From 8625b6ed7c1c3d629d421cd6efdd5a6b7bd7afbc Mon Sep 17 00:00:00 2001
From: An Pham <vincentpham1993@gmail.com>
Date: Sun, 16 Mar 2025 11:19:57 -0700
Subject: [PATCH] add Project

---
 .../GBA 6210 Telco Project Description.pdf    |  Bin 0 -> 232008 bytes
 .../Solution-Coding-02-Data Mining Process.R  |   25 +
 Project/Telco-Customer-Churn.csv              | 7044 +++++++++++++++++
 3 files changed, 7069 insertions(+)
 create mode 100644 Project/GBA 6210 Telco Project Description.pdf
 create mode 100644 Project/Solution-Coding-02-Data Mining Process.R
 create mode 100644 Project/Telco-Customer-Churn.csv

diff --git a/Project/GBA 6210 Telco Project Description.pdf b/Project/GBA 6210 Telco Project Description.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..3253dc0e95c663b1e37bbb603429d8a8824fdea3
GIT binary patch
literal 232008
zcma&M19WD~wy+)BRwwD$d1Kpl$F^<TNykpd?%1|%+qSxs{ONtp{l0y^vG0HHJ4UTl
zbD=QjGi%nWdP(JlMQIu6Sm8-`_on9HVHg2SgaATY0}FU=ZhC2R8)JP3a}Q%9LI!$i
zLPjP=0Dzrdj*t<+LN7wdz`_7vVWpQPWTsdCyvM-G$UrYns7c5IU?*f`Wzy#5g*Ub_
z`co9)-+!NVF#fF$VPivEBV&1e2W!XA8ij1FoULsf30dgn9gL044V`Qq2pJf8dFe&X
zt(=S<=tZscos9qW3cZA|CbyuV2!p5ylK`s_J3v&JS%{s3g`Gtdz$5}-;9z24W8&o&
z5fuP1FtD<-vjf-|Ihch6ScDkZm<0d=42-M*0FyAUHob(6k+GZRpPn-T{zxXapFL#!
zRD&YDw6Tq;lNlic0Pv?lF8}H#BfX-nt<&c-%zr(j^r@iF8%*@d?smrXYKq1t^s1T+
zgiM4CpDJ*4axm7nhKDiRG%zsIL(<bT(9?T|Bf>WE6Bp${8i_|FN)zlUAX1xP1+?H+
z91^C!p-4XlEbtG5>LD8gT2LxxF@;Tl3$d_b(fpSaih)KxW;3u-{TjvmFO2m_B7P$}
zt;zWTfdW;RB5}dPeCqq(75-cEj!yaxPHqmyCh#x-co<Sr5jjzKn15O0(+*63I{9x~
z3lTD~G5n*N2|rc&e-y#SOt18*j!%>Pt!H|AdLVg}a20THAaYniSV;U~{@@g&z1=h2
zebXts-Q9`Hy&RsC3SmZJyA=`xh@_h9$<hpb$xGWs`hDGKGc(<KR_nkd*r@_WkXo4X
zp!A@1vo6)8aBz8qs8}pmU|7qk>)6iNK8%kHvL>k`Zr>S_7?SiM_G|}5Ar_)=L)*y?
z3d$J(%`Z&S0n1d~-I>(gKrW1`5bL=_aN`%$0%Ra@aQuG2K=37`5C5Q}f7$WBkk_{{
zrFj1U5&@D0q6Ja`Qlg}n(RZ-?1H~tvf3ly>;N;+J{K=$@v6H@$zLP#71N&bf$m^RL
zOY6JaIy=$J*%<!|W%@rC9Y0xN_!ldmuNpcjI~W`Pg%H!fuKop%&}T_jwx<8rYd*c~
zZ|1SJaWb}Xa{R=U<4;M1j0}K(pZ_BDQ~u*rf3E*U<>#68-!j|3&wn*in_kGl)=tpY
zO%p)(S-@vvWnla~vT=MKwLiOLWUl|;-u?8_&o=y@&L|o?+B!QJ8vk)z(a-jMo|KgV
zgp7=T+O7DRXZXzjRr_b2@iYHd%Rlo>fBfjrGoMP7cd#{7GIr9W{~U<um5tq;KAq;%
zznnh(oDe{-^q0Q=Rj=cxtgLU~NU!uSPy3_UziaDHfB$X8e;6%9%^e(_2wB<wi)1!-
zrq7{^{a;1N8CWPeS^u5s%p_~MH2~63SA?!jdf79BENRd@$QSSsqyo?&w>b3j=tMFK
z=+)=Px+(jN0z~K}^p%^9m81P9KBZA)(L@;G;Q5Z&g8kN%Fg+#-P~jk32q9sRB5mwu
zO9D|RxSiwueq40Nq-0Lv=S}r{pVHldTH#K)4o71dP*G6Zc;QG8hD({+dc4>=UwY85
zAk|+Z7(&2xdN{+s+26j<MyZzZH=WYAPJL5&-B{ffR>%UIN!#ihx2{**e7N^`^tu5R
zbOHlg=YbnkzkQ?zYYJslJ@7i&FnOVp)H|IiqGEU~GEVHjQ)m@O>)jM8{nmx7--+qd
zNqx;?I<oh~IMz{o8m2Wor}PFqsE`{aC5D1|!tEJ37yN`(oL?Wdbd|tPKU!y;NGz)9
zc@pTrek`Nhf|NV=>scwiz4y0}K!850lwn8utS%$ahx4XKQ<H;wyS#s#Wxtor9G2lV
zd!RFl+ui&Y8!;~NzKMiH>H7hS2iqg`41b!J8ld8LNM_)dz=c8Roxl&1hC|JUs>fZ<
z)dw<2Hn|77Yn|voi}Ukk(PJ952@ubvNq6bFnkt|k4RE|G72sqpm2F79xsRA%)%?Eb
z+eI)Y2`6(e&bZyOz}Gw=P}lnJ?$i6eSC3+OS4}hIp))BP$F`2P6(&|5eX?2a+KBx?
z3v2gW;8=~cu7?ws`-h-1xk}*=3<^2G`6;6YP65<~^SBg1Y`+>%swc*?dhZ>E!nf}^
zBVWzWG`6dsRMXXGgj>Xw^fYRxKbn*<`f})C>3-5c4S``C)5ESN4s0;P*_v>j)egLm
zsrLJcyGqD!+DlXyiNBIK7U%>d>rn8NU<$sT7QPf`b+p;Ea&}JK6uoj~JT%;ST3+}(
zmXBV|L$9~t0^J6kUX@f`BDI-1v(@_*o=0}y>Z=TeON`P?<Ek-QfpE3Hy1PHL4~WaD
zz38ZsUQis@k65VU5802}Wz6+CXN4J_dL%6HPN-ZxdddH6)}LFvcu!oU{#iIbv3Pdb
z%DW_?y|h=>X(9Om3jm@IMPB{KLGzDe|M%|p@4(5z$ohZ1N<3UEal$5_A1UaHdjKy%
zD9AtilJKikOqMwBdF)~vqM!ab;ea22_xZv#BBFMdXyqLseIp|w)4Fl>=*`x4f5glj
z3TRVWYEo)OXex!i#G2IpVbo&TX7bLh*_k25LuRh!)vSADxAIi{wUjF5Jp!}p&dC)q
z!-YL$h~$l-LI3o%&hxpBhr9LO4tFTl4*Ko<n@xv{HTyu0?Zb0NCs+#ISoWiJ`{u+`
zar5EUm#!;AyBCLSg(B=#yDw*C($2mJ5)BbUt17lPYUH`LA8nO`#zRVXI&u<8dxr~D
z@4`N0e1TF9(3|m1+h5!veMq|kwuWzVReHuj(nLfjyE!-@G50}ejDS6BA*t1SL|Lyx
z+QVtaG52Bbz+Za31Udn_-|7EL?0|iwTW{05x)t;Ru7ean?8OJ;f$~JUCp;IJ4m3r?
z=W%OwZ+8EG)8&TYRkjVj&1eVpW97K&KJ^{?%cz$~C!=m$)qjcjXgm}@3dib}Tk;%@
z$s=SFvnV(fT=I^ESHkm9|6GX5!s29j#r+-q4&j^M)w6YMd(HNb;s?sqs4Dh5JuKsI
zsjq!q%(XN^_Z+lX#q1B4mftegm<JfNb>PRm3>e#Zy*hXX^_}d|c}H}CA%L1(U_Ad3
zsy{L6e}syejrl*IO4zX210V%oy`i;Q(MR}_Ofc(#n9mB*J%&zPg0eTp<KV1OOp0v!
zID1KAE`EPzdK`Zd6@PK*T0?xZy8U5qg{aS3>~n0;9MiN6;Rtu+Gdw!#<jv*FOZ#zA
zm{!Y;PH?%zq4n5jK7P8o-!(gShIe(SKNmf8oqE7$fN8*&InnpyVrOPQbdA|NND9kD
zDfMC1X(tiK+p_3tf;82O(sR}I#G7yHhvGyRz0X#$UfDrQfi#!P4kwFs*n}N|x^{u3
z^=XsS&pLq9N5@mlCsV&R`ztE1?G*|%4dfoTO>ddpM0EUhN2<bUEom*RCFpw4TR`fH
zMdYZBfa|(Me8=7~-Y!Dgfo(_D`eWX{ymCFd9$(R{1bkWXPdod5min0zEA$RI_gg=)
zJd8qM@|Zkk$TzJNtNgE2+!fk2t-eiDfj$po3Et4FA@K8$=!C%zn*~1E>x^2FF|E5z
zKb}PT6#N_H5C>*ao;_brbSEkR`ye`#Rr+V9Dnr$*`c8$@H+JeQ^hrt6;JW`5?_jo6
zMa)y8Ut5T4jORueb&qm822x{s9eyV>`E6_=?wke5?inef`>gx{L@DMh=^p|4Gllpc
z0byli`a2+A$}+L50Hls1)o}*i{^gh~F!P345S0Z<ah0WFI?tT1zh(pjK%54;uA(jy
z!6+ioxR|oj*lcyUYi5pd*EgaM=jfS`?0ossWWM64Q}YLShokfa%j-$man*bKjkBkN
z@%oTA?7IWE0JMzs*k+V|r;$?jqbBD-?m{M0=<vg(#UF1QhJkxF>JkftgCBTB_#>Di
z(I<|k_V&H^8@u;46x_N52b)MMwH{>WVymVy4KTcB87Ed;eoIFAuIhGkgmWlg4-n`I
zdftBHB5TRjgKVlyeK&=L-R=qCbTB?USUuvqOgm#vq;@sEkSHh`<~AGG_Z9hZ*nb!9
zxnl2YkjY9ZLe6+#PUpWY9a(9=pQu47SVLmktML2T#cW%Qu(M1(fVMq5w<U((87d?b
zHv)-U^(5yV4OcWfg^L7j2?oCp3M8p~PhDXGHggLeV)pF8c!*!YER??-6$D3{ABk+*
zN^MfX)5e9?>nX4dguPx-ng>r6bsrcr@7|!m>mz9|)s*UN->f6EtU*;C+X+GmaSutk
zo}k1o5EiGLHH;e12UfcAOKaz%Ozi7h%d$M}E7?M8zDCH0nm}cDR2;_>sBSFd8}P_i
z*Z@(c!HaS81c++tHP`vC{hA~~igWinGVuA7S`<bV6ST|fS3dFYJ}6q4vV^>;{ND}C
zF%T~?ddm9a%3Cil#{Bx&-%mt3L3Oa|J+9)J_fg%LV1h6Gkj{h}rJhs>vMiCg_O4oA
za&B4Nt|mKr6xY0IzM{fS!`0HI{tB^{qR8OGA1*sBei+*!XUZBmvh<v88rQnNh4Tf+
z0{S*1N$^k9{xwzqUr@{b|4^Hd0f6hcs+vZg0t=ZszijEKH?>*A7q69ChTsw+G=KM|
z<?$b>pNm9(tu1)kfBmH-`4Ampt=Jxqi702QV6~f>r)?-1K}R-8;gNF3e`tCE8qYjY
zx~Y_IGyp3$1QlCHLLX<~#m2jRZ_|i&q3$$TeEut(Z;@MRKD>3ukU8nY74Q;BCwh5b
z)0c$)h3h=`en>RaMr%`H+yEu66*km7SHoz8rSpYmeUXBEm1uG;G7ov6csOPuFpN3X
zz~&<&HtU*n-!7r~T-8zXI0H=6Vc20is5+b}7fOuw{F1Ce$P;d|<e4w2yFm*FVYtA&
zN4uDbLYIevc8dtLK9ZT4yQ&5?njI<Rq5&jXj{$_2UyzF!bgkC@mtQy#i)4r_$k#{H
z1Zr@I8?$60Fwa*g*7$zqd`<dn5MOZ-If8<D?)Q%v=+?r(?h1P(bqySe_ClktNQ%5p
zuQXXE8i=dk;c}9L{5Q#I-D<#B2k-;RGz8><L9fqGfi46XFyZ_ir=t5TX2dclDuP$t
zb-evh{i(XR4xC3Ozluod71ia(m!>*ivN-1I<D%f;BSW9XwLWzIj*sV8l@iY<dl+I}
z4(hC)a#B~h^0+|vtY!u}1B-TEYUm4D9D_2Me9{|$(B5*84Z4mFFGnXt%-A+n@_jWP
zQ3Oidr@xykp7`Am?xZ8YeATLYtjrMp&AZS@q(mV;N$SIteeG8)_Y|nv^~+Ota)vqE
zRJ#@xSI-j)89!uBwShvpp2FB@5T#j}urAHJ1}7wVrBpKJ@E3d!m>g#>83OzwcymzH
zO0F7c@Xfeh5AoyJ&-H`!3{$LsMEB2k+W&|y6Wf2Fs};W%5ePsExw=DZ`HaXvL#1Jf
z(AEMlJ@q!cfyxb4)$)Zsch;_?i=6a9)9H=gug%GZBbD^q)FH2IN~AKK*H#91nAf$V
zUn80(%d|@}DzgcwKPrD&C<6zN8K>9KTXB^zFZ4iK%hqY$pDx3xYL#zKupD!G&XrfS
zYn|n^$L=9MnwfSis2AZ{o#dogc>VO4_m8!X2zhLCUy(no+I7TM2=(beP4h6b!zstn
zHnuI9rHz&@#>7bzT>HHiOBAlX_S)t^1>fS<Rv7+F;$^@K`y)I*%QRgX2X-jia3_@m
zb25z-*O9doDnU9uDBGMU*{WBa*c69%PCR-C2NhauT+!Ccn<x{2tKSFL+ue@2$wUx@
zIKFGXJU9G=^R7cY8Il#vj_U&P!q@!)*$=-A|BnfB88W6<%vU{DbH_6Oa&{`a<Z4oZ
z>lx$TyZg(ux|hoddsMpO?~*?eQ+Tg+=^qXFw>6%B_$>bSJe~DFr&LDDQnnfVNS$}o
zhsQtRbix?I(L^kE@f0Z)5!Yw&t-3>4Az&BH->%y3Cbq?>q;y>Hx4iC_N4mgSBPc(F
za--ulVfHA}lyo3$6SAOD)17|ysdw$MrzeulKQtrhej|%ApKXMEL1NOV8qXvH6^0iE
zg(Z5mP}7dI(o_OYNRLAZSdGu*|GteL<;5<C-u@i)F3z&9wk@jYbwZEFw{M0lT$AV`
z;aPL8*3x5YXd|m<Swqe83+kjxFy#3nPIAOJ|AWnNUJ3&0LQU+@bdsfsHMf1cOf$p&
z?T)_l(A(G#&#}Y6WB{BYTu0&h%e+{^OWRont!0x}pzRg)X>8y#4ZB4dI~M~xF-O>l
ziq#Tmn?N->p1y1)t9YMOI=;;S3)4~`o+9Kmr5@x?Tqz8|Nj7>hVC-O<svlbQ>qs6A
zDK#q8sqEZpo%<G$RB9Sh+6z!dbOB*^7_bHD#{_>vaaLwEx9eA4XMKNFLNK~)fqeKx
zV4-WYiG!)0G<OnWUL5Nl{V9cS1Ge?3c^1<n>rr$5RCIvpb44dIe0sa8OkM(aNY+**
z$eS-k8lngayPkR$NhN&aL^vIh5oKKv%}dZwS1|ps?9^1v_j`4Bqd5A^LS#c^M@}W|
z)lPQl7>sGU12{e;5_#s+rbI%fgCLb^ua&tUzBE{<)L$eibzd=ZFQU0J#hPC3?TCO4
zkjCEchBr@BUkG2SwqG8?1CF@e#sgPeTf2UA@OIEpP9E><*q^AhlDvJ___z~Go?hP+
zDgBY2ReYUSF2!c(-U1@-A|V!kX)cf$DhMe_MUi2*9<a>3M+UcdrovwMW$ze;OVLJ_
zy|xsrLTTD&J?&Ry^hT81@vvPB#+VI#-RZpCK_|hz+~+Eu1h6{EKZ5?ZMdkk<bQbo%
zEnSL-D=YWZeg@h0uD^mT3|P9v6pxd~;bRdbzJCZCbOC?-;nmr~>b6dI^0)E^lD5~E
z$HFp)k%H6BSrVCxytw6`*|+#I*4B*S=>upe4`hvJVwOHCIH@iCV1?ac24!+cU!<(=
z4C4uQI66ASSg>rGM*3TX4Sy;}`%G=klXbjv+CU+prr^8$cxd{*ZSjcGV3AghhTf13
z97)XFkA`e2p(8J@q|1B`B5(mclu*1vp2oK=sB%cHX8o!`)==;3*ReO(%d4rEj`t-(
zA%9kXYd-K><pQ?@>;94-Hju)3y}M>noah(O+h1@IWh=p1Mb|{gY!wnh)GF%&Opv>k
z+_0H+TUKlmhfRnuw1gW3zadbXvaMTD(krlp7xpik^bSNNv_*enSx#EisaPouDoA*T
zcCI1R3}hyz@L{IYWd_;1buSb5O*h~5S5jfP+BB4$Eu#@GpG|jP6pJ3w7!~i)%bdBv
zlNS!C3uGEmKd@WP6x<nVyWPpAI?nq;L#Uy~;ysdnXBi%foSP94#EjvPZzt)qjlK$)
z_b^cnao3!C(Nn8iDHRdbg{TL^?1EZTs3jm5o$AT@a@B`|6<m0Y4tF#5QER$X*}Ji(
zva%>5i1MN@-(0M2xu=7_ezDG{JOJ!b$4H4-=xb4wHS=UtBczt|$PqH_Lr3md9fPPS
z_@t7B%JzD}nJJtC&nxx8kAxiA3!Qla{#q8hzY92m_f>jChL9;^*M7kKvU5-v#46g+
ze0v`J8&wY|D2=1#A7T8n2>U;V&Ho2RE9EwqH2~bk8#>lNb{Hu-rTL?5Rzm|emPBJB
zaU`!t|HM{`+jO2BXB?P+q||l*#3@7+E5<4He&g(dBl<V(MER!Btu&>UU^rzR0T&!)
z9sb9eIBP|fcC+DX+Oi-kmDukuOzyRNQ5Y`mWqJ>5;!U)6T3r)P*?QlTyi_^wQ-kgG
zb{C+jbo%0wqqEqYvJ>VJ!Akoo;UV&MK{%14Ob|YTR3^QhQ1vDUxH&?%9BHJb!Z_`F
zhaCKVJX^$IfAvHylCCO5arpT=o&;I?gU{+g<AW2+y3~;D@znHq;U_%w8q=VY#K1e6
zNL;OL+kSZ9dZPVVG2~^)n&&1A__%F!rInt5268PC;^V8%5;$1d5dTWfD9*64Yp`HO
z3f4JVty-`s;k7^(!N@gsO@&^Z1v1fmzRy-o4ISw!firdx%`%g}6V!1!KB~Ve#;=Z2
za;l_z<cy+6o)(ws?@P5r)UCXc;;k>1Mr@Q3aL6%@GLSsvxWm@K4vF&n{pS7E+ac3J
zz;@XC%TC;Oik_AEKizD8)VKW5wCUZFT7A`D>YW#tpeXK3k)f@31(mHu=NT;^3S6t7
z1vmydZAP}9sN6Jt&*klL33v2gDwPyV6HE{Ns!;rF%Uy3ZCr|B}fSt)L<+#rD%aBvp
zo5-RW;QldLNO5I~JG%~sespb}zdJIN#JpQxa%LMk9!I5gu@+!tejiIzR*QYWC8R)8
z@M4%Lc-d^|oUFh}k_kN)^Fx%mp5%u@M=#&!6o6t&DCHkv{M$ale?KxZv9bOA^Fu3s
z!X^*^=Xd2Efwv?CUWn9$BB)_bZND5l_z1+DieL_gcI@BuBf4A`2jw}^KvOp?u$>*F
zGRx`u(o=J{AY*X>f9U;?_7qk}vzRrmQj=>#b!^FHAqRwt?#RBk(oUvoRvD6@o<r7W
zQEtlFw<if^(<{2uS@rEcDTVq=Vw3)J55h))P?mA)U<gi!a-ZcwE<$pxv%;JY*Mw!+
z%h+=!<orzSW?0mPC0^)gUe!9f3eIf8$-T5((e%Q{W0NLj8}nn^Embr-2OK5RRgmkr
z=MK-E!t<~f3NP}|S}-NjP%lH>{!r!*@sFTi<nal1F)K9E{_H3*sfEQm*`l`-@jsx*
z$3>R`fdD{cm%cCYd&t{_z;kyd?9spGaV>B^#xjFXAd3j!yWa^XyC?rKWp`&2W}`jV
zUN-eEiOv-gFzMTF&au-FH;)6$@t<8Y6bkW~mF=p&!2o~|YFdl`(SHB`I~)I=!m%;^
zM`UwSma)y}hwHeb_A>f576cscr>wHd%u`=3S&rV+2$}pnnd&S0_n)s<OFki=^W(Id
z!N-gvw#WUaO_HfE9HUD*;_eddUh)=uW>klxcO(0@I%Z!8s>$nbyso)lJ()<mnEZ*m
zSOtWA?gYEwuZ*(qJY`|}pi(oxNIm9nU2XfOH2j1!t?aLmV({#3Oi7p=7tcG|w?$qm
zyHm*wGsEpT=w2mdb-=8Th0}T^_#oGXk*C{!5K9)U^jC@WRC@Zc9d#!<p0tQnjhV@6
z=iCao@Q5B)v}%6ExsF!8GdhlUHL8o7#o@fvuoA=00)q@3z;;QG3dSh8f7}UaUt7=k
zZT8DUJCTQWpTwC}h5~^&qbSkXE4Gd<xAAsyi`le?qwDz8;?~Zwi3H>1)uU$L5tG4Z
zc-;(NAu*UW*J}*Sk+NWQduA*PO{~=#{%%ZIwzM@ae=1VYbkUgD+Eesb<^U#%i6fn+
z+VjwQLWR}%ZVbXu3_|9_vKHeVDSlIEZLo`Va0A;-$pdK-tQ`Lk1NK&6hUBxI(oVV^
z=O*eIkL+csM*`p#e?mb*vw~0qp3jIV+MA^UkxW7mnzJz;&V4J<uGB7nKio(;t9up)
znRYRY#8!XyOJi`g2O(2ZRHghDSF0)#HONnp>j5N{2T;tO514oIQEvuWMIAIG<+uT2
zvesIUnzB$bS!G@<0yHt!2n3<D48p-NX@6#+jI5`)ene|DadI$nM+8tud;&t-N4I-~
zVJ%eVB-D5H{gRIESnKqxouSgKiG#R&BmP7kkBxGiXj&EW3g4js#EV_L&dL6elbbUJ
zLcOoEU#u>q6)Us@D`{l;R0qTcxup$e<qV#3w@AHkwkjwbh^HYGp39nw*^_N<b~#5@
z{oyEmkpTxB_Q4ARGdrE!>{<Dum&c)gHc(g;@K%o-0DHa4%v}cEvlky4!PqJ6bkkSz
zZXm%5M~Z)Rk^j|h1S<pJ??arI@|NWu0M2JhH+KjNW6346$e*FPk?T0e&d#65>FImn
zNqP+{u?+Tk6`zzt9Sv^2JaxR)$*+6jE?BgETO{>T6KG)#oDBX>cvgK%B6$5fA|lY8
z7ycpS_D2d7C@y3nweNW*cj3G_9N%=7<M5~3&=x!T@V}Je`qT>wN$mzQgn)g>`;)=+
zu`Ndi@?>*B`haY_%%WSJ44}T-xBjTCxx&D|;q(OzLZI9BN}%+2{ibWyrYCHk2z1An
ze(!#GFzQgF6)?4PWYXoFBbhRs{(co8E>Va=qKGShc@#76mrbT9^OcXC6Z82R%jbs&
z7Z4DUL%7unKko$UTI3Q>pq|>cx@mmI<DTG*dq2YhOpkn8Ly~!V^KY$S?abdTL+mdL
zE)SIyT&ejX@v()CIdjT`IY#lu)8BexY@;X`KqZ-#0;1S+gNCJqZ0ghfWfSL_$cnjP
zgSPA)p#yfxR5`>YO^_;wtA*L^1e8DoY8j<?2$y&${d>cTVy&m)Vg267OIoTS;3GmM
zrN8{D)`-c@lC<nXVd=-y1&C=#mA_qIpL5&a#H?9N`*y!5WLE8~nZpgO1wDC=R~vAu
z4Q}p(^r^w~RS#(g%<(g+b+@{GwFZa(`s66OxHTUOX~S~GnkQ1sxWIR3K;Q1A6g+H}
zHt?h5HB#g!;Dk7&s+5Knz5EhT{+bmh+cDG(%&PU|X;O#-x9n4`o}-Gaho5s7{uKFR
z&<zk>L{Q~}eq%+38BK5hR>P%nI^|G}WbRz^%-aqYjVRz*f8ymE<aA0ckJ$Uf`5RLY
zXt;@O;vYf%U+r)(vi`?d9`v2hvJZeX;OZU0CMi!^YtSS$Jk2fyN{J0t*#AWuWmu8A
zp7QPWVFOz8gn)D7#7*w%5_8d_L0wR$DRrti<3K1nuh+m{_eqG&ev<fHU+D=NQd8P1
zT)sSOGacK>66Ux`%9Q&)&NDTo`dds?3^&(?n=ho203Y@mwX7H&rXdgC=w?69E%IZ<
ztJ_rnO%l;SHcfGIKan8y!MX{Iy$hPJaTK$JH>OCisH1nXr8q6$*7a*Fb4)Zc?T?qh
z%?o}xd6nKWd|z&<6NFMpr&d1$tR>$ParUSc&TA?rtz^S7yd^huge_K_uiCcgkg|p}
zHR*2=r}Wb0IoG7!Kq1q?U;j~=|Et{qMm7L5$G^Az83<WeSpIXZ!z&3=Sy>fz$aHfZ
z(pDg@NYB5i?K+HBP2S3^8acs?P}`7*P()c?InON5Kv)E+KV}d_4TI|&8f-*Z1ia^p
zb4?qJ0uAyW%CPqR+!fcB#3jemM3(2#1lN`8<!?wNpi?0bBrtHFg(7d2yLPZn!)+!K
z8Zu^9;<jE)pf{j%w&3VkC8;V$RS@=6po$c+L4-(bByIpqjy;i|N~rz}DzT&2l@8?h
zCm<(0EOca?cfH#@Y@n^>JFiX!ufEDGA*d(N<|}M;RLmc77j9|4h=DlM^29=eVV3Hs
zfE2s-eMF?qyej4d58>?UA!AizVWPvsejDmDJcR;@Cm4#wMwUBs+Tm^2Z#v*}u@bo$
z)^#vGO#n5@_?Ms-1wzF)OW*r1mdvlbCql;s5Jv<M#t#dl*JS9ao*~`@x?{j1K6~)n
zvgnptmJigY1KrmwZu9zf2h>sl;SfJIdBKysqiyyFG93-6E(gh#H%ZWpfc2o<bp;Zj
zp#H2NO^UYecy)n4|ALp5iOcF>Z@pe%&cx=b{&U8|jY@}r*><K@<qWZ7t=@WRvsg%M
zOE#;`>EdvyV@T|s$MfNGj%|C-=ZDv;`Umh2NC@wn165t$y9-xPNN>L9P=Zjf(4gMw
z>g%v!eT6=;sHhlh7EYJ(WqW(R=pRUY_Onx6(%FnG`m0rQsHWqYNz7av#<CWx>-X+=
zm^51TZW4pD#?@W}qbh0YE9FZS+Qnn)UHZh<tL?^?myH)(E|;rWO{TW*oo|o`7<imo
zZUx6?H#K|YlCs&H-iKC{nOwd*yM<$_+pEqUJ0Uf2YJo2pD8E&I_P`YB{mj9DfX)~R
z1ThDZDKttKQg=$$sePr9w<7kThKQ`|H?psEllCI%w8PzDoxKRt4A=bmOZiFVQtlw6
zHe+2CpU{^aF&=V^Z#3Z`%OTE7U~x=tAJZY4Q;SD5t4ODkPF~d_#H`3tkvWo?Lqou_
z&^pI?o^_seW^@%}_1mh?s=Rej=(he<t^z-DqDMr>ZbdWI1e#o7!>quKQeF}mse**!
zAq8wAjd4P)_K4~uwa6&tL4|`%%hkcr!PUYTbwBku^{i#V(($5FhjzQ?33ID@D{U*c
z_Qhb>ky#^STdMbj&msO{_95?KH%{#8>FR1LR|2J94ss`E<9BlK84}5Tyje4rBt`T(
zLjeOW`|ns(lNd?^?gpi5ClHxJ^_p>-(Ok{s&8Dq<3EIXD>v9MlV_(%|zq^hN+#0`x
z{Fe49g>Ww5l+CJ~+{fcbt&o^6=-S)v=3riI?K(ipgRk1ld51(0xMDA$P8$tz#gk+Y
zEzcBMa>XNR7qvt9y19K(<~U>SEYYf^y)f9A37VQUZgV)98Q9g*#E~Ovy(8}#nj$RZ
z!=+=7`&dL`5we6nDAj2(l4Mk(5~fnUfK*NZR3=p}m+Yw7S)IAmY);#~L1NRE%9+NQ
z?j?O8b0KXlV=YaPu92aUrjeSS(JnpuOOa{g$kyQ}#Tccgm6p{wYY`CElDh1uR+M2>
z&$^}MJ=-f54?J*4Cj_4mW?)s%(DdSTZw?DH3p=j-hnj9B+sW05t>)$|<{9ig<b%7H
zvvSwBE|o3SEvYS~tJ0-Y7LO-Q@MJ9F50iojxhM)e&aH-c>LZp&4UG?zj&YAt=aA@*
z>v~ygtR;UTpmAJ&E0U1N{N`xPmevS*cF?CMUw!ZQ=p@c19<KJRn(Hc|QTgDK!E)9T
z7+_@<AXd-KA1mig(iwra9lw32?zj3(IwyKv&+dK0(iBsEJV9kFeXP_Sz}T!^eF#E-
z6CxT%qS9kn4^8_HL0Jv5*oRXcYJ_0UN#iH!22)xM7N7I|sgS%Hg|*w!4T7E!m$k>9
zB4h%9)=T)MHy4a(8!OX~$qq%f$J`Al&JJNxkkZOu{~GJCM}!>_lMn`9kYhXq8Gt7$
z2q)Y}F&s1lfH2Ufi3<Edh%nd(1`yzu4hX+yk`B=&M6A`LlHS>Hz~K&nS&odfhlUX!
zmIq@}HiV!XFn-4U4bGzVR-q7}p%p`IM_Sn{JuZm8nnSzTXQc&Cp9{0Jt)UglIo|Wo
z49vDmwjQNvM}4@<x*o%|jjq*eB;AwM4C`u$f7$bD7V61BfSbd^nM1rDq<I`P*^KyP
zC}b7ncnyT#55gT3T7#rLjov6o$2v&n1{PUO$tuL=G?cFf=i6)94DTv0%3>iOIdsjQ
z-HpN>UVP1*Er5704Bl}~lf28p9gBHQw7&<rjHjt5)eQS|jdC!{x+=?MMt+gEktpVA
zMt?BJyDA5HOn4v<+_iId3_zbnrpn7#mL580&&omJlqf!~zgBY-G<74OD0FnnrkfUN
z6;3&U(Jr)f(k?;Ej?ad33XD<~Wjn#xDB^NTxt#I#;3xACk1ffhI(GGtmMe+Ro@Mfo
zr9VdWkbq{6_9;Bk(l?!!P8X42&T!2_t86OOvOiKp@5tjDkzTmRT#%;)4UyLC$3jg*
zuQNeWV!$;SJH0_L9>M{59(LoUp*jwZxq(;hvb4u|lrr5JXQ`Pk20I&Xq!OG>dQ``%
z$t^}cn0Tw{Vs!JGycN(Xs+MNVE40${e3zaTI*C)JQxWfyiY+8BJ1G-hfLoAWpizmp
zXrxk4%1h6eR4FVyESp^+KUaFhKAVE5o>C`-HPD^*7?C@jTx9q%rtiz7h8ZD%r+^jg
zdO5kCrT<>oEES2`v$3(!khpu9jRaNcPiUXh+}4J18qlUxfEEgdVy3g3X&bms!8S7C
z5V=m(G;-k(x=!gjvf&WBPW?3UcI(GYfyj}PxprIaD1sj+cEI4SmHnOkfYMzfJC1L(
z?l$wc#QV9Hb0x=8mgc1KQPFRacPih6t}(v-AGh=`P2BYK!;!b~?KD-x<+thWmE|X=
zts#}AmM5#NF_q<KC$FvkHYK<xgRS8<Wf?8%>lJ16-rwGoeOdV7l>;dh;J*pY%d<$s
zs}j$Pvq(mNGgP!>lZ{qIRSttuK~+gjFCZ(oV-b;2nVWZFYqP1;JWg&+viZ4o+}N7s
zQ>uHi^cw9`zIKMtn!j4;QqE&hwOagG4tkoyS%6SZd|JX;6jP3RT5zH7xvJCH#91i2
z#@krMX^4?7UN<~qn9vV<qu7qZ)^B+u+KzrT02xOS-!Fzt!5eNAN5mVMqujurD9P?1
z5l=)G%Zx2a958}1TwH&TUYLKM=+CG~rVz!bgrT67m{XA$U8{sJD$zp0c97d%`kI#U
z`sS5aKq2xXVot>mUW$ZXM5LSuLNWa~m*r&YEw{CVc+d5w<2xOG$^otbK+oS*4v<u&
zq>?c%p-IZWJ>`1{7@Pxx$(2tR*JlnVQ(~9NEoGMJC^%sj>QJm&z<v1Ep>(wXnN$)#
zFZLioT8{Rh?yVmRj@m|}&QLd$4qvQ4ruSpcfm3!0o1NHncRVw=&Vlug-1G=9Gr`f`
zX0p%y#WG!@Zhhbq<vrxCMQVd$ateIijBPO5d9RrebGKKkKiU<wnF7*|5Yirixwoqo
zAmu>mn%1_i9aq+sbV)@wVcblU;;7nYx!!QeNjHVwOr*Lysuf)Bz*0HM(oD9ryQ&p>
z=D<@q1>c;jJ|5iy&30h2o~dakWs{_l4!@qhW~XU0bkPFpx-Yw))@HY)EaJ3xwH|#*
zcA0$|fxn*MX>WVk=iNf^bOg*TPks{19R`^}YEl}`I72qre~W}a+ULd|yB)_JA$Es_
zKep$_Ew_z?a1c&5*`EPcH;zync!9(<k5Jb)p?hfSxT#f5d@jy48q;WauEsSP(}Zdj
z_GZSnVw7RPw?=PA$R0(0V}x)-$(>Yu<CNXQ<c=|Q$iba*bmJ8>{lg8IeqUUtKhhnV
z{(vIp5G&?@J*L>5`3I31Fl~XjhH#`gH0{C&n#c^APz{>cO(Or883*|>+MBxX4B~`F
zo$NYVQ@^#n*gE=Cdw|Z@s%q7K>Qitxf1U4`=jeA4o}}&ZI+RuQs)N*LNq3{3=<N|Y
zq_`I3>5;6`>zIg&1DrkZ_Cg!sHmO-g<ZE_Z1F{Ws?V~#ARb{FZ<(CWB79I`lt2$q*
zDpjY-uUM{eJfhnNbx^BHm&PqG8>Un4jlD&57nbgwy@j^so9?Z>#kLBE?t?xDL;$z<
z=E}}_!OA6*!r;o@xwC9|=p>zKlcR>NU2hiZB%B#mfjw&v$aNfs?$<A~#DSd`nF68=
za^p*wanNaT;Obe#lL|(t#@4<!P%Cku9C5HMSwh2s?aw${gao(wKrneoF!@jsL_q#f
zf`EuzcF7zP$z0~q9GcNI1d3Rgk}%1VD5{bOi;@_el5mZZXwH&I4>P|Iv!Fq<fFiSy
zLo@$mv*1ND;?Z2%)!aXki8Gg}HHW%Wgv~4T@)@5;T5N8_iB(%#^<J3%UX<WogztU`
zNShyXJ~-2Lmq1$$6Zybd;S2wewgbW$|CfS5XAbR6FU!_KkE*sWdXVX%hjGzhJq_U{
zSL6nS5c+@+y^^qQ0NfB%R6j-3AXd}>d(;qE5TP<nw{Xx5o^-EKkReQw0Zx%2goy!$
z36~=Sq$9(Wddy2$HwcX|35I@+TNJ5U1cfj$L`|3wH%c|!SPclD9_crImPI|<MSUJt
zJz`dUrba#LMtv?9y<&A+Ry|A?L&V3{O6nTKU-m$d_E4b%s5i>os2}Ok&7r^C{6gLK
zF&{uPv5wr!z?RtK@>)^9T13nk<c6U|_G6iLLCp+IkkzeNF=$S()@_^vxF+c8*3KC`
zCwLuKWSf}Ir5y*fSeC|p9J}$DL(gfr)+TElFSxn3M3=#zA!BdA<Zj?Tb~)brVB7nt
z+Xr#m2e{gYAW4Xz32vZA#2L0S`VPZ5EMn5u4r5v@FVlV<Hgo9Xr=A^#w3yqxz`lte
z6?6^jp3~o?yejzA6YLGW+WWNs*rvZr`9=Mk;CIqzglOm*)IF=ZTl)3qPncxBbzK8n
zr?z)Zza+?3I1cgHC=Z!P65Ccbc5U(rK1VOvj{@Jtu4CN?+gH~&$gD!gk2~!P1qChB
z-@h)iRzwu~b7%raD?m%Q`%U?kNiON~f*_DGv<)vn^1{p`iY>bHc}lDo21;sXP+4ME
zGe!6E;dm7rV(p?ztFSD&MVavftywzri&(P>x!xx7lz)jGF^;+FI(GfyxqN%;SFo4H
z!~79}y31s*_**6u<wxY)Db;nv5hcE@Ek~$9*tnEim4>Zd-iv&ej7RnC?=~>mV&~Y+
zNAkGFSt<lb5FJ5$92hGfxYU;P2tOLJxi7p@dlEe*s^)|TKrf<>lm`wF7UjeG_(D@s
zhb;ENVBAeu&EEI`2@d(TXx3YRWR5i91H++ogkr{tx}Bf%VTzGzNMGN?Avlw`d-ux(
zcRKk9CrgG77{0DJwZByYM*^lIic^U|2wV8DtY;}K`ZQumP&@xGPqe{wDs)BA?`5#m
z?xopcb_p$k%w|c#=J$Af)QaPv^C|J>?9q8O_fj5#n+0{;VMD`TM|~Xh<O=y;k-Hb)
zo{8^hBg80kN~fJj)y7x>(R<y~q(s`U3y1-#lpx#&Un^APOpocV-y^k%A4jr!YD|(^
z*0_UKu+@fSP;;M%uG6<>F*5CB*caX-ydQT2?IPAjwVch?cDGCQBC)ME3vH&I8P&$9
zw+X1XGhDv|ANltX__+u9L*jvnveOeMx+;fC95TAe<U4sFESBXO>&cFp^O<;o6!7_l
z-e|oO1!?O*cr4S|fMBzY`cmj-&^eaBFj)CSpBLnlC@{3QLg{G2Z(RU|u1fvtZmtYW
zc!N!@0AVr*V|tOjN8%d5KFD3I*kssZB~WCq$PzDQ#xlmDVb3PxPf;}^=5|JFKL=?Z
zdeS2%emQD~gEK|10!?|1_<+B6P}Bk|dInnGg#x_D7fSwA)wB|MoZWui7G)x6i|lO*
zCAO*6?}O>zokBvj?TKmYp5_g(*;1fBM+x2_yQZK!#L*d!bZ5a@=7=LN>z5O0Fj^5i
zt?kmP><1P3p*RT|z6hBR!0U*lZa;@T1Ay`HRPcer;J~${@sndCJpBN({USQABgDJ~
zd1VO>S?{JTcU|&+E|3OS<>`)-;y_Bj`_z3td1tLRfHi~2_Jq63v%kOO5c9iX9qiFb
z0|H$MUNtmtznu5nwao)j%>>+Lmho3|wcJ|#T1>q*oD1|L+#{ka%sbJu*qr4gn=T7m
zhUR#dN#F|FsB-x7Md0(S{OcT{kt{Ed++5Cw6<{qGEr;cva}?wJt5XKiuI$Va|GRFk
z7Vuh!ESsQbD<T~=I|QB`)GldYu><zhwuKH7m6Ra2E2>)A08^|#wnkJ5IB8J6kQ=+U
z5mXZvy$;eqo|bZ$#r8a#zsx44FA`)w`SmU4=l48KKrI{hPMrI#m;(-tBJ5@(w)Ct)
zz=WO`q8=_duLD(UJXA7^l6qNv38-H2i5})v9v+y(&svscm$jI+%2jKA7WYTNU%wu;
zT~O0z`7PrL<+#I|e{##WgVB=u(mZY-vVV1<Y!U|h<>pTkS5!bW2zv|zupu%X!-)~X
z?-E4~3W6v0`#DJ5`m-2Iog2<xEie0<$1MiY4RvL|yCcd?LM+4B2@q-e#C(<xo9Ud6
z3t>LhIQ(!h=j0LD{<JiMn3gL3sJQSksXKzbBX|p6=F(csoN`=%8LrTkB6D;QAH5>2
zr2&#mF1!N=_eFtDVnut!F5Ho)1Ew|V*#Jz<5I0qr&F*?eUX-b#hTSE(68BclmQa)7
zZoOKMCpxa}A!d${Eq2H=yEOE!b=mhjHQ<!zZ{|gg1_h}^N-x=r!je=$Ka%4So9wYJ
zwjXwZxy-*T=|82sgfvS#o@m+?vbJa_-y-vl&kzL<jr5?Qr8L8>l1y7K^ym|Tx*G{;
zX(O-g!)*!|F9hBOC=&9K1b_5m@8-@2WxyI0xksW{BN{DjW6z1$=%-sIT{qh5WpOx7
za+Ay@DjFM{Z7wGC_E;XsDOb7EH;Zdi)tZNROz?(S1jCZ|ORS5)CysB0sV(#1)2de|
z3aQVnQbm-+HupW1hNu#Ap;RZJWa7ayCo~yUM6{XH*!W)!xMZe-JK#^IA)X-Rd4HXJ
zq)>?QEQ*g5K!B`4X+>lu!nvfXD@i`x{@~kV-9RX<dTrA~@D6dj3LPGxZ^2hjAs406
zNe^msf__LaJ<u-XG+p11&#YN76pbClNlRlec&^SBf+$9ml#-FaXV39fGzi$7Djj&b
znB$^rRE;8THH|GXZ54BgJYFSjcPs|9$*2_QNj@C6_)Li3;!4J6r=*xHJSZ|J^3H6t
zF*6_V@(fP@&edO?BX$Hh41Pq7n-iqXF~k!$%rJA(s@xr?+xPyo{N*MYhk0vhvr&xQ
zB<LU@u7euiCg{S+AaK{O+{zO8mOeC`rHg(2yz#7M=w_O7S$3S6EE%2E_ccU_5zoV!
zn5&k91S*ugTtQw<mBP6H)FyUD%2g8wi*ZJYbAy8B)??jXwwRuFK~J?s$K*Tj<Z&_z
zj$q|9W5|T@ve1}WUB!lc$71R#npz8e{OE5=?V__esbUX!_0zh=<Lm(EjS#~gKErp-
zfuSGv?kPMgxa6SOsp{z}@L<X2gSHXva*v!pb$=jkb!)|?o+0iVoFpY98_wp26?Qfx
zJ<6yY<ChQU7Gh`J+j|)2j3WB>L%>m0I$uUaPpsHB%2$ZNCb~HnGqB1&CAE68J?8M+
zUtH>NXjBz@&MM*(w>4?jG32cg=SnS+2S>zoen-Qxk$4&Sa%dz)><yCFJw3`|w!2Uh
zCw*2-lmK#&h7~e2lxi#;ife+MrS;Bll)PXw!8YG7t_{0R-mKl_e0P#OD@NPcKm5xm
z{F|LqKjtgJn5bk#T&C4P@CLY;;Ly3ex3I?PZ|~hkoiC+31mj}CI?{K>g?)#z#Rm(o
z-W<vy5elmN)>W3u7)_B5vr1ke*P1*sv7R2XjUK1?PfpTLXHZ)_eo(?Z(bWYpT{dwu
z3fZGHf%zYDt|Fek?<723W)Z4)V83InGIVd1e|GTI<zK}a3AeN}Uh+k$dfVZOp>J)>
zo$MK{xE9Za7II0DpOCEFHW^!@S)P__b6KMl(@v1Mlt`}kOXSL=f1jN$kjR`Zs9ZNE
z$CiYINt`9&=i;|onOu><QWAeofHNxU1|W4`Fr&GG1bzRS+~1av5T844H`~$i^mw-6
z+4XjTukJ(SGg<;p!s}LEQwjGii;?o04Oe_KPrU+2q%T0|t$10+RdpYUc<jTJ{HK@5
zl`$HDtES7{e8m2R$CCA{^`*)IrQI?baru(<_)*&0>8roX?aRA(311f_UqzA_K}^uH
zxDN(GK=CctFV>Cml5g3#Pd`q5^`Ufjk=sG0CFQ4t!D2V~a(8PWSrH~{?S6mJWMh{A
zoNUZ9F(U`J_N*WYmg$qWs<53(imOgr!14be`Ig_|`%T1bzJvuELTIZ(-)Oml%^J&k
zQG8(V8(9Q4YH9VG?V@xN&Vz|1>T(78npvT<K}!R=g<6LRf(shE@NrU-RB^<nbKplf
zq+uL9i=Y&;i%Z<1oHxcikI1!iod~g}3VEK)5@o-d^b$i^L;A^C(Cl?tz{OhE1KEn@
zih&EQCkvPSc%F@$NeX{`<8bCUC1JIhpww3jABn;pEnLQlKB-Q54UvPLUvVNUa~RZv
zvbaN*&+@qtS^YSd)YH-_GJR*omL4Y>m8Qwn!x=%85EzlLR`zk;1kSEajoWyQ{kt^?
ztP_T@D+XkAzyvT?5~Mo3(OrjGZ@o1wv!ai3d{|?9*^FLGq(oC)?lsRFmZnH_V}&Xt
zX5(9)s}OgNtmIG7cjeMDw(wsHpf5n5cvG9@o^~}ZyVk|q^bw6|!G^fzvb@A#mO`KE
zmpUqv8nJDre`WfDu}PXr75+%_K_B<MBEkk?BSgq@qsQ(s4r@~5*CkTRZ^llaPjBoh
znW_hL)8!lzN$bbW85LAMS8;0bdSSgjB+(mUxcG3vj0-l#$fjR>|4v?H-Jr7eQG-V{
z56?4aUEPvFyrU*ob~j<9+Su7yUOrtY)$ELTd%!nc)we<vqobIw(73cY#%s1|;v3*T
z+evO0^afMzD=w?TA$xn|Zcy1H+y`1Vfx}~B9UDrKBAQv;LaT%8pr0ZNPBwzoUuDY3
z8&ZG!JMp`KYB|ek&S>Q6=mMnzI%8G18lFVdIa}s9X#!|U<j6pIBrJ!WYc5yYGp0*!
z1Nec9fO4sLdw4|9&a<@(^yOpYq*L1p8noDs_OqF1#t>kpDppv=>HhLdM=-H1{MJ(^
z>-(A3UCiu4lU(vlT<o=F*Lr)^+*$PETx{~?N}P8I{rmNMFcTl|)6QI|kDGzl$??_o
z4fRC8bd>lDx!)VxG0Si$&dil*oZ36T^%3L52>g5Tu4lsD&57U2S7j-Lb3v5HNCSR5
z=z#4AW)7TmfW2C9QIM40*<nfGuvRvGKljEV2YWVK%8^P2Q(YZ4+b{YEM>J8oGTVqM
z<m#NA4JH}Z9%5z&M>n>pGa0fKE5+DxI=v}%l0>lwdoaRE!CuS6vJPapGB)B8EwWNw
zAve9;=IZ1L(kcPw2jFFQphKdzXDw%?_|2*J`N(AvI8mWfKbhTnJjNTk-1Jl;ht|1g
z4lXXm8mQ<8y|bEV9QhcL-sW5wIX&`5@4LA+KB~7D!J98b9q&O(5jx09me>3zY_*Y3
zKc697Dz-e&XWPCwX>rKEo|T8%wlmfVd{xO*_WdpiU%dBFL%MeKX64toQF>_i5sbJ6
z`a5Zg$Y=#b!Isn@H(3v^TA@x*<;kO+f&aO>K}h4|Dg|NyewLM)w2S&p$zXTaJ=`iO
zMw|%+J;BZ}_2819mJsB1E=awYjb)O#zUifKk&0&5qXJBteOkOhJQFEeia{xI{xs3x
zTUip2p|fe7)eYY7sjNLWIkKS}Y&h4!Dxby%WDP~u1Yr*Efc+>Ie$(t75*=t!QgD5|
z?;rs|;b_$i(%naxUc7wm!ov5kdB?U^W?^8Uf&i@TELnykig*$YO=J-$qWCaM-RY&|
z>t7%O$urkClmtfe#l@{pT$B_?usW2+$NuOcyp&GI!4_4AieI+`wwk;WuV}DCr$mAv
z<v}-pt_D(#6$V%&5u<D26E<__=#=3_p>a<i-huIS>ft7MuLI!`#?a!(YiI!$3vQs$
zArcQ6jz;(sof?Q9ejxm`@LO~&BCGOe0Ju?OoYfw%&cD%ffY}ADIM@O2F5t|-wxskD
zey4MCBlfdI*d}lDgBr(xxrV;Bf|Rtfm2w5Ku@B0Fo2JW{Wygpt9=ZEPNv`vjsw5j~
z)BIK==WadV809NNw7hC(e&VpZy%mrZyDa6p`j&w!h>Vv~_r!Fcj%zCIN{JC^c(Ern
zq)NUQP(Weha$Jt)YuM{_HG7^Pfzm`Fsd*ncztyJ`3BqOhas-uD2^t`h*iG56D7|h}
z$X(>6?xVt?&w-s@BRv+C*7M+T%B$2yWc;u=qV2%f@%6JAf$gMI?1%dVlrFBR6Lvc|
zj|h}K07WAGqYc?`F?<EV%&es5pbdOGPq3!7KD9!<3TXAUKmi2g>^erpe(jX&=9Ms6
zUb1t_d2+f{=dv55BQ(C#L7Oa#Q>*IAGa!pLas=;jW{yDfb@U?pvl8GUe}{W!q-fkQ
z(I%NY>?fJd77_L(n_BpgfxIeW-Z{96KI7+caz;53jWS^S<kO0{XDyVAQT>(W0>9P0
zrrYJlaWVVi$y*4fU|KcOOI<Cu#`^nFAu)nTXB*>)s};T{{;@(~ljq-+ofpAz#fa-H
z(p70bCTm=B!BX_RngnHR)T2D)6mxEl1>tl)x~uFg+_xmfSDy61YfS=+Mw!aQiKA<6
zU%va9L$YFU+J>^oDjAY6lc8c{F!*HD5<!f--tI9nMrusUvd5bzsu;h~fVPy<_+$(}
zv;1~e;r}>n(=gmCnLO@b+VdViuP`O3tK&M`c<3}4#2-2v8t1gEa)sm)wKo`o4tMWw
zmN18sAoK%81BU_wu7yIQ=sBQ-LofWPC|nI~CD}*41IbsG2h#xZRgzRyvh<q(Q4a5Q
z>(+*P%Cw~R#W<U*$z@i#XQyMQW9dF+6b0+H>j)(+m0j1<(*Fl}K!(3L-D}v~);sN(
zZnI;&)v(DOmW{jQdHH1^cZG_-o^s2QoMNvzNpDy!58y!RH~?@bWD8hQ7YC_ekLRy9
zU-t(}vegqQHxR4pc3CLu<>EIWcg13H6(jvN;frb5FzV#$Gq_l*pTR;^ST6ie+0b#4
zP6HUKl1|s_#050O=@hUtjXM~}4N725>POes&i7hdIz7t^oV=+$mTSk6Ew?;;c}uow
ztoFo2X*ApN&GzGMN_RFJ@m=u<eY$vHFRW<S%31my`hKJ!6Mtld-L0;qiSNbtw$I@w
zqDR}G==@dhYdY6eS^3nGJi+n{p%=QTeEWu0%9Dzi9&buByyRH{F3Qq`v_ql?yRgTC
zrpJnyCqo}8XB8S#41<74Sw#^&d`QjpDA^FxEq3(AlnOluepk(;Qpl+xhDnG@P!yG1
zW#yB_xWAmM(47`9%K|6nHANKoBc4-u7%>!$L{J0zb>$_|g7-uMrZ=56kSK^<BK-(4
zNGpdIwwmH8Y7TYKcOyTF0brem5hL$PifY6TZ#Cy*=VDZ>Cof83p6xkpV{UsTy-roq
zX|q-)ofZM$dJH$(V%m<)jr%Z>dJNd@SEL4oAtlEDdS0KN(e?9y^w-r@+fWp$`l`0;
z;WC1@u!MaDsE57+{1GXR!uzx2xeHQAICF+%1_CM{s0%sTc)We<#^e34w|EPgD<2{Q
z4sGQuQdiEdg<nI?X{RmYM6M-=ZBYCAK;Y|F{=R%~Pe|%>rs}S~{u)RC{m$tS&AL3i
zs9uyBd9<YKA@QE;C&otiy>;}a-Gf`i%zM`Q-Sg`@_8&erMBl%>eTsJr9=8yi3h&vk
zw{>sccx+ww!F}`i`}?+88xFJ-Cu<9{>n5K6!=ER|06UZ?xd*!f31x7TB}_%Ji^Wd&
z7IazD8!e1N7P2L7kZ4&E+3+<%rO$-JNE-2eu7$d!@i32*GWH^*A-Ee(@ZKQLdy|=X
zA*nJ>eo4-79G}&^yb!O@cU#R)!24n6@0?V^iJe!4e*;M*;SA#8L+xD#PiU=~^`O)P
z`8;1&3Hbcm{0ICOJk3||z=<p`@maP)C0=PH%&JB#RhOry_5ZlSYPD?R>$33$<tB*w
z3tv_BZ}3;MM4Jy0L}v(;04bd(NQgm-s57>ypK_WsQDxg5I-JzRdpjTAbp3;s+UK*6
z&*QGNAgvMgwq0YFpL$@bG`*lSJ+wT&Yr~_5p0B;LFvCa(MVa?Im4E)d?{3`l%$0lQ
z$d0B6YkwW^Uc<a~F|s6YStF-T@HM*Hsg+O(_cxW)lJ+3=K=OX|81+KtL}D=`B#=zW
zOr%Lx6Pn{b1>dF~QD02bp{9DlUGSOp5UK~@qdBj=tWg>u#7AJq$GjTLu+A(f#$r?`
zL;S=_#S2-L=Ft1W8zU+Y0Oj~HKf&+dnPxu0Q@q@sBG|<p@TlyVaO`m0;9w3ro^u>`
zyzThF(d3A<>6hBOn;G!qn}iyP)#?(gzODlTb#E!WKW#go8N!$(Fs2h2^9D))Q{sdv
zSD+a@0~lr-<RCj9z@b5q5@jRt?be8n?)mVC56vIL$p`jdr?j*s+M080AZA|m_PR@M
z-ZlRC_dY&!%X70&V(sMAP^lxO#RIKtf}H3L9=YqOr*_{uel_GjP?XsQ`JY1r_+9H+
zXB-Dpk>)Z7!pXwHS^1*Dk`os;OoOv}dZF248c|l}_Og4qKe3;3j<Pr*?hq$?nQyzL
z`i;Cf8Xp~)?3^`!f}ajPCBBGW!xi>K>{VmY^ln2~!T3uPd&2N4OWv<{8nm+Jpq0+R
zMT<$cS{X$NT*qRT%hi+${?byk&aT{eI@nw2QlkC&bdU}Z?$IbmCjv?^5KwwEt<FMa
z<>Q5Tp+J<I3x~a2pr|PU0g5-hsJtBDNM^8km}k$k26u!d)iVz>AAZ&VuQY72^ipmP
z1%v<<umwEuYY^}}<bXE{IS_?OMy*)Jh}v`|!SaEspNryXq!^F_MYiYX-(@98@66Kj
z*TiM(!ujurZ@GFQJxQwgiTDzhHb@GoQ|GCxPE=dXXTU#$2I~j#fmMM=)7UQ2|5suI
z`Mz&SP3Vm3T@bUa_KOyuoA;+Sr`8{}QXO&i$G2Xxact(zXKueHze%}@b9$P^q+~`n
z6z;5@8|vHx^nB=FyLQG|KOf#H?z*F^qp<Ui&n_L9y?G8_vTw4Z7hjnTX|m|`IkU?*
zS(|D*-`qHX-zB<h0rzKs`!dR+nw4)BxNKMmXBp%YT$F#SYm1xG-0j)5?t%Dv=csGc
zy`G(NT_#Lsk1{`Heim3@Udsw9S@uE2bf;Q;WmgLPoXhQUH${=lEw-W~QOm`a_-HJe
zi_+03m(KW|O)AH=_BV?OkrHJUjZ%cxk{2NL9@aLOy%r2K@5SDTqMr`0R^ah}5aT;N
zUIjLnt6+Gi^=bnp<Ri3h>}QZ|tKA?hFcmiu7#~}9HKLP5x2Htf3lQy!42Vq!R{1Rb
z7ww%66`-<>u;aY*&h6{(yGN}4@zKXBICOO1?xD+mdE=SKrf<L9?B4wse6S~Z#i4<#
zV}GmMFo)N^bm_p>u^$Y!$-cI}Cr8?ikHG)do~~U?zXx0&#`{kq8m6;-O_?TZ7?{+{
z4okX78Y&>hKVoTZMw;B0BWVL!a2f&1k60l%!f<#6V}v*h-h9PD4R5>L@+28%WF1ah
zFiyIHueF3s2041?1~Y4rFc;0Zn^AdriTuHa>P516x!*=DJ(*I~1WgSOG3gAGpoY~U
z@LmZu2nTet`(H3>gp5i?ORUq>gpltqba#c_ZtCA`S8Z$?<sHAr=j3AhY@hGWcXpiI
z**^Px=a<+?e0KbTea%ag#xaznO>q{tbX(W=uA!7REo@?A^aW8S5NHBgsj2|2Knp49
z%(@peWtA9ALqggYq%mnxfeni<9TL)F_T1S{t7#wZ`QM$-=STkie=q;7iJGCY#P(Zj
z22>>ylnQD4<|xndqvnB6S}eR>U8}D}>g&9#H@5=!M69;M576Qc#P!t5if!do2eD$y
zSJvs)N@7O%x551ww7}_sCq{psD;m^1UG)27b48!FjHy&Rb5-;NjR~j$(^(jT_@-L$
zHp38%(Qxh&(#?~W^)?%!%~JSH%&>!e_Ryxuy^Hhn`7l2i^aPy*W}+fHCVjShu3WLr
z45y>H)a0d!srkMDAL=$)-Nk_s#WR5}3^z)RPcMABbwj`{dE<VDp=_9`1554S75<mu
zm0@;6<@j)=QjQ6UfSZVS*)X%DEad))z!rJGvC$ZTER7@gAXC7sW}Y3nNM5F1XD*Gr
zIsO*;d+r8*ZNyCOBleXRiN(^3r8i2Q4!fN%OwxtIq}@@NG!}d=F>|)7h7K-85y-da
zR6c%lFc8JY0xmo0peGD*W0#mn6@0h=o;ObP)4xRrkRBuf)3OomS4}dW6%NQ7vOT|n
zF$qdAB16p$E3($0c2P<aGWbXa^1I~^rd*oZE@)a?C$x<F1+fOBtOlumG>gvS+jR(k
z9Wpq>X4>%gCv*lcm;6?yXxHf4u6Ck8Xtag31uBHJMN!?2S(afn*fiWU;2@HE5nFJx
zn9gCH=LG}kY-6uYyP`4D`x<q4;g9<iI<V;v7n6gFUp)QjhYw^To*(ty|I<T{fAg2p
zgRydDV&S>%Bg*$irH1eRnf&al&wNlikV8v*Qt>Bt@3wfOgoE}uVq#Jmn?7C6eP4-G
zIchu*k>*m)bKB1So%5dGJpYfA<?m*HaAECe@Zq81NMUC=w2{GK5|g1CzX6pY1@2Q1
zl3TD@`I3z8?c8hH&m9OYnijc};>l3g46<J|%qUtyP$+l+U<gN|QG}vXV|{ayl1P<-
z5CeS(g5fyt@zNfT7l|UNC?D&iW3fJ=--yMcW|zg2mb{+67(t(<pxa)<v7omG0!w(%
zquFfKfG(vzj%nE!M&4L+(A7(iqThw-K(FDXUR5%yd=&#RciO|oSWntK@MM$pZ2{Lb
zd=)|tTSA|DS`tvqL*wme8ZYbtR|HmMJs-D?_Y`4!Yz59ex)4CiExk1WlUoWVx3|6i
zA=nDAWmFSz;h8>oz$Edv>l9s}{Y?p|06@0*j^1%*o1y8<R8!lVZG>S0Nb8rFVyHAe
zyZ&J{q4u0$9Tux2GsOEBxA}u{;RxfVdxN7D*XgiFeF1C|B0L#%cAWc<0?2oU)5F^v
z)u}EUX^q}XDL?Ly2cyTq&r1>7#e^T?KiN3*XXEilyQNMvq<QcI-+pfB>tGNIB7=Y$
zVh?2%=8>#IMpROXsBTZPf&;ez7*-zh%}G*1F5}4I&Kml%+KpopZpURi&-rMM^LZ>>
zSn_cMdzOKKzGF8XM)4XLUqT<W*MRUV`2fkO9);6D%jS|?3p}l=CWt1d^4{hZMKQ?)
z_Y7y?++mL8!scTwEbl<6{ofW&b81et!bN)-W7TVG)~%FR*H&*4Ewpv4?+RGR*L9)|
zt~T{l^;a&lDoz)zI(!)xqNklM+cT_c&$N^r3i(~yOx=ZNJ7BE?s(?R*vpHGLWz#ol
z%4&CJvcl;6XhBZ8f8ymm%vcAL4a>Ql9L_e5tc{G@2%3n^uzSXp{$OwxymzRF>9IhJ
z0764%eg>I22$t0Z?x!<~YPBa7)u|{dp_naZ++}g&)5y;puMk+8Eh-z?S=Q(Yy2b7o
z+OlUJgkVCJcsL+HM*$*jl<<MXU>QO1PRZ=IKq?fA|E@boHlyd7_?LrP@u(rxU^D`X
zrd?2`0wD(g#*h?pNC?MU9kzrOH(C<-U?WlkJ*rdEUrD=Md_bfF0TCDhV$^JVz!9Py
zjt~gJAI3uf4q|XOgK#?$T9zYLyi=CU-1FTbza=6Q)^3G6%h$lW*IlcD8oet14voWJ
zeHxJrC=vlTmIgkSb!G4*<)$R)moTx&t*+9I!JJiOcT#5c6b^f*B?7B!x4woluvWj9
zxCL7SDVDWNQp~qyph<to|E4RfD}!baE~M2q2vG;Hr}UM0AL}CWUHMbm`j{3QY{be+
zMei%UUjaz#aa$AxA??FDb)qwxUEB%jArZw;Nd9*77$zI558W6daUm*Lz_Ph?aB!D*
zmhq-2igvKcoN(~rM3|MTXLi2~rg}Pp0y_W&K;C&_%560fW>GYT#8U6n#N&UJB!@WT
zKC{i211}tFoHrib>84y>v!Hd>eUSY-VQ2LMS)DW?fJAt}tKG^LWJ}Li{5P!8?6o8;
zs%5jqXz3ku&PhFqUf42l(&|Nd(n*t~({3R-$w?A-9z0<FHMjv^8BlRFNFpS7kNk)<
zkTsA~&76s3NzQz1s-@1FSL>OIgut=3BB{&4fV)Vl60Kid3o^~Sl;DJSeekZTJ*X0%
z=I3^I>svM!-nBNLUUp?jm1!rib`Gnr-u|-szj6TaZev>2#Go1h3%b5owBIpn3xGQC
zwvcJrKKMVR2kW@)Y+QCzHYi~kZpY@FA`W_i-6u+H9F9qI71~Za<XQenMNIkwhtbPN
z94;OULL`K5KkqmMQ`U@OOnt%)9b+g4DyHw?JFMI2`JrmIn%kb=I=zS5%j}CT;)~3Q
z=<)m+^r`4m`7<Nu(U)v5rOuDM241&bO#gD|YUXP8YVJz@^5~_p<)Q1@>l4BKsXgg^
zqv$kJ8J(U+&!kR|{$dQ>l{t|*nmsxC$i$^grv!qT(0F|754Uvq{4<S`#^){4bYiBA
zShE<|w83i50;H7ecQ`imW7y111f$(<UQR#)C(PL_pDWP0T;acbmuqkn*A>U_-IcX^
zdA-(aSG%^ftGBGzT9#}i*?4V?v1|-}U}p>#P#}<|CInAO8%P6WAi)$$n$!?FFm}qL
z6TqQ`kjgGCv`J}crc-7*(+{1_v>)80bn4RSxJf%5MDOkj;|#PKU0vNP>4VPyob&%3
z&;j~8T)8f5F4yHZ<~lmE*^D8y1{ufFY*&tQ9~NY{cUXO5K~4~dFC>wvjiEn;uuuU@
zzP}>_FK1vzhIm_6@}#m7SC!n6h1nhhH29WIWoO_`(1GFabxrl%&Z$_SY@U>|xs>fH
z`jK*UsK=U!a+K(JGPxsnFNftEYeICE&e5SYk4RyWzsPN3Zhn3)Pa%?=%kM<@i^!pr
zK+3!31$rne^@v3nG22KX##9EyN|h+kbFuN{m4}*dmF0*X8qor7Q@RuF_3}TcNLMJ-
znbxQqP%rz{jV_^v+ih8#>+(p6E2D&p9fY}I5rEK-5lF-0DZ{fsBxqj2J(h<pDFCm(
z@>J7?wW&;^m0oe?jo#I<tob>wUTZKo(h0$_cdg$O53O@yxY1Nm6F>ab)yq#@tg=&r
zuklAo$NFzgGepo;p4H=H#iog#mzMBSqIPu=*6wL*Zq2k5_v|G}17V4D*n&qAqDTBD
zY}sM5m>nb;-utH$f5q~f1de3_55TU5;%~7-Yb<)Z$0S!y0J-B7s+@XwOl7cWiNT~(
zB?!~S?SR9$xTcrr)Au=h`4{1y=$P|-;B0UPoADcm;c)N<#MkQAI@j_F@;>WSfmb_N
z)0-Ocqq_M#@P-xMjjFth#?uG{(FqSkaH|2tBJd4^`mie!wMHV*NcbW2Mk7yvURlrK
z6j#8;ucU5A<uNCW%r2rNctrhB*)qx|dt9W1!4cI0BTA1%uzW89BQgd@{s#t!yXR(S
z=fjVa@Dn%~CGRLKr7rb38vZ{pjFL|tz>x3ZPvG9iI7zj`g{(t)_Tj-F{(LymQoY+o
z=}ncXW>>yH6Z1vfU$(QBszB%DP~4R`{yy(vO-{cSrBfQx-)l`ZZYi$IQKY53X3%ml
z9f<nHUGR;r8mohe{`&2Kr_W)dJ88S1(RvZ}Hlm!ligKnLIKY(DqQmsK)_|Y2yvs~-
zSIk%JKW4P+m?6hO%MoVWa+*13Ch9F2#|lf%@sw`Ryv9NpOr}b&k-*E!Xs^a-E#Uhl
zGqJC$KS}IcmO4gE5E$WLN%=YeWCsBf`V2_RQb0<e<xBy<0})7I5|n`txbO!IQs`4v
zq3*k?SlxHgm@2mz`9*COD702gqr}hbMWIzjN=%8Z8NWJFoPBj{>K(`(IB@a&x{fzL
z+n7808P;>W_`6G&zy2l+UV67Zzqz>X&W3I94C1K=&SEG23ls$pNWgxnYXBZKoi<IG
zu9ugkZC#+9Y`1mP3}~Mwcabl$mx9x}>!InI+bp@v-2(<mTm(tC1aMgHtxb?5u(Pyi
zw~<!S=2^}a;CCf5=oUTQzzgGk2)K9wKPtK9@(2PFct{t^Sy`6zdksePs|psfbwQ4$
zA~X1YK%j(<r3g8%L+Tb#Hp#}P2+5UNO+bn0A)Y5DiJL?jF@t9jk%ZslJe~rJzV?Ge
zij|z^W>%RCtI&a~PTpf7=cr?8w$4z%Gv6On%c4{iyZ_9@sk!@V)`st@gs>AR!{MT#
zq14LdVn{!M0}=K$qQ}=hT+oWBSMwhr#R5tV*y{+Pp}zjnkYGX5Eyb0CmViH7zWw6R
z(96Yd|1Hri=InH`TVD(r@-5!`w2QA!KDYFX$&qb+ExFo}-_+t`AMe|Gbm#AjX?s<%
zxRSQJDt$i9lD+syzm;<mf%}%u%;@+pH}?$u>%2VaMUmPcA+-e%hwYL<%W12cqMcDq
zKn_zL(Ugu$VlTi8mG79R+~@sg0~ewfW7h)4asR2<MGoHz_xq2;@D4{OHwf``G#hV+
zc+?P$*9Y(u0LFQNGEhd*pocn9U&;Hzd?n=;m{^nw3I%*zvH+jAx>}YWLKh`iDM|<z
z@R($>84Y@p5`zLof$ON}3GfgIqQbG<pzcu^wXZ)#Nq)3k?j)tQI(d_L7TvK(SOzk(
z+6=;01`U|Zh)B_tXh=-Mk3mW0Pm!vn?w7wizc3J%<Ru@;OU)|7k8ITGlFp0uRkhuz
zx^@_pP>@zdRb+kG-BiP+8<YYCrRHbGKPpb!X{#$?C<=y6jK9`-_`qmy`<AUUZ@sW_
z#W3w!u`0d0_>W~`Q}?dZ_}G7rud>sE&gApy^c8K};oMJFHJsUS0<L_vfBDMiza#Y(
zhiAH0wQYmTWR|Z%MbL!w4S|14Eg14Z0j*v*fUnoDH}r)r;Fl^cFy~nPL3W&d5XQ$e
zCpDPU<$_?j@Rwjn1l<s`@|X*QLcAQ77vO~Cw)(VMNCYAJlFP*lR-PAlmmw(dl&F{V
zJ$hU}gGm56{*};eUKS-rr+F#al;ovIikG}-xzTd*=%T7R33v$j3H}Cuhrh=^;I+v6
z4qXfLbV8X1=1b)l4$t17RVe+DC8_eDYXzki+tF*XdbOhLIY?oP4_`nXS%`pt0c#$)
zjB@oQIQ07EW4(2P-_1m6L4y%GV`T-K>i<HGvqsCGoaQU6f^7-jyQIj%@K@RbzShR5
z(`C`>bfmQDRBQhz{W7+FBxW{IdKCQ!b7+$K1Vvv2Kb5!ygtVKZnsr7^1!J^TWCCSD
zqo?8|jzc+0WO;e(KpZy1)o=sUzyj1rhS)725@p^H;V8gsQqp#dp^eqvN+Wg{+=7zX
z*xUmlyiI2A@PFk0&f|OeV<?h0c@00Q%lOCH!;V{w0su)=1R`33J2}bRWH9EX+8Nje
zx1ds>{wdeMJTm_IeEvS_e6w@NV453e=hWAHSZQ2xUgI9W+>n&yMzK`pQxr6hr4Dtl
zgdD>dmP(>P)AG3i`=rTN_DuKETy^a$E2j>0tQX8t+SlaMj&5E#L{(j_JGz5s$!(S4
zYUI|xdUbc3C^Xi8<8|qox80@~Y<uhFf&UU-<*`v*XZ*c6cJ}a|v&YPyvtE05y<T=b
zUhieE*8}D70X7AP+nB3Oi%=t=Es85t(o!Ux5G+W7C?>I*s!bhI%F*D^k|2eenzW@v
zs8td*|6rn4sY?$)DY19^y;*aqmAb3nym{xm_rB}*6{FRK>s!+s_px*&Nwm2a?sGHq
z4Dw^mTZjcRw;h<UV$T1Ny+wU)qMz^#qPv)`@in8hCfY3dB<kCsRFof?%$Q+04*9%(
z4|aQfet{JktcCa_iVQ;^Mk5r~@CKl10jCHKS#$=XqSHcknCSpbm1#_Glh8@dJZL(P
zG2$Q*sj@khOup%&^Y>25sb;YO9o$Rcu`ITpP<XSGWUWrcYlR2+BsF22xeIQEX!m5r
z?+};6R_GPn`iz=IfLgmM`9VIfYBXCYV9P`$M<D)&kf{_G`ky>1L_7~=?>=rFKH;?(
z#5!SlaNV+8KAw|)d_@1XLu;64N`G&gIo<EI+Cugx#eLauwm$O|^@WIk*I{zkgbiH+
z-7VlF%3f`=*i6~d@*=snu+{mrW59XB@hf!Cp?f0H+p<+hcR6~|8V8+01qT(3*5#?!
zbvPexi}pnOqjwy4op<t_y`@m#b^355mv45u*p#Edha;ZWL@G7Qi|e@p(jb}+@C7^1
z7X*{R!?yx6F7Ouppl$<A(mzk(4IcOsuLxojuQ<{HzK8GU5Av_@EDxEYQkAOpC<&aX
zm0q-YD$JM^XJEKm+8vcL-lUd_7>YJEcoffwhxUlAI**HY!AJGG-c@DzSo#N|{JBR7
z+1k_v!1hRa%9&TixrAheQ|d@a5g!m}5>6hGEaZi=k>!3s0Ra<%5|U8ySCueA)JAX!
zhP-1o^J@V#0Q`X2Yz~7#Rs{d3+(G7#GiePM$z&fV+(jyzr7!(7Vl-Immiv2_XH${5
z(b6?~b5lZzuavBMN31i@)vIJ`lhO4N(GlEwYUf-hy?y4y_d+&nV4G`qOE?~?&UJoP
z`pb1i?mC9kPkE}W{teErXX}%-nP*EE_J(-Zyc?H4SWGl24w^IwniNK#D|63b991mo
zs8R(mrB_p{=r@@Uf=r#a#oIyAxoWJ{>2a0O#0eaSr5f;b4$K84L%^1_wb^JJ#GrHL
zh(P!=ac-w$Y1PMh!s%N=S)e3A5%vf}!c~D4+|j_GggU~czsjC&3-^Tk!|#Nd@Gt2Q
zF=8YURY){Rm37o$CDztKT!O`yN_(UsX#||9)F3GmEsas$Gm*xR1!CB$N=$))Pg<tB
zXX{HK5)t}PxIHC;Xp<O(TOkI}iTe0ja1Zd$WYs?iNA;CzP$FR{M5*31j)MW-W7V2=
z3w!NBqoFSqiYXTN^Do=4)C!BmW-&o`6+4$~Kh`}x7(5e5NBti6{Fv0ZAeBlk{%Fi~
zje7ccN(ZrL3~qf7-1<VSRW=(*u;36EL#?=IM^4BjLzr;3{o<?mC*o-AwbqkumUa+~
z#kD!OGdLl>7i4vzs@Sp+&4_L{6^qpum104O2CFHzI}lau(Wp|4f%CMc=M63#M^-}T
z0*+?A9&zdMd?b+w8<?0_3=Y0heYKjZo-k6A3(n(3NP*PW{hcVG5<YRVsI+u76%}8)
zSX?9-72`qUNh4!)w>OH5#<2a=$0P%qw0zPB_epY8h*F<SfkjRc`+>`b=&wF3x2K4+
zd|+Od2~KM%Xu<d_msG>*!@%`0xqsppACiGtCcrx%b)b<jO;yU-a7OwvS)dInJI9-4
z(N?!Av?VO~>QiQKjRO(|Ay{0ojCUIy-fSe)wlN#d1s(H-*SF@QK_M<lHEvTCpZtMX
zWL=%@E<e4$sj24Z-iDPHeIgh(i8_n7>BZ7(Jposu)Ar5ocv}S5mHyG)=yTQv<C4n~
zp3eQtG&e)l5LU6Fw2<BhlFeaWS$j;zve2B?iEgn@Y!!b*ou$sZ&ql`@$LVqAig?9s
z?C`AieAPoUazir7`s)2|*==PSl8HI>QLjfElvxc2CTFP9x|sA}ZrqNznu+>|-y9sn
z7nQ7RRSdQ!vo&C)tkJ4(xQJ;Cxkg;nQr8~W&s?<RYJfJ{)zO^mcqfb7vOU@UES(*r
zLyD2PDU+xtlc*;X<8py<4ap<&Ety^_?~y4<Zjcq3mWgTQ@0(U%#kBfJc!Y{d`zBG_
z%wLIRsWGvFJhG9e8X1{Og$hl<JFwH~;vX2<EF&Rw1%aKZuCc;UDpG|%tx7e5yQ<yB
zcwtBOi?TsuYKb(|#EaWXzxn9Mp{77`ZrE<r@>-VDn6n)l5;;?Do+G29_cwp(g_6B}
zc=30aN*1fZ#HWIFjU7tQd!==sy}mjbh$uQXsb%%motui(!14K-TH+58;t=}u)X{Rk
zxo}4-Y7zOp8W_7k%0CPoGETEI&*?|C4UnIKC95+4T(GnNt<=9Y&E8w8A4LLL<>AkG
zPm{-9@<!dqDEdCV4u=_p4g*$bM$wQak2c{qu@U;7qeja?2H|S<%jj(il|O~H49r_V
z<;%Z-@dJR}00}T3pa41m&j9`m=mxaFoB==$tnm`y*QA8@ac&*j$lNFo1Fo?v&>(xc
z{4Tt|5BME>89fj6EAah`^nvnuc13xD*;#&DGg`g?@0X!}0LEQ~lB{tJ)-y3X(Ltzx
z$lSmP&hc+(-vw=BFmIanAtRMXAJV>Zir#>73@YEEM)6l*UIQRQA0TZg0;NLbOUIyp
z0_t@zXBE^(pxqAdJ+OX=i~|&4j33H5uyzdAor3;e(hg(eaGntCdknA+`YzKcbbv~s
zDLPetlIcbE*>k^4&P~pI|4i!sD|`Acz`A5@<xy1j_Ye>F_J8pw*wb|=cK~EK%QW>{
z^ahhe+Za?jr?I1F3AjIk+(+?IKozqEiJY(e0_?G!J&V#%Cs+?y1M~mM442=hZzBcz
z>NPK+L(tw%$)ICtbej4WngqpO3+J5!-(!iMz`YHry0AsPHwsEWbF+L2-buZd^I`q$
zJq?q);SQiVFh2v|`Wx)yKeShUa23@RKf8B#-y@)aSYn9*1d@mn`I-WWVF+<RARwS7
zKpH5e6c{1~<jd0XVF4{V7^4J%KnKc~O_XVaK&&NzNJ7U3DjFO?a9UA82BoNh(qvD6
z=f2&?%L_s2w152O?B2Z}=iWW{cYf!BHQRU=m<!*^fI{&H>vzYQPsD%UV`RIfn5Q*j
zZw_!D_O&ns{sb|63~d9^uRZS8VsD*e5%!qGUL?H#<Ku)6efA~f0+m25d`Scj01Gkh
zBy4xI!w=(O#9}4-_m+4?TwDyrCRa&pAm0Cm_P*k~-UH%WVk~rTj0NTt+6?3a%N(Lj
z9)68J`o2iail5%x7bLbMW_;_##v!xR_)_mv;>xr7?wzJ2?F05Mu@$zscM|*Bp2M9M
zTSP-8W@XN>t<rpuCihY9MA&-%$o&Lw?A7)hWqYxn=3D<P!geL^#<zt|EN!rQBlgR2
z2a>3*x&#h7g)^K%!{i=YMYPUbPPYfnQ+NE!k(g_3lwBhT)ELt--+r8DrBzL9Vb@qS
zW+$u0u<cSlXI(J%+ok3rd2Vc@;rA6Qi2Qc5?f(tT<8~=c!Sfe(4YO54FG`LGoHu#^
z9es=TGGGaCPw-x2O)$?W4`fj*#LYKAzLid?b~<7XRfzQi&EE-V&vFRyU{I#@Tbga`
zH*Qf`Mxs+nkEtx&QLJSir=<d!A9iLqjzY1P>f1)K<XJynqwHbfeBoW+>bnPC_3YS&
z?_4RlLHJqngK)GU6t9RKKQ3QH4mo)(J{!g<uZf7ym&{b^86B6=R&tB*yW|$EKLP7+
zz+78p|C%4cal(<pbGY*({Ql84Jif%(3x3$6dAOQ#{Cf?^JwJ<Y!#y4W57X<K5A$if
zlTG7PUmBtLXb4TPk5WgSgS?z-mGO4XWw=j%F4cLoh6}=ZG@dVo_>2!}zB#~e$o<rL
z6ZzBLXtc5aLUEc`X49YbJ(N3mg;KFrmU<POTgUU!)>HKd_o7{WNjdu42h>5$$2f~u
zNlsKVC_(4P4>(^9paFX9a!$9dAa8F&uJGp5ePHb(#3ZzUGm#ExF36D>p<8`EmVY0}
z<2M5n_$_BLRobJlpGow0?4??tK{;3IbC9vIoGfP%c$8mIwd|tLUo~V*9>1Z_17{R@
z7CJYJrofy|J{9TnkTFZ?^Wa!MBe18@Jm)Ib!CH2I<dO`ours(&bE|_K_Y3T^19Dpn
z>MwC0n8mC*@DV=`s|rd`3wf&@$6IiAUA^`s;eF90qBlfC*gGWmbGaV#E_7N9r3<Vi
z#AO~$QCom#sHMFHTBMwpX{}I0cPooa)I#W+kUkNOkfrZSK5w(jG&gtEK41;G`}iLR
z!KK;Yl7WHe_!Y~fUPSJ{i8vML=OHx$UK`C1z0+m%-(_B={doTx@%j@YwE*pXL<g$(
zxJE7JLuMf_Qe$YZI>PUochWvH2tVHDtLi-(XM9DKY6%@sL!p~yQk6Q)XVgJHZ8oQ2
zW*To$f22IMl&jSfG*Uf|`Cgzy>SeyDp63Epgc$vn-cs-Ia;qQhvzlYB(^P3ZO~vLv
zsn{7#tz<nt{}Nh{`C~MeB2F+a653ZEjeVYKCXn*{o!Y=(@zwX!_whRZX+JQp9)~{G
z5E_Ov`v^z~S$8!4NsjQk=Bz>Bo*+1AJf-1#JEHna!0UJ}MBiHA44$6^p2hQTLjTSE
z9q>5%eS>L!1a!drgH}6w(&L$Y^uHHvj{z80e+=*K@r-|3Uk&__sP1#vS-=21{|i8S
zo$VnDXo)fC$Ff#Wuk9=JUk{wX^Cs9wLTz<B@qCMC{{*Z876Co9evQ&4{|9^BeDr;7
zR37RXol|bg4*FiUVeaw%|94q0x8ydm-Z}XDi16ozInTF<pNdEbw+g=ruL`#bp9-IZ
zEjU&4n&cA@LCEsQ!llAz!llAz_EInJ7l0#HQk?G>?$#c}RgLPyU*H~3l3LBqq!i8V
zc=j#0y0@n}`iX{h`b!^5)HPi>1+m^|s+R7zK5?scZMhjW;;p*A8|mjouf`iDIm;PD
z&)C^+wd6BhdrZNYX*h=wm{;mPt<9+o^le+onPw-<lfn~18W%ZuHdP~UE<m0>VQrvO
zR$KW8p00g_#{;LZ|JQ(vn5UyEL#}AeJI&S5A@^~6V;yZW2hb+Nr5Nz$x|mcx7(BxV
z1M!p;B(88?<q8Yj68wy-0tH;<r0Ci;&i}voH(&eD5t>9a){L;`^7h<F7r{UHHC^&V
z<huU2z$*N!Djw+TtM9sFUaZ}9otV3Bz0jyGXjnhIZ(V|(xQmB|wc=pZjGv+&7)_(X
zXB_2=zZTAAXH$35yCW0T3a#CGc<6)it<k>QtDkVrh~K>wr*)9z@~M18?GruZZp8Ui
z3)HvBzej1T+D>!5J#^K2HiepN{z%ky;9wnpDdbprGz5O6dFYHfb(vnTC7;zk{tSRd
zva&I6Jbx5{QlQTKn38}(<d{lz9Ej&v%uIKqhK0D!bPwa~F6*^WCRkmeN6tfkt)$x!
z8*RiYoBGMwY2g0@6>1m-fL{TmR-o>{S*e+re;+xrN9zvRhr1qq_p0{#E++e9oEDVi
z<N`6+$1f>I6`@v%r$_ChZn2e%x~v@#PlMHmh>Jm}YXM_4|K6yAt)l({^Fc~SOgv@A
zP|(<oIwaRfgbpqP3PZZtIHi$H?*RWmO_u~D0B;M-5;G9e&Bip`qs@rHaR39gIE$Z}
zDMoL!U-qyq0zp8jTMgSBLnTHmeEI`rn;FoySVy&@)zLuzNg<&AD4`wJY-6r9hE_-6
zfoNc?*zVClyV!(ic<t??fp)PO(Lj5~b^K_mUsHZG)t(p)v?u-#{Ag<4&e1@7=NtH!
z84a{&-h>}bopYCHpuNit{CFrDXn!c$59GRazzXOn=rukIzIp=oC~O>TJ!~_eAf)4X
zdZ>@?Hww51m;>P5h5mLoUjvH<e+|zU8n)MCP8S-T--qoBYy;qf`<$ok??<1jc<%;?
zPJ<S7$9Usf05N!mUUj<zF7PQ33&@zl(0Y2jtbHfu!*}|*x4(;c9tpcP<U2z*x>sOx
zG3JhId(dZsGvJkYcRatbe;OPDLtAnlFc)Cp$G}8jj(0{m7<0s%2fnb>Di4Hsfs1ih
z2dX;oAw0EXX_s>wO%`i)(VW}CT1?8z5y{}njp}*oCUvRW#oMh;G(xRM`v%%=B|}dS
z;(Fwz%hp!(PokHd9?(CFcr$prmqsn}STAsWG0oFCq7%4#H?@#8td`)-LP`UlZqYoO
zg6}E3NphIfojRu?7c^@NT@g#g;I}#OCn-<{{W2N#=Sy5*W%KG_67)+tS2`c^9J?(q
zYxWfH58MvUuH|gxt7Lm4owTmd%y9n8HOQJp-FzE71-%moEtx?NTkGj=S<jg#xzp_%
zUfa`JsB_-LS<VA?;9pE8onz}zPt*+;pLOp059{RuoJDoT@w0n(_Y0vwDd|u_K#N0o
z3>GCk<k7)mA)#2S#mK8TJV(It2o!{rVhoW0MhFE#z``IwNC-thN+3zG5JC(PGF9+F
z6$xOgRB8~V>9D8&b9eXS%a@oq(`M$E^X=~4d(XLh?>YYqjV9+)Pcw0Q_;dhuDi{8^
z@Ml|CD>BW)nQeemjk;b#U1EO7CH7L}^JIDvWA*dK<S$XDS4oWw`VTauvjp?=BpHDf
zy%D8LziUtD0=0;9JYC9#fj$lQk;_GPTi#|R8mFRlO`xN~n!?wr!5Dr#r?o}>4Eq<h
zQMzLwwO322g*|~j7Tr<D20qo`+fK*)9i*Y637n}k)ZPl)hd#Bt({om5`V<=cxllhY
zusd;%=rem2VuD_iHD=GCQ=!q+5#LYpg97(}Ii&yGALHLde7}PL_jn2JVNX&^BBMF3
zMSsh=(F8cRxzoIJqB{tC@B-`t?|tdh#r`GiHR|r=4%xr5*XbwVRiAwx#zUZ)+>4m!
zO0DT@+q?a>Ci8ey;*YY;qOMi_XE&`0<(eYypT=I>7}mpqo~+mM=HMFZDid02ZdlI-
zIy%Ziix%T~tJ;<y@vO^wtzjKU+dx;>w)}7ZT78p#jnLB-x6dfr*3#FtEjJ14>&EQu
zv&~8`9_od7M!~j5JU60rduQLOI(oj!Aj}VPDD4yL<Pu_&_&pn(4a3&g<za1K+omDL
z%i@>3tJ}%>_5t@5t0%^42w8W)9*Vp_RIiIok!XEi4|X19fep?%S_}#TD`&-qa8^<l
zSRFb{i$OtzJtOFIfydy8-(ge=WeV0GXfY^=uxB*hIin63vkcq_#&fR2-|O&q7xaGv
z*!?NnDMx#cGjjfD2qzokWK&hB2;&stof{bEhPG#fVBW)X>Ca0LU*K<ee81oS`8(d^
z|1?Bn-{t=mcSF8M;+<{iLEj#S{Z4J4W!~U-3y7f>REcl-6{wW_g!WY)Mnc5e8Q|kx
zOWp$NEL{baXxq*wq0Txu$1^qlwd_T~QHJFxjG0I4Fy4L-<EeV*=el7@ZgOtGmQh>5
zKa&+%*XWSsca5L>VrFwCa=|FcqmpZ4h>Nku^Q|{&%5BZ(fq0r?uW!NgV_v?ac;uu(
zzCB<K<0=91-U2TCyayxz6RZVs;BGv78W!h5W3xZ+vAB0l-OJm-HvHa$@p^)%P}>gp
zI$5-|=;1cr{lG6bHpsoI2d}cSd6nn}H5eM?6@2rSd|ZH55Kx1ti3(9ym51y5`F-mo
zXo@zn7fzskSD$srp~=)+W#InjK11-%HPDCRR4hHDuF?`{xM}txdKPp0CpC^<KyG+J
z_2DnfN<Oc8V}DHHL#jL8xevZ6Sn1;{TCKKnp&CIGtu-`JjiF^~G&l<$)U1St`_TM=
zYs}WP%q*ZCs+!W({m>tov;=Eoxw=jn>J-}SrF_vNDi!xzQ?+u9zSaukVbueACZIEA
znDI2tOhsRJ&{FWcafzM*v&<yw1$8jS97Ho!GR-i%f+R{c<0u6-9Xw+W=J$<}wB8(v
zepXO6@?wTLkd~Y8(NuE?DdSyw*6feAvuTkT&o|LutZ|bsnj`ri=0IrfA)I2o%NJnF
z%-MV%ZGL4p;diWbDza*zJAQ-uvWZHqFZq&HPKDOjoPlRJ=Wsv&T+|oe_j7BGv0ROX
zp2mld0f9C1Ji%l<?%mVBar&S<Pj$(9mwJzH{iI!i9Bo6-#b|B0NuJ@I6wwJFM`|zX
zwWTi8c=UpEkSpsi&ePglj{TVs-b3<k7W8!o8PXkrHaP3Jm&{rGSI=kYD!n(f?rDnO
zaTd;M7-P5j5pR~Uux~1KeZ_eS^V?aKaIU?9kD8tMxa>E*uCG!Ts|)s4(BD~iqjlKR
zJ$QeY>}9#H+qUC2y5CB7i`09m>0bZPd>-+l$8=5Tz>`H&>w1^P+s&W3$MinP;(S>*
zW*e-7HuNL&F-n!SVoc(fz#q*_+#g9<_|DV8??Ivmuk-J9GfFUaH<}Dm%&t5h>uM%Q
zz<OGUb(o5oy$^kD!n!ih*EDm2?lTvpV{N4w*C-i0VYU^^)p!r*TYeN^p52dOw;*pU
zG@n4McOd5^L6;2Sa{RuaHKwO?Tgf*<KKW;3b*(-PP)iRqQokE*zli#Z283@@taosB
z^mQ@j`jF&QJ6CkEUX!91zmHtJ70<@vj2b8BRI%vykzl<=>o(++{urZmaOT4N6oWUw
zd9c=-H%3l%3$adrA$c^^obJLJ_)z-xb#pJh4<w&f(Qr@OA)f}?{I=HCno!P(*i&z*
zpJILfnueiYoL30Bn&Lq$#(NFp%+R`hH6M|BW3Q$exOWoI?u5Mvz6O5-S3n7<0hj&X
zdof?*WnKckYA@i|@ou_Z4E;UV)3eTG>WH<lM-8O;#sS(2{)Km57EoW(Kq`<LGZ*tZ
zANRAtXtNq;!jGt>s^BZQZmo7BC;b39ooGLpj^Dkl2WXw@DEk(3wV67>4pK)DFHxF0
zNT`+cbI@OFs@d*(XRW)_S?%Uoz1&UCa(AaH<4kpt3#|mS+ku?F6FiOUdAKg+Lag6H
zb3M*d6L5by7ur2B{~NGh=TVZ{r`si3v3Qn%bM6kBX>FvJ)KQvepQja;%`fA-i!HMg
zc{}bUNgvic{zSiv@lb#EXdmi9eA50zp#6y;@TCs$BNFi=y6;--@cfA$FF?;nK&gMd
ztByY_wNHC%&sike-+<rges24Wc?{6=8O;uwBy+6UOADf743N2xM91zU-y%TfLB5Or
z9{xH|$>1FC*D*^wFV;jI7vizvI4@WOs*2BOzu&~3$M*z(*1pL&i?LVn{jF`Np;=s_
z`<FibHKpH^`)DiI+CO>z7fKNytUmbmh&epBm{0pv&bLqC*&&(=9an7iqQ|WhT&(*p
zhmP_6x5o0r(wDsl^>Qr#-8zo8g1j>ZeTe_1z7M|ddacR&l|G;MeJ_J%98Nh-7N2s~
z@F^>s7TB+2oRfSA{<U&OiJ!bo#x#>D8DxNAU<63?e?JDcgW-OgZ`IDKpdO(jKK4yG
z`=S3@(Ly1V1kI3N50lWQoU%e|pof>Djzse!`s#=_&G-|c$vIpXdf2Za)_QQd(Fjcn
z-Yca=&K2}CklzsOtr+vOdiWj<h-nEs2Y%$!Z^OLDUkIU5G%hl>Ag;#Zlh`7WIKOSI
z0YSXcF-u$lL43%g%>{`wl6qtQ%!@gaI&s6F&|I8pmf%@u)TujRamKMaQYz+lf;EWZ
z?R&8YiH_@hPkbx%0T<Z6<eboOuCP~f`%oHZ+u6KC*S>SqAykd$7U#qa=eO+nsEMUq
zBAUuh*ELdWJpr|$hm*-itiGt((`ljFjj?a>X?55=s<mj95sMnu$C`zD(hmNL?&`o-
zj7Oml#~DraT%gXP{=zrpgc5q&UWFY0HXXCCQ<9yA>tm=xHN40EFZ*R4Ty=HD@$YYc
zNeL=OpoZmFKw2Oqge?gHLXsjuMLG~7ogy|QFAIdc*Q`xYR5pcH3pfM9C=FA~A_D`R
zW(+%J3xy&U5Jsz%7AZ@iO=DD=#@v4I@4XjC+uE_yKkvNxynF8b-R0bKw{td#O-?_t
z#qNO_)>N_6>?U?PL6%>_a%(+4Fy9bw(eItY`jf3+A<<rnx9M*zplx?s&tbOJ$bMhK
zDf=~~TMdY_A7j3eb#7p~m5A?ILFSjC*nCPf*y(uQ4#2jq;~BdaMcO)TxYnU%X*qZS
zpJ1i71*^4p;Ww+acNlw)=iBO<F4Bz-3^J}G!|aZ6Mk;z5ZS-@y^IIk+8J`MQ6Jm$;
zk#LQ6Jjgg~l5vgi@kNX=K4rV}NHx14O*_}I#P|~?={H1-(S|{^O+57-Yb+E+wDTaA
zr5SfH&brL9Hum*f@rnK%hSGLv=3p_{jKKt}iZ<Vc48GTOdMge(b(kozyJND`f;6WU
zX}&0?moP3`Lz?H$uM!K5$FSdclfKz0u{7l8ixXUzccuSkHFX>}?sP1PP8CCaSsZ^Y
z@2^-<8S%xe(dcPq^4ugd4oJZd=&OwOIF0N2Ke!LN&^H0j`oi(dzax4#p4JX&J&hUK
z{fvPQ=ueBiK4{CG&0?FgS-V%}oy90+zwz`RW4NbA*l*#uRfywuFRb@`nnav1>JcO|
zUqPRHfNW3s0;x4~5X=0_lz&DRm`fRJ-NHJnH_l35+qoMDBC^&Limkp(=P!eI)&#u}
zo3vcK#B?!PLK;XrSs#|SMbOqEM_VWADBnW{>V@J%rY3QSPI{Bl@b~_tM}*F{6U7C6
zg1Dgd5I6azyzS+)M25Cg>}MPTryok~b10>snd`iRdiuaQP8>>29Sf~-7~_m&S*+OY
zq>CHQH9W~XBq<bk@%%r_^FN>G<#qJ3{*KYS7yf3)VzG6L_e=$nSU1<1i-+x5Y?sS?
zF5A)9cQTOet79B_1wSU=;C`BGwP2C82C4ctks|LM8OyNkDr*Se@K_Atnw0bW>%1RM
z`))B-O=oPeADhiO6d6-6$?Qv8zKZeANv!dmN4i;nY-2g1&3YtKk3{R27-grTfqGR-
zsLR)=?~zDs7>Z#SliY``tQWMCG2S;<Y`1}p66Z)LB>}RCEDq<F7~8Ose)b_NRvdB`
zlE--mUeVxGYKXd|A^Jfab=Jr-QRCE$n&@azBV!I3r%4^;-RSw!!!eWZ;7seVj7<@5
z{RZ(4W6G!lluvu{YNK^ZG&)B`ql}AKC&gQbCiM4R4fW-vxk#puw!)&_B4yNbQz#yY
zfcGM)QHIMNvv9JLg`Z(JU^vijMbIvbH#lyBc^%&;Sv+rRn3u6!fjr~#OtIZyiIly(
zcRn%9=&jvH5+di-YDKKoDlV9D+zWBSm1ix2JclN<snm0~egTVkU%W@+$tsd8&m_lu
zpZuBkQY+IlK8V{Aeh2T$ljP^p&aB&=WfQsf&$3=4Ij=k7s<xLgk%JGly_zdyK4TBx
zw`+Va&mhN(FFzJXj0H$B7Kj%5aVh2~(IR6R=||G9c*S~DH2eHakBVmJ9Mgbkwl|7b
z%!A^uUredTlU&2LNKE-JX@8XI`M4U6OQ+gVxQFw)X(w@>Phf0RGwSROd{bqt3em@!
z1k*e$=Gs5Ro3!JKaNOA4eun9Gz5z3_$GCw)t0&{QCi<OMU~~M6NL*=7N1W*+;r=?)
z+2Y$q0Wo>kn_`7IM(iSTuch((Mf#G()&o2@BQe9i$@uhJl;>fv^&R@hI_=g#J2ZJ~
zlWZ&(2|OFyjbrF$92190IoIGY=Qq)MQSdGiTO)O>yHIVE^DSx8h8nNQGs<{I?(bZ2
zhkE}pyx#{|#q<*d-<B&Kr={Ov{Rjo-0C}F7f@x=7#<+|VJ^PA-q5j10<sHPmcS8Cb
zOmEv<SFUr1bwGS%3Oq#H4CNX$al9Cg(a!qmMmx`LDjv5sA)EKx2xA#W8o%~@s{XWV
zD|yj7$FGYl-#&5HOcKYev7(v&R|>~IV?H7N;`vAy#V&mrx^iDqclNad{f$=I?+;>^
z(MMb)JE@mRzhyM_@Q`aRG4_f(GLF-K!gFQteASDq<}z{B7{b_M4@T(^chpOtia1g)
zPdDjfEfo_y=6BS~JH&XQ<Ebzu%+KQ4SgEhZZ0#4wBs2BrG2WWTbtn+Wtt&{er+a;7
z%GgTUj<#7FdI?ed6}S#)!7s3dwEX|k+iAk`{|;ZbPJA~%PxPX%PL~dDsXE{;rroN6
zd)ZI-UO-Qp@9S+q+=dXn?*M&Szu!J!Kr`^b$K2*0aBCk0hGg=JTMZ0lAH%YNqyr&F
zybO$*sZb~s3WY+UP$(1%g+ifFC=?2XLZMJ76bgkxp-?Ck3WY+UP$(1%g+ifFC=?1s
zCmImbh8B#)TG-HWHxiKxn78$rFqsFsVh8^X0{wpZ@5v6TnbW*Hv>1J5ST@ktcr`4W
zl=p>YoAU3%vV%0EjWsnhihcGmM}=h#<L&8TSw~lURaiDy{?o8*Qhq-y+ZgY}g=OmF
zd>32cVmO8&3CWalPz*oQDF~p9RH7C^uOy4Pa?0{QkL4v^jRbzlKq-GNrm?Ju?JH5?
z<@`+jtX<9j0<UHaf7#5<VW}TAESc){UdC}F<2=INYuR@d`*GQCfPI!ApK?CsAitG&
zj^lP}KMW%%4eZP%Bi_>?k39rg*X6i*97pz%k9py`4>4EFQu(!tI#zVfN!p>rn@8z?
z)Thw1g^Nt)=kSXx&GRhr`8kIA34~|rdZSeFYrZ#MnJZ-9HEdh%l~l1-foD0F<&pK6
zOr4~4O1ySuo^8{-_I|I1AM-h;v~+>@?}jys)OEe`3YJLw1v^*pvw6txmDHkyEh}h+
z97^-OHZC3w&t)3x&i5=CnOB~trQ8z*o(^&r^St>M{xAD!t2=yHQnH&<?02UG$^w<O
zLBE?7C=Uk8^D0XMWeILZX{kG{q^P*E!ky-?@RwKn3liLzm~8)?a(|6GHRvzPk!>Ey
zs|{3Dx}|}ll6*Hm5UeeiZCu&?uo3P+nIy;mll`iXZR)z>_rB}cFCiwze8dpq`x5&-
zAdfisJ(mQt;AayjjGbeTC}G#7+qT`OZQHhO+qP}@Y1_7K+qP|;#@o-6%w#5+50k1t
zP?gHAb?>$Jy8NL*5@j9oL6EtIiHJ3_nku1KnnW}cI=<&E@VCLXn<O9_Pma^!!{qrh
zm@O_47QZu@VV4+KWh@OAnO*RwxL!Fat1epjIIA<7+?-}^x1D@Xv%GFQdu~NGvavAv
z$ZaHI;9_8Lfi7F>g9;Z?%AI3XF8I=>C5YlqF!3_u4cCE**7KLbne`CajpUUlVq|1s
zOaMa3a%E(Ui^}JnO$9TIAJ;bMcye$jqE8sHi?vCKOyKaxiWbwGm=)_K&!uh63AtuS
z$E=E&lFF~dX%V(p8cnnmuV?XQj$Dm%ws~CHSvEFTJ6sq+6E^?xrDtxE*o$usk|rjS
zk|~}~?Jo@xSXjU1@&*4q<SPsw|A3GFO!Om$Jf8=&TMJ1P@j6B;!zF}?iPK#ORnzxK
z@Or5_an-HkxnrF$4xB!ZJNjhI=T6*@^D<Ao?#QNQ{@ESXp4VKGvxOkF433M!p7WL7
z34q6x+@aXOrfA#0G{OxBd>{>nR8;AaJ&C+;Gff6q1`xA)#<EG_QYGK0KQm+ulMRv%
z+5)NXH=D*O$`%4jM=qJC6b|6FqOsajAfZCb?A6#+Xs2jtvTQA2DGI&`fG83+oxhM&
zc5vbE#IFVh_J&E2f(SxD6!@q-!s5mh?J#}UYSM5_z-b+5qScg(9221?4tNTT4%z~%
zA3TdZLmT6XXAFmJAIH4hRy$L1#KIr2<6o)GUlp-lTIizDBRLA;Mg%+6AGd$!tZ7Yw
zw<>;k{-tr!NB_f^VHn&zGSQv|Q|_Ua))Lqz2Lxe9G00}8tfX8cR<kc2ntxDPn|x-g
z?c+@U(;9LPJ@iM$DsS#K%Ai=OQ&86!HblfZ0P8__TPx7xMh1BQs{m&%l|Pjy?MlTF
zXXT7|6*|3I#))CKhDVcT5Vy0*G?ZtvIfPoIRTo%anTjVvYlpi}BBi7eqf*3;$<nLz
zBqu01Tb%BvU!BtJ0`I+^CqqhAFhj?7-YVa>{F7~vuJxjMpH=5yhqr1E^^bUq%J^k}
zrHlFGpw$4b!9l_$!T$TQW0-ZPU~FTkF(M|drr7%4IeJ;0f6bzSYA=-{@3m1C0aQ_O
zlg}K(H3Hc6qHF#;&Rykfv%r2XHp{7b<I0tiTO-ABH4A5$X$!f>B$Ysmp58-6$4SVr
zJ{OJO{e5;uN!4;8%kirOo{fKm4?r2vH=5u;2S~!Oc<YJD8rsShwG#iS&RQ{dZ^5Rz
z+hq%akh(aWOb2*hnaxt>Uzd!Psxw^qAK*gKfP-a8p(NJ_%H#p!Su90;L%<E$Ynzww
z>@2jB5UT;1e%B1?B&#FR`WV1V7C~|gBE*Iyn8b<>b9HxkyqiB~i+@`AAuNG$0WlA|
zE!KoEu0dci_j?0b=Ma6-4LUKF14{k?ox=DA5BgH1sShFT1epp3d5=W8Mz0tELt_+L
zQvX3*ULABe&?Uy22OW3}gb#^Fc5~dGaS5s?Jo2VF^5!_=#&9GRn)!}*k{WAgJ<`T?
z6xA6px>}}XrjPlVc!qDgIrgls7j)c7%~B&dO(i*XN_=!mWFp}JCoxMsisrm0-2%i1
z&DO3x>`1Wq-1FXk;Z*j4<@0A+lrYs#NF6Xv)szfR2_{KF0z{y>#fhOszZ#=5yi*N8
z;kSN-_=#Un!!7*71%Ia(5ATO|M<ZpCPxAQ%g`z%lrsxeuK@H^x?@<r)rlY*~b({BR
z)Nb~$m3kK<*e6M#3Cj=oT^*4;?~!m;T@ql6NYy@26n$SvJ}DiZkgs&uppia$D(s#5
zmckR1ji9!#<E-le#|PlPLFA_@RoHr-?_El;zo1t^62r3>Xcrr;8#y?q-v67?J*)@Y
zJLFrL0`iUUE5b2oCtiy6k1mwsffkgU;|#RuUM|#4p`MED{3=zu+y}=wiTYGveOeEM
zQpUq}{$V`nb!Of_%JQ6tdqi%B)YlJvZU8P9+pYY%p(qQvJBy8Kl(UmP*pBhmxKN5U
zx&_#8uBPo#D^PFlu3_k;poFS>)Uyix0N#0D&>sYjI|+nk2=<5AS+0gy1F-=Ec21m2
z-0E0Uu_U92Gc=t8!FtsyM3H&g4PgP{gG9ymmVClD8tVE^j5QnS&9`nTeJm8OO$c?A
zy)QdjQb>Y%bf(Q^;c<l>8`m<(#tygHK9~_b$%9}I9|#gS@e}-i-Xz+MmlBN==z}F(
z0Z3mA@bNPHQ6$kH;F4`qgtE+OH`Bm(oP#3~YS<X0a$OnH1tzn?+=#CwBG?_ByrS2+
zs~3Zlh2MwA7R<egXV~<!tfVqA+sW8Tkd38s8(j2MIH);sZqra=7{uVF4z2dgJ(=qc
zZfXxgSk`4k{6R84MS_z=bcOvlGfo>lP%(ncbH-rNu3!qXg>Nv0{j5e^=|C}V)AAD>
zEe^_iS%EfP0|^|bH$+*K=pB<BZk5_y+B~IiU;L0Cm?kCb@WGgVOm4THXD=#SVpKPU
zTRb0g)oNR2R5y)#sy{+%q%XG^_tttaWS-!r!YIE%8Cv}&HTN>!_|zS99##8{x)Q#j
zXk`+OBj`-%Z-(SZ_hmJ+do86`%_X?ja0sHiYeydW`wg)DiA<g}Y1xl8E9O?o?fP6y
ztAg~a)1BOO*4BZ9W+ytd^mKuQb#cHxb#(B<(<xs7JvGD+LybCjZ15beGBPs9j!8;a
zfe^)X2Cg@rj{2es2PY3-Iua~5<E}E_QK0;gji7;q)MNYMnP4Etj+Ajq%jFZWN2aa#
z-K12kvLco@LR_XEPSjD61~O8|dMMpg@6d076<#PRxiq_Eqh?#2L}U)JG4KZjS|nnz
zr_%&4?)nIRzc4K@+k=+>7ypTo{{M%v%FMyR%=W+ePaLc)jLiQR1un%yTUiWg)Q`nZ
zciJA(F?{vT6bw)F(35n?SRxQhr?E0YM+PRNELcbcLHPhvgeZdTAOxLok0HlB>NUb0
zdS@cqysIF#GW2bp7?|l?L9Nk``0HKSO-;qE_vW^=^CAG?O&^C?*zJ0yOU3@;bTD|B
zw8&0d(t3mI5c~^Bo){q+osD|iJbYCf=t3F5H$B4QOHt7f%NZE!8I0TLgCtH`+x2{=
zmVeUl4_l?5p!H|a5jmNCN02&QK`%Xsb2&cU)4U-3Wo{zxK~#zdct{V(TbqibrFK<n
z4?Pr$x9FLTqM=yPGW3ES=&)z_{fIz41!OL#s2j4U5&teBjf;5)70i7eAcL*nMtpG7
zbhYU;%7=KL8!Pd-%|s|ncbB{^jck68d9gRK<)_4oxq4!AgXn^;7}Kh6^cjh&gCFE}
zXA>JCl&D%W_w;&#=B0F#l=bAXW5l}C(acRPf%p<u+dE)DVD6cM4?%RQ=)5KK4a1LK
zu+qXr)uNZXr^mmghv&*`d;|<-vNqf94_GWLL6pLA9ITR1HqSzbB(}`&YK=!U8m(sE
z%j<Brjjn$?yF|M`dxK>y*BgFI`G<U*KA*FGE;kPnt7m>crCP6Ye3$ng(zCjH-s_!m
zyXxMk=(+K0wLktv0pk=wii=?Im>J*Cb^Ao3u~=WzY4w<gBYs>2kDa$<vKiba7ft6H
zObuo;89ZjTGhOe{XoPMKJBgox1I3dmwRKh6&7Lt$t~&D{u-I%iI}I*c_b<3yZr3}F
zZoA*W?8=U9Ph;~&qjFi?E*(`kW-~ee!9bB{m)C97sOko>(ktOGYvZVd*+-M4j+8~r
zS0xD+*DTmm2xSn;BtaE1o|mtPZK~MP`jNgSkWDBZVLl+f_k0FpH%O)C?-uM9x?v{5
z0K<mCjKbE$N5_*8@KFdv3Y_OTD|nJKNYWiknM5~;P$<k$s2(Rg2s>aM#stM^jA$S7
z9vUgxErKj6FKRDJHjYf0>NWOqjA`#yrD138GP^O3W*`f)<oo86qE?7Lt9~u<H`i>)
z!zyJ~*p(+(HgL*LE0dKkF0ESzbf|6@-6*?Nl3YkMOLrISK*qtuLD`}2uyNCJGkEK}
zTP{YM_D^qUNT)=k5K7e#H<Rw0Io1)aA?}Aed+(WFzKuEb?N`KB`YJve$f!&wWnh_=
zF>R;sSGlTm+NHE9y<?e6XXIoMQb<Rph)SdfDy1|jQ>NxvSXmSvr#MFAP|2l~PBI-k
zzB2>~InRH1f3bdf0E3ho3q|x}2F5!Oyc4KM>I|1TD;DTEUKB<vwNMmKh#Xfa7IU)<
zq?t?qnn;hJWN9C1j56!B?8|6b7wJN}ju%$3elz25WLX7z4il=6%geRwxae85(6YDP
z2gwLI#O%*Dp{6c0{b-FQi6%kE>ltW)$T)y-L4`4UD97fvXJ_nc+npU1qz@dWyIG=U
z8BS?VS(!<fq<KEXN7R3Me-0!#z}u{B+Rs=J6T}Z8;ZwsF3$e;*YkBWSM_=iI+=+RR
z=+<%ox8@^R`*b&NtX}KAHoLEKT;V%sW?a{4*I8V*+`4n#^TN_N(AruaG-XX>O$?5e
z^BhAqooLz|?M?9Wo6DjrtaUI=FU>FYqnf&{qUxGkn(J6v(rsX^16Uh)n>MQ5s#~ks
zwi>I7SA15wRS_ww!>T8%FRO8@uB&XS4OAPKjbYoH`*==D!bv0!ge6V@*^t@Ty2yZH
z!mT^Bw+Xiew*%4tJ+MUq=<d6r-1XeHO40|QymF(3M6f&Q$iEA(5gti%NHskkcLRV!
zz3)AbJFDDi?ke$3Hg=wp&O*(0`l}Ufo-Cgf7ah_?snxi3y^`M&-YV9kBi?$u_P)Gd
zxkb(Pr*7=@>Ym39|NacVE5Eb&FdwfUpYb6azGqb{v*TxKn+$r!dq@cJvz)DZN^@6_
z>9Ubh2$6Rsx)Xx9-taWiB8SyOOzs9z03Co#4;g$1oTmnf2@}xq3E(U5nJVr;Le!%Q
z$%i?;L)eX@q@8gf*#nK(W02V+l->{{*n=383n9Ml5SSeB%pBmp9N=B0MUlYt|0u>s
z3yg_Tf)T+A(WB@Q;SSQ{xG?|~(jyfzfbHgCfR6R4CsdCf^5W@(AJ1_w#0zUC?(?%u
zmx4CMqveCi8ZIQ@(M}W(CyPmu=R%DIagRrJmB*(XP~^-rYRXcL2~t_0R+q3erK~6*
zR+qvyC9uw$eg;A_hm<U!ZAfmGrL`o%FBjl8C3%m>Stjw-9D+mT@o$K9QiNa3F>eTY
zS>Run0z1bCmeZ~n0WTMRIRDZ?09lBEL*@)9hil(p+3b^07!xC=oP%Q*7&v9g&WN)M
z7EvS(iXw3oMUS0BXBId(<Fc2+ck)J-Kw9lHY41>SCKlZ}&F*1lPSUxf%pP%aCVx>>
zr;`R<{^*9FbO+kHQyyKxkL~`@9u#zk$6bLm8^qWAy5p7ZEVcX1U9nN_Ja&6AT@h@L
zXf_S3A*~Orv?teHL2eJUJJVk7bhn3J-v00p1ho5u+7n`L<oJh&-hpxt6ui?W+BMZH
zE9TjnsW2L!=3_TMFdC*BWS1uJ>q;*NOx`K8_n<vvsc(#W`%o<nF}02)dWV;vz`J{y
z-cfdsxZer44?I1yuD*Rg$6?M1wDTq%f~dyN53BFzmY1I{fF1lg@ijBI%&G5AYRi~m
zy{|mGPBZ^@UU!^m(Hm|d*OC8#fCvB%!a+en08yfC&8@VoY+!C^0-7ki$jJA>{z4oh
zS1ht)jjEe10RaIu5&;YpS`bpMq<WdMzX5agc=@;=xj6;ME`Hyyl1ql{Dki6r*}3)2
zln#3=jhX{X?!lsWsMQ;F?%|_%f9Lu3!$mh(?Yz}PMmJjRven~8Hyqyq7pIupayzHo
z=_Qa(S(J1A)Umtl9NopbXKYTT-U8jFhi8v&9{PpaQ>ABuZdK}8v1ht&joR5?&%e63
z97yFWR)l<Kt52HUw4&8)hEE%LY!__LS|2uFvA$|{kvLH}aarNYBC(>B&!*iXy``-e
zHXlCSI=6H9XYkLm-BPzJek)#2Vjo7bN5rxxD6+@QvZpXJN7OSXI5!jRS)=dT2s(&5
z5vcPT>=<Et@;IS`g|qt*I1z>R%sVl!dl)!TuLnNtaHEGHUHD`N#NGg8qY&(<_(NfL
z23etT!fH+g=nf32_7rZ1H(Nn|N4al=dIyu*BRuUm=!Zz!k(2fuHGO~EpwterykS=l
zIK6Rq`<_cSvKULJF}M7&Wnws@>^}CO`LHD56|*!?Gn7uVoNKt)vNC167x$PsWn>$b
zuA11ZWiuCVl834&fEYqR02Si%_<?}}E|Y<Rz<Dw15ctU;@|m0+Is|ZrxVE$L;sGM!
zLB`{O%HzS#;}IKcMHp(wTqm+};t!LB)W$-%$HIWfg9*u5PutL6PyYLrqV`NQd&Bky
zB9VvK&f$9UV?G5to`H7nvz`V0jMN&Sed2us_ywcy$=wl7g>ulN>jtLYW2b>X-fMlr
z-wgY-;r9*#yCcBwzq(_@?J0Z$#_c<B2awexRn}q2?OSjMvACnn?t66k^BstE1*hIa
z=?-glg}S(J_d?t4$#jK0uldKU1y9!jpiS_*4xm~8&A*DaS)=V7W5=XJt_vbOLKqWH
z7Y-~SmPjBaCQMD^PN!Bfu8>YTXAJUYG^U78XOuFX#JLbAa4DhvFK{U$S$I5Iusm7x
zJXs(;S!6x=P->!>d!iJGvWSqf1ZiF6M3KU!@MbA!qKxdX65WMNs{;OoRI3tSI@x16
z-?o6;0sxkH&>3w-UO#hi=mLGs;U#mH=-b39@5fOm@1i)CNa49{N7%@mdPnL_p#yUc
z>D(7{0_i+(&*{IO`|5Uc+Vshj$aYK1FDSn{z9D?ensiR5?Jat?X&NOvEa^fED8-<r
zKRja)j6qd@xPB*q{!<r&o)CDX7tatsFl9<HpU8Pc;}(&hh^LRRpHO&Y_)7KWn4Y9Q
zP`@&Aig)Lnp0qsi&<2szp(gb?s{H@fL8%U6^+4A4YpR3S4r15gvG$3&C;5)Hw&h^I
z+4zR-9?P5v{+V`W8sxUbV~TSk(mtW-O5Z)K?uywxz3vi9$()_$n?gUyJ&|fd5^jgA
z$?y}XPNO-AOda;Fm#0RP8kVfrtU|^%1g+PwM&29-H!NMF;YIU9^+V5%q8nZ{tbHH3
zVgjE=bi%2L06wT=C#4*=aFG2Zt_jyv0C%y+we6E>1AU$Yh-s+p(s?<Ae-qjnpWYg%
z-Ws{yGN{Od%*Y4T%!l2`7ZMI8;)g(Nwh^2F(jfdd$#n$4LEcguFLXrDAsCxzbkwH4
zD2<5uV8EfnOPiZGJ7#wLNT@fHNH>OloRt<godj(-+$c_)FnI*kE?E<?zJBT0O`d{%
ztmT-rMd>!C^FZ{D{?7JZ{)^j0v?{ba_VwUTo)CH{<0hyyi6KuyKO)hfvKs?iC*(?&
z*Q{@-NV=#(8Y1~yw4fY1p{zlv<)Y$I!H-&wv@G+C(5)i3EcLANwFJN-u2Mz-wETZk
z>)a~6mM~aUw<~Xy4wu|n1h#8QD<m!eSu|uIaajJkJ?8xU5NY=h{M+Tb5O@yvROTr+
zeIUy@l!)Wry*wKBkkHLYJwEn)*UeYEa(SKT=GFDH%VS%^zKMAm@jUF7*ip92U>o!r
z$UNt<(WQ5q;(m<OFiuHFHT|n$wUXI7#buhbZrGB6Ynu8#)`M;SFK64<ZG-0p`Cs|h
zl&?W=gWjecFkDw3hyemVG1y`trh#M{;z{tkfq^<!N=Wx0*8tZb;C`RIyt|q@A{<;;
zu+X5v{++!rJ0lJ%x54X%k8AJO3|<}hHNn4b9_zTZ!WVF_DZEy)D+w)&O6z7G6S+;M
zmXVz1(<=`z0`U_`zJ57p%52Kg4UXe1*BSXRY=><1REXawf3@}vkyPzflT|05)wUJb
zEm_+$SJ%!o)5QaLrfS(3Css{-n{Zaq%!288v_;bmnXnl3(Ln6ekxoe4g3Ke*PKsZI
z;7Lg*rfo^)v1uoVts2|vwA14@Q0pAcflpU%?;)^vJpBEucUs(?!Z+RIF`$k~!tlM9
z*-jUL9;wrB-IRbh|4Y1pqEQ4v(S*=Z191`QuLv9k0t6BG2Skv+z&V95k1GEaMEp<D
zrQ$&cgd|<fB#_xG;!Z1i+^OG5_HFm857SS2`|j6t_t8>>)<H`f(TyUC2p35mHq<bo
z9b`+0PaVGOzRMc0*M5@{lv6$inmo*~BF<HjyJQ|~L+uqAxP3^*zIHH@<Pb^Q5{HmP
zvNWB%7CYEzIc^JdTL4=bk4s+c6Ja-qSQ&D+boRO2QiyJT%~DK<61?YMPenS(d}YZ(
z=L?zNp!w&*?_>dB^2Hw**dhVuw9q+uEYZPp7SHT&YVh%X$8a1<rel6AncH~`EUCjY
zpAY|Eq+o`4k~yPH|4Xunk_Fb+-;%{J=AZ@((&+-63>hbLTA!m|2-nn4mS4Lc=yc)x
z69Y|N$P*+@!7!{htTy-_;*Rqi;#z+~tQd-iX}>}kylrf*Q0#N<Q|&|TOD$v@s=Zck
zzF3+uRG~f6lc>JZM{>%X;zY4Yn$#pkoT@x;b&<*wW_1bBN7nC5S`%98Jf|id+9KG7
zc&0hiS4_*C>W1j%xzq+=?t<)wh+e<vN5;48?wl=U5l<7k-8}DqDWSLpga1nfmW4;2
z6aNZ9Wx?WK3HY15ROncdCs|QoS&^^#p~|*Aea7_xo?Qx^gEMR0A)Z<m+f(Yd0Pl`{
zyQkAtnyF<_{H$)$&AMD70Js&FR0sM{2YqCymK8b40I#;k%pSfj>$5G$SF3fQzbzSd
zw!*0#c5aWGPvnv;%dp@cy-?06Q+jERTWI8xb&tiTG`qwG8*TI%)8gBbQ*DQ>uB%*W
z<Ij>()f~{0?=!>N5MvW>W0<*N+R|=gko#J@e9tM+Iv>%|J2MCDT!L4Y<lKN)<aNp0
zQF~(seT^sFxq8$1?;6l+4zD5X8qsSBuW|GmQp-5%TEc50r-h_tDW~4dCY{G@(k7(3
zNu_0DWo@I+loMK(KOv{0Q~^Z9v(&w@Yf-q|X^i6v$03$;H0y8%vUH3B&1^_RfpjLq
zQGtL`<Zl@oOM$94RS$CNaNI#;8>KH2UzF8BM;n1HBN-<XI^!}wi#XV%Dx+|VDQ8#l
zj_NHv!$<iyWsnDhV0XDFqtJqi-Evstw}nc9B*&v#nWV}vN_tgE8THBdZw-`5PGFQ2
zoy0hqfcaZ(%BaL^&_J!<KyA8kG^UO@>a9V0XcA~mglv*1okBO(G8Gkek>ELX)mC~_
zsh5T^GzH<!N{U=q>;|J`ROOb{MRjZ6IU0O65q)M`pxhOq3P~#3%ur7`KU8jvY=@+r
zXkmmTgT!<m*-_zZI3vttLzvE5Us1|7pE>jdY4$M0WXI{D_u{HLPq{(O=3yE#&PFv&
z`IxR@12uJe0^K-L#d102+1PK*oN3IpuKTUVo7`<2DgD=iQ3sw?pd?}{g$XzoG|Qe6
zI8s^)*;+FlVR0ikgC5zIP`XGHD$i4hz7>rTKLfZ;tzGBPbu#sYSHXy2iEX5t5F4mZ
z&5zmNULEw30LFKiIQD~3Jg9mO^+SmFDbTXU1X!OlB?w$FAKW_39tI4MhX4Y#m(1mk
zQ#$a{9<<;OF0Ij@*GEce|B<@_uS~v0gM6>>TT6iLeXAOiQ3KMZ{Yw<YuzGIC8Z8h3
zgk#l?)VEE|8vDVm?f3yTwmw1PqdrH7U<Ugcp8?rHeH80K>n>P=J5uVGre|u$Q9-hq
z-BX6_+K)bGm-263j8Qq8kw4Uqe$I9S4)6n9TZ`K2W3kZr;>2S&mcUJc5N9wx2E;#H
zz!!A{q~mH^;;orleZ96p;DoBll6)_S(B<?%DSe{4G0^rgk3~V(_B1!f%LjB9NM2H5
z)Ncr;jgQrzSG4Ryf5nhiNd&qy1rT6^-g>oXC_<#uv7|>0)Psi|qa>eP9CDqo+u3x`
z4fV;nv}d2%!QdGZZub$5tvH4k7nnpy__7C?ys=mKVV4@>CcAFp_WUpgJ3gu?9m3i+
zw=b`X@j!&c#{Bo`@k$1m*M>Shkz@z`?$~NdOd~AiAbWXwJ3P8t5a(jLUk^K(+HZ%u
zq(bcDT>{K3>QQG4h+c*P-)K(`D7nL3)JI)3!qdoa#_WvSKl>MTDPBo#${CuD9E1!Y
zqEB$shAXp2AGhI1<U?cVfet-H(cj)j3zE+IH>TPT8FL++c;uEwd#HLkdv>=(_C^&}
zqE-o@UGFGAv9TM&%yEK}?#*0#q_6%0CK{9X66qZCb4b%Bzduw}JxD)XJ$ctEa>QLd
zVW0o&Q@bqbd~~Nl=(?gpI>@7O-g|q87F$$*VGCe^Y%qYM4lKr@^QZ%Kedv<o$IJ@z
z>*v`4>_d3@#Ebjp72EdKo}ld0QUAqLj+ADN&Jt@j7PLuT5q3o79Oy9Q{+-ph4{RgR
z8f!I<&6?IEd!6Kjcjv}aBWYA**Rpv``6u#T{1#K8c7OD}m{vNNqx%w2n|{l(OQ~0X
zTf()LJ@Y+CfQPhp4&<uQ$Iuqi97N>6mn;aX{keS!j8evakf~2DCWLdViGCGQUd5Z%
zk2Qo9IH*D7fD&tZyl0&ig}=|uJ6`pvQ|V!=btkno%jqAcar(~e7KHiEZ;t>yKL6?W
zQpw92c^KK7zTM3<5=^uQ?@e)4pY`76Bn=6|j_maC4i^OZmUN@Z|MD3k1Cdrlh%dRJ
zgvg-DrJ&Uu&xb%0L#S9Rc`99)18HNiL@r4#0o){9L@6$_(L{-;f=r>J+0wh-2;Zq#
z`K>k1<i_>LYkD$0<z=@6{YcUkT01C<>`k;gqNU*W_*EA4Y2b^%<{X)OV)V&2p-ln<
zpQQ@-$Ie5;L#F-rA&xDTs})u&H<!0B2%d4Db)I>ioow<`mOc^yyH219IdA>(eP>>U
zcEx)9-h94I{ZfA<eoT6`P(oWhf&cl2kfvhoa$O<X<a}WCf_0Y3gEbSZ1Ry`&yPDKK
zR5>bK8nK~f>zKqc=5e3#))u{)P58EC|3uRW)*vZ;m<MaWAnjDkz2Pq_uFU)lrBv+d
z^PT+r3-UTH(j;YB?kWB+JX|jy!!I)Xu$G96>*zb!a0Aj+hO2*<M5lY^bb&?v8G$cU
z!0r){SGuG_@?RF1{mt$w-k`_oJ&|?0qXv%vJ|)->cISBPfR(m>=JK#Ny56X6;OG~b
z7C+k>AeQlN3A-1nf=euhmjcId%N^2I%3k9dmZ-A;Wc{QhgNCB0>adgsQ|~xea$}Dk
zMI~lXYMZzmeMq(cjdZeB6a23i*#p8$18L_NQC$SZ3Fh}RUfsB0WOZvXIM<jYnXG96
zdVO?C0k-*uuv}DXL6RK+hnJ7~$>F&$U5EGf^>3e#gRqcCdC+t~D@CZK_Mn^mFlrAP
zzpo;<|ECwUc6W%kL@XU{l2c4dMFLYH=}wyU^OoKc{u;zNtLNNHq*HiPog<-QmlKfY
zhvs@9^U<qHPvVk5k1SicFkUmvjMpD=)Q&|F=h=dDmYoMQ{ZjvQ+LDO-R>2M4mEE7s
z5_)Hd&7zM-6mm<a(rXO21bi#$25v*f<|gW{7kpcxBQ=yc%5IhLg7R&RZJq88uX{Fh
zzZLtO@>3yAWiD4iFZ9!8qw=UsZI6rXS5nrNqny@5kS&F%Jpp@$^NzH$P@bOUXlZ$@
z$WR2i=hrAic}?hyMV9YwL(h7p=-ye~@nCA^bpveUs{VU}8taUnP=~GKYPuy?OYW@*
zV%8~{bWW#TH0h8|{pnQ<)r@to1X7Sj;J9KG#+gh=AA9QotDmME!n2BRuNL}LjAB3K
z6=rx2_fiZeZTT~^5&C-t;7k_amT@V#5sdt%OkIeeEXK7N0K8B08vBCB{~N!$RTvV|
z6A(@jsCi@&78fdmYgjisC%<4=Ivn%q5t}8_{0CT&wKzuY$SleyLi^-IXXlNZK7t*-
zw^Q&KKI|)DNA%Mro*M6^UHpoe`4wA3(9se5b_IV=hx`3N1dorg)q9)Y4S$1qw!6K$
z+1yy@v$^sX+VO8?b!4Sl$LaP$<+bYbATpz~vM}LzGKIDrijEa6<S7KY$6l?@(O1M{
zy{p}A26C#$NOgSb*8ua)EuqX(V74f-)=^#;tY*Z*t|YN83J{kQToVMRWce$0)-qZm
zcN`tmc)QDf=rQ9SkOcbl+|<KaK?bX%ZBGA$b7{>m?^n`a=j<?exqJKEd-H6Tj}K+w
zpHp>aHwW7ITqKTr<(B9QTrxRBEsGJcb8ta!5@lAvh0LR13uCI`f&0kW#f>@XNSOhe
zFI+qykMbA;MiC%CFzy^@Zp)Aa+b=&>5et=a#@Ydb`E2MqWRxG=8hu9+ysIUOAK#g8
zz=O?m8hr$`WFjW%8J+V4r$lZcRl`6Q=z=Z$j*PFo1;+564e4ag$Wq2W9to%u7|T=?
zb=#7bR8H{TOg%;5&Thg*LCqaVWNo=vkH%-69*8><*s&G1rR3|@EvjgE#nX{yu!Q}4
z?88P^I)||I;bzv<z{Gc|RWea@+mIn5W(9$z+O}77#p9@s%gw=GJ(Vj~7HbUPcsH8f
zVeslwVzhEBZRLOT#Ou6bX-1p*D-jVbBM+YMb{Rj!Tvyusu-KWBb<?abRF5GVfwwj4
zpO#RU%@6bDk3-jF-#3>n2l;BZ^){(2?TK>;4bDrl{#R2`o_UV!gAfUEGF1xnp3J^5
zzJ4Z1O-&5`q>Ua7m=g;JpXJbcQMC#z3?FLz5_e{}9NK@ZDa}K@v}TWd*orV^ucas}
zGcVayT+%d95yKXH?hqfbfrAoNL?vYRihq5}*iX8y;YaXhdNFe&x+FzbNsja7ZJo7Q
zF5uy*8Fa%v?iiBYK0nk!F%zat*Q%5P@y%jCIRU2*+rTnjVM-=VGG6N)51w*Id2Sas
zB%MS*WvqRvZg%k}C#x3%>dGK32MMr~;ioxLDF4Snex{p3%wzi6;Lr=HeoVQ|6^dJ=
z3rQ@X&l1(n^42-)fT9T{>+fL^4A1eJEa$0d2MmusyHR9$+Km1}PTO~umnl2BA`u$v
z{H)=!f{-FkDVdaH+cwI*eu_snON4=xb(DJOStJI*;MFkUI>z7NjcX9ktcyl4u7$*y
zMk1T+6Lo)az6IM@#}Q=L?!P)P85||Z!#vcf>JiEQw1Ad|b;Sz0NB7{P2f~<f6`m0A
zH!}<m_9DpaqT3ufqo5DaDjv|o5kUnf6!(y}sBHz@v`MGBoHIHglKhG@2)eKj;qQr{
zbG9Q<t3yWj8}7edPzORJ7N{xAyA?)Gol(|0eKe;Q&oi7!W2?h{2D_3KhZz`l5?ZA`
z0mpGx3&N_@UH8#zTxaKu(o2X(FFpIENy0CZ;52K<9Iph`z4rxMZhar~V#rOfs*Sa*
zV=W@x$*z@kYhtfHf**GRRiTRb9U}=^A<M9?{hzTRQU;0MQ<)nOOR_(#aDaWYh@GW@
zU!e3PKko8_Zl|yyA6Mt5;#ZK7-Ks@>iD>Dx+W|<UMWmx${n*F5p$2v+={HSH4j4YI
zfJ3H#oExby8tC)A)o|XY+)5dwt0}99UqnizA&<?j)ic75U4=_DT4}aJ>+8^vLo1+R
zt9Qa$cf_TDEoN>@F?*n7HY^6!2Sn5b_QOUmq+YQWx<b0vKF?2m7EJ|gO7ij!F=F)*
z7_xwvN@|gMDr6e^?dT1Qyi70_$O_|kKA|BUx)&1~L6bz!^o-Sftd&+#dry1l`22YN
z{tXY+C#?}U7;#0|&^wJo(^N@dVWAE|EXhDL<rBrHH^>y`6(wnIl*Kn;(O_eam&DYB
zM0m#=1}dwAYH9pHENsZAupzpX3-eXwM+{&Lt$WPY$!0uzd;9Emzkbc!W<7eny6z!h
zEwu?B&=+>7G`h%d9~pNHj0L;Qv7X7n8k(Bbk+09K!0M>?`HuIF)P{IQq5lv-PG9uG
zX_v9f!&Cq}^tgtMxP_823f^VnU0*<>gI_kOG`sD%|N9~cbTuHt#w)!!c2{!2Q|6(q
zXq3c5w-)t8ouaJe+~kv8-Bp@6_%wB?c=hdzT&xqLlDT$?+&~Ua-S}xe%Ef4H<?UII
z8d@=Ap(6;^8bBOC2zZL^Mc82%*vIiny%WwmC4(G2IqNLNEI?lxVMfpxbvnK0C4o^!
zMs)2<8bVI7EkR$fD#ku<31PMvYH>!F(V5~BSj)OgE!PDC`j&kHx)&atx38)p(uY+K
zGS`Qcy7@?lc0-NbBJh0y5?I&NGtd9mCNw0gsUj^oe7V9_{UmZYsanBDs5y>US4ey|
zyqh+;>9GfnbD66wVEh1m-V_Y+5cA%FG0s221?q}(YhgVk7RaQGS^ybA?exIy!nwsO
z`PzNIbO*7t>wUAf!7nlSEvR=lU#b_<4^IFY)oF?MU2*qO%$JMh{b)v60a37#mv1>Q
zucF$>(jmqUwy%zuk_`~<8GLkV)HT5L>F;z{`;DIhCD}CSBmWXSdELN4LP(q_p+%^R
znx8-<2OEQ8YRAL2ffldz>ac04nd@79Hy8)yN8MMmcR^<`S{ye59%q&2iYnWO_`r)7
z;A)vx!D$}$uOJF>Tjv2a9Welc+G>7%jEi;HTwhH+%VY+S>~KmT#*n<xS+h*!CHjwa
zv~GzFL6TVVV+)G9%}sJ7YQqkbc=Nm|6BdGl(9#Bi&73~j{geV~1v&a#<byn6j&+$E
z2kvK0P8B&sXx_BK?__6tg;|;XLBK=4Yo~;BI2G2#3iswZQ~rT2IIuI3i_uQ?s{KC-
zHu(;k^;tlD+ZZO8e59sBJX?&BJ*d0*pf_er{Z%_fOr5bZZ_!6{m3V_GCel)>^fMAm
z-|{=4nLf@5nyvgBwmXYj+8H5yyiS-St&PPLgb+6R$g(Q&a7m*ArC^2oWbtA2=-utg
zn%r$%xJqe#FgYY$CmeKGOFXo0P$ZQM!i18NS7z)8$_llq18$uN%z^mo4JY9NANiG}
zp`kGbmB<K2ILUdIDlXu0f%JnrCWexzcRZ$%DF$vQIA19~eWy7#2NjWo-uzIa?KIv#
zk%523Q7-j$Zjo5_-`(D!P<d3)Gp=umTu-;KTbpCrlLss(Fs<3*MTy=8hG|;`gTQEf
z;|{XVqsElu0V4GgB*aC*Wk?rLF(D^{)?*c}nOyhLn{uIdR}+XF?7+M*qupC$wSO7c
zGi~0zEI#MrlEv~H3L3f+A5bvzx)8JvXr4d1VC>*E0z>1)Tql#^>sD+PM^c@G2BT?G
z5w-sA-GbG^#mG3iB5TBvM&rxN#Jp6Od+c!azdH?}mwIu`98E#y%DrSrpLw(?K-+J%
zz$ndJH*k`N7Ev}yJ9c7SBuyr&PE8o<E~KcvSYKeRyFC^2x%9q%&O}uztsmj(5v!(G
z=-%5OB(U?i!s2;#Sv)E3FR6vN!TG&(YK2%KhqYeuLY7;J<;H;GX{%u<6nf$wCy2@F
z7%N6q2;Dn-jBq>QrMRQOe*t<V$U7zB<^+%`4>2glZj`mStkv{^ev44w!8jPe2l!E%
z)~T0?2OztMPQ+ujg$!n*X0BT+R7Io}?=o6rHrAo7^9WHHeB*uXJ7*^6s)>L+_E(^p
zM|x-XLhFSMW-OR6?JV{|7VwUGbFNcisT5qW_&~C%<I<*XVv1K4LH@=0n|V2hR9Biy
zK38*0+l@dCS!4Kf7sUncO7}XiAD^;vUF`QI5woiny2IzclgoeWW3T@BJsLO~@934n
zjqyruZoI7SO{>-%kCqYA3Zi>&XUcZY+R5hOdiJ9Jx+V(4$M&=2xnRHGo!)unyZc!G
z&uBL5ht+HI+F6i-%1O8MDsj6QPrw<QJ9MG#)8^geHD2#-EV)C<xNs^HBi*rUH0GIX
zO+yK;g{q*8Jvs)MFr1@AfI(7wJRYX-fg*i^Ng7zu(;lj9J~b#PGU6_m*YvjOb^YIU
z6%Tlzq1x*R$x!VZ_@{KL-;~_f14mnoixrTFgY&{~=QixjgHx(@!EY~AlQuIzXm@GA
zyF(o|ot0Waf@a}UkTla)drbE3V&riu9^!OZBOy_`g^0U0vK);`i&CWcAb#=RaS-Fq
zEqy7x_||unDYf0$&5S;EJ%IR{*NAbVH!o!bxpk=*N$kX0+Eww0A?%u>f)!;&1pu-*
zLSnd)x<@{t#*#q*dKp5Q9BC>88RzXxKiVDsX0r`5O0rqp_lI45%3-UTpxdq6N-}_2
z8*;FU{ZaL4oFAXp%PT(I>(i%WhrLg`vRdUi^Tjw=v@g$7<vgF%Q<PKENOGE1S6)#}
zIjKXlZ%lr3RyJyWho?s~(rx7I$mv1r6HtUu(wbg9+k@-z`b7HJ@z`=?WxpJuUa}t^
zGwWrA)7`|<LNU_#{ChbSL-=vp8}pz9t^KjSbB8jd*kLh;ySXHz3LOvlW<*f<(`{rv
zE|F+hbGX4)=}3(JR6qU8D%{e-{zko~X4KbWwjdu;d|@tyCkdR<J+uRs*szX=Xnk(0
zQs-8l<Yx0vs8W;(Z&G)DhR4=u-dM<EC-!4H_k*@_r!nyb^f?W+9$p!QGFTvB%4y(<
zym%ZVnu%3szgfR(pZqecC&L4NLnUZS#AB>qoY%WUPa|&cbtC+yLtP_#6f%@9h?u05
zM-yN@c|gK`2&DR9GXYiAoCrwr1ms*qa}e5EANKS{y(AIjIL^czbG_KF4<K<lfTx(k
zh)0!98e<v4V(`NiHqfMW(=(fkI{E$c(~GXQ88B!le#+8bFKu0Zq}v8l<yv@6vFC_f
zodNHTJ1s<DZX;ozGc5!uNb+5{-$m`aVb<pIhmQUY&hwHLt7@ja2E4DDNiV41>+gJ7
ztdkGco6UNDk5aYFsi$YBZqApzzLVzj`}M5X!8lE==-2*ILMh=iS?*dUS5J%vhyC06
z3G6QK{dzt6%$1Lm2B9)dofP|Ig!f}bNPb0e<a?CQwASk<z!NAVC2p7pJ+NX~Ke&o5
zqSP6KLQ)y&ei3S?I|8t@40RZ0rHF8}iZOd7L>a6loNn2khd>_8tOh6wTKyaAH(Z+x
zG;etX^@%jlC?vH}Go#%hs=pYZ-8?mElJLF6hmoW?<d4?l0STBlNfvNPR&v>p1^0<h
zOBj7e_wU9i5dccds_}LztwwT6Kf~DK!*39hPr^2UaX#s=f6IlIM54b`XFsd$EnKuF
zW<a>M#GUyGw;h^@=#OT{gP<5=x^njR8I-HYwL<5HKU1APCoe1eqf^6SdjC2`&)4+2
zk-HS#_UpL7LwC9iX9g#LOy}CN_^=#Sv)7Xg7}pAwp2AC=R~t`$(3BKGPXKcnO%usN
zg)5j_LuVjp!)`C1dt{FVr6^e;Qlz0o3s)9xt5_L;n80(x1`(w?Bx%71u)u^DCYr2V
ztT184BTijLDkn=BUyh)$qzWQ%Mk5C3-NU?YPgx;|9|(DbAx%b9B6;8KOqz5grRp>M
zyfmT=?S$~lG*=k>VWy}{ZA%cw__Zeq?4C9#P%zIM5HM|?4Cf(ga0Uu=vB*ah<GF<)
z+YRY<f{#1?I{Lo<m-7PfjF+=frs=tHj*GX(xnZZE^*_(LaUo_!q@{W8;)*jG$TMmT
zfWLk7_PQo`c|x~9wGYv;u(4iau`~TZ@(F#;t4fWVD@Kd==vx0)d~H^5%&ZE&g*}&(
zxI$%d-Yz_*>MG^pNMxT<IY&K_<Ekp5ON^U+&1a!|XMID-kfwaFooyjbcA_fmC(d*n
z!z@bQFI#*{sO~czVhh{CZcJS}^`7Ws1W`v9%4#P@=f_9^q5F)C5+t=XC<0=9EQX@g
zw-aN;2}4!QJ;hkUhT{@76V1o98`83*871`ErS8xiCuYJMSIRlyIih5D&NF}d(tLnQ
zzAmzun9QMzAR-rdw_!y_;VJ!A20+;jQE=L-I5F5b1O-UM*}b%@qB9HnR2}nx%URck
zr~cxypM^W;d8oSQ{hN^{t7}-sK%xvN5`7H(<KYmI%bxk#fRxq@ANrX1)|>6HPVT3d
z<eY0->o$aDOn+MO*2MQm`$>EkyOh%?tjA^VVZ~0H_pTV4&glGbCVevYIL=J93GV4t
zxus$A!0_?akEPDzVd^}nlr45|4#U^5#l}>_K<B1b=6qG}-~4uXZ2j_U&4NH*8mLSP
zYE(NL#{mqrsnjcJGm5o0kg3JOQZO?E8QQSa8!lr2*;o+-O&?mcuuM^~NncoR!8=8H
zUNXJ1aq}_k70QYJehIyQS#Vq|D$UwKW5ekftnj$YbR<Uld>V^%f<gM@5mv*@v&5{w
z8f<xcwO2?ocQ$3`M_~2o0S>eDZ2hc*k2U`2R6kG`Kid)yy(udZ7`L<p1pKLj#~p6y
zlh8x}L|)+XG4gE!-xRCs{$L|`%c?IgvZ0#VPIuoYp?p%~nFrLvEP*GO<$-|STqUEh
z4++ky;K2%Ln72sXIo3fneQ@GQpt`c(n2Iyvss~P(#}Doh-y!-IYu1c*D5#&Ii~X2^
zK-WyfOSF!h_*;JPkvBU{xu<AgCuet)gx-0&qjiM_=b<&_ZN{G01Vp{rnk<U2f#J~r
zf#K3fz#x=@AOtB|$N<Jk%K=cfAYPkC+qARfBLs1oyaYst5cyV!7el{#e7OIDXZ^<R
z*LCN46CAjQ=LdePeTVlrPe>HHNgKhL1z<m^M1i%c^!{(JGBK-R_XZv$a0j6@a2qq0
z?QBxqMytEN#4_5&-S?ecQG@q|>ewjGf%}RP?OJ7BgH96d?M`Gt^4!5AWTC1iRr5F{
zlJ(faqOwb7o#K@dbkn!|4>}I8q~BYcvo^0KUrn^s;e*`Q;e=h0)I+UMYBHY$@<Z4H
z?0cxA*oS%#az~+ZW|0aYQm8}_VSao8hzzS!-w~WAkZr&nV82N%L|cv;F$W=4{~mXz
zw!v+KQ784fHOWJ)DH+s|A_)$baG7=+65euEAhkm3CJh8Bf%<?OOA^SB5SUFyx3HyH
z25MFE7|k@=ytS3}Pm{tXcEZfpNY*db=Xz1Mmlm#rX@vwmr&WN~6brhgffQxKhGj<?
z(A#bz>d1on=jtaHwEfhOXcxjSRJ`a$udUO^XOAor1uDIWzHYY3bUJKMAJJV7lm%!`
ze8&b!pPGq6E_>%IdE0*S!@r`dpF2ME4<&CPQyWeU+S$vv;2FHxceBIJDW|EHrg!@A
z8=V4oeVNbp)O2%HMNYdb^v}cBi7@;0=wV{(3##d%pYEmJ<jA3PjAl1v6fx_g8NFEi
zH-Z!Fo0tGaQ+$`1xyUtGlK>|F*98Ab*-vLg>!%%w?Z;0}TTTnDa3^vn<LE`KDVR|y
z6Y_V&knrF1@szP=M2pM7Dqe+tkLQmHpS_1AGv;P2Jl^6S*(lY1B7_P(G%YmzJH7tf
z(eJc(tt>M`cG{KkrD4!d)JU$A8pq|8B_1>_jorviZ)_y7a2-*{7ErtJ;|87e9cu=v
zH>)ofD}=uue$wR+#h9`3!-dRdA4a2wYK-2*l_smkY)RA1qbF@Rxs}`FU#VBW%bf>Z
zgReX5ZY@Tmr?XDpX1~10Q}`LZ@pW&S2wX{VDKTUlVytDt34d2j8WvabI#->B@*vo9
zC`%S$HkLxeziGzhI+A_CG4tOH5whEn`q?W!eMM;f;uSR$Wy)BMyZ=a&W&eKm^gddR
zD(;+m`1YP+!pB7!&GX#fA1RfatpgtfoF#L#e^-Bcy=UIb9pY|U+iEmXQPM>Th%g<Z
z7>&!52*om4dfJQ_J6cvKH-Ilv2tX{fqnNH6q{XW<UP={N_nACAJL)0!`h4}s6sdmN
ze=lDnISNA~(ZFiKc-WL6`}Mu1cA=hiF@tWZKpXXk!KIdpYsgOp=4I<uonfw=7KSm&
zwqoD@u6|LT^-V7h-eCA%=IFM5vz-wZ%X7&?eB|8E6&N_%X#ng93^0jWz4i;A8#k~C
zE26aobl;9#)zBe0u0)^?Ks(t6fbbctTS8sJ1WE7qcq>SS6of-Z;Sx?aM6}6Xni8T)
zrjgIOWQa$RN|%Il%8*i&$SBvHNK3|*k)mE3N|H*WgrjWd${lx(16fm5tX?X2i(*pY
zE9zGdVM@}lw7;)cRBQx^CUvqX!Iorh_2z@{Q<GH+Y~)xtN-?Q;)r@Zk2eN>GN<sL7
z&`}c><nA?0E+i+eH=DYQ1Lp%Hg#{`>WL*kyFQl4ro@!v;5~ndT&Dv}*cpL{6OE{^c
z6OPl6cE6``#Yy|wom=?)>p0bOKbvmX5%RKZJQdx^y7&qe&yBWyJBf46#avOdaw+-n
zAt?+yD1GJmXvjRA;M;1r6~22xKDhr1nzd_IH#o8Dd8DhvJ`u(72|2R~;>i&6;G8`=
zCb~f{9Nix6F5N2awrL^%1lC{5fxCj|9mRp_8Nz{NOKXhY9&ge*8~d7K9m#0D&uN1=
z+~$;uf|yp2Iq6rb&(%;u3d(r;s}XmP757HE$i{X25fbIflI~4%+qwt~MX)r?ru+Qo
zcY=5>#~u{I<~BAYo{Ko_3?X0Z4A5s)Hc>u${v!p{-nR9ErOuYc{I66zAA0Ry^b_>_
zFPgr#ZvHbQ=<uqf#leUcVR<tVuM|fx{YDq{#xa7nhPAwEdO&di+YUH5SS%;$1CNN3
zFU72cDuAo;ilH|hV(pLXNz&@BEsT5Upvy%Fb?3g@;k9Z+^(Zu{0f5&Lhnb=9+IsEe
z;~gtHeDB-zZfLPwpUcjN!s@u07F`~vGZf07mymK5-FbZ5M&2F9ALk3Q>PfYX>NxmS
z**7yeZ_d|s{JE9JS8yLgK+<loBs{YGKgRhnAdNOQhFV7eKT6-TT`qLJtA6o(7hVkZ
z0$m90Q=5W#wR}h>Z2+7Y-ww&L>*^XseQ#q0Qu83iLbA=RooBJi^y2G9Hv)78U0rM^
zH11Tom8~A9xutj8UifqNa%VKDf3Am^nM?MChs`7TI|Bc6>m&6kad@0TQF9m%zQt#&
zx>f0ic?}?~_j|6!Xn{<5E$F$aT`00&z}<E5A-YHrk>mK&93+UvpIu_KLu0cp=WWer
zyji6#G|e-qq;4JY1|JYVIL{~ZA4$0QN9X?`l)Hd_0J)p`K{uW{fW5=1BnD)G!s0zs
zU=lkJfTW@efhs$V8Nse5`(b5p#C2)@ew!aW{J=8FDwiE%{K#Kvm#T)J(fLjZW+ec0
z$%{dpTcb>~A_HVV#wB(COI18t<g@TADxp}Q%%IhzS`uOzT%$AVWY);mC2S{HO<G4y
z7z)ZdsIekVEBBzADXy;@bbfo<P@uW?P%@KMV-j8BM6lfILq)m_j>;*s3+tplkfORH
z0J1$uh_zCRL#B3X*4BknGWN{F_gjBP`|NZoVG?#XGOdhZI5NZdszb3E>|NA^ML$2}
zEvlTWhLXv1_@|MTJ%CthFC2hevT#Nqm+sFGmYL4}F!W%U2C|sDI2$-TeUbQkIp=4R
z`OgMb1}qT1fGsU`FTr->S)XtZ|E%&;p)LXzAfGK{PhwJAtzC<<<1oZye@<GX=7$UP
zFG??~i_o*3h39s~2}7<WnAA;9X20cFss&#v)G^D%foZViQ{eGE8BqTkCn;RdJiqI)
zgUFV7Dqe{qs;iru-Fn!z-IJv&y4XLi`K@%%N7tDlfr!Wh_tl_Mec3Q+I_2A{p64AY
zn~Rdy$xX_YxBEp1ldrssmS;eE>*Gtl2r}o@z1+Mg_J=Sf0BXj2l4#dtw7h@q3d~Jn
zdaRna4c)p@%wn;eMs8zz8B?RNQ?O$<Q#RrLrMX0B1H4FUlC4wd$Hh3Usm*5{II}7g
z95h5|3!{OGm;}(i5!;}yyB^RMG^EKh6D2vWWuZ~Q5(DXnP#2Swq2v}Qr3ra5rso9(
z(pVH>DPt*|3w9*pNog&FX{ese{R#6OC4j@;#aWhRUywcf9{^22vcJ$yIMS|0BZMOn
zau^{TiA?9d)D9M*8+3yQt}VR}<N#iLIQls)05y1Fau_STSh`z*95rA^%@8ZjbUI<R
zCTun#fuLD`jL9J+mdTOOfef?N1nn0>gcbs!Mc0>TK{$a40F=nln&$BfFt|-K@P)B`
zmksbaI{wM<pi9?LvVY?zE=Md==v<mBY)yn*4jG8c{Kut*`*(i_C~)(^Ct9V!&3bF(
zF{Q&B()G^RQ%rUFx%KY$Z7GaC?(HuD`u%9`UWPk8P{Ef*>CHR0X7T;%#pa#QDqj3p
zB==b)cU$zq7b-q{>_e&(SCwF(Ht$@o5D--IMK#>VL-vcn%D~FQ%27_(?Xb$Qx*-*|
z^-%G6u7}P^4w@?GNfvw?BH;Wy*-#!g;PY=Axc<X9-&p_zYGVV(2HqLCI$-e)OiPv3
zL-0s@WwA|BRaul2wJ3`@MeUcxUPYy4(V=KQSriow+FVxAO0w9aXmAT!JTCV3^t81(
z=v+1{Nutf`Q|XF|uBa%c7Su8InEH--Rb|yC9jk=-fky_;4=}L-G|;cBrJ>>@MY=e>
zX~*9~#uk3D4g~A|AK}#>+r)Lp-+SjDcTQ}dFOKgW7h>NT$8j8T561~OKkx+zW1}09
zXrZBvT2!{7k_r;>8+D8JL#S!BR$5!eenhBKt1_XD29gEZwfUp1RCUv`X`^(jv{Wjr
zg0Ue)f2`!kzVA69q+2!HckjJB+p^#H^Zoo#`}zgIrrQ>B6+BDun)iYbmU^-nBGO0^
zY|ZL60Lp0Z(t1ZSmk7)(<5+Toz3}S-t4V+?mrWTJ;lbgPg~S9ek(3rdQVHte^Hu&A
zimWfj)!aw$^JG5&D$5vICpZNVRnOS;D{OO(F+C`5t(bm!4r_3SbV3clExm)kx3h#W
zUG3O0^~?g?@Xux*x&wT>?sywuuMr_~5U>|VmxW60wuI_f0(_QR+hkbVBRiVqxJfLV
z#!bz#jkt-eq!KqHR#J-qeaO@x9CwDyab|e<M-5xqBM-=vvNS7WCU?mX%F+Y!xI7_C
zvWLG-78sVtW<Nd4KMRu?cc~D(?TJ0sfHi4J%<8fpw4`xs!Xmt^UxQi-@_<;;*FVP~
zf;LKZ<Y#j@8c{{pM@XDVqJm_;>v^40U$FP{)glK!x4p3OV%t-TnwQU~o)&Z1MaZz;
zi?EAp$v?#|jvWcT8Y194zK!;gBcc85P}AY&*8=B*@*@aqp3Vl?(q?iG`8pXOkGW5g
z<L;T@+0gmM^K1Vcd?y#w%CHn7KH|+ij*jMr&?$T(^oN{W296mKZ+Tp)4%VR*c9f#B
zNqGXjnSU4E$cL3Oqm1Du(&(;nyE<RMKPS(-qhvI2dd=_9duRgxiCmDbqO15i{wQ$0
z{6>(*8e{o<j^*#h$I;WlXLHZwm6v>+dtA#2+tqE=o$D%5B_kn*q%@5gCiPJ{Q)8xE
z(}XwF^c&*DlUg6A>4G!eX1WDm&~N%cW2j|2akJL4+dA6KHm}EHdc$0ilJU5iwvw&+
z7PA#2WQT%LFrys^jghz9yIDTUSRUbEzQfzeP)FX=62zpuETH)Pp*^A3LL^k<_xSy>
zm~o1>wYJvQrrTRuKm<;usjmBc-Zb&bZ9nvc7;`)WUcASPy<=pRTkZzCf@C0wPX|FK
z$iLlsCoFU;EZ8wDI5TX=s|96Ni;L9)qt!#}I$yzUBH|kJ5qDm|K)U)N=n7s@LBon_
zX*%7eE<8&M*r6T=_6lAYj-#Q5?4#=IFi<{Hq(X`r&t}E2XweN61$Gzp^{>6xRh-7<
z9nPBNYdt;PJ=wMQ-|GgNX)IU_B%+1f*zDw}T5#1+0R#IFhYAR;42#wHu*z5CFTqeE
zJ}}eWJpPFE!$L@+X`fuz(k`WIpl#ehFO<2`?~$k>x`>J{(sRW|e&R*vtcPPU9Xd(`
z*EIgW{1$0miB^id%ddrq-{&Vg@XaH?+&X=vrLm%Ere5?~!}P0n^x&EXr#?=j`*3Ep
zS(l6B8}%D@-W3}m*Jr{<y1|g8DXq!l-_LAZq_H+F(VV+uW_v|1R`08=){~&wvEusZ
zIq2C8c&=YV&nD3OqGwGNsW^cW*tNHkZ;}IKFmXI_GI1_Zj_oo01Gh1>qxl|ke>DN-
zlPo*7(u}m*fw-w!$wWMX7;=$>{$3SPNmY_aGBj;386&T|PV9fhB}EAcpasO$fB;%x
z$lBhsV35?3L%PXrGml9h^zfL(^{OBA${ayR($ui9zbcWc#{4&jdnJ#kl{9aEb6UyV
z=#sTK?^M>z36wCt&7Nniy|*qmZb?;&!1ImXtqHX}_uYqn`mLS#fPdzx)T+c@X%`PW
zDO~3snmV;PUKwrJhf3V%y8-*ih)3+>hhd6CNY+C}ur{0t*Lj#<Ysc+QH{FeQ(np*_
z^ceoJ^EUkp{SaTJ!63x}-N)85shKvjFHtGR(zJ$2KI&z<E@e>$R;{Q-FVH5Vi4}93
zay!vsw4WX__Oe0r82vswj*hXD=mmBncRKf5{Vh74dryCtPUNoXSLhXEGWRk1O#g(X
zHsCMo>z!@5Ti@b5tRFPqq;Ieb^a8s?FR>6XlVaJ4xVgl#8w6{CQ<1HtDjc&V7)z(r
zMmUP7fv`a-r>oV>i887)hdS7S->xq)44o*lj1Xh#TAAGk`f4~0b|PV&uufZC%O)+K
zHRR@S4io+rK{cERM}T{VRtS-U>T~b%Ri2*sqz(M(3_xIxOiC68C?rxiDmP@koI+%v
z5I&&`js_I64;Z6|6NKrg(effLozw!Qkpfk<0+MM#ADf*R(F;0@7Jv@2sC0DW9t5ON
zj;SLlMvNfYsN$5M^cuvM%1BB8R%d!^6%I2&2if90BUpk27E?eC01o3jboP$hSXw`Q
z(@b@-nOe4GSu7gbxET-Nf8Y=BfU|X3tSZ&zOpmjz$=LKqo_$mMAC1?gQu#!`w0~Re
z(sb(9Up-<uHF*2R;H}3Ip1m}C#rq3DWg34XP`PnX!`hP=6L(Y7lLTu^2~Lyc6{{)^
zR{V(kjm#2%g>7ppcc-?+-Ki~cL?oje5lKypU_xxoj%u0>Z19{LPM^X7MZv^eB5R5y
zDp{^=jzkhFQ(aY3fq2hGpsX;td6xG$pN#T0SBEmd!>(Fvax*xQ!6!148Iq}p@~^10
zEN0_z8=Smw?y7L^W3$)YfbjH2?e^#983I%XID!MEuRr@SzX0>g-0K!gD7kj+XbB()
zVpKtZ!>_hMcIx3mQmbf&mcd0-&^Dp3Xb+%m+HUl)c3ArfK8at(Bih^eGpzlKU<664
z8}(&zAAso`BC{`^sn&`F{=*s29SwwL6yWGq75H>`ZZO3#Y81d7^65o4tQEAFRv>C6
z97X|R%f;cc0({LxY4~&`S|Dy@UY)o+i3i7{Kw||l6+|>8U9QN&;VFcgRf6x#+YT=$
zd^rcA1W3#;GI+_)L$ij9lZp38?Hp$KA_w5IsqdIIn*fa*eXZ@SOIy8nP5GtJJicx{
z=2<uOo7-snRcCz#{3^6z_I>X`?=Do1O!P;AxE05=7yTy#Csoe@e8_+FKYW*cY!l}l
z$M1R0_Sx~<`7N=1zB}7@KA(N|*^XaG3{7020a;+7Q^X*O7b+@Bg<FCf*nlBmum-xS
zD}5Q1KMGYT%LEf8ycvcT+Ky`7i^^W4(K3lnnx--8LZxWaw8q)<JV~allO`q4oiB;y
z{C?lx_xt&QgN$LR*{)KwPc>QmOGG+DLyBhUFrB3<w2|)Pu_}VS#V}vtA@5qkTEZ6S
zw1^gH=?gu!fwa9^U)5a2Zq@#VZ>Zj8Z!?!&x&xUB=ZsmEpyE*+HdmVBfIkhq47zJK
zqC2+Do(2Jk4!7BtraBDh_|Fn+`;cL9=O{bcbS~5=+T?36_a<v53$ALfh65x_xmYTK
z&qbvUR81F)D%t6Fv2g`9ff?*??QGp^{iU`44^w}?^wgo}pFBVHk3&xxH@CL5e%Ja%
zYZG`LECEY@d9H7KqIIox;rv061P_DZ(+5%QP=XjVvV)|+Ib6Fdl#WXAQn{GXxB17o
zvCy~FQT>$=v%`N`zN+5lZihaSO@TP8t4epQJHA-W>O=7-;-mUr-TEE{f}upHKlJ;+
zZO%BMf}hJDc6=m%7{8_7lTD$D#H(fpw)Q9xIVK_@<M%}*iVvrfyxJ=bNKld(Us7#v
z_dzpbc2hw%m<?8fqd{Y^Psc6l=`B(^sOWF$@VI_mzp2xD3Xq5gB+LPcco20u$P7Ek
zLkCHC$7^Z50lslQ^5}*yaOC_HS63}X|Gh$|?{ehQTu1gBwuzU`Y7;5jJ;wm3=^;7M
z5%R}WCDEbefgD0dJdn(T7$@ba`R4B1NA(TvsIUSuHEFRSDufrKE{YVuA%aG09|6ER
zsN*5mxO2SJVE%fs#`9)hvcY^dS@U_xsQD07Tga%H7e-A(pNL4~fBhcMTqi1^*Ca)i
zI6@49hYFfPa5AK<D$M*Ck%pH;qyav=^qUuM|14L3xcF6m(~%Vi2J@@ouGY4_A|j10
zag46vyZ*_Yr*1lyx3#^#ckPjW4~kSuLL1j6q#2bez*S`4CS^Y^bc~dHJPO?3QEo^#
z(sZBvgEaJu9r{L@wg5{^i7ltrf-P{1ybJ7tPm527w@1Gjdlrm`kETz9)3M9Swe+m)
zGldU;=i~$NWAdBeBs?XbO;4q7W$&kF({?x24ua6FB3<OldO5pMej?MBG{aB`_(aYb
ziBd6@qs$`bh)C@s7m7#~n2O1A6ap`VKt2P*kVz)qWU!h#@W*9XW;L^(p<iH5Fp#0R
zGoeBQ9IiM!Rh|z)r^A63KeIc6DSmAcUn*Z3C{mHL5jcRb0!A*fB~U4imTs2lQo&5L
zXeM<q6D^vf?LMMKA9?5_TJ*hEeDn%gXcmBz2$8MUr>k2v4eKy7r^C#=4(IWs*<_Ir
ztM!bA_nJVEZ7%FEz}+46&o3?7IBVSf(_Ge%m72~8k{C-%nLNk|=+L97JSEB5aAzJ+
z8d4%4S_O5a#yWwPD^v_^E;hWmJec%$t9Y~VlHfqM4=%FZS=Nc70?Z`@0v1i<Cgqf&
z!Q4fdl1e#4z>JE>d_GwVbvBq!(S<|$y;KW9)#hZ0l$~=@##+{JYGkxd3@{NuWc&YQ
z&ET~Mbj}MK>Dsud_5D^cAGQl@NLg7V0w*X9KE3s;@4ayv_}4$X<@1L;A<H{Aj_)sT
zfIA@ot?mCU^WGnB+ucxFyPjEVgD-=LZ|^zoL43V;_KyZ5N|rA8D$#ks{YnZrffHJ3
z%4txkgi#v+1JL3sH^8#W%~Dq>NOOh}|43jYIKr8XcB6wzUN0NQtYh{u$9CtaFe;8_
zMze>^&sfLp<BkK)ac#mdk!RiZyuDyA@_D|%7ZJ|Fv>_~n#Y7^V?*Toq*N_clg{+v3
zJXCn7xWc|7IcQyD{~Eg{u}0%XAVMxL7P-=(e=sl@T-Q0AA1(|Rhf70?9JJM%@L0Ko
zWDS=WC$i<byY4w8A7zeaUd>KquB&e+-_x#_AC$dcF?Vs)7Ra3i9{>pU006F14Z6Q#
zFCNQ<IDU)B3Bpw#KPd!`d6P)3Hiy?{b7;1t!=PBm#Uz0lw2`PeT2j3hcm`C2XaN9G
z0ZIc%6*l9Va=|+;5O$q)-Eq;b1{}XEo)I(_c?13h@wg7A^!xfOvh~XHVnzP|y`U*Q
ztY?wg8}w^n8PyGz0sq|KRIA!n6vg%F<_t3MnK}~DTrLyO#+Z%{G#{D+^Et(SGL43#
ziFP`CR|V`=bWhy8Bxf0qs#sH&Je6=_L-(MA$)cBSX<MGM+EQAaMfUD=B$6>VvUqdG
zgr`R%R!)w&JV$ecrl^V#&$7X~(f&BQK{Hg>RRPKuYAZ!H0-M$E>^5Yb-TADO0M|OM
z;wct$fj|zzoFI5}T{LgWnNS2=sO4xcN`?EAHSatR5X8#37QRRZNII0FCLfxa4gnJ5
z$Jie=F_J4Uz_~ezE3%>#3#EJ~W{1)u`gF`)Ju|%Npw@HuC*SSAe{FF=d^Z^2nOH2i
z_F`@K;YH<m>*Px-KmJi|M^{HM(uQzC8$a>&J&*L{`*&}A^5sX4-LV*Zg$(%hi-*@A
z80y@Z65btqZt%t576W1i@1{M7EZ)Lo0R%ET<smQxhxj33GuR9_^P2^8Cej-jh#WN@
z;U<iyI0gb<K$gu$q89Ar662RB5wcEmqyev2JQko)l@3R*+lgRhHFcIUPz|V7f@TZx
zTnn*R3-Me_w4+_r1nkug{1=qK3M0Y^!600PD%C#wNyUmCxt(}%J9_u?;m4|ejYS|o
zUB%`rAhWj?@f%E9odwh)?N96yV$sv2w^YSiMBfWP`ZEEAnI$Or+4tG^@eYWn`4SWa
z)-3uP%=E>Y2<@zkI3N3OUPg_~;|6*p1vgCkg6m;$Mm_WxUUw>1kNEiD6oTW-%-fih
z-xyH~UuG26xU%)mpj=+`&*=p!HrO1V+A!!r9k9-R{4ctzJ~nFe4*T`le(m$+?&3T9
zK74n!bMe`^eB66Uj>aJ@UJD&xEeFd+0!qd-m_o}&_!t7QK(v*mw3U{v-PAH|>sD1j
zggQb(2<@cxkD>iBCb3DA*#4M6Vic)DVj8PPA<5qNz3`!R%jx{Se(j6w_xC)%=Xv-k
zT!A)lrsnJrjt#|9CnE8|Y^0;#r)4@_p<7rl9Exyu-gesa?ar$FD(77XHaVWdR?&X>
zaO8yZ8|U8zp(l)`m9-iSLr+-^MMDQxK4$1iE1yaxvA(jlTPGE9#`?z$*<n1nNdp+2
zklk(~Nh>Nzq95`^9~*8FiL8j@nO`4|6V0UhDUctN)mbW}Y5Jrqdn-`{M$p^nEV_m`
zWSF$@CM~>43vV_k%F!6u9Ro3{xv?<07R!-qu~g~q<NQYQ8ZGGa*!<B1*E~qAAYCL~
zgi3BRHGJzf9-4Ye#Eqh0xxxAdD{rwv#CGh)u-VE)>kFZ#Rv-thsNKrAvQ7Lwplt#F
zxJWtzW<IlrGzk4Xr!#?Mg8Dj;Wb14Uj&r-}YUJ){P7o0Uk3v&iplVpa3ixD}ic?ZA
z>0;oI;95tuS>1U1^51SEbJcSl?Ap%0##DCw_lJ-D={c-}ykpzX7<=abdinY<PJCzJ
zU#v3vylqz+_s&mkxV(4m{_|H^`>5GMIIG|!^&a6Y`xHUUOfVuC>=esB)7L+vfn2l>
zKlp{P!D=v!tx~C1@p_~4SFU^rN@avoq7t=$Cd%Gv4N$+7q<(3-qtZ#omJ%KP@0$6}
ze=7HlJ67QR#Kq(X>9f{7$e&J~N&lLk6)r-4l0PY&hLh?^jsFRph)gIav<Zvfscui~
z=MDwOEPji&IZ?HC2s<Ia6%L47gG1o~mG`YG(-+vxe^KB~tCQ<epJmpBd0S|LuIQ?+
z#$)?!A#0m;#p0&~@=|_=30r1ROKU|fpusxwih3AZ3@935mauv-I)CZXCERld0m-(y
zA7^-=GZ8haN5Ue$*+}GcV{UQWuh*bpiV$MI7sp107X$+Jik84<2_u4yB*Q{Mx}N}v
zkC5hT6WSe(({3TvSF7q-^^VG$>Na&m9aA}Vj{SJnw0>;8_)3zrq`}nP!5f1ZBRw@#
zj`KB5!()<8nz6bO<M-L)0B%Nm1|R=X&o<Z$_7W+Qf=R`T_=?BPE#8`qdZHNfura<m
z8}ov0jI3Urig*u`>Hv0n`UMR}b083|qY%cM1POL2bQO<)R}~=MzdRr<&B2frh%f<A
z(;%n9zqi`1G%Yyx0_Q|iYd*&ohq~Ip0PsuQtN0MV-mbICJMJIhey}BO<ayhc+8Wzm
zc<}c?{r=W$MaKOFqf}qK4o5Lcy}%}d(i%QzCD7GWh?5@cM--2B*o=g9PF7f1WJ(yS
z39pxe^$}cCl28XjVo-v?AQC*Ngp)BZguglgt0;Biag2-^Jo>lrWSLYct(6A2e(9tn
z6oh86MRr4O%uP4xMb{}W6TEaM`hu_$u9H{meL_F%7YBm<q5gC~>MQRQw!>ZWaC%sO
zvEu-DKsW#o1P{uGLx<A`_0h~h^IN53+-u@1nU_m1qvPct!nfqtW3MOQO24VU;r^)f
z20A59N|W+r`jmb;GnqYEnugQjh2UIz2K^4*6Yt3nviHoj!=)W)xO`mVy7XPS-NrXt
zxgBtaI4lL$N$ZW(?z$2;pl>d1M1d--id*CW2bmzYh#9R^%rqHg=*iL&GqQ}byjw?7
zhLh`SJF6=qlz}XIjzXw`xzR((LFhrv7NJLrl*x#a6wF}Hn9GTbfXNa|$Mu+7YSLXL
zg#U|^E9j0_?$W)v#gS=U4w`d|yZty4p&63p1|8q6r!$$H6bupusd@%4WJ+04Y(S+r
zLZz|*A-R%4WqewWDUR!Up2DzlFer*pTK+TP-7>D(IlodSZK#_LexVh0qViaIq8!*z
z{z`dUd4!%^E8i)L<y+!M(k59ypO)WeO(qRK^<_U)4P6NZLMOYI&#^B|*U0$E;O!f!
z=#6A_{w|Gb&GR=Or87Fz*f|~^t+Dg*L>zsBum7L0Paa`3+#})-jP?*7Kjbi06Ra@A
zaS{^8U018?&5?tN@WDtbaxcAsL^EtI<5Gqa!DB^PD%Kae0I#T+Ceyn}A(NE5y&b)z
zh?Kw$OAKBjaZPt9i(`&csC}MTT%vZq0!J%P=i<!^-*Xp!zwn2~g>STm;;WW}Pm-0c
z79d}DO*LH?OQm8>Y_zefvlVcFZOLkd6`1se&iqUFKL~v7!B4rbA4wE!+eQufBlD0Q
z-@CQF5UW!}0WURm9Gy4VkH3u)t{Aq7Ud0%OKTRAC%Tc}J8K6+FaH_ZBqoL$bs*1Rl
z#NouD!Xf9?#BoPR@hO32kP21TL{-G|JbqhOWjTv6K_hgXM%Qjb=vm;Sji4WH$@RNc
zv`^Rv_qqFuBWMha2`|By+_B;q`g!pk@DBSn`fc{l*=xu=CXB;zHvk~3gPM&s3Z`x_
zZkx{33~er%)pL!7WFmnLdK~X16h(sL2FJx`ZnBUlxe$pibP7q{hysQ&j2tn*32koi
z(-~rR@Z>HvRAk~usDEwnMTw>67q4BQ{`ZXOkX=yfDyD-R->Ety&X_adKxdA9bGk&3
zoWl93IgQ;;Pdd5ed6v}W5u3?(oLiC_ZV9?T@s_aL`~*^K^IGee=`M6TEHhYx?4CU&
z_<+5Dfb}B7FJAM*7^T1^C?$s^)}C`AqB~^3&wXnuL~{|*9V$6aG|-j}<SdNY*<DQT
zGfw)k_)t({@cx&R28I6tS!|uIfWM^E+c)(rT+9?UwakA=ob|$MPnXul3+&2VX~PPj
zgJ4f~*)j~#wl9BmetzN1Lz@jg&vtEZ&j)S0rKNFbVIBD8P+O)Y#jwnp#oK}7fnPE0
z%!<IPkM+qndwo)yUZ2!a)nS`0$};;Un;KX9KTKDBY+F|qzxRFGe$UDC*UL-tY~Ppk
zIUmo-OKLlb6L)s!bm`|BXp=SqQ)^7Egff=6qGDsCF6}n8)wWC%1EEdbP#I{GXqP6b
zyMi!KR=y$?)Ia(MWf2N!bQlGxt0rwBocofp+44L0UZ4Bkz3={hzjF?f6P2}<oaFa2
zV+obIK>x2!5}lw&9ij)EaC{SK(XnDzH$7zHhAG_%6yZAJJxMv|hMUT{aF||w@RwX!
zyP1nnCt2o>YglteHOE6!%!rtYbI7h`YoJO6C`o9jU$j^0;or0tu?-z3{8y{DE$f<c
zbFsGv64~72l71$^`1kc;KZ&Nx*`K%<JgndHKaHMFJd4gsXH!DhuMR5Na+Y)JyZPP1
zHnOc{_h2r2I_&b)i3GLmz`Hy<q#dbU{rSNiTMkG^q-WfxJg21k{pv}TiDnOFnW8I!
zl9}#~uH;n+Br=lMstfM4+%BbMy7#8RlmaTvP^m7;EOE>+nUgbss$01ZDZN)aq&=>&
zwsu@&v~L5c=#G0bxeNo_p6V)hF<mKmZx!~ToR5>bt6jLOXrhEymXk?%@t?v82xEz>
z_z2pBO!~ySG%}-R*_<)CoVj8$WfPkUbuzCqc_g9`1e|C(RKZ7bk!CyHE9UCbL>v{%
zBCCjaMZ}|!UFILif88lX3e%;MwWoHsW<lWr9Sf?=jWD9zD*z|&t}Yjp+H|&7T7_`q
zOH&`qve%h5%gPvdR)e#m$JN^dCCW%@NN?o>{R4dijNo>8T#R6}kQPQrNoj(7;ed|(
zf%>Rd$1SZxd|F2Xt|Y;!q~zBX9oMzMWl+fIlz_DU!PZ74)7c57%n9Hz@EK2+P$7SC
zHtUA~g9{d-+2mX=>=Y2WG^;pfp)TD|VDIa^2D6ltq_jq)bOZc!iuNW6@=Ph+-%hOu
ztOu+ctlJTQ&wnOhpUv}{#zo|0Mf_lXQkHun3bf`X;XFGkF7MoAkHlpvF8AytCpq;L
zd?}vc)z}~oCI~%LQ>kQsUtd4)->Ib<g6m^_iOmgag9^2ks#4A94>^^W59WYkzz{R?
z{HDGwhrSi*_`|;r?8}-l#*Ufx#dA+SJf!<Q4fTo~%1j;Z9mL;@?;Rc=*nR3TU*mVa
zmhT<@=J=-5hg(|WgWa2xUE?zy(Fd(({`<R=LqXA-8F*#*Wn9QK#*69ghY(`cK3Q94
zukbG*6>Y-zKGTkOB0SXqg{lD`l#%A4{MUd2|8Sy$Oo2*=oCZ}2nfiOFzbtDFh-2IV
zni%_nIXAckL#WwwOU48gaZu^jvbU|8qxufhZ(CL6J)k}0$Q!vJge=6uEnps<L+3_#
zK4u~fgh&|E7>a+ooR8;d9~%F@OowDSX8IgS0qLmH*5bzV7U|<?68?k|!{>zsVP3ow
z<@i|MTj(RPZ?MO>XW8etH`%vc;)sX`UBNc*)<7gUtTo7pYgQ2yn*U!(Z<L?mnId22
zFYqk?p{ydLZIWfhJL;YC&Um>pTrPT9<W;=H+XKz2_l8&Wf__}iq`XD*SGyc4Qu<}~
zD65outA$d{S!pTjYe;`o`xJlVkgL6su#y-fY=qz@kEWwWO_FsN^rD<WaHG_$qp;9S
z(0cr$G=|2B6F?bY2}Hq(iRMco#26J<!`vj)PR$juHaqFQk5?MQ0E$pSitG5JVX8%J
zGZQ`^1!ms{Zt>7FKY0GnKRo;P=#R$hiKchf;Xqg7vGkW-d+pIws-3xa<v)MA``z;3
zAUpr+_9mruYPEg!FPjs;{l&$fHwPhadI)f~6JnIXv{01Ix;T74N-<4>OmQQ~6i0#+
zX#~}*cZ)@1%7B%xRp%+@j4;HNxj>K^gU0U{Xxs|-vJglhNLYpJwVDH_#cLEr{#Gj1
zM?1TcsFj{@gZBW>=z;y*K7OCDUp&}+P#2Hz$M`ZT8*|OSAveep`aAFL$0K-L8`BT9
z7PX>&Oe^VU{4WG%d^6gc_&jr=^%DLizAj#G{HJSKzeDa~O<;EV5BSeU&ysTMN~`E2
z_-AWNh`=ujvV_8j%6t!Cr)ZQ71{sP$j8TK`YsPrpxM)<38^)5cVt9?i;rHut{dLuJ
zi?F?0v%xeqxdDF~HYpi@jLLYg{G!arwt{+44i(W9nn4#)6)hn*9bnK~N1IMIF{4fR
zToZ1pU^(Ys5ik-Ife1Z9PT+-nOa2P;5^}&-n%+|@l%`jw3(M0E^eih|t4%urV%fhz
zL(jhOSHnlc?8{+L{pktd&%nR{9>CKD3N2J}>VY|=XtaV|SqP+gMM+~?0Vz~}tM4f5
zvWl&V2|V3=xxU_Q7_3{Zh<D~D-69*Vxb)dcb_0ySR-YrBSO6?CsU&iM3GFr~oucv?
zTo+4rr+Mq-s~=!I_uNl=<3kaj)Y|&Mqg%f4#_2~M?oZ+`&;J?=@8808FYbxivCy$-
zWalGqoc|=>{RC(p8eUuGc+k8k>S9Wt%a>wyj^eOG&>RT5*5T+t6Opj$NT4baDs(=I
zJ|a_C62}`xKh8M-CK{bV^mp06p)gGzpcjt%sTeAOoV$)03j~n~#~hEdP8LM9(1su0
z$a-!=&Qo=u40+FeLHwd0W+5W6ES;)Pg>f!i3^U=V1h<h?M-^3$N+7H-NG;*&>*31K
ze+aR=I~*TpbHbP)*xim!E?VnyX;l|3iwe-~LSZpm1FZzf1SVZU_FDDQ$Vk$rgnH2G
zP8RK_xTp9tT-m;0S8Xw8mu&{wYG=qA<Hub4tye^GyNHS1?-}uod%n;8xbt;etlBFU
zLkJ?qyTA<zBJ;Kk*-O4c4tplaljIyaN8S>zi0^euF;}2X-s+D8hC|^tb*ml;4@Y5|
z#Kl9-TZ_hVJRW7GD3T1B(4@y7Dyn7mg33nK8I@5#>=+ebt(V%nlhj@wNeTJx{PA_g
zh0JHQRLHDm=m+W#klPv+T*Xmbq<kj4O)-mewV5$j2SFAGm;X^+^|4VLSA1soZg=j(
zd%JsIKJI)U*n6CPKKmT|3<rkWU}MOEYlGcjxL$09NNFTj*ryPskt*C0ikw8Ug_N|8
zR7~46ZPPzu96LE8CAez7ps`}L6(v*zD$!IeaYb8%Dn$-`Z_b2d?{?qJ?9A@W?0di8
z?<Hg-N*k<=9BOF=WQ&_H9v~XVXlbknngJApheRAUqb&b}dw64+S?_sxF2`j-MFHrb
z05bRBwxR?4*4m8LBz)=X!uy@$`4_JJ?|0wr1=wAetfE@V74rpCjxTODNgaop2X_=^
zM+%R2Z~gq;cj?ZaU;l)o@8?&3x-+EJj-98Mx<<3T-~QmjpV9O801Eeuv&2Jc#QCpy
zeuDXcX`L=`RibdCa2Qs+X_L?>0FFS23K!T=j=)$jHBEyOaRd!bCbB9EGTz3~GRJJ_
zCtJ#QF7gpjxbOx>jitrm;BbTLA3P1cuUIT{_Xi=+ytH^v2Gn@R$!P#NG0HJdtW2Wv
zMusmj>(JFzIV#V}B9Vtd^q!V2@=43jEOQnSUnRrRFk<8A_8w0p4C}-qtQNupR|^L6
zLugWzNcijGA-S}S`l0wvu?Sfo&J|{gVPOXJq3U8_m<)R^iq=3h1QIip^_ih;1ZQRM
z%(t-!5>JG?Vxo;V_ct`P1*L#((EX5a$bYc9uui6;O_FWQY4tuJO$g6PC!Eiy$7_Br
z{HA)r{U_mL*JbsV@L$ob56i=B6jnE3`>p(e>!u9+DOWu$h&GHT3F0Z=ZtE6y+Ik}c
z!hr2zp(ISWCj!&%muxTD%WT0mYkyz(yKv2U%kE*zG9~h|ER3PWy_<qfo0TQ`dlnB#
z`@A?+x1QC9yhpt=-m6}V*Bkt!g~AtH23oS9ymq6xWbV?lxX0fLQv4$Fhs>7<W?epd
z*mu-7=@WgoJf3kz(`<?fX*S8OGErqFgO#vZc8y8w6~${I6X;iBqp7DAQ|VJgqNqw#
z5pOC~!I{`#FO|-4=bC1M^rdHY3<c9z5zGqYC@Rud30*2#0s_H2;jkC-1W0W<fX{%?
zfVgOpY}!P|inMcZULsTw#t!hr1`nQ1oFy{6%~6|mnyG9RoD6v^k(Db3v1Be-sRb+d
z)@t@j&0eY5c+FI7S+5$%2BKQF3Qi6gU&}BKAXdn-L-Ufd{I`V>uh*f0HoGxDqR9?R
znMLMC9QSzfZc5>n{3yyc`qvmzM}{<Fz>WYT(q;O{BPR|XPer^Je*B9Y|9<_&_f}8P
zUs=__q4xe`!j=yofBevso{7Iw`tc1a|NfQDgLRwC?-NjGy@ZHQS)U_G;r_3nf|25U
zm@<*pQYHdIFiBNKqD-l$4C_>fZ}d-7$G}!}4jG&T6$$Cj2ApSSbw=1vh^yXJrolN~
zVx&2@vZyZRmR8i23h6Ck0`QLd9{xbSLCYEdoFy(khQLs>re3OpC$W0U1DHw}xs+!D
zd>WTb2ajUj4)x1CBT$r7<6Vlof){xG(h@3d4C8IjMyI{gaj{G6a_$No7mquwFIs4G
z>S%0Anv!SOjO~<qN}EmDR0;5Hs9`86gqSiPW+&Iv`LJ9TnHi}K&xFr~g|Jp<_-V3F
zrE0pNUe_ch+f@jRGTryuWQwNB!tFWQkStTxtV+~V-KD7~T`pROPX5~Pa2vOqH&<*f
zSFv?1+?u{ntZho67#c&$sIsUmE0Pjud{dM}xuWNa6=&{Q0hh;wqN4-Mr^V|fV7VNS
z-D;^Lx2k1}uo0Z!bYp|Z7dO0d!<Pt=4W7CXU1K$*G6E+!=ox=qS^mtljfBG*d_zqI
z2Yr2{UX!fM27+d8gxS$W@5{BqiJOe#P4j?{wt8b3aMbpUR-0*sY?r6IT+3CY93;8k
zRxf=yWNhnSy;7gp9+;aOTo`+7aC2MO-<pp^;!S4gGjY%A%j4@C>*^9+4+{r(bxgc{
zq${;4oQZwM?QVJW;`UuY30uGD7XJd7#TN1aIUug0|C&G0eSJTQPq&LCr51!I8lLDE
zNQ2ZQ?Rz$A$!+W{9Nu^&K3bTxOj?impRS(FJhScCj>+9W?0w$<eD!p1*>cu8@1L(e
z-*$fYVqv*(t#GptTo?7Wsu@pvq+tCe%eUu(#3#1L@<9^l)HT(mR5=}Xo6YU^*x0y1
zb)$UelX)F@&%n><apusP4&9NPF<v#!8KP09rxpg2<B(QDSF;NH>NBxdW9MRGY;6p;
zFeC<j&FZN<&707gH=!xth#{Bn^H5KjGShvS(W49s8a#$&r0GuDSr%JNXCQBH4$!{9
zct8leCH#R%5R^Tn18&(RIk1=RZESS)ye+1IU&C<Ck{&T_M$|MtoSsb2q{VbK@_E{c
zp_I;Ko5b+}I)H1df+&Z=g?ZJ(3!ltm7bx5`?Ntzf14bl46Wn+G>)Iw0v^O!DSWGM@
zEC~gB!mV5L2o+HHm#HJrB#uN2>4I4}4SQ}a;Lwo6*;Y^{U+AXYDh}#yiTbF^H|qNc
z$fbPeKc<G`d`=W1K0ZfZS$NBIPv>Z^B`x-eLZ3*9sEUG!TN$Wn;})JO;_FeqW8n>4
zqxjgt!khF-5~KDr6V=J&Z44*ij+N3XFRUa>*VW|MZC**1kZqD<>UGeR#S$Rd8VRj_
zij<U7S4zNDplV7g_J_{EO7kDZuEqr5rP8ex5Q|A{F|HcWQo?}MKy(9A;YrcLpGWFb
zyZ3M2QI`qT_^YWkZrs<>+S1k{O83Wm<4s0G{6S+NL_=G`A+kHu6D8YeE=smqb0N}~
z>Isp3$$=>Cs_qWaZ*JHhq7Uw`*&KxK!7XG@OFl|>=QHi5&=~~|*k<Vn(Qh>G4Uzu(
zy-~8m-x(sDvDA(vPVer8qr{g-0{{jdv{XcL9phAL+M87H(Tu8Ro4_H?=sXJqIANZ$
zeA_fez*WIvhZyZ;G{<N&qY*}3jOrqj%=UaE2?jdL^3{crKp-!5@RB6&ZFB+Hv{v|#
zZ_he)Y3QNi+QG3W4!Rnl251rCMh2R!T}vS)6x4qH<99Ht%(Ou+*}jpFqU)gpXV?Fe
zUH-96oM#-r_iUfz%h~sy9qc<h@!iE|U!23|B-oA(roKR+3`!amLZDk9E!`${)#60j
z53wJln<o0lRJ>JPC1^*aX;roT!_o|lwn`a_(EgYi`v>ihA+c^kt4g$J1GIHu_Pnp{
z5^YiZ-gEEy?)=_;zt8h|@;NhwxXpX8pFjM3W9hrISFM1H^SDIoYsIynjz7Is)rWek
z*LTj$z5Mone)GKp-BR9rB4?G*mi;e{=O&+danH8qzp_KyU;1F>=i74U{){HlZybAV
z&GB%)NR;<*`>KnVdQznxN%Oj09-qJZ-2BNOPLC91Il0SsQXN(k$JsMqJ@w=1T??l!
zJiqJVtJ{tyhm5CA@5_b5ZonAE50(3$(90Is4>ncqzM@0Y1Lh^3mT6u#$i5sUJ2JGY
z)Oirxc4&Vq2Z$Bq6shGZnMmomyqQ6|TM*bOonAxF$mANC`r}Vl$Sed8R>*-&$H@@f
zbwr8`^m-WtJ?Iz@AP|I45<Ua)F_|1-ftYuEaBjZ9m{Q+Xw-?Nl%~oz%gbD86g?CHA
zz-pm5Ub{Ae*R0k|!&<`x5;{G?(Oi%iKTk)vqnU$?l1oY^PvL;4K)_RI;AJ``(<zxw
z$#QWN>2zAB(>k5jVKo~xr$O+K6><QAhnLB*Or|*6W(tZF?YKcu5>~NZxz&)Ud%-F(
zCtGv|^L%j@x&bjMrWT8}qWfZTwRofGvN$wZoGn(#lv6}nmz<7Eb(iQ!{h4&!+~3cq
z<9L5UPsdYrSHQ6odD9-t#q;AxGYbq|C6J#aVP269UyVl>c_i{x{sRAd-p!L#n9MM`
zVXK+R%xtEbaW7_S8TMiZL0!zOW^QEMnc2~IPs<j5Kror`@}t%ksDbz$)>4*ArTgm-
z(S7ppX+r9W_IkRwWGvO|QF@WLE9&hd@BpcS;=}v`GlL*ST7+=n{qpX<dKV86;r5Ej
z0hbh{<RDRUh>QT>Rwy+PL?EUm_z-U6!zl1Wj-sts>S@i6j21eRUNeaf&V6TWq8bYY
z_#vnH)D~xicd6q;!!PgOQrg?xzBADyi)wUBHh_Yj*B`xjYR{3+IX`RudRmiv4Z}>~
z2{itr<JsJ^&EDg-Y8WBDc*M2yoqbW9s4~!&lwt6KySkZvcJ7J4t}q4^r#>S7pr4w<
zuggUDx=ehahh&!zsv4~?5ZtCVf#4>!2?W<Kk#GC_a;FMG@Zn0^oVPpXy!lJ&O%0xx
z6M0sj(@z5$^v{9oXF0@CDkojZWpV+op9=xm-h@Kan8CMZT3~H8S|b<;^0>7|6xs2O
zU!#uE=}4}#a^OHa7#nK^jxsvRO*tH5xFwDyH)R-2@Arnt@*X(7<V>H>NcgFH{46nv
zpSp*vtmPh=qzURan7Q0CoRQe%7#cR<x8G`18Z)#fYa2(Y8EDq18Z~3d*f2brF=?<4
z84OayM@DjVTio8-W`<hZM3QbDTZ!htPNDt%{&YMDCNh;VEv}CXiV&*7Qc4WdFL*;i
zzUD)|65)d7-FdQc#7f@vB|-2jenWPwl1%2Jh3&bTj3#9?D_7;3yd-bP9(g&j{1a*(
z^0U{8V*m%%TgVMG087Jd>(C{^9~ff>Er2twFkIL0We0wQR|@q|ON81mU5Ty}M~t+2
z8ERALQ}t8vn;rG12Y2ik94znnwlX}{+`Ze5`MmLH??3?ccwQ$5%7cSDn))N{ND1T~
zEl;5r-rTAwqETho$0wV6(OJ(~&~_SaY^ojI10mY>g;esE@2!xePlL9IZ+AreM<>)$
zamxWbnf9yo$4z<)1b68v5d4XrqLNd5<P??R(k4;0FaQ$(e(7-RI%cx#jV!4EHyds7
zT2@EC)-~wXF1;N^oPsR!J}RSmzqJf0)v+e6n)P1by}l)j(_m-Oa$%UcVY#AR1Ew}+
z#s|g~vLtRQ6!i@%F)b~4!*vvJ{Fq?`FWgzY5JI6k`l3@FY>B~nI`6WrNF)j>XldI`
zwcSOvZK!HZL!yRewIyvsb7>m+idKJo-|>?#Xv>4vA9SJ&YvLYd$nrr<AhJAx_k4c*
z&cS=25x_*Kd6i1bjTgB_Y=x?Fec>2}q+60G1O}}VLls05FYb*8#J*&&sP>|GAV&BM
zbviaEJ<zhnR>EPN=IUL;mmCJAy*O6)ZY;lo2{~CrSj27rFRpe(dbIGi|IyfhRW4f~
zrN!SaefH?E9*s#a=&~JtqO`O0@Ss(0Y7f8g@n3f(5+i=^baMI!?DyZYbgDMQNDSi^
zAd`-|{=G?SR+Qq0LPt#?a*^nW=m;}JEnzYOoBWOHi3E<-f|P=3tEi19Zkl>I3M@9|
z4?9eRXm>cp?r@4tax=LA1WgCiDU2l5o#G?W<N&=9X-s|vw31@-pwnQ1(n?{JNht#T
zX#&Xil27ncE4V)V1<%3TwAQUQ#5}TAS62zpZ^9UB^%~@1&@v<grj-mxmb)UB)Dj!y
zFoOR#d~fo#?wW93JSUwGo>MQB-sky}Qi`6yC!`bVD|k+tQ_r)$kK^kqyXbp0aLsj1
z{D}QXT$lbH?5ao=xuO=eN@=gSz<)*T%Cdu4OKPcXsfdc$y9H07=kQ_8oxsy*TD*hr
zW6x)#ed<-;RsJu$C*liZwNF*|u)9RATM|S5sL&_I11fjOHRV3!Iff5QheMnq_VvZp
zL#(@9NU{Z)>K|bjZ|30{eN#ZfH^4_cr<j5Ow{FvwK<Nq|`W;#sNNYeV0|cMY%3#~2
z;uEf-SVefM0VRzhRfHl{%$dR>Vx?dxgcUU!S8PBfv!7>uah{NpnJAdqv3$HR&SaTx
z$Wex-_GpOJRAAE~#P%S>B8}115OSNW$YU(?qYM+Nqr1*Cvhcg^Zk_}6D~il_4+)C`
zyCI+(!fk=A3abJuWFwIaGLoZe36%h?7$ciyY;0e&SM3|NXVONCcFkt(*<z`VzW%=c
z?w4sAm|vKIBmi_fffpW-@E)`*^Pgf?nH;K=6|!W~`hjq8xqK#I%U0l9c<oGAJ7C}o
za=WJBb%a-2;~8>n&Feh|&u3v_etw3TSwO9}h?!^Rp(VS*V6aUObY<#)*{-_KHnJ-`
zcQn$BrLjh`r5Q=q&sZ8+9?P*M*<;1AcQuL=D~Y6yH;Ei8;M6UFw8W)OA=zy<yBijk
z(o%xyOCJi&_M!Bp5GU*Gs?fAyX#)#gl81$oKJ3%NZvNV(6uPvD(sPb1$DtLzch3Dg
zo}Y8R?>oa#UqXx75O~ANG>^>ZnfBntKdp2wJ)MgTmurAT7_8lpZ8Crv+rxaiBLnYE
zc4Pd5x^uhI5!I0yhSB@0;S6%w1nIj%3BMd^Jgl~?$)Suj7<9Qrv7f3j<h3a*vlz0R
z*3o#yog(k>{X?=eIK(a=`EL2)!*3;XM)>9S+|a;q`-|{cy*)Oc3VIZ;9tn>4na_Fo
z$=Of$^~rJ|#_KviHgm82mp2B-y>7!`!G3Lmoo?T4?hY}-@O!kuR~>t=R0jMh#Hg1*
z?J0m!LH3)ST2BM1Ls~B&yO_ubZ5W{qBeY>M76=G9U_7AONbbrx8ATsL4H%!@z%#P*
zCcugWP2~FF#d-Pzge`#}Odxm^umob=S|^Luj_>x4dMDFQiY*WzMuTG<Co&RUjM9t|
zRpCu_1en}`Ju*51OqMnEg_5NN+11fpAFgY+w68RWhDxe5KZ#d+&-BbB)2{cPnp)79
ztu1IP+M2emy$2gb*^G;alFW>|GO0kOx7;5O?1NhpU2cvUz4DeDnIx1oGr2Ca1(~hL
zYx27Mp8S>Ul&`BhBvhyHD9t_>P0Q>oL!2bdv>D`_qC{Fr+|o)ERxgO7ZqU3Do~*P>
zrLl-N5sD1^ncsQ&Kjp>UF%m)!`{xxB`NT}FoZ~8YT#$A!lh(A6JeoFsMa@qi-QTF?
zx*U?jPmLcIXKV$(elAP9viahCch`J(7tYv&xNE*#Dbv0(g;1G7s9X!+f2(!R)w-Nj
z>pB4A-*y=H*4*f(mZjraI-V`Ur?oveQS{+47=LPe@LVy9j$!=3PT<xePwPDTDEi5V
zpM3ar<W=&a=ZJh;&pzt-&_~b*jQ?tTaI4O5tv`Y21wXnP9xv=afH0s}jx}uDGu~i_
z8{ccZ-EcG(U6p(&J?ar>N1Y;Sp2y?JlFQ2=?4I7jUza4e72gZyRuVuDnUJOHZK`Fm
z+c_}{?!mi9bc)9si()8W@l!7Nb%CfU>%s)c(p<J!rcs$j<r+N414;{BUxN4aH6;xh
zxC@Mb&}y-`R72f>leKPcf$=r1)@seAt(5X__dd9DYVZggJ@Y4}5&}KM^+s>?*wP=k
z`Db5p`=O0P%RT$@MkEvtg+jYKKY-cjq<FXachzwTqP)2RayQ${)|*V1bTb}m@lQ6B
zMKhiU!}cU=X1sDJ={MtA%i-NjWzBf5<>=i^mCg7(81~DlMy6gq7H{m6%wpZ1Hison
zOjj0<<A+I)%5IP75}aaXKA#I|?k1>TpWhhF>1<8k(0RSZEL$m>V_9Q&uE^Gk8%4f|
zb87u~*{IbL^@TcrslHz4xw@~;*CFFS2&j|wm8E8jKLI@WcBsWpy-SjKOA$l01jf_P
zJD1s4P#Z(~<F7=2bs|NQQSfrPEmX)-g$QyukThhaH=P<X<iRNODoJlT3Si-z&2~gF
zx1435iQzT67sdUB@v!QwV3dBinh#anY3FQ9a=*XofuKaHDwHOOuMkmyen1SXTBlco
z{(#njn29bmWdLP>!L;Ytvpp@k#Q$HeO|XSieY?Irv3N0f`f~N)*+I3}J@rz1wtr?&
za|;8RMe9tB=YxCZ+xgnG$2mB9c*;7uE1a*kXG(<#3GR%-0$KjiDP?Hn)HhzQRvUXR
zw$Cr>YQiuyU&_D0e!MnjTL(PZcJ<^KOajRrfw{aL8!fhjC#D7rV_>GiPX27PBg_H+
zWR7$E3-E8kA?(CIi|{W;$~;fKS5njz0?8PTQZd7n2*@Nt5s6SlQVl$&MsPuu5gpVn
zsDberVHp^IvxjiI%Ejn#j2y+tMa&GL3zH<g*_G;MM=X-jfkqP%(TyieF3KA@QXzS&
zC-a5g-vhz=pe3QDam7%Kf*2X)34zAPfny&%@_|%`z<N=n??4?N!VY$bHQQiwa$LpS
z$5-QO<jJNR$anlJhD2;E5xz)-HImBXluA>ogj1?&O>!~X8Ka39Eyn0Uan|gDjENA0
zJ51A>d@heW`gohe$KkP1BTth?#=>HcWsg{rg{YCU7OWL(&04pdy98#FeF;VzmTSYh
zYw;TvTY-sNmLn#qW?X4G6x*LP&A4$WDVcHap;XL_rvO&$u~a@YQqINm`=VT`FhNgj
zq*99Fb!)02u1jn~Vv4jTU6Jlcg4E(~+5_f9%os_S3+9TsW(t?gb#udXaHh}XP1FTF
z02AiQBme}+0Kx`9hNqotS05t`OiynE0HuFlDC}?v>99kKGN&u#jC7M9a)0?O{Bg?+
zGzH}Uje@AS`AAEWL8tO!(%0)S(hx73tBTt|AyFcsTI%Hf|D^nu7=;|(Ir&^_Ot9)N
ze_CDDRj((%w>{HuPq>A0{k8KRFQ#r_KCdLYnfv&o>f-Fh_79FH!coJ>3@L}%Yj2)?
zryW~XW00GbQ|#EU4n!z3c_4<*9lwRlRJa(wYe#NIL5Py3lu1x_>QSG^1ARomY{Nw~
z?0%dSXq%v=C66!7br_f;{u2syP=4LW?!k537s0~=7=;lbKrtGSeWW3MBp?OS8)ynb
zT$U4Y3`L?m3`gKR`X}Jn-rsjA$bPMUp#F({-1EoSy&hNJ7jAZ-XTN$p_%8cN&ySRQ
z17gB1SVCeB0`*FQ-41>n;q3%FD0T0qPrxwALhW)Gf>&U7v0o5Ygf(GZ*brR8BiV*U
zTfPG2*<5_C8p^)n`{(zw^~cMoDytjAN2?nPub#Lj#}8gh2nUaxSh~r{&u(!7w8XPp
zNVRiIzvCi~0w-_*N8!Hj{=kkQuuyaBfgtRrSgbGY9pcl`A$Qs}<W~YZ7h@5fsXbtY
zM6mjMeL5R(Ko|6AIu~|A*D0R1e?U(R6)(gon_IH|=lFB33+@Zv3w^Jv=R)VA(sC1u
zI4Iogo~X}1Jpe5TFa4Tl8a*{3sIPIpmiS<El@lecB|f~qDtS;6m$Ded1&H8)%auxI
zhOEh{DJ|)81p|E;wZKL^clWI`=kL6I=fdeX|9sRsv-iq7-+b#k701<I{P603$u9rc
zHmU=T-@CJY_SwEWpMT`;?A(t4hd_A0_{Z6IXFIXewAV0f){fB@NTy0#Olz8zh)Hcm
z5_b|*Kx1uCU~EbxCc3VORN6p@iIs(PxSh(f5izDN&`llF_+#52Rkx0MNT@>VO4Ggf
z9G6P_!}nh9oXfNGx$paYAN{QP(zCA}y87@Pl@}j-ckQpo-@fv_ae};Yb!|I!8nS2*
z4!QFd7IVW@l+z`~L<8eNs4-$#A~Y%&#;G3GVptMkTrYLK5huBZAPZu_q_URaVm<O{
znASb06hRFtq}idGhc<Ao6FAoi0O^I94Gpr5BOI$iu@l|P%ltbqs*9NDZdjipN;f_`
zi9jteh*=R$8D@AhTpi{*j8iwPb#@gGTGYR*aV(7*d{@@P8U&D7xEMcL4O##qp~82v
z7IZQg#__pM9Isl4`a{exqS@iM@w@nELaxI$7`7|JJM3NdzR*7VfcIeNp#6mRCHj*0
zsxR0-JXWp^P7b=N!=UJ;vN<6P^-en67lx8&Bnd+wF%)7eDOg#`Rp5sJS_w&`HAx~{
z8c>;eh8$;_%n62KKGMi=3w)y**R)Z6S|^)2Aaq`TU0>GE>27^|^KW*n*R9)loU@HK
zs$6aOu^OQshhNWFisg}qVdAyo20G|X4`u?H{`3aAq=8}(9?HHU4Gj1T8bRDd8%FO;
zqfX4!QS80}XwOi~+p{$3q1i%<{>RBl*54z^xWGwlr@%pAQS4IbaunGX;+DqT8eNGh
z$2NXm?A)CQh8nhEUA9OdXTCf)^4;AtPfx$PeJES%adxa}(ncd3<&%n-27^BKn>#0N
z|H|&_Sbs4^IgJkvetq(Z^X+4^Q7*rB>He~kPJ@_#V1n9P>lfMCwO6N-o5${b@YEk?
z?iB@?!&}$3y9mgBFJY1HTiBN~IC?YD7#gA;Kq~+v4_MTtLP%p+Y(gwHA$a!hIGf?*
zKPS;6z`7CfUPw4k_j))*NTx+kt|s_tw!;}j3^s=Lx}dCD%b4&EWXo|AMRMFk+{R7B
ztjx*ES9uELaaGVnV>C}z^UeHEvd8nTez{+-n47E-zA9Js5%Vr<j2o3}%BX&yxyPE~
z_sV<qDf2OYMxIq>^jYgk`TN!j-1G7a%JcdU%@?g#VlT@-O}u8EioFF_@S%0tx@MVL
z{y_Rbb}oD*d?d1*r+0=ypO?)kw9yB0ipNOCMNUzvq?`ljV<pqQB29bPc$`pG7GYW>
zR4@<7anJ-O00q40Q-F^$1AKHeO8zSPe)Qug73I;{=oWj+EKYW7rg2aEx>ZMlfF3%;
z?``eMb;PgWtlNQ@%7%MVJsFM2hT$O{OKQM~<g^Z}s2;$4g|Ke2hz3g3_);%yk6vsA
zG%F@s^yQ^Vkrr|-Z)|Z=SkG2OEXvoLY?d&aC~0BP61X#Lq&lp^#D$;^QTxU6_O()Y
zQ*T7v_4KwU{{SLyJL8$n8@^*qRHl#r_`vXP>cq7N$4ZHGn)f?U*C$6lIeQ7DH7$|4
zUIagb#_-m!Pc4_Bs|TSLya`Fnf)8)uFl*ur_NYA}1M9RQsvv|(4B?+cSgb>8*TmJX
zL#rt5LI_DUf@oE-bi=c-PvSQMo)TlyFCnBNk%5@9BgT|5Yfwg(76TLv!&TU7>uvt}
z^8a}>zw%Dkox6UKM7PVp-<|T!`bZzVf#`uN#X%f$p?@-3<9~4w!^yvv5Z`F>Cc37o
zX6|$Sh4&|lmDSbyP3w(Ur(jLxN@R(vl2z{8F1l)hJtk05iuQ$aO3&e>VQ6<`6k{vF
z_{~s6<AF<T`hd^j10YbND1wH~caH~DJ-|~?O<)qCl&Y#4XlnBsNoc(Gy0)yH)7;v4
z?&XItj5oV%<HAe>lgPIl?Ru!wSskJqsL;wA&`4n{F2+O&V<s}$K+79`V?UMcR8UA4
zf-8y?6mH*;sr5FwZk^rox$d3d?gIxm-Zhv?el03Q^ZnuA7jIv)?(CBocQ7fd1_Pqh
ziTB>yVjDwWisbHJ+jh4B6*CpXJ@J9#Uq~R$1jNLR3*?_5Qv<Gjw=iXtF;nF#GDs4L
zh!G$nCIA<gy+#0?H*~HWX&l<jOXxZ`Kzj{NcL|mo9CU+8H*lwm005Jg9#+5u3Q*FT
z494YYnUvvURavRmp{Et$2!}e{&?^Wd=%%aZSNZdu-TWp&C7m<8E;FVG1vhC9(4E^z
z!VWjs?|#%xy3;1TRRI&qw-i!I3x0rB_(@epL~&fXBzsxh%?tqzhEXo9@7gP!aRqu_
zy^db|%1XV$uLusj02hVu%K2=`CIz8T^*eUf?}(9F;J(Z;{s$>HLo-<>H(s7DH_INb
z+yYwlDHy?LgJ;>5)Jpo#$q!P0u`jwVCNHKg*?ys7*X@V$kK1!#j+~>K(WcytHxtj~
z=L$g%a3n+d0-gk8zuWh_q&GpuB0?h8E9K($QQuMKnD$)qxs+e9f?0dJJyPCNekAvZ
zeVBbEd7}JJ>S7|0^A0G)8Bzf%C;}3+fVD`RDYSrG4Vj`Morx>5Dg$2D;5UaZN@rr|
zVxJ(Sl0m<VGw|S6z;B5{(HtNM^rgy&BuQ*hcUB{@BKl&<-wOZ;@9TflKh`O|MMbLq
zX%38Y)7(5qaV;=Zl?+)bs9xZ;7Ys0NOdCyu(u{tCG)@DJC;{!~JGu|hJ?+L7T=}lo
zw~Q^`&_TWC6ruYr-T-h4{iJ;XUWeNuDuWmJj`pDgG-n33&s5MK2?qU7u?35LoL{Ml
z1b_KTyWRkN`%1er$I}i(O9jmr93-q7-X{{-oT~9553Ppu1n}g%3HX>R34+eL6QH|U
zphgM*mhT$<DgSBcTGmysfd&B|XLwRt01M;-wc!6za6URO&&THzNBfQ>7xDq9@D`Xs
z+Y5Y~znCnhp0$sqj@j;d4T*gyt4WS8D><ObI3#?<Va-`&92vD8iE#?>l#O3LC%`L0
zh1JjjYV2a%!Gq+aplB?Hon&VSz~L8R#}@y`ch$zWb(P_JuD|Yw?fd1A`{9r4*!RP=
zW2Z^n%uzMpvZiUvO3Q$?1wy)&N^}ZR8&oPpE5Z-fL>jC>f6xs`RS7zT#M-n?9ipw?
zG@(im771EyKLQ9<Q-_jjpfXLcq`c?YZL>dEx#vCS`uLoad!P4xo=0h~CAZfSWY|K6
zE#!LHl<{vq@B{&-33Z<sfqf!)fe$=60{cW@4qU24E~@nZKJaYzlal5|Xu6{7iOR;1
z#%%~RL+@P~+Ypj7&{@ZwjgCts1e)(qWHOOVwu>E+b9t!`%R5kac7b>oED2#eK%dUp
z$G^PoX)`<equ;-F?DJ!}crud9rGEbG(B5a({?gt3^0znb>XSq{?0a?X#*d%d+5MPX
ztPCGKfAVaG)6wt?Klp5Y=qslO>wAy>Bq>BysC=>e|D-qj-=GZIU03<6v?oL5OMAGi
z@nIG7VmPj#fI_+op-2T39HCMLb1Jbp_z8ybZxo&>3yGM&iHsQv1%V@17Z<84Z*|yl
z34BWRlT}SihB3h<NE=_*hqrj=3K4b>IvQ4%G2A=CBVI62{BR8Ih#|6_2LOh>c>@KA
ztqCxgKm&wd18~5*WC?sy!mQBw&oyF#lyvG5vz8VYu-jc-92see3*uWNKwaeI00v`@
ziogN3gzKYdl%^Z$v(j1Zdi;8#sol{+(`huNqut@%k<svI<lkx_sK!-C^(Eq}ruz_X
zV#Yb-i}!R+>+7Lu6b#q!p%ZV%|4P)}p_uUpif^K2uWSM>SE}iYX*x|I<o5>(u{{c!
zP!Oev%0;E6EGmCfg35u^ucscEnpIpQHj5+oK$WaOb=gccR&Qfc7FXb_+X#r6B06zn
z57-pqR>rYenKcm9HsmL|4+RCL$*?nHLI=C`x-Kpd-1f!u647-7eMI%yH7Q@)1iU<e
zcHX+x=jI-loczSr%DxRh9Qa0evgm(f?N8fQf3yGbqWkQ@zR`p9*K&!&+wDVuKl=V{
z->UBnWzqZA;V<EM7-vk!O7NzOhvq{~W@hkx7~l333^!9J6LmR-=gAL%DYu0b>D;@D
zC&~qEHj-GysaB9TqiQf+j`E;+@3*e9FoEHy>QZR|-hJD4EVmK6P$HqVR9dg)_J%y>
z0CR-#F&uC5YP4V_Vb%7Md`HJ~7-fjS51G0jk8~pQbPnIsWrnd$f>ASwZ<wYHr~MZ}
zsf;x${t9;pN@dxxJ1CWK3yrt{1JblGWE%iiA_hT|E?~y4AqP7l)4}|6(ed~51KB}y
zdv?1S&>3Yn=)!z%cgAw^jDxm>GR#(!x6(`#4S5PjSr$+p{(qtz&+&ZD#C|18T|`Jg
zN6<8S8~IU_e$BIFO)tpu9_6$`Pe5}~@nLwH9e@Hn?Ki*kNv#M}2S5d!QW%+yHe^@u
z$sejkpeE5s2~tYXQ<NwfVmd{YkhmGx2z<*3hU`p1O@ffTHU_4V<D=;&6P_81wh;?z
zviG4;=^aQ0^0fzW1^F1N<vJjSkyG;>6mp5I6J5L8{mm0YyN;Gq1KZJ-{f*MsKVAQ#
z@677W>EV==Kl<jxr}n=vfzEE}HITLX^2DA^Ptu{!4A2%}SpqDt0G3VqACIs+%d(U%
z2V<`T?j*QOxM<(sFHukwS5}sn8&zPYD!ix;rZ%b^YcMR^m4n~$u>{6JObJTF+e&hf
zCU>A>n51LkbrwpG{$!%Lt4j;w5_$cs{5fu)`X$W=Rr8%0zSf1=@R@imrp5F;+r{N1
zQ!c2cX6l1%og0+vYE2u|cQQNJt=y10r0viTGe2d{vOm*bGN!wJMZLoOf<3RD*IzMS
zXRfld+^l*{`>j52w7PDpA95e6|JA#vS%i1F+<Ty(#L~ug%oN*kc(@%MrycY8c9bL%
zJx@#Z3tcCuaWqaJ37jy$8~C2|Vi!Be^mF}c-S}Owm3v1IO>$G}Da|(^Z&ztWjb#+d
zFf)|QNg2qN=e;tkYo@AcJuDYvS<cY)0?R;;2?YawKLgTGkwLyuL0#k3CIZ46<&ek~
zxM^;d`!g5dPO=6DyXXb0=a@O>kC5djS?!oUj||GBSU9gB_p|uiTAIX}-Wm?q!ZnI*
zfwgO*>$74Pn&@gj4VZ=Ftf2JgaH-bBQt9aUy%Ahj^i}me4RS-hr?22RuCBCg6v+u(
zuTQmQ-KjuDC7lxJyA>q1*0;b>;2w@XP$ncrN@yH()>Y0-L>f@!?p%Y&7C^UyX#usw
zLGU=G&X^#V;6iPV!=i>r8dj&|pw638%t!ek&t}E|Z;)HbUZP|myOdnKtzi@e1d9WT
zrk0Bb!Lgw{vTet9B=l;^DaLQ!N-}&`KPvUd@~O4?;@Vuo%}Tw#GnQ@Ud)9(<<gs*=
z6?n_?OPOsS-}MDHRYjJeAg?0#ZwIbGUX^{T>+;IZWuz!wZsJ-_v9`+iT`L<Df;b@>
zjcPSn7grbI(^{8ZbCeCty%kqdHAPGiX~Ee+DlzR=wOK#qlEuGOMrG=lg)IJ<i(J0F
zdb!-4%T>BNIu7sE7-@`%OCw}6iTEV){EbU;1;aVjs3jazG$qS1E2EXe?2*d**8A>9
z)<<p_Pnc0^WZn%U+n=jcieKH7*0ijV7b||wPTOU>Zhs+pA$dW)U^BcmP#AD_Q%|B@
zp&iU{VVkqd-Bp|nO^6fH_pM2HvN%zBNj!rmTl3<aHRoQh+^}xA?^^G=i<K-D@P~qN
zf0DIA4(kSswd51x6Vjf*Q=zBTr;1bji{hj@rA_50tx0>Ll03yepFCyzBJ6&2Ts$uM
zA$#DJS{8>wkUwHl%7|t@mocegIYS9tG$UlSOePEIcbRb=py!jGr&<M*2{CM_P;_I(
zq6?6)oF0aaF$@dJNQ)OZE5>nFzEJ2<wV0}EMLVylNe(iVgZD6xmLc6TX!&v$2@)QO
zR1|a(@Tw?gv!+SW_$H#tFa^?Cok!167R8`ndV=f0VG9M9H$N5*ao_?kU1?E=iuopD
zytrpn_h{(c|L88e*fz2%j?bMLXFfdk%sBRp$BrF4w#S}~J$5~|lL@AtqIS0>+ct}~
z%eG)zw0yKuM4M>KwhK{;&=OWW1c4S-yaZlYtyZvY64F4lQdbI(g+4%4RiN^a{SY)F
ztg;n?+U4AFvfBdd(Y@!~JD!g__uk+69}T^!{a(8ReEdPS3?PVKO^G=q!KC9&>lbRd
zH6#%_5djtmE?+*WBUitqlRAjAWo{;4W`6@fU_r|9DWZTb6}Adw0jmkPwD3~~BP2dy
zpi2fK49Q3tu5sD8X526s<5cNG#kRR^wx_h%W@iJ^w5c5mKvxVp;B<5&1~Lv8j0FsZ
z7}j#FCYE>2oulV(_A*1@M2{Ci;03!24))<5^Zy~_e``i!n{3lV%M@w@Q>Jm!(>5_x
zbSW&fa4NL~wjUEE;iwOpFg9C@s*}Se;<c_sdXT}t9%Ep~Q3Wz6C(}Nn=*99uk?6}6
za1gg!whgd>5%o~h*CS0HgQdrrUGnU-QHJV)Cx9+NfM5S@Et*%FX!&3=%-(n_oOe+A
zvqtxK#@pQwa^2gB(Ix<hP7VwfJO4nxm}{y*Dwm^FDHD!#-bep#r23O&E*Cg+|8L}>
z&Q*#$WCt*j;simx3q%^F-G@}Gp!3n1PL~L{T^R<lT<Vv|QE*m>Qc~`Lsa(cXy5?1Q
zqC7acbD;w~nh(qe=jAzlu6EOZQ@x$PZF8cf^ErQ3nC8#>->EVKW0rWLL0c_fOKQoZ
zdaK~nDr1NIN2R0kW64AM6NT}bJNC5pbZ%noJTvQ`m1gBxWmbKeS&$awSEFlsGUyW}
zQ5K7X(x5z8G<ZWTkMYvjG44cTVvOF=AX#|ti=${159I4*RJQb5l&1*`k0EI#5{_k!
zIlBNXmvJZn+F}A;>(zKn-_l_(tBR7Z)#|)o5Nr@O45R6_dd;rqLi0*lMsgj5u_7d9
zw2352mUCw_vl%iopFtTdXIYM2dfzbe_5^(KnL4Wbd`wPbm~1^4uGe#dlFwIcA#B?M
z%zl&;R6C#3{G(+(%2Ps(sSjYN7CG)y$HW0NFbH!}w(x|2NRVY5`K?k4pQTHvR7xfj
zya1y2S7#NZSh-acTuNz3!?zHmx~pB*{-SMZH15E0Ut1#^giSE$tBZ9j4?I~SY-F#I
zZxIeLMjl>DUx%%2-fM4eZ%Q4rZBA`MF4o(-ZF4uUgZlL<so6HMX!FuCym^C`ITxJi
zZB^``Xvmo<NAF4-ZT!_YyiXr;+T}L%NM2L==3Vd@R%!;Db3v&&v%ZeaI=jw*VWIap
z?BVHl8_R+zVhXnJuL(cwO5X89x^$Iu)KoIm0{^`wuo18>Hz2nHZd__baW6Emb^Fy|
z%jbstEhY+81AAjw_JB1CBEH+!is<B0A{H077Db1_C=i`0n3VvW2zWiN7;^L!E;97V
z_&SiMo*-Ea^^Dw;C-HzI!3U6`sBXxSB+-$f6y1o^-{XqXGa(#IBTfujZhypSuo0(F
z2|ET9nN=LlyP4t`t_&sORB?ePtN7_q@a0$JkLdL1kNB@PdgKHKnZQT&8f}ph<UV-U
zyZodKa$#_QvM>#nCX*JAk%q<7BT)0?lcK647-PHgiRo7qHIlAZac@44LFcs_BaM*}
zEVJV14I`cLEBnR|4(X_|C%fm^%*Im(o$f?Q>vzBN!~LaF_mA1Qe&X6MKmFt<0doUt
zv?>jqKK*Pgk^sm>ho)ccu3p?jWwYU+s<zkHKPN}?WH##yC!T+Be{uwNozQ)Z+6K;5
z$zu<34pg)`Oc59ID4&4L2GkRIEQ~QHd#;RK(sN1dRz0`6x|{Tvo910OTIK8QT>$QI
zC&`&aA}o_HR8bXlC()OA0Y5_whi!tW*&j--KeyK*&-F-y^Tj=t%hLE$&%8;*AN-Th
z9&8aY2s6Ai3O|^Z*EtE6X3%`uAp2{U@}<VNeJ}Qr9OnzM8XM!xa7^d2p=?YyM^PhG
zk3Swd&7J1YXkUpv8$VsVz+U7pYR|`>i(e?d#J{AyLcGHLIQAoRjkr;JyDtNZ$TW+?
z!#wgb3Js?r#p+HPqO&P27OM>NVfaJQG`$4G9EMAVV;s%1MX(y^95%C)isUhFg7CKa
za>hxBHC2siSgXY6d31;0;>lC|IsWfF#m}_3qufc3;$~PNm76eciYX+f7E)wt{$vrA
zi>)GA)a=@8>7UO6hmJr-ad@LWwb9vbZ$ljK969ji{qGR1!<`MY$09rt9(ve^bOTt7
zrH_>fA4vl=g|X7x1tyn(xvTDG49k!)B=W0lYH>0l;?%)Q9`Lk%Z1Uh`4}E=^A-!H}
z*i}`rtFY#g?nQk8y&fr*(s!=Q3_E0^;anlgY2EKN-gxp8PmEO3PJvH8p552IDyB6_
zwPD%k6Zr$(D*BgE2yy-Zq!-b2uyy}yFMfA_aoASGy~h{Gr9mqrNCJ-R21NErSn&~b
z6R&u;9AfDxy+AJn7J{$Qt2DEqqJVlnu%|IWJR?p-s5q?#`^7KNpAqlSH$-M<B^MB-
zDwIeDeZsg8eZz+)e5ZV*uOjsA7twPfIw_tNNwGrmM5_Z(_9`3!LU<Y+C+>2@JxSUZ
zNfQ25ly$2<-!h-{(?L<pQgoQ2Xv$C0A`*gX06&GE@F8C%AoNKmMI=@b$%|{`ULr`)
z<X*Q(A!`AKW=#Z8CEy0m1*kx*thUsnDy0gRzfO>d)D-n+y`Xhud+PA^#u2G~4;IaK
zdqaW)B3Ea+=~cV$h+h*5<fU^n>ro_af-wJJ$9SQJm^L8+_2NwM!3~##s6thsqVXaR
zfFruNl~o*Z^}(N36o)Q^v3qMJ?9k^z*!})W$f2VV?7p`W0ax_gE8?S&1_B?CU-kQi
zNQ4x8tIXZyNuiGvSDC*qPLh0Y&Gpa$OAb-#I!X`WHI^AkM^L(oiAsImfBzPFs{4m8
zHv8jrp^qXuKS4*%jH{9#Y2A0T)PGp77T_qaDt!L`{{QYKn|)+SvUw8n*o15nHV>1S
z$A*=VkOo4FKzNwYViOn$77Bq*wbO>F0juH+&e)+0BBEt55s+e2ijETmhH58Os{vc;
zi-(Ff)L|$LAo=~y-Tl*TnkqW(<jcA5d+xd4Ip_ZVl$^4bG2cIblT$QpH7UlZa>nLS
zT_mWCdGac$B0m&Ml&UMMwK>gr*I$|MzDa@BQ4Vjaa@;z4be&4cfkM_Ht0K$hxpl$j
zQ_i#ysnj4=i-meOB~dYbOY&~ILQXB&>r2a=o^6Y_PY-1edgDX(LGr?_0tgH)U#73u
zC-747hg@kj`;d@Mxty8KUZ-$!TZ~q7Btc0?LGDp{j%6)c9*zU8qxW#J_!kKQGh6Xd
zfxjs7g+nSR=%sA?bbCC`m^|}zSy_B}d^sy0euT4AmX{?ZCPe(yH+i$tv~*r<jKfjn
zDG0VyHLUAXKhqV$RoRP@3WBYloV9kF-d!-Gvo^=!bOnn_8haLZ9?HwBX|GRrI^DH}
zrOg``uQ_BGriBzir-`)h5Nxrbw6|0xMfHmU!WRj9?@7_6T!$S~X{EGcMobFgs_u?S
zpg~6{L8QZQdX3AQ>FovgVWwm5l(h68D}KtNH<chs8@1l+82unXMvTHyF723u5~MNM
z4pTT4bI{7kwuTQ|6+XGua&5IQ)gI@xds5@4*Jt``8oHO&impJgBCjIT<+8@q6_=&w
zJ-%qm$`IfE*lDqlUL!9B=tZe@a8KHv8Q%*W54;w*8nArcx!L<=XP;L~PD#%vMRR4@
z{Bg;H{!p%+20fuTd+E&dnum%NS8-->Z?PzrgxH6?c}lBsC1xh}CW=HpsVk+VG@1&0
z%$pteIyR2Ny+<$OkIxy!0Oj$Hv{#ZT*YEMf$!{^V1|lc_@WCTDu76DXrmmT>c1LVd
zQj))}wQ5%PcID9}t+BCjjwEk9SW!89UEkPge|1L?cW$%Q6_zw_T(ahHuD`geHpl6(
z+3E{Rnl^(Me8WUmqE+kH9(dSQ_dXIh@o)d7jGwYR_r>2na<}K+SKTXY3s8;0c%A`R
zv&I@}iJR{B+<w!&LbgWzJo7BoN;;QR6a92q%%(n#$Oo*m^i#8?n&#r^ya0WRfEj4t
zsXa?RjDHOEg^)YdY7%H~0sa9L0Skd?z-NJ_z&zk7U;)Pd0QefOVM6SncIygSsh=gc
z-bUF#3(7g#CGu;VC=2Cgu4BJ)kwJcxv(Z;z&A`~R#ue_zxNJGD4f8fpFZ%0Iw*wyQ
z4oZV`0aMVPiggaM&X9A(Nj|Ib9?Dyw#{($eg=~VZvmxi9{Xvw2fCF>t)N12Vl;cqj
z!Zz_J#{rF)cbn&6yaPIRqCWw3mB(UV2V@$L#hL};yppEurf-Y$bW~eJ3G&=$$;s#D
zGn;2({aL4vK@;m2jj(<atgHHgZXba<0bQb8-qqH~S@)>Jv_b4MuA`h|NuWlC^*l|*
z`Q8PpwN6U0W*C2kjt}TRqzcq+K(Yj{xreri8x%rcq2+n-rjzQ`Qgl=pchoOXhQ&v7
za9-G(@}c`O<{r3^i*XC({7#yxU7=KzLkw{K&(cO=G~@2)LN>te*KA~rVvPm{)_D~;
ziTPgaA7C5sy(?{F0~mW1eNO<Jz>yTdi~g@j4)@dRJRkdfiuVZL1Gyy!0p=c1W+HMw
zChR7p{re@7054Dl@V?IjKLX|h89WB-CSm+k=<zgjhPlc7U~WkMgHMvPe2<%88|GNp
zXI@lS(U*V(pvXeBEdoErN`K*dWS!X;cx~nubH<eD&x`Q>T|OssDoW<)MRITHgUqcc
zS-{+9DMIoL1?mt5nX_SAn^Nk~$o|MaVM<dU_D|^}kfNKWu<iKXO=;R<T<#+u`sV3x
z(HyOmmWVUpe>=(#K~}*&d!-M)r+tGit9_(eho}g5$-eu-1i6c09Z}X|y&>2#PaCEe
zq#RMRwGl<v2aK!wfckV8W;t3;gfbNFW66l_`)}L-7pUj-0a}If-}Di~&_?L%oFlA%
zS4x0srbPQoKri686)L-I-FTrbCO3F<16Z$xs74P_l{Q2(wM6N6KC~~!+T~g|?s|lT
zGDOdb#kAitK%WpJxJT@zo}*_OyguZHaUM<N+()@2rODSxB>RBFl+vfFjo(YZsy6;0
zeX`mZ3rniw+`#c!<_D6oIo{;!I4{3RdE)&jeoo+N6hCV*&pnZs6J;c~I7~mqoFvXQ
ze0~`p+oV6qIETKM%<&WD`22o4uJ#)jWE>u*<)&W)rGO9pry_9#aTxc_xnqaXZh69J
z7cE9R&N*n=4td=;rsf+*$8)NW$|A8W)y$=ACw-XG$MdL<9*o2@ALmo;AaZy(k4};K
z^DmUFUzf41OzO*i$UYcA+{;HEziHgjJoK1&4&RgTOKt~87I2?tqeSs1#M~C@5qpha
zi=8qCHHtA>CJN!hm<yXF>nf$|vuQ5okX(<)Kyn-FZ_&U{js?xA<F3rO%y)0OLk=Kc
zzebffvrq4rXZ6WAzKe3%4sz~h<Q1%CEhLYoQek9_PtN%q-V4$mh=EbIh~(yaUeoev
z$yt}2Q*PX`d8nG9AD~L??~{8qQ?0F<^7J<2ntWGyXudd0C8C)!QBIY--;NwrfPC4E
z{0N9kz!<pc4%cO_meRN_^Zhe2pU3F|S|Z;Q+-ISwmI9i=&~niC2o;M1SZ6(WbqD3c
zh9TbvzoU5G8|_Vz_X)ofROv6j!n~hRG5Z+nAoC6Dvm1Q-1!ZzhwC;xuW644H^)n8I
zrGnIIyrI5DZIHF<BKjj-<_OB&{0<av)5GGsxW6NmC6*(9pFwV{MGkL)t$s;M#TzJR
zqkS*11#iC|a%nE=6c;hB41F6gZy0OrM?Yg5=DY)Wn1bTxv_=f!eQ=TA2$ZF5hU@@l
zQ-kt->Q--4x1|y}xi+#sqsLe#u^;j7Vq|UvQdbj`>HH+#c9ZBUb&b}Ob(};$sR!1T
z^Dsu!$OSvS1Ng#nY=OFi27rC)+ZfwQPbvqE6EJeq1T;t2wF>1aV1`yfuK-(7E`t0C
za3ox(-M|H)4{HxW9<$(6fuYU<pCQq<7uW^7ZuUik_nE9c8hV;>;zRY9k!t|uhH-*1
zalE#bDzRUs7Bo&U#8u=F!14?wShwJdG#~9#F>gX$PeYu0nQ{dgxBin({|@+-MA<QP
zKWDsOu<vqy{(r4^zfgA=!?@#s)ZrFQ33CW<<8%MwzWjr$Dy}$w^6q{2B@r4(5F{87
zLcov`0thWa0!k=RlphNCqgtp^W*i2@Qn4egwmJ%0sTCbX+EMJZXj8GaqFA+6u+(WO
zsKu#2+fe~&J6K0i5J=wb=j`2mdAZ3;jL?7jW<GQ7?%Tb4?*2IEyWy+Yxp{vhZ(mI;
z1<J!Im$><K>qPyXrarcQ>=n^DkJrb`@pbL2oOn#;W#jfiW<RWvI>nzzdx)3w|0H!v
zu#Nw=wJrM(cEZJIly&M8dvIvmaxg=NDv81PTB?0GbC4;&NL&SNYx;L5UxJ=pC9#QI
z44MDO5c45xUdQUZdh4S9-TJt7iLVd-jr4cQ8Q3A%8tnPDY;5+KjqmAror@*ywTYdL
znq2Sve}c2~XLter_`e=2PuQ!_1B^x;FH?dsXwJDpPHp~+NK-Ft33-8&*F;`zeud}D
zpo-_s)UCy?!V+ql($t6K5f6KxUy6PgSp~c!y)^3Ed=RdQ-qHND$kEp<--`M--3F|0
zGs>)K6FdZuKs|ljd+wlo74~_`Q=@k^@!b3ltb}QBPh^{J1^vH(F<w<Y(#}2fxY}Iz
zkI!n|J;T{HcZjao@t?`Ix@)-g@65WpL_5~ZgY`ei@~6W)j<f8af^5*z<*F%FN2``i
zqMubiW~|=Z8jLNm?{T(BbD(Nx)vw9XXy)jiSCw@ioZ|9Ec5Kc2Snh)!(9haMv^mUO
zXD6|zh?x2b-}f_xa*5_Otm@Afc`hQ?J*#c7J1Cc7KXEzD#nv`4wv(K8yvtq9k)I={
zj<U>)k*nVEWy@JgJQsJB&T{wX&gD6BbatLT*0Rg<j)FQFrKBc>PbqO-+C~R-QtnLW
zcC{SW9bGQRbcrj+Y4d-4?>RkFDy11>=dP>h-NJvoMf*D+;^#PX-fWpUnvxB1;8b!}
zCHxc)5Hrf47}ij}F26}m%ik!YD3e!1y~j?31^OR$Y~E^u+rhAz@(q-G_&ZG73oQ#e
z+t2ZRtNPsNL*~rH!5^vrG6Kd!G5i`9yS3K4Cu6^xct%9;x&FoBC;m=|X~0hH7`X~I
zQZAxQtPYO`WO#qA3??q$ZLJXJ&sK=pU(r|}++^C+^IyHUjdQVEM)(Pt<1Y&rYfOjY
zpi;UgQem3-TuylqZF`c7hI{Ww-(Z#2h1c3#)sR}q`&W?%M)O_?5Btj)cbP2l%E%87
z$tj8F#HVjB#u01lk{_A8d_pkM_|c8JQv9p*XG#@JR9|5x|9ugLdAG@F-hBG<{=9Ya
zKw_dike8N1{M%EAj|H=(JhfWt5mA+?lX=fKr8a+0xEF1<Hy9_~Y`!viRdb?yPL+lK
zWNyx~xlF9Bb>AG<1nM9C1}4UZmuHXb`laqAm#&aO%+KEJT%JqYBpSnAyz7A|*N5pg
z8e}f}s*#-QY%JF^&);L77wDXtx&6LO^D1Sw$?2M_HD|wKeYbNQ_r;CHp4{Jo7Bbp|
z_P#%YH5(Bg(mh6bvaXfxC9|JalOugO$Gb$P!X$r_O!9spQ~1uBOq=!i!ranU)JN4A
zitew(P^rL<g;Swc@$Z*f*08|RlRZ#ld^y6tQQr!oUZ(kr%{T{IkZw9>&_~POK4O}}
ze5pT*_ucR=>~5VqGk-d#3uK|U6&tO8cQe+9;_KXbhk*5m32>?1r<dBZ)!@A#HTu2g
z8_`s(>Gk;gvA2|X5zUWj8!VFgU@PomPHrOpKO()7Bc)exuFUXP^3B&m8TGHDW7kN3
z7?M{P{x$D+(jSsa;v(tqE#_>^7eDVgxh1h58s)dJ1)hXMN?sFvz`v2b5OKbeXv`bP
z|NCLNeJ+chsT(Ix80<S>Ll(3PKk&Z5dR@ravw8nx_&Aei#_@WvFJjQ=GK=c+KDuxG
z3y4vznH-0{YDdJOUTsAjTVEQ7dbMZ9q5jNv{K(ZVmmj(6hs2?N$Z_x^*L%z3P+#7G
zf79YnKdlRX<eKNfai|~MfgjW3P(MBH2l44Wc$RzVf3R;8$M1^jLcQCPUDA7b=6(?_
zwB@&LyHzddFZ?Q88ubh3(S|#3xF5KSgtJ;mZ-HB*K5m@wX84BH3Ol2|>8GQyjemAb
z)7SaBC06bYk4NK~vDN>lu;sAMw%KgQ-5U9wUW>gUYTvvk`bN`lYYU+V=kfmlEd9gn
za6Y8qM7V}_hv7w@`(pnAufQ<MW1@LUzYcG;#07c7FP2%}L6aLxQUfCEk2Nt@$aRHT
zxoQb9zl@wT(7RLm_&+9o{e-yoh7|fsL;~)iCVsz9zNn)8*~E&~w4X~El9Py;8)(0l
z_Z71TcJP01VlrcxGI3M$u8Fg?#NApsRdX2S3X@Zbw*_BEzw|_(e2sn=O8?aFWoUAd
z45y9wPm1JE#)pSxc&bW@lPjf9!7s_*E70@_DIjl3av${xIoW+vaD$xgKOy6s&3_)f
zL%s=0Wf*aKO2H;+2=JXb`%-3XtF;mjOMmJ&z%zE=KvNZH&aF^?Rik;&W0$Gk2oEQ_
zQ$Iik;7=9)oW#2-yxlS&IE(yow{#13a-N%{I{!?m2xdw(|4%cy$BwBwz`LGy^J%{e
z{V_T`;s?w_iaDGoh0dzpaC4wzFlKdfu@rl0qgl$;w~Te~C_~ruz}E(OE3Rvtj>^&$
zs*}!fW4P}zmi+0yKg+h(8x1nvyHffk8;K{XqvF>36daL?<b2l8>e*lk41-0oF!^(t
z?cYN#zh7pj&Op=p(oOXlIo6D)IXZa<I{zi<#@e9C!x~r&8-X<q=fX19?^U>j!+3d1
zz09;{X$Ivw+x9zfMf9xyh2OUIb@u&NL~XQh^WS;C+KyEak$yKKyd4H+>s01e_s7w8
zY)04X_jhLF`ZK5H46{dOWa;5ZPj+JIgN_UT9qC!4Q=N`(Wf`Z^Xgg!We_6ZF))(ns
z(^wI=ExJ0F&8c4_4Q$U@=DfxAb<Ae;b^CUH8~xqNa;LN9xNh&j7Tb9;mb*ni)u7Ho
zk!s~EThi+O6t}u2<H9hbW7$ji)7u{@7j%T~J0+M++-?V}@7s`UB8Eb0LTk7)oX`;g
z8B@tWrG3o3z!3h*5?XdC#86R^Ui+A}ZwL21sZT965#GV@NJki7hqa*hkB$hgXB<c!
zwOrX6H}7s9-MqN(cK*8Y-FuI99glTgj@Ng0<a;)p$v5FOYkMp0`K@~}D1mq2kkKr9
zo`+g`vu8epm*IfrC4<H-{`daC9(aR&m({1uK1j<&2Dc`hMWd03<f+k&d7JjvSZLzm
z@^<HE2mXx!6kRZiJ|CI;k!r6u{STtNuDIBj{}Os7iUor-w&aUB<2C*kS!ng%cB}n1
zbIymWUgH0vDBelEiMhmq#4W_AkUQb~+}j#ujpb#_Jy!cox1317N3p-i#;Zo3Rh#~&
zGu{eVZ}oP$EkpV@QGLd@?f5d-#NebPla+vO@Sc?6-Y)j|C~`S?KLqpw<4#D-lfM2e
z%D1DfBK=Wq&cZI*&Y{n_Fvn<$I`6ucv+Zq=YVVOSG@yz6b7)_P7Oce<Kon=YYn;@v
z_?9XD3@P#&&|jLP7)RgXpH3aR$eYi8ozA{EiSJgH^6dvByybAS^v}B&4)fed{in?D
zc|1P`D*-*4coZJwc`Eij?0VXujT1GLl^dxW@L$%;Ke(#misR@0*!v!j$d4pI3K|Ur
z!jDKGLQzS;L=qSj5Fvn(LPdU97%3Iwv<y@zU~N0tCQuxxBJD7OWUPMx)lxc2JHViV
zN-NCRsbdG^M@6hH7MWshKWFcK@$q7tI@34vnX|iZckkZaz2|%nb{VXIYa*PFBHRbC
zldwF?JBO`;iI5Z9iP1RcaqKhjP~5LxjJpo1DPNBrgnb^W#pry_@wk6|MxR-q_erdf
z+SGhB_iAhz_p&P7>ztDczh1g>rq@LIL(9=9Z)rJ9U2_c8Mq8-A>h6-+3Tqi}*&Ocm
zN+7l-klFrYa=ZUAdEYPOCV#7RHY16v=jC=&Dn<Tk=_?sO?#~6z?RKwD63!0Rl0h&-
z@;V&Ahte-;`$pDn2CP#Twb?S+mNZ9m>UWmbxIuSugQ4ii!B#tU(f=5;O7)4=*u;Dr
zUu%Rs(qXEwn)lTFQNM-PxGyQjjE%qFvAj=Ty;rdg{H5Y9ks112w`aK5y-RZiJNDiv
zCk?+F<+tH@=6%ZSky{n#Vz^PssP9$&-*tZ#`NMFiq+Hpy&RLenTy?HNlZ;aQ(ezX5
z(UY5XY;?};)q_b=qPWF8qvsdYAC>&XBjlAjwy^!WyBog`_O6w*t@BPbO6z;KSHFg{
zg!El&z0d#Y{UzLC{q9c5S08S*nx6g6aG%0GD#S<sHr8sD?nb`X15y<fNj|=>G>ZNB
zO7&fH@q=joc)m&gLF>!As!z|D`?Bg*dq3xeL#!V|Ct4qe_9HghJV`ZvtTk@avie#3
zJ*^=><VtFehA%SKuP75@AJnXb&$>mlHCbQO&1t|+w)Av<#Mdw>_E7_Qm!HP|=b3Pu
z^)KsVAJs@7{G#*guqpOc*AtTp-OVs1_CrIl%3`<y`s+8+vOdD*W&3Pg8WQ_So%e3W
zQC7XL-z~AGLcc-wWJ-HliTHmc)&yye#5%#+_B3I}xR1Z6KX-kKf0TPN7@a`=rkdXz
zk!#aA7iTt5<F(mhea)EGTqM@`_I$|o)Y>?{m3xd&$<7IUSL%po)#gFT)wsnz9fUt-
z*x3>4v!fWD=!8rrmg?Mb4t66prMf}a5$6q^GV;B29%u6m@1RtfTK?-myxbx+%sUb$
z1FpB_a^xFZw&^`HPfI`5GHPSJa1ZtaY-j9g&3myQ!Y7nFMdi<4k8`*&t+~)1L1(ly
znZvXnBv-m3y@Dq--{DUDL;5-2lF15VHYx1osSL<Uq!w7G425YhCbsxozLk?Qf^qY_
zzeu(FCt2+MPO80CQtlm-V(*7CjQ?hMXE>7+vXJs*{}x%`?w7kLm!fATVsBvV9NX_D
zyI;$-pYDPGwhRak!4AIr`O+tN7Ta4=-mB=@u{?Vl`?^7fd$XzUvh@PD8-DP|+?R)?
z#CuChOi$+A#@$$ne%irVRZ59ph_<~b6IfH3zebXNCrJfUq$mGf>*v}&Bg{jzbz{t1
z_!b?zllB)VKQ0BjhA)IQ+4W>#*Ao%A-NFm$wX{Lkkx6dbxvzqE*Y#vSPqBNE3HuW5
zP52tT4(HSBqW!A<%EYcU%`)c5TrYc=M)xus-P=ssykCs&dnWe1({K*0um^f3_Sx|r
z&~x{WNS=LX?W6Bm8NV0rgB~tOpTGB!jI?9vqxXO@1$JHfoJZ)ZXWz{D$0+x<{|`^!
zCp%8t>1)q0H~znwchkE!kndjK+wN(2LHE<_XT8UmZx7G7hq35HyFQ(JH_wjO?~lP}
zF_(Fn_ENj&_N?rf+n6I-e?jKj?LE`A>zwJeYajBdV5Jl&^e;0%p+C=JeHFpiu|x)a
zraMh~z;_@QMnDdXgd$h{Y1CHqzxLzVW0MKu`6cejhw`)%bmT1GmbK=jtabb0SNh2h
zpcD$>ei#D1;JTOr@qhi|dJ_8QY?RtgIqHMLy`7F(tJ<$I&fk94o(9X-8fguZ-4C7e
zd*^sK8+#7B*7TBc&aSvs`?XW|8t{1;ps{K)X>VO^G|?Nx7HHLAyTkX4gzxzq!?XUW
z@N8nHl$&>?oS0N@^5m9|@BZr@{Cp{Uas|J<2$rhNUT1q+@XNk8`}K*xkk~g#IuZ*e
zl0y~~cl!F%rLP$$y@`7>$%#}?X}s>393{EtMac=)5i{3>mlG?)3+A~n)L5_iYvSjU
z8x%@T;#2(nJQ-}~BF8j0sm3F2?Ub>q>(GC-!3lDp5ybeZGS0g!HD<UJ`*XwdHa|He
zJ&1XO{3dkU&alPix=+ZB&ZzL1jmb-8rN(8AGaY8gH&T`1OC5hDk{TlA+_N!P<x9uK
zb#_QO)JAQLn@k=+T*_!07ux}`O}8($_M&WoF3>BoXwbp3j`AXBlhnE|lP3Uc`$~|K
zKBf^a%N^ucDYJp{c6rhipda>0pTq$6riav-`=km#QI%+*{cWko=k)P6g?}(_$oI^r
zjN31(Ip03!G48>B3C#E9Ve<<0_44iDaQIKNi~k#_)5e~sOc~?uv;FV&SD>#)OFh0s
z%vo7XezAac-srT*QfF%Tfm{kt@Lq2^e`7xzq&T>lI}}R3Uq{?t4ujBH-O<Yp=<Pi6
z)MD!2B<^1)ot-~R=b(c6P^s0r-=A^a`ENAiDr7Z&FW>dTyYW}`UXcu>Ug6e?3Cg6i
z*CbQ%e-(ZKV+y1YO`osxlW$abz3_7*sF&a)2e2P&Wr8V}&Q|NN=ZR%fqv)O{XGwl?
z5qu54Dut=#JoB%Tr}!n|B}MQ0e*+&|ta$J9?PQeO%@em@O?Lj~Z)abiwVstvW#?z@
z`lc80c}m(pEkYkJvc8mv5RQv%%NgvXNQZ`d;BFY3Rd)FQ*~o_I%CH!w$24V8M&A?I
zVK6kU>qYar7o^CmM-v{f`mcz#=jq$xu9IfiN=&RErd71DH5p~yANqSG(wp2S-&rPu
znWusIdIvKk4?!LO!U@^u;mnft?k<_FBoE6dB{;x29BAtg-D<|Ims`_ugZYkX4q|>2
z-tRvU-ruoIdM3fBb_vL-;(Wq9BIC_oeBLJf(9JSeb1TacS%N)nrpjqoq*2$Yq&7*F
z^9ugHPNsn8J}NgQ#hISi&U(OoN+hvb8sm9(z#YMxGSke1d*zhX*jvNTysfeXCa@2U
z-1{eVtd?N`elkC<&tZ*?_(0D;FOB9pd5%4NF45)lvU4cfy<|HCx$+EWJJ8##cRY?&
zS+R>fo8r!wJf}{Iv0Y&#42Y?+b`M%3qC0-39In+d@Hpf{>6aXvgcQ&0>+M6g&6k8b
zKfL0+D;2cm1kExmST4heJ9j3Bl7F0(sR={A;>tAIDiafF%MXtvMoU@ZjLagQl(26W
zvr4-752D$2${hSpC3)Hz^FHzCJY$yf{~@_Eu}~U=nT(r8Jtk2l<2r2MjvV3)PD&4A
zW0Cngx!y*(#VxUMQ{z?_#-1?$X21M{qddwu{=M6~%OwzU2_&TiE(=%$5<)npB2s~b
z5ECE}!@)2er*gS_lN{Wy-Vc7*1gE8w)@n+}B3jxCR@6diwTalO)3Gzol%Zp5^$%ur
z5K1W(6x!O+&Nz;o-`#tYU=g()f6naPeBS5TU(fD7@4maw)*>z@VHw}ge)iW&yFu?I
zuEAwk<9ZG`#^cLGJMTj^=yX1cxkc+~JH|6Kf~Def0Pnpwsk77lUDR@nyV<^3!Eub^
zcz>+s!Ty(Xjcjr*zH-oAiNmb7l>6r`-Ytw@fB}VfT0xRYq>hx^=_TA#2DlCvy6dp8
z=t-{EDD~s0@P<%P@){~i!_;Fsugu$pvXXP$r_W&y$FPcdGu1h*?|A|4+qLw=Z>TH#
zH=x|>LwQLt_31jVn(M6EJC5-p{mpT=s5>slTV4#TRkpO;h)=jr(e_>3pY1%3bE5sd
zT!To^pNdai#jY_t#}EKiIHmYg-tj6T>=&*J++QzH?&jJWL?`n?w6|D&UyOfNDU_}l
z`BvX6-M>eR!d1!htP=I=I~@5I70NE_{myw(?-!T2SM;j=f+XmJJK3k@g5$1&#3Nqh
zFDqC+Q=fNy=gQA|zhGP1`xxtOAV)Zb7H1J6jvvyNEtS7ieC7T%W6+;+>`vAt;tog!
z&o7O>Kk%+oyc#~n6K%!g;qy4r<{f1EFxrYD{5IaXR;sb6_omjkddJtuuk$-T!&r{%
zL%n0qFwgKKDDf=d+TVedB@@x=`2pkTjH;jiqw5bWKgIGo;$!S`ob}Y2_yy&8uJcVi
z=Pq&`Ohz5=Nlj{9s(y+FQBA$nwVv^Ymt=TuD|;jIHm<J-sYi!`@zo>^@JWTb@3>=V
z7CX2{9OAgQ@cuTJe%pj9_jJDhW0+0*H>$DlJDf@Xm-3uz9$|ETRhZ?voo($p?lSr(
zjSlr5#34-LH+r5n#=AG>Ul4=&llGb~b-&B9S^Oq4`M8RM-M8ab-upV-`za?<zQnTi
zjJJ;GUuJ#Up`U;WWA;>k`FGV`z;mp_)6I44L@i_GR`+g}tM_q^d&so>JJcuWxV!?1
zqQ$h`%yoN-ei?vYoY1kCilgh*JK?t+P<uh~I{JA*{<1sEJL<>rX^#D}Ymfd8)+wJj
z2N;iim21e){Y16rm=xUC0t)I8_sdwJ-lsynbA>p^`T5yy5B+(8l<}Rk)8Fmz^SkkL
zP7Q49RM75tZM%u(gP5#|=kH*;+J!5pTulU5`b3uZ*(1Eeei44h5MziT-boL@!L?ZJ
zz8CY@f5;P|&H3DC2lO7Uee>RU;(BRO$@8yr?9O@3UF;vleK&Kxlacz2k)GyR%40Xb
zl=@V1A9e0g`Gv$+;Lmq+zZxLBsaveGfby9_Tz92MoW@yi78Cg|{Pz9xIC#5cj53OI
z2YCY!Yso9TComfH%wSv~^*svX5?rvex%hq#l)W*A@BZsEk&$NA3&3RBo-!Ahx)JaP
z3rO}cqpHA7FY*AZ0OmZ-LuoQFkLC04Ef7cpH$Md|;uscpfd?9}yrMwUH~&5@uK{h0
z@>ZYZ;lchoxzBGn1l;-<a2wsQ`4kXldC!|b^mT5=B)tpBm4KHj;4=>ZeayS_G;lW?
z+`~ECcNef{67V38k$r6UP?h0dP6XJ`RlomefrmGLFdn(zU@#aA27|$1Fc=I5gTY`h
z7z_r3!C){L3<iV2U@#aA27|$1Fc=I5gTY`h7z_r3!C){L3<iV2U@#aA|D!m7igxEQ
z+=8E>2u}F090P#+qU*PCGYw3@Q+x^n=M?qSdJ(oU<<Mz3N}Uhby1-=dsI9xGAG382
z^_OhD2us9y)^xavY18kLw(dZKXQ{0_F~O6tb;0~TTX#`EYU>{Ar)-_$DH@N%kO-gw
z3$Tb<5WTP{+mS?qWU&(|owI_eG<Ee1F+Zwn)U%`!G5#ewnb*ViS!8s|qO@3h8=nzf
zvy}f<rn;DGVLNlyY3m90JJQb@THi_AIogr5o21Ps!qmgmQ!Go5_9I6}-++bGW{sv6
zp-zt>L<=d_mFzdfew2+cw%T=9G1bdlRhr`%Goy1-eu(OM#I8G@ZtV++CZ@YsqH;sp
z6MsF&f}Ny2Q>lB&u{5mbt5V&xy`62-Iw!|k5$!q2{E_$3#xW`HM0LA__U#hg-qJNJ
z#M!6vbVNU;J))7iQs-xwqx_c|eS>53P~};UBFdH-dLc+HuG>hgwdc~wx^eBvk$Hvm
zDAk&X=rO2SY}NDa{vhk=unaUTSR{kJmTXTZlG&XpORh+!Q^|BF8%-waWn(NRJEJ|l
z*^KP8GFEz<6{(k{rL9(1+S)GHrL06ywOJF|napKnEZGwc%WyKaGp*W4WxipdoTbE~
zI@uYDrFvy+C=pJEw=#ECvNs`HbCHbdDcBp$$k^3(x|3<y6zz&d!=ae8dt{v?JC&Ja
zE*-Wgy0hCuX-no35i2dTY94Jtxh5L65*cfW%vhGR;$2oGVnt-EkSilrCY+9@)C6@O
z5i1*t#xnIATG}=>udWS7<5p&^wY@VL4<$O*w+G*EzRr-$kvdC_IV7{`P{fLd(pzP+
z`}+R=5AP2Ec|eB0B^t9w{J-oG8_>dDH=!A;QG3;nQP?lWc8d<I=lFv9t@m*BF+G#_
z+xp*K|G%>172*USKb`je#;>siLGhOJNlZhHcvD<v+)*Pg4|%55JS#2@i@7z+8Y{)?
z*eovM0AqwR#04L7eAJea6!koD=bsm6hgYr)EPs}=wqDDj*>eKlR|P{;rUsr9XPrm!
zVbn0=%urReE;&8a)MP6k`Dj5Io;xparm;kv##_WGPKz^`U1&8tyFT!CV<|HnVi(FB
z4%FbF_!YiGoLDY?IsBnnfdfAhKVkWc;smFxnw=ObEf3J(aq$c)IKA&N2r85u8=g=e
zKx0M>GS+#X&sWH+<Za?YQhW=aC40!Xi3??X){yyRoyrkUh$lGCZ?JtCpYutQ>>)0C
z_6YO0s;78dY{3k+{eswwO3KfR2emvzIfe2u=KCqX#<Y?L?DWHws(inl{}9tvlwYys
zmziHpxsPcjzhtMkiJWeiwdFyP8S>Zo8vQJnq=5)(d#UZE>-MUZ!ly&*7BSt^)06?q
zctO%#{X^4d>UY#Xe8Y`_gLG*>UEfd7_0x0xaIvUwq)uO<&OFh_I(@9u$2xr~UKAPj
zmr=1SpFSf0!g|%lwsn=^bMCdTujAa<&C=p6ZBOhQx5?}%sY6LWF7>rzw<Hct+H|cQ
zsyQD`yNyjraXiF8ODhPXLL(7H12)zKMxtqHm7D9Xaz8|)A^5=$TEst8iHP+V{GeN*
zXwx7(=h$smseh2T_VYaFyzhI?d(OG%Twen+);*7P=XMLc0^Ah#?|^53IbM^$j&*Ft
zsLseQ*i8(Z>_l;=8I4_)k7KD#`FQckP0{IxHFp)?h|rpfdU@=q@QxPU)!aH-d}>o!
z5%tx0jXXlW2}q<4+z5OgNCFOd#BOY5SLFTVC6$;pY*Lz(CmoYcM_ZECUYDb!PbJur
zwQ>tFRC0;s4B9a@7oU=c`I|P_2aE$VfCID5!QLQ03*@jaISlGq*a?`R<^yh`yb5)q
z=0%(rab8%xuzF!7VD9My27&R4S9##M--gHE;T~Wsyfv`aV3w=kJG=yRqo$#zp{60~
zrt~RB=mR$ZeSj=%s{rmF_`a{L;vWPQ;lCqd?)yyMR{GS8Y+Y%lRx_PzrZdgdG-C0n
z83fhV)=o|LEcIOPxzXdu^^EmQ_Q)NjwUweBZi@;HhPb|GKlxO&!yDf%En#Fi@GS6W
zKqd^_3dDdhz#%Px8J=#fKn&;wa)1*pF7Pu8W)&Z|&k7$ealiD4U&b8H+q>F(<6p*e
zEC<X={GU%NI0o?Oa%oA}E%2(a_g3QPgq?x!w~<8~{_Gg2Fau&h4j2cV<c53%&)p-u
ze=q~afhE8p58!h|J|bPf=e%@Yj+olE^^9!TfJb}nI@K5VN!7Ti8huCbPXwP4924AV
z)^uz4y0u?*Yv1kGwxS?4;hjpOKN1`;J#p<~T<eW%&2bIAeU1c(Cao8&aHf9~ykBs{
ztP5x#2ei8Z?ZbffRzN!$(7qVp?Ka|AXi}YE4`=$i;BLWNOb^q3%d{g*>tI@3qvt5H
zlZ4>Sg6lcck1l$XUgEw=Kf=$hCQ;jHW+jOTp=-7ghy2Gj_Cfw_8|NUO*v46QjebnU
zuLZqlH{NFP_4FUK%fah+EBYbrB8$*F&=b%FV$cxum$q@5$G?sCZ=n7Q5>$Eo&q<$X
zH%q&O{jEy7pV^UNWPQ_)d;?kEAQ6%E$9Cj4tY_`W8ORUq$cvC^JH!Y0f^9s_;_K)M
z(kSuR5fYO4NO~$6zl5G&gzhUhPT3LOD#;U+Xs4}jgKXuayhe4>C(<!n7n9sXbkW5|
zqKiS-laSCF>J@|6NKmM1>!;C+axrw9{mZz@Cr<uJz4kfw!8Oe9Fsgr{UG^gT!)3l)
zHoFli(a<IKd;Kc=O=F23w%JOgq{4AMQj+L<Y#EDeAy%T7*iz&KyPym2ybdpJ^{mmt
z-qZ)!PeZ8N>~!QB9|m~|Gd>J=HnNBH7>jIgs6^p54J0$G*e?BRY$wb+O0=uE$hI|>
z_)yx=$KoaSG%{|{F_epJ`!mmUT#>dD7cH0(*Mw`>b=Y;lwcFM1YH>BVHn}#s>eO1*
zr`D*|YL%+0it11$m8f;4wN*1ra1QGf9~Z^J*&)h4i8F{l$R(;uI6c-Aa#~9FC#Y4M
zCh0>7t0SB)xz-L^JHly8?fXh*nbIF*QM07)l_)us!4~DFsd}rnGjo|x+B)@GJ=bqd
zy_U_=w6!uq(!&kby?)H3>cD{I)DwQP;pLb=R=a22&b`UU&|rnb4=;cCvzLEU!g@X3
zpRu>U`|hSh){2Vq+8WAfYhQoE(adG(q%@XFUY5qWWHXoPE7Hl-L2jq7B(o2~NKhI_
z7%{l;up$ZaFcPFi5!NHZuwR3z<Z>`r4tk$<@gVG@_eIc&a$k)|fxh~<AWYg!8bx1?
z(q<lpjZyB*``ON_3H6H3ywyZ>wvh)dhe8O6gm}nuM+gDSp$_3*eCXCg<>6#WNaP98
ztjI&@!<eRW3^qe0Mp6+I{(oMhiT@#(7Kd&f8%d4osX;w83JhA`fB8ATb!xbwVfolC
z?r5;&ErY`&&v6|ZwQlL7N$Z%NY*-!|d5n96yNC4TG8su7$}EqVqe*+n97^d!$!u|9
zvNQcit}_pEbxuB}vq|1rC(pHzevCWK-3vTdn&(RMTnpxc$dx{rpy|HMvPu%!&ZA{5
zN}ehli^2LpHnG7szDJyq-2wlr^;aAOzh9nk)~ePMmIiQFOS~n{T{xuNRRgoP;_|<`
zJ5YaxzEg4eU|y#u@F&fmdOrE!o6qMb@|+5VFnFTi7sd%3-avoa+IwIiV;Po_vdqC`
zmh$_7z>N8YoSqBinsW1wF?}pF)-*Qn=+%2ey-mIIj+h<`#hPOCj#j-j)Y{ZK?_fF$
zu_iX}D2OZDnK6CWjT?qEW=tB>#;mbqILqeR>%kjADHj|IP6nrgv%#gH!W~C5mrP?e
z`1hb(z)qwSxKc?m+yWF|UY#iLiR3Z5#zFVE`;=Suxf|SVZqwc8c8<xD^0X{7xmAwI
zy>d==;x)>4?P`aZdzD@7GoCq*<yrCE^f)bLMY*Z0Dt8oTgVLs$N}n>Qj4P*<8D&m!
z&nPo4Y0xw7IpvXko(4~w$Mp1hoXkZD=9UNe8Wjrlrq87$nWrkrWGTtqYLfBg%Z3Z#
z&P+T=M(}=2@h;y&o&a>99q0#~<k#Ro0v`Z(0SEau_$=@?P~;Z5MQ%y?pHK2N$cFio
z)GtSiZQG+eO3<O>W$hm*YifU4jd;`#wPWp7aW7ugDY*jv9q=dMufQjOQ;y0}(RrbK
z2D5pR4^vEwpfbTJAD*CL6e!<26ZvqMaPZ@b{e;jkee@I)nlF%io?v%D5G1U5-mJj&
z{sjl`CH!9j1^~>`4Ji!@Wo~41baG{3Z4G5^WN%_>4Kgw@ATS_rVrmUMJTFFRY;<LE
zFGg%(bY(<kV{c?-FHB`_XLM*FGdDIlGcQbKZfA68F(5ZLG&V3kK67+(Wnpa%3P_23
zmU&!MM-s<>HE&+ca0vq5!kZa*M2(9^vmROE8C|ohk=?j4>PA5XkwZ~Y@dP8r`&PUV
zLB;U`@x%l1Lc9fUWkxh!QO8wd{AiMane9<mvwtN0KGoe-UES~1_tRbdKmfdu1_|Lk
zziif`{`kIG!eSK?5tSI3)OzyJp8*O3YGp-@PBtXp{$&+Vy8_TRjY%4u*g7l42T&N`
z_Jb3~#<ZQ<bqJt#0s2mejgB1jIQZ*vK<Z(!UaMGP@YB{8^HX05JvcToIi>sff;=Ft
z0q}W?gke#UJaCloKiNa*Z4x6>k{V=iHpq9X@HY&NOpNxKUX&~JT=D+FNyA1aJA-i)
z)WFj<o-`slNi!g#k<gn0ezB0GI86~`=;al1OA&?orj@c0qwytKqtQz`S=LC}TL^U?
zLP|feiklGh>e1N%@i?pGct=-isWa044j`w~DQ27H?yk3?mZ&vw@dNw?KhdN5LIjI9
zM$u|CE}#D|Vo=h`tkb)>dw6=)@b;<c>*rsqcAdKQ>NjW@5U3c8rl4Ro<by_yn|#>x
zPod44f7GJo$A50sx=q_p{u1_SyY?MAcIy0Dm#%;9_W9rb-o3{cJ;VR;&o6uZ>#N>h
z_vzd3-{15f5D|%iQG=pm2FDJGi%&=#IxK1Uh>^*oMvqAuJ8t}hiIY;(CVx96ed>49
zrq7r;YxbPE^X4yDxM=Z`jHSz#uR!Litku~$Yu2vIU2op7anojLOJ4rgf^FM(?A*1x
zaL?X-`-=_~A3SszM@x>C9zSvN)af&4&y|(q{Dq5`E?>Ed>lGI3jmn$Q`lpLPLqw=L
zgkTamH3m%|O`a4a^_0d)snSeowv;24NiVft+MaSV`73#VJWZY{&y$bKkK`BJke#|z
z{Z9P>y)z&#AU@z|z^MRdU~1s%z#o-bN`TTu>7n#i`Y8RBZ<LA3PNhV-s92Pz$_vF|
z7-Sf3m}|&195g&L_BT#3&N41BZZK&~Z1OhwnrfNqn-o)H(}$*RrbttCkS53{$f!cq
zsGh2i>aW&S8>+!-Q}tstOifVJ)O2;aI$K?&=BQiL?dm?YNG(y%sAcMP^?pcLNQaP4
zArT=_Au%EGA;X%chSmw~WHy?one)wsX6NSUpUBSkI`&rfFnc?DNBd{?!**v?RMm^>
z_SMg;UsP8+f*i??R7aJw%C)n^p32rhW7PE3<V(R)xHL{m7o6rwYo&7Om9~a9T>ePz
zBS*?J<T>&Jxm<q6;6PotK3l(Ae<=WhQ$j#VfFlrrX@S{+&y~80LFuN1zvVPQNmF(!
zrOFlMhVoo_DYkcvA=xnBkS#dDIKY^0od1qfO~I+2Dex_)2-Bd~oD9FiDf}I$`D(Vh
z=^dw2g3~p@>63SyqC?^Yr-)F5)-~5Lo6OVA1?E?qn+r~```H8RZ3L$d_RjXM_KQ{h
ztDaYfz2@|*!{A7AjCQ2CI63bC+NVM;0P?4Aj+A4FtJao_UK7Aw;|@2co5QUNs4A~I
z{oBL$q!sW~dMZw^Efu)06|JAGrp?>tW%IOo*xYSyHl2-avQ4sSY<T2+Kl5>KF>?}d
zbHmMy%8bf2m9v1#^{$bdbt;Ef4iH-N$_|w+D}$|FtzE2P*0$DG)|S@h*2Y$owSm>&
zN|q-Uo8^J!p5?Y{mZj8k&{AwE6uo1XT+3EV7fUBgM@z89WHDL-?=E-w+!47XPDB)E
z8geIQN5h9A(To*GDpR*ow?eo4&3E~lL;|nyIRSV+^4TbuK#F>ui-JX-xh1H4A#APW
zba}35m&wH<Q~L{P_dYV+b62hJt6%8e%YD0hh5G}*Bg|#<X!BN*@rT7D({qsLIL~~~
zQt>S!-+2|iAM-lo60aj~wc<Zs>9@rz!)w{Q{^H;9`S$htkA*n?XRFakNcVTzXzv8?
z62SY6OY=VWx-Ne^C}AzqF;(i14BW?en2T9hg^gGTAIuaGr(hAD;YZBDQcNcj_u^Az
zVH1ABbG*PBY{3bXA`b%*h4~nSQ;5cKoWwbt#u=Q&4~W5el%X8?7>p-afJ?Z5i-^TT
z*f0Ze7=m~tA^}5@jbRv$B#gjFj6yO-V+<Z31>-Ol<1rBvP>39)Vv@M6C*u(wV=raU
zQqqt_T9RQ$6)mIXw1QTm8V+L8kseOUq*atft0|ju$c@~|gFI;st;I{cqIHx@>&Z+T
zXd`W+&9sH`D4(`c0d1r0v;#lmGR>q}w3BwxZYrcb<V7`TFYP05@}ZjKi(B}f{K%j7
zQxVmo+BBOEP%#~(Lv)yqP#vm^ttg;+RG*Gg2{oXG6hMJ=j7sqfe#LFvA%zTNBoiH{
z6LgYJ(P=tEXXzXTQ820E4k@E@I!_nqB3;5h`hXfyV`_rCxJQ?HCePy8JcsA<Jf6=B
zcp)$1#k_<wcquQFgLyfxz<OTEnY@a#cr|Bp4zJ<0ypD5uJ)5<0+IZf;8+j9N<}IAZ
z`Mi}2cpGo$9lTSUpiSgmyqgPo5AWrDyq}Bs02lK?KE#Ll2p{DVKE|bdoKNscKE<c`
z44>t5T*l?vDs8pap>@iT#gB$8$y!;KS=PyV*-dtrJ@`Cd;EQ~jukcmA#@D%mEo|i*
zT*){27JtvT`3~RZdwidN;0OGWAF+)e^MCjWU7@RVjjmG#Sv-7oKDwGZU!9-MU-w^{
z%lpZz>WstR`=0MP=Y8*c?>UzX+t|L#Hg@SC2#AzrX;K8F3k0wyCNaj$kc0?IQ+fw!
z(gZ<)fN>Hh;}~KL61srY1r|hUOWn${`OakW2Yi0{{P4{4#OZjQpc8eHPSz<pRj286
zouM;z7B}QZ9LJU~a4BEpOMIEj_zGX;ANZR0z<cObc$Hq2SMAk!wcaDI&U@_D`w`#K
z*}93&(YZQL=j#I9R2Rw|j^_mZww|h|>38(Idb*yWXX;scwti2)ujlBwdY+!I7wCn0
zkzTBq=%ta9ky5=Z^1WWJSLl^7YJCu+*BZT6uhZ-GhkAqFs5eDUN6tjfMlM87Mb7KZ
zdW-%@Z`IrM$9lWop+C`|>YaL*-mU+v_vpR)Gfw0rZp_J?!l|6b>72otoW<GPgmXBT
z^Ef}cD7qNCM<-(sEXJN#g1w?|VsGq&eX$=tgZ*&;4#YwDEDpvYI2515VK^K|;K&#O
zN8=cL9>?N193NfE1>BSixrm!_b8f*c`A7bVuk#JQ$*s6Gx52qM59i|oT!@QsF)qQS
zxD1!$3S5b+@B>_JO3g)c$y~-YxYm@JE4a=FU-;2TT9E9NJ9nJB&N=6vbKiO3R5+DR
zl~e81IE7BF^T?@l9y>)bYl=WjAwfVCBq-2;K;SyffWZSF3|I)D0ff*H8ad4&4&t2_
zPD@CDL`Z_hkPIo13TcoYv#&WZugG#*IjtevX#-6l2XY|~@}U5lLZP|JZMhwv;j?^>
zZ}Dv|=R5cf6hSj+4lST1w1U>q2HHY9cmmqvzi~fIhTp><;Eyl`{seEsRG0?uz`HOV
zzl9kv6A$2j@E{(-!*~Rb;xRmq-{A>7iKp;;JdJ1YES|&jcmYfCB3{DFScX^dD*k}i
z@JGCkH}EFj!rNGmcknLW^Sj}Fe1H$J0xPi!tFZ=V!E71G23U)aWGEYA9X^(gWSoqb
z30O}NatLIiOd>&1lB7rz5|K+xo@^|WWr|FdX)>LBGGr-`88TC5$!uysAvL5%6i4xt
zK#7z@jVYN@D3#JEoiZqsvMAe^lta0cNBLAhO{tKIWD}V~&8RuGpqA8%T2mWpOYP_h
zYEK>LN$MzbWgc~+&h!*@p{J=Ub))XogNmsqmGE7@N4==GuYB#JPrmCj^`XAhkDj6a
zG=K)uAbOSt(-0a;&(Sa%P9uEJ_kH7AbKTr9H_a_`+m!p={T_a?-_zVNcg;O>-#jo6
zO@*m6Ri-*f2~vZ!AU((kGJ~ujn?}+o8ck#9c^XUOXgvLlCeTEhL@&^b^b);Hukd|(
zm0qKt(=X_C`X&8}eob%CZ|F_>ExiSEVIItf1+Wkn!D3hfOJNy5faS0PR>CUy09L~q
zSPSducl?kmxRO8Q4ZM*znQMVG6U;<2$-H1*<SMwyTX-{n#9MhAf6Uu?hiqfMGXF69
z%s<W7a4U#%HQYA;f^socyd$QInPRq>E9Q&EVyRdu*2D^8v)CrKi%-N(v0Hp5{wn@1
zz7k)H{o<hc)*Ld&%t><w?uet}gg7nEi%a6F_(|Ln<>D^fg?n%x9>7DWfJ&&69psa;
zBY(o5@=mVdT7JZJ{Fv*_1*nD^sD(#R2alm%M1&(i2obe)LdtwuBs<B@vWx5*+jp16
zvPAZledPc-IMy_yM7kU+C&(A&tMYaEhI~up$;onxd|OV7`Pd9OD^@&n<UF}RE|N>+
zvY4H%lB-3bTr1bhO>(Q;A$Q5W@-Oml@(cN;+!t%31M;vuDw@gT@{~L)OJ$j8C9laF
zvRvMmm9kdWE1|SvWmN;!P$h^PDoLfPbd{kpRhDX^a#g-+s)|%|)l#%mtyNpqL3LDJ
zR9Dqq6$?~7Rf+1QdaFLFuj;3sQT^2bHBb#w&#J*{h#IP%Q^VA7HA0P4qXI{b=H0yK
z|NjVAu<-u(j~b)Kt4Zo*^$LIPIiB>$^SuUMoR{RKdYN91m**9Dg<cD<jo04m<UQ^6
z@OpXuyn)^jZ@4$w8|O{*Uh-b?UNck7G&94zXXcm%W|3K9R+!ahz1d(knJs3k*<p5>
zy>?@u?MHUI-D&sO&+QlXOS{j0WB1zw0S8`Sf-r~=5`%HU#4tHb53|F(upn#}whG&Y
zox`WXF5%N**RWgIJ?s${hdslRuvgeS>=X74Ua|-6A$!;!u}AGOd)$6!PuP?8l>OeG
zwrA{Fd(NJ>7i_7$XfN5zw#;6!SM3k>TF{u!`w4!cbKbe&lsXrkOU`AgcO$M7>k{Ec
zUFj-UyXcbZy6k$c?;6*-f!n|h-G*)>Q)6oV67$F@bFM@yqLtCAXmzwET5IaeV^eP<
z*0JEmx$$m-o9HIFjooB7#Z7h7+;lg?&2+QeY`2M<<L0_~ZoXUKHswQnn2+#LKE}uS
zJ3hfD|I2cDM^{}XaeU_9cV8gCcXQ{0N-s$WX@nFA;3Atuq$IS^S&Cr6LldP2NN5p3
zdhZ=kS#f0rLJN>U8YLkFRzcv<3`iBuS@7(x@P0dhZ_fSey*qbi?!5WjuXDk<==?11
zh`ZvRxK9xj=@h{auv^UY7GZP9fqhVbw_p$Kg+iwovf&uap(u)`Ca{xYs42zDuCkl#
z!3wpza{-Dd4j1Agr-b4uftpcsI08p05fg)M<85j|EvXf~Nq>P{YE5rZ8~Q6HQ8J~_
z+tilcp?1`sI#5SSr8Me9ov90TrEZi?-Khul^p#LA>P>y9FZH9pQGXgh18I=#E&Is6
zvY+fJd(ki&P9ta}jiQffG<`y!(ij>`<7hm#pb0dQGH4P_rYV$3Su~ZV(R7+YGbx)s
z^PTXW^qumZ_Lb5s`kZFd9QuOh(ma|U=nr%qfT#GYgO0$Kj&wXC-!lykJN$5S0vvLz
zugrJGSMEC-bSLPpepe4R3Dk(fNYK00YS98(NQ-DOEy2aKl$OzQT0tvm6|JT<w3gP<
zdfGr6aS3gr&0;=np{=xyzNGE+6@5+L&<^@LeG3a{Cw)i%fX(zh?V^9u544;1&|bVl
zIkb=V(*Zh2hbWg0(-AsKd6ZAb=r|QnAr(<EmCy+~NvG&El~Ng<p>jG)6?9J5(zWS4
z{fmC2pFGn&Gw1?cq@U>$U8XB|7w_SHe4y)CVWst0WxY1lromcx2*=?oScXZk7*lW}
zF2!ZI95dhmW;s=LU0qMt*9~+-9jrrisBWagbYmT^BXmb2jmIdRs?&5Q9jT*qv~FU&
zCcsoNRZXCAjL&ErV5``wHqdfWt+qkdShChuv(@cu_I3M)tzm20TDG>WW9!;_z6u?q
zo9b8{r_*(J-9z`(y>z@z(7knM-9>lR-Ry3=2hr}eId-4jZx7gm_K?lBhwTx2)aKcI
zd(0lU1-8%@*<xE_PuP?8ls#=rZJ9k|%k5cPQLVO~0C|wFC+ZApOyS<~-U;3eQS2Oa
z4mr8bVdsc*)X8)5onxXzoDe6)DREkqiZXFVl#8>XLYx!l#Z_@lTo*UQP4SDU6t~1}
z@hfwp4RfKV>ZN+i2C|_HmLW`s57dWhC=;WbN>|;P7lYLh^&T^%lj^Lx@YF9<MXH!5
zf2k@{XP6@6)Oa<4dGd++RE?40GD1emDCSD0%2HFADRY@DbC@jinKaX7v~0qBSt?^>
zQyDAcWV}p}&17@t#S`^Z{m$%opdPB<m>9&&sP^JaCPsbl2&TqJ?<jd+-sAOv36a8#
zXlo)=jEPiDO_Yi?(JIa~Q3)o-G*$5?*2I~3X3}+aL)~P~L^5r{nKsd?y*JJq&-4jn
z^29K2T6^E}wo#EP(kwO0%yP5BtTe04YO}_yHS5fJv%zdMo6Kgj#cVa(WTI>#|1F=$
z4zi<6m1(k*?qh10nlejH4LTB(=adEIoBF1KX=s8?hzT`~OqgkG!qp;ZpgO-?b>#}E
z1K{4^Rmtm)Kh1rnMnb56gnM092f#+J)}Nm+m<5gC4y@uX7zC$<gm%~z`hkblY%PA0
zzX_d?pax63K!|`)=mhETI;628)vR{o;U2b!nHUD$U;~6eS9k+bU@2_D4(?r;3FmP*
z?Bv}$Fd4$3Gj?>ZL3c=Z_wyM5tzk8+!ystD-vnZ)dzC$mgE?@Bm6QwpVU60tUecil
zjCS|KK&Zg}IKZt7sW2L*!5Y}g)3*}8z<iH#hd?5{4`VR^t7C-Bc6UH4b+KxWTj-tz
z;@@v&uMb4Dr@i|dB*PsKy2C(1b!f&m8n!V9u3$|}lx-mhn)6wMAPaWM2#&EM%;nq;
zVJ7a9LGE_WrX_p;)8RT!!h8{|E~>}w6sX4eHRnj@!FFay0o-SA?Xj2q*q`Kf1%xUP
z4ej`(Suh*E=gJ*tD@23An981yF+Xp}(egHX{)T7J@9-atz~MMeB#CU5@O-A51C2Su
zWcHB?ePI-QhmA2A2k_nvBIAWJk^AHoPlV@@+sZ8fFU0b1v*BCL>kOP{wRwx9>4HCr
zX>yO6?PhYku`rCYn8nlXAkTk=Rndp9VMA<&EjhDH%*Pw7s6s_Q`M%tx7Pyn$g%HfW
zG6;t9&Jpk#d=C4e9B#sWc!;%mXDshb!gMC&Vk{Kp%&mcPl_%M=%CpmR-1AIXb=+U!
zzs^;E;U^BdunmHbU<%jz09yfELWy;-K6`3|Y3yk*euP=L1Xtph_%-gs5<JVZ`w{+^
zRo?=BjpvG@7jsC~lTq>=xmlKaf<2c!e+0buyq-VL|HyURXt$ZW#NFUtb|1dHg}U7F
zNzj(NYb4Cz?3chw*vK{C3uW*l_uaLZRtb;!4*ozdcT+8nC<H?>oK<QP_Qigff%BLN
z+p(D6JC*p1m8(yLutl+AOcMiHA3k{bMhulHa*|vv&&mIJCaVOtohnB?_ErXjRVjV8
z{`plu_=o#f`PaLN+>2iByz2a)YYuO7&!zD#e+XmP#==C%;2KTgif`b~*#)~H7fwJa
z*S;Js!<CouzOcJ|6Hnkd_)+kEDy+ixD)u<OnYP?5LvSeH?JLW~Y@Ca0*w*7F+{*Q>
zz;k$>-*La-Q_cxQj7SmxXS`@*o4T&&-us@Pli1D+#Ia)s`phE<#17#j2__hL#2*a}
z&;$arQzD$NjnGv}DMF)K)vOhRzEBElRc)=NLitcTCh-gzb11Ngpt91yQgt0wsiur}
z42@<(6VQo~c;`JQA=!^@&(?eAo^$R!=bq1dAIBZl(Wht={x;KA`Xky+d+>La{()Y{
zivNI#EC(xmF$=Tru{}&>8tY-dXP<FJ+)A#7dz!n%eS$l$;a6d`Z^cS|h(F9<;4kxE
z;|czC)4Qgm>6VZwR0?%MgYb&*zVLzYrI0cgV?3=v?dQUy=XLTFS4Q`f6iwp3&(rPf
zWBLX;K8XW(6*Xvs%{0l*(VzctKfA$xNnZlsLI!ymR<Qv%3j_S8oSnY~m#7Q=hV}3b
z)=baijm}9b*-~y7H-J@VC+c|^JDWgHAjfU=#%9<+^5GxcM)*70|98BKHjU6flH>G4
z`UFPu=Wv96fM<w<&`uVkc5QgRd;kYXFO$e=jJp?M5Waz-N7`~_Bh_?;$w_yZs?bBd
zq&{_t&Q0CMtp5|)1=raFjQx#dEh&Rz@D+OfGg3|-<3>3*e1es4CcKSN`xiXD-hj*8
zY|Nm0(96o9ksCsvmyLWh8sfLJm&tv)65Z)AD)*CmHO3nJQ>;~b9ksy;j0CJAMn>O;
zD`Xa0@l(?m@D{uVXP6xd*-_esx53|X68r>)*lLve0@kMjJU_n&&p-$6LrUEoJ%TH2
z1wZ&n3u%N9Qfgpk>KWAh7}g>swJG&8KE`|DDp^hJ@EfdNPPF2ie8%W7a`s>zUWXde
z4W~xipbz_slN6GL7)`_c4(#f`z}w+@{)%Y<`~b7|ZS>*|xQkswBCTkPzrwc|>(!V&
zKFpt$s6`F-u<z3tI|o7Hf=;Y~bFgk#qYWC-lh5HQFTq~Sr=!?IuEHH6l1*?PKF7>)
zV4k<4d^4_73meeu&%rUQjxUo_h-rhFP=a=PKy1WMx1&70&c2Ctwhwjs5^iGUNEv$h
z$WjtQ@3q3WdM=}cN~j|V?8&EL33kd58-PE<Z0xSpn4?E<UL0e?1~Xs@{}rL&8(o|7
z(++ly<Y70oVN^9>XJ1C1MJ=*%A0uEVPeR4$<G9*!tYvllQS826><o5l=f1;lK)t`f
zPIeWxrK035A;hk+J6xwyy`e!_v3yxzY1I<{;)?P`3m42Un^)@dmdu?~TvRw)p5>7q
zn>nMv?aFsL^6a_Or{##*HmfBoGs7&Hc#cs5zOWpLOIlG}<BH^(no@l%HzT5X5+bfi
zh>A?*(WJP+CQap3kn_9$!KtJ<l?hHFN&yIz`lPTdX;(tBlq8MyQG{O&$uUVAHsCb|
zyx)MW2zxv@K?*y!gd~l`rLY#+u|*BXL%3WbD>Enu+cQgjkjTtJFbg5gA$KN-V>vMZ
z>IhdQD44CNl;)B{VJ%+{=^ALPFx=dx)zwGCA-Bg9EA?q4*ebVZAXjVIUV{aKh8WEh
z)C5C})S>SNx}}7#Pu-gop(XCMw8?GFo1z+Pj_ERTyeK!MIiCO8`DloXPYXtOPo}z=
z8g_O_`cPGOOWMKu=wzx#f5&3D2F|60k+>Q`(R<N|wd*C6Mt8-c8rg*+C4DFQuG0H!
zm%}<HzE#pP<Z5|~x;2ijaj6=t+vz#!aw)y3A#jBywIM2dv=weS)*LEG<bt|x=c#-}
z%AZOp^(Dldv|$sr>@mP%oeZ>3&<x06*P+^V6P6{qM)E2Q2u*60P?M;Pd-ChAc0Z`C
zeq_TZMsSwah92qAGJ<hctkUuNe2p&@Wl6mU7y<I|H&ZdqV;EDRcn@??kCTZ|L;5(Z
zdA(Xmi5?<C5Pga|E;q&%rM?|W`i|TwO87zZK^@w*IaXDM=J$AX2X`kGXu*NjRUb`{
zC1`P<1f|Ry(`a0$^o>*O8+1z7IAvmbT*gT5!7~hiT{9O={IkWp>ESI^8p-=F<n}bZ
zcD-C%-x!s`YJAMLwGC57X}W)cHU??agHh(DV-R&SgNi}9X@XfFL@gRuh<}q2)NM(@
zj8SP|h!oMpcuo2p%k+5u&q>MD9etMZc{FWIO|8m1b-Z-Sc#3)!m7&615v^@#RMpHW
zv<OxpRgK6}M2)M>$y8U1EQzw(i)Wf*wKE(a_h>S8rrWJW_Qr4%TSyf~D~0NWO!m|#
z6tZW1W3*QUkoGi0Pf|jI@#<J&HqxTK5`bc0sgBi=`aseLc)7wrKS|97zq?lf=rX9B
zfiT9cNdgAWJdPvKnxtu*m=;uI2vV@iw<ftXMH%Pj5NA%~y3*Wp#<<N$5p~KLyyyWK
z#Pp+AjbKA`ay%GG7Ar;00z4oT@PJ2F0jhf_={E^UW>%&H&-F9N6u5o@`DPQ}PuW?r
z5;CxlZv>}TydM||tQGGD){F#T1;XM(d@Y#o$?@bA;)@h;@K9oX4;3E%1rpbXVqjnD
zlCTZ0uMAsW5iEpNr0!S!(9fthnfm7`*Nk%W*tZP7iVXpq*;P=!z&R~fN8LJwUu3<d
z*btbjV{Q7&JVvtUqznX1I<_{M>Qk~2076bsmP;u%yClmwU0NLITtpTnX}OZUJm8yG
zY6Zq+23~X%w~iCV0H4kAwGM}Cuw<x&mL%zwUx%&@`iK0~k8qFDH=oQ;lE`TZPV_Ot
za8i#zPAJsC4GKd774$itYlHS7?A{0~8GY74E4Ai7QG1qL!wb{%cwBONy=(6_tr^*N
ze`K3$#N`|o?>9L|Tq8{`r-54=ZV%l=+oFl@Hw}w{0D=Z|H?W(Z=Y2uExL`i<f_KtG
znh2g1JqxkZo8(zV73GzVS%S%A&voQE@)j*zT)DWiqP)1MxQP637E|HFWj|&Y9xD6#
zFCKX9+=YF4w*35@OlNj(p4E|+BWC4WxRL|?AMWk$KYt+C=5%Fexvci-mV8T&XmMKj
zryp$Mk9_pb;g2sKJbI<V>UcKs>Kb33)nYGO{mOf_<<6{;j!TCQ4-6bUbot**S8H$+
z*A>3^?n7E>SG!uhA4byZVIvt~%aX905U*pKU>666HU!g(f_MamBp!z*G));oXk#F4
zp#(BuNJ}O_Qkph^F$hQtbutu^b|};Q=uDhx+Il8!XEaPECYet0(sNf%i#5J?b#?CD
zv)?)2ch2TT@8cs!7q<9ByD#6f@9@IB#|~XOT4Jmtdm&#`)UP)TJI={u9(#c76W$=l
z1P+fQMjV%1k|=_0lUue#EORXkK)+uXbOkF*U4t*vL@iZIkgW=QP<yq#+T4UnfRl%}
zz{jbm@Z6phaw>@IUEkc5YI@|W`O>GxDf}R}G27L#{6}vYSByU!m9+~Bxrgv)&;;t3
zzI+D2w*k|)CAwB*hq)bcMP^?n2ZiJ0=K>4fxxhPMm12p`c;#G7y>df7ilWryTCx+o
zn=&0UoxICCSD{D);Zz7jqTr?81=crr*4LcFi;Yvpx@>pH@*keWU%?Id0n<4{GTt_R
zYq%(K%kO-GUx$|7j<hqVhqp5o?9%N~p-CV@KpccSKd9U;^;HqQ<K4-C(SlXw?(S8q
zaNeA{yUU;@sQ1n!Gsdl_Eh+BR144+8@JV5|&*BexqMoFGwqUX1&DOdKww+eFdYDFe
zN%d72o1R2^B9%vaCJRGL5r%u_=XGd#kAMyY=cuw4(TGMZ9lIqg=`K%R3N+sOl)CtN
z=E=TlsdJg`)AU4rUZaO-^bn06GN|Dpn)L%<XkPSHJC~hDzB`vk!Pp1<9|e1JhAng+
zgIz0qGrMN+?tDfs<8(9@i4k6QC=S9W;>kGS?V?Q-M61a19<SR=_<%p?5BV9MU<R|8
z;nSJf8N$zUYGstNzz}x%%D91pA?Bzn<G5H~Mt(0`WiVWs?4(0_=5HGs!b8|?aS#BW
z@~x1cS1h*VfQ6hwzsD&por=#}V<j`zrfu50wEWZgjj_yqEr0y>(|>5{G=9(8Qi0Y?
zAQ^Pat=U{4&6DHrpL}fBLu*Q1LkC~`=={OgUfpqV0<XE}#pb9#ero!r@p1WqrfBO^
zG)sm-_E$qxeQ5jJ$bo-}3&@I(oz=c&8MF}GA(<-{{BIOTUVIG6_zQSTDIhN)x<j@i
z&T0{1F@mYC0_7ZzetA%SOJ)=q%K^XRHv}Ooxq|$}hyP;Mj7g{%rP959%5;fVjdr!|
zR`oW%1-g}iG<3S*SzA1@LQAe#EI9Kiia~vn9P%#ci%b_2kMsuB=4eZgia+Dl|K}H5
zx*L<ph6T@&ODpEaqKQfRL^*h(!|+65^bb9;gZzrT$uRZeeumiWHakXKNIl{`<0alO
z0iSGkYq)|}o>k}iPWp(ig0<6FwbFF4OHfpp#2E*NMWD`<9zvYL5pF{LlN`pE!Z;k9
zC1ZREV;rcvfS2Jth^FggX$Y7+)HgL<nndmG)eJO5y34A2rFN_CbHEUgVUXI)`~wi+
z_gcP!g_);dWX>VQoKJ_H?WXOdv#rgkwqf`$Ios4W_^Mn3$V#XbixrSs$eUQ12?S)e
z@K6Mb#d$4E|Lwow!B?JNG4gP-II-u^6Dxby8gJs{V;yNN;l*P(yJy3TBhux{%GY~-
zu=Bhzre?Y+j@`ibQEm~^aKD~)@K~?~Yz?S^Vcj-Q$P;E-`5yip$JjX>4B5hLodRPW
zi-Rl!aD7u(kmg2618!raDJH#zGb&;+TfsNas!`?=L%>iQ#fS}7@Q7}cT@e>?O^6by
zkgKEkh80~TJkn4dzNH6sYrpk~m9YjB%8lI`)~H5kfp|?Lra&VmK>(`Cq%sAtS4&ms
zM<}$qo6!M4Mh7$*ia$dmVd7~Fnb5NUHCV7Skh3!(FlR8O^J%weZpjQ(OLUVyOQVNs
z^iYi+s?kF=9n3UcwbyJj12YvGIaMExny(FneW-+=EDhlp6SJ^BD!FW2qr9)No>pHd
zy@{A+!L8)kwbTD<!2=f#{@5@^jt|_|k*V)rHNP=Zzhskf#Fz>dxkZLCEd6ZzJ6mpU
zyRWe|bAPlet%%?G`pF3ldc6qZH*PY!9$nW3H-p!CpY{?P?W;V{6Q!Ai=XV~a-O6cx
ze}ofKo?nyqpfK%+Hx2=hjHOZv;vyj9XB0`B5G(kvqbNArUm@4V<X|L7f>f{VZW;)8
zpyA6vfL2#Qi~ByObp^;hx2jYpA!TccYf5c4l(e}Lsc@(+M0hpnNF{Ar8P9SC%P1<t
zRotE`<B%&-MllHn^rdWO(wS}BPzjU*O1FbppgOjgWsBA=Qpl?b3_Xlm15u&s$&8PE
zxHaBb*Kz-W_n&xg)0Pi5e~4c)u2~D&*qrRb&P-1Ow?3Tx$@PP?1ouamUikRCJF)f9
zB;NVY=_hvSy9^_r+;|kbH*`UjS_o)XxYdAW0_E^xy@3%~ms51Ry2bUWXHu3Vp66Sd
z+stk!-w%vPhY}~G6N!rTtXn+A)5cr(35-WhH)|m==|^I|g-&cF8>v;xEKH|($t*|z
zOP7#d$e?zV7n!e#{mIqhCUHCBlA<K#{D}k-Wq-0+L!OYR%L;io=@${pt2vxVP$Bk6
zIX4*M1f%7oW?4$$9LwKzv(vm3no+q>g+Y3qr>S{DXZo2V48sKTwSqh$H>Gt!%BQJ?
zW4C|>8f+oZLW4~Ub2T$X8>^w})O5!5z2>^9Q*FbJY-ZT8rI!C0x=dHqHj6{Kci5r4
z`!4Nr24-3@@BiD6d8rvbz>1}4cA{|&0_$aXvq|;VNJ1{`9{l2iYZF`dz50z$u8rRq
zdMBA^P4{-L*f1v|xuZ=3b9>ehW5d`}NB@3h_v1&qo<02Nj_c>1TltbT_r2cdy9=up
z_Pk<T4g2CR^sLz0y0J7)dz^NN@;S4|X+W3tkc|m4X@)r<ydhMCt0LQF<$Q6@>WkFl
zizZL3cx1G`9{rc<s*i2rJmc?s=ex5n{<yP!=Z~|K^PTUU<op#I5&|Z1fwp8-fRr)_
zi($aZ=O77Xp`mQeC`*7!gaR5Lg)&VAvP~*fX(6FgX)~lsV;!wVKQ>jgNNqQ?TH4g8
z?M7qvzGp+(N%!3Iynk5M?|FaE@AqI}^L7^n9KLr!fC~@-%ni3ESg(Fm^)AGy!9d+T
zicFdesR%@wBLB~jOi;JEBbr0!H7OVhhJz%n>9SK@4XU}oYN*>#rr2v%!=M|5C>y(v
zCH3gVG=T-*^cJFtuAqtmbqij?0xRAgdkcZXWNAI~_aUieY5Mrv-GA=he*I@}mo~yW
zw%(r#)Mi4lIYwJ76w(j>ZND72@#f&iPwgp{PQPDzvPkUdS#sgz(mK(Yb*A)BL=uGG
zIpjINB`1*Q^nuJc2%z;V;Py<T+W=#4b62^@He39%0EK}6!)qoO1tgSrJvnko_qkBd
z{f_kerVU-SYF@>ek`t@S&UDq(*6%zj1a)BCvf1)1puwKJE>exuQi`N0sucn+q%25j
zP>%ONiY7=42}moAB*=J$n1B-$N-oL(sTTk=-WxsW=I3ch2dywqKqA0Ay2kv=y*X?(
z%gaP65Nw|+7K<idhpb7zVL=oBUV_zGgVUh^p=I;!-&^K=J4&{X!`D0DANG|_l};nX
zH~^^g=*C4r6sGfs6t2qMx|ZwXwyQ(jp!!?KMUMHUW7I*ws7e4uRU@pkD$M#K{;;nK
z5t6WmZ6Ys(MRW^*B0izII9UY|E<!|9B9h=aFVAx-p+<;Wr_1Yfx`;j}bh0~m7~wgW
zMN}ia6Ws})>QbV$2tf!x<?@`1M3$3fZB~~E#Y=D(P+>B!%4{I5_vi!quk?5HPtbD6
z>9U^J7on2_`gxrh-i+|+<qDG~C<WkeH9>041+mwg%JI$jMq2@S7;`{aF<edr7fK3O
z3~X_loBe<*Lhg-nEZko(TrS7ta+RTBzz9>`T9IKyRtILGST3+#Hm`XMjkCu}k>*fR
z+E|+1w&FqfnFro_D511W^+*e4ktRYL|M(8vwR?`yEOAy%t6KBCW#;XX7wT##O%u6l
zx5qZ;OZb;k0%?GOdgVlpNJ1LW0GH&SJL-e($E7}^FMZbkyZEK*OYuK3A0_^iVr$_H
zI3Ko2ONdVCabl3zogRU2#jnRdul|SfRrNQ@H)(#pRo6n%Xv`^xZHnTO!(K&AYt>{F
zB;|BNJ<zJ7Atc1!P*T%u-e^)l<gHIytu`x=Ihl}e1Wvjw!ECg_6|0F6v4qPR$YjT$
zWi&E-ncpxLOy=-}!GmV*vI`)|C5dGFt%CG&vc1?ji8sw0SHv%m2T%Y<a|Tr$Ch8IT
z5r%W-Fxq$|8HtE0`YFbzDY{Ri^|+>ratbOq7)&w+BmO83DmqgWRDBAKBrbPXy3L_f
z9!uCjxp$;*B?vukq??t__+b2fhBnmz1<_}kS7d4LZ2;3FrlX}Pe1Z-bo@cybwo;M9
zZ!YM0>PYF6sf8=%O47UnvG3MI&;F^K`-kQ~y!#+*YFsolf7x;3S|b00=Z^iTUsGpn
zA$ztoE861Ih1JL0`EARWKaqn|Cra&^#-@jd7Oy;#!?UF0&P_BvHX&Yy$ANffVARG=
z3yqb(bmi+n-+U)Z>_MB<=xGlQiq8gzrM)5RCVrE<pYM0?<<HV1j?=!kd{-rw7J)uj
zd>}L+{=zpX?G9bEyjIPo^z}8{={`rFH0ZhHVw#-1I~oSdi7<p?(3?kT<Tt$ANo@?1
z&W(Z%u1xWe5BBI#cWYb5Va8lL<}S<ITx<<Xu<e1sByRL*IV*N9;0j+A+CMFOi{|Dp
zCJ~W}lSP1+hesCoznrn6_D01J?XaW9T5XJtpe5ZQvKpX6C{+2K8n6W^4VIf(k6Q@~
zy#V=GbEV}~yrt2Yif-JMCIO31)O2LojA_T3sHL&^zm7hAy`i=1%87yZ`nG<3`md#P
z7q7z3iQ!XS0XfA`n@aU#R}S_a8NX0^?^w^?pKRas5`1WE0(QO85=~{Xx=4tBy(a$*
zSe5Sz4j|xF95@^d9M*Z(``2m5>&9xSb^HcY9N~|OFM8-TPDTy`MX}0Zr=o_EE+?T(
zmn2|yCqk}pO_&I`Sknw##6ae!@!7AIwW$|V2yLneTn^}*PU!8x%X!mY(%Xn2MIc|$
z+tXfXR>jT=rHY1826hDo_Is+q1>GLrL(sLcx>$XTq`#{OS`>VOUkC^mI;t6*uEBa7
z)F28mPY4GCof(>-X!p^n9zSI^;W9fNLtG&XW{VF?J#xsjO7dQFt7vNEIjs6pVpglm
zCeCe65G%ht{OW662QTlN{mgRCBW2Gnd-Bl-*3Q>7S=d1CTt6+Q&FLtOT^s)Q$(2F7
z<<9LJkLj#y>v1>_QYUuAYfQBTmj9xDG{6P<qG$=&2sxY1_GAxaM|>Z6Kk$9-``Tyg
zXSWGElY7a7UTQCUlsw8F5=O`omX^H_3i<4!Y(Gh{B+C+6ygnVaoUpxUdC7LhOW7e{
zI_&nV)-WT>VZWjn9SsdP<6(pDfbc36rXzB=PEjEZ?2H2loInVo;T1&E$N0oichcWb
zTL+VNyT6X`TWQ9{EM$mQ6o#2|%r)j?hITRC48dfw=Zwn+kuqA1g~m#w+j!a-HclB<
z;~7ru5f6x@7|ds37PuTW4#LqAkpr2^^)N3-g<OSRG&2jmTT{r(RF)pDSj<)QuDMV)
zzXl@S7l50peD0PcM^z-v=q;cJ^g<ptG|Q_=LglgHHA}LrYi6TO2ZvgXxrZ_$DgAsK
zr|b6iwW~bSW_G;(Sw@?E`^Sk{(V(-6VkLb}!qTmWH~etMaZ73H!(YEJHFMkHY-v|d
zMn3;asY4T-ihnJ+vrACXr7LwG8mM;vkL_xWjpDfDGjs2~$L_t?x4XByv$yAa`0gC=
z9X@016JU@a)TT*FAXq@#1cFIxyDCOd8Y?xJkVZ0URfCc$P1=$~NEM<`j6_?aK!gfS
ztUf+8A5yD|K&nKP57bJEeeQquOlqgKbUQP<Ys)vk`Mm(&BH()#@NL0*ZHvq9;aY6e
zyUFWtI-DGk!IrkCxwJR!>$Pp*dcDtZ2f5>1;Ba=Lc*%Z=d(ZwJcgKE*n{~``T)?t7
zMN^`brnk1VOp#1&f3uS2-Pp}Q_9$)y)Z0qPEvMp2YD$V4ZkH=fe7%0si_^b1v6(nu
z#6^Vtd_WD5K$pTJ6*QqMnN*qzk!VXMMKU-8?I;xqC{=dDL>V(hqV7WRDkc!H)?gQC
zB@`9lDB#n1zmvIM=RIqIEkp&VGk|Jm16Nqz5$;$oEn@Yr{x6M;>r4w9kXe{94mLoG
zE&(jP46c>UJBE9Gh7o>ypg9g?oL}95iV@R(C>!|BbDeJhP=BtBJ~zMZog?)<jE)ac
zV)Ocu7sn(XFnVlZ#+h;)Kr8WqT8tAMDVrI{9#T)JW2rIo<?M+ZXDoV^?@Qj5W8Sq6
zCi`6byd&O`)D_$B>{HImsmtlhIc~kNAzRChXOHI`XVR0oH=RFsz2&`O-paZ*1;m;p
zbPtL+c~cR0(l`st5xDbw90zYIacZnwVqX;PXni}MRI#A?<Dy6%<-E;brXCa&f+X05
zlZi6>eUDFQD~B>oZRM-@F~I6ucm`Q1hNTzYqk4$PN-rME(DJjLTUdm-XVs@psFfH#
zNO<UNd8Ui-0a7s`?qNc_Ld!XMFKoZroB|PcnLfi~qJS=}#hS_s&K#_`X1|Ge&A%48
zvzFh1+_DI3xt^uBLzdt&xQ%oQOpiSDyoU&b_kj@xopxw00CibFOpY5Kc+6Z^zyI3l
zKRmwkk1s#6w-W1l#2`P~yjt+QP`^9*&ceH^Hej&4r?<A;2+6GxFhqL&_PP4|ufJRW
z@MJWC6Mdz$X*$$YcvJmO$LeR#4V*lOSKzaPdvmthXg`R20(@1`$y!0Lt&+PrO(B#f
zG$ll-q$!ZhyqXfEMkq)Kb|-jAm59{k<roCw2BUk1!>wG68|1EW_FZrxT$84=hmxeU
z&FFYgzowH`y{7NdNA>ftaIQHBVhGBYXMQ=Hw?q+)u$%1};|5sQ|F9s+x+mKu#uD<$
z(!)<~usQDqQkcsQd}BU02J^-@b?t+1TEV@w;Uw!!-X!)Uk0eQJdrzgW{Y`WeIZU~N
zN6?5oq8vx#^0;zFc}w}H@^8gA*gn%v)Q}ohBSK0r9ejun^AQO3rl;aux@E-<B~58#
z%hV3Vq((_o$`lxNqP7kxvW5}L$Wla>B~+;(R8W!;MM)xDQDmEn6R1*#=9o4WITUmw
zw5nYa5;)Ptec=7Omv|HH*2$NXZPq{3&iLqw#@gDGYNk|V&w}h(ai&PF6{jJ;H?3-)
z!jD71KPXP&mSc<_{nnO)T;+%JOt4`0tt>AB2JDAj7xTP(yqI@D-GWiHCV8<D%$b7q
z53@jrhVmFMhi9pXVFL#v>@c%?vC2|NZPR#=WLi2?O}sa@zS=V1*_h9NCeDBA@Nes{
zw+0Gd$#@Ao%#$2`-}Ze#R2QF~dtr&R-FuL?-=6FFW_(4rX=1gl<bBGvWADmllbvn_
z^7tfRuH&H#p%9$P&o20@Y^aU+s)8)@f~+XKze90bX8>A2rN2E+Dd|vL)Cg)y>`?>h
zf=+aBAYG8-m{*i8gd^~06^WuCAHZ0N>u#_dMB*_w@4+M!;Qe@)AN!B?8Q2hl85v2q
zPr^w0HgM)BwGO^;f2e<$0kDPng*9XL(kQ-6mL7I0)^*42N3SEeDK>g7+xl^#^XT<)
z;W}n0tb6hbLJQ|>`EVKW0>26kYlHfzHmaXO6a0iWp<hH7b-!J+>p6R~mxgl*r!ckf
z)P-;vhO@PBsBFhbh+sjOz(14E3+H7wVmb(#wH->=CBYq$y5ZHCnkOW7BX=O&jiwep
zU0m^zZhmUv?yun;7(cuah<7)t8_MUmW6UCl3#c0)(I7hpjg!F|S~KWe8P~~Ajn*N2
z?Q5%bIyW%Tqt(^HCzbr#F2|#Dm&wM%`3_>5UZZ#SgGu|db8me2s{rth1Ge9$DwLSu
z<86>NehKI%fQBDjK^mazt7;70o!)A18c&L|@mcM2YR|c4gnb$yOR=Unso`f-HKbw)
z6=m5O4ngd73p&<6+8rB>y#@j9WC^;G#A6i`T<{~G;3Iv$-9F+wYNnSZ14gIC$j?$8
za~OcK5$9kd7IPYSNm4Z;2{GOjCr%@xm#~_E3yr2qSc@lF@ntc6F`%=B#iZ!6Mys(x
z>vGzH%o?D^8YC<A?EIp__Tp6i7ZZE#>cPWfV?Q9z)K9R&`rqn0{p#3NDw5Olzaghi
zPyUd#qcpUmzrhX~sDKaEx}Qi4Cr(FgZbLLSCpO9(=^ptT)D=Pw<P;o&)81OzD~(7a
z^n`I+x@An4+-G8cNqjCoXnK%vl-#~4^4E*j9$OQ(%`mA|*;a$tNdj=7V9<zR(C3Yp
z3}T?1tV^TxV|t(31lmWZsco8K8qdkpNSj4z3jd=PHxP2B3dJyhr2R?PDFw51gTY`2
z1OSv1awPXre9A^@F<;6A(l27>^Yt+v7S~+CO@NaCLdQ}X<Crkd5*u?IYX$WSR#vK;
zXX%ddZ)mu`8e|;oXC&+ofbxl!>H&~ib4w%<HJj2Ivn7%%;pPNf^07h*XT@|0C8RGZ
zSHu4M`+-PTPzH{r*H_KEeN|ZuN4s!?B>nKl|ABf%46p`8#n8m!Q61Z?sAyrX0oL=I
z7BN3K`|-qqp6}reH7Q%EKT+Sjz53G0-czrW{q?cs=&!$g<R@S6QtRdIG1X?0{p8I2
zuT~x#c;&}TC-*PR*mcJMs^UVeDz<LRj_5XL0DE{>-q|Yh@qB^L3)x_aYX2d->|>ia
z?>K(X<2&D-FZMlti_b6d`6YIIxxD)9B#w=9K%fK?a5g9*tCy@Blv2^e(MSbd7dl8O
z+uD^)A?uh%g$5MJ7U)X|unD@2YE)>=e`V6xP>K2n8?<O?Ck>M9dF-$kO_6<%PEYRS
z-|zW;f1j^fS<_VAq&}q_R1Q|3N=#Q@OxRQZX15OAN%e|NauaMi)rhBBZ=gaB$UvUP
zr)#ypm+~MF^qg`ks>nq}K@@$0Po#&%VdaQ;TzFUbooG}QQJ}+2ve6JuI{6Kt4-9}2
z@B_er%~TZO1ThVeZn1gNx?oPEMNZ}*hi|<jH`cjZr$OpmPtjt#X7A<+^I<{GmY~n-
z!eNW_wg`Rsxx4uy_LbJf<vAl<xv@tN7zBd|BT7`=Av`Va5q66&DWmF`I3ZjTJ`g?-
z%~Zayg+#9c$OAh;_mI(vM_lR8=^zwWMQ*ZTt5&`w)o4{6OeUJNM_gz4ji6NA-oNcR
zXN6vW`rennwD6DX`q1MIvZvJ+iPSteG&rhl-+$rQ=6mn1$kre5di-Y0cA3*3?tH8^
zTwfR5xNH0Nmrj4~sdU5?NZq)-r@NuId-+%P{;coVEGk<bSVp?K7OT4qt2;nVT%baW
zSKgL9i4b9gG_oZEAstKZN{DX23kYtq>_gl`DNunzAwEzcVtTph@jUcb$gC$u1t1bR
zY7menSL-3Jgx6U&l0ZPpNv}x;DS%{5#W{IIeodz3i=dj4;4j|}KHEdohe0oc@CQq9
zZVC40GmkRuqfm>Xg0M1JN<9Cch>DOAwlZavf%WatzOAm6t+n&5CHi~vV0N=B%5*Lq
z8W{-M9^Cm4BGBcn-G{*dsYno4B#tZM04`ks$mVaOqIi;(lcF@({0TD<7)q!BR)Lvh
zP8m<4IiBt}4jT_JqsB32%y^PHg{GLZ#$TaJ*0QDZBANt1adu<5Q$RdQ05Tp0ybxj(
z1Thm=JbmO>VV?5p8q3-2g1roIP@n*SR$m*aH3<$AehL)I2FkJGT^^mwasAvNx0hqM
z&D1pflkRbFXL0Z~QDrfQgMtu0*wJU-XL38sFOu{F66bc7!q40+c_a2UVqf(DEzITD
zuiD!FNr57EcYx`t!wi9`!diq3fUcoy#p8^Pii8&s#Kp#;)DQ%?+!n}&?exbFZv%L~
z<GG1oRr7<W!GCR6WcBmiE*va6A5gB!_l_-;GmtfR?R^rwf~U$8i+?x#+3;Jck;=d)
zbf*!a6dgdRxSnZGd@uPU_DIr@B^CeLy5v*}e49N{JCQkG`+n_>;77GLlAqM_Np=;x
z*1p!&k?e78<Ho2X$>U%OOmSrz3-)GTr+-rW(?*)g=CWTe@6Qgo4m&5o@z%@WR@TIo
z=d#~S8`f~pX>-Cfc}t5c^=TT!HIC<4wI-(4MARB3qn*(%X$D$brgdpAXs>8TwO?qz
z*8ZT~)b47+pa!%wH@$dWALn_v$-xD=t=uk-hFqHK<o0j}xue_(?)TguIbPtrxK9R$
zjWbB*sI1~=E8FVRYhZkw%GcLJNmtZ_D9KWvG$0+7CZ)>~`xohN(nG8mNw=Vc1Z5Tq
zVvSr=U(;4Y*R(4u#fTh%kvkN{OXT(Sd>cQ)U*_omzCemcSb5Xnl8*H3-YnF!{aKiO
z(+Qkj@@r$cSlgl(cvY$yHN)mOqlY7j0p>FXHZVGqWBM7IaW8AxgwsIdC~?YsLG8L*
zm@BC7<*`8L@+2MLN%;k_%{E&~t;ZYi!I{H6gXZUEQOQV$R2%uWmT)zNu5l=1$z(7)
zf}xTw-YJtRBuM4A6o+QKrPUWUAp<Q&Dx$%N5KTobeyg7<3-ErNFk21HehT@_eqajW
zuNFG(Cq#tDD9V%q2cD%bz6gd2c?y3(LB+8{RU=01wb)i8#9@g!5Ff^jRJx1ZmKbu;
zMdHmaBe`8=HI{a1aoBO@<=l>GkaX#><<%Zvv?JZNY3Ta1qeom8lf&%s`s2^E=Xy=M
z(^WxtZT!3APj7hU%&TAB(X3S1B&V##8dr5{Yxb=!tf(Ge7}J9&BCTDyZVaRz>uzeU
z3wsG)sf)9;7yFHissi1*Xj{!uF64qha$759*EG1Nd&ANF2G$=H1j~>pBEdyb2s4n*
zdTa{r=UeNNO7Re<mnCw_i~<`JUCAkf${WgA<%+^877Hc1WjAzJTWvZ54M;~hbOp^|
zUUSFR7mDOlC;|w=1Hc_5Fpmd8pm=@DCAZ-+ZXvdusz<o>YH_Pl+NvyVRsL)17fXbT
zW{b9Fupk^3^Q9hpBD9%_R7SlXp9dQGXdn`yLsg)n%<ZSl7TJW?VPmukc+7r373BO?
z|I_1Y(&LpqdiVuqkRJ?;R37F|GAFq6H1{2Dl!qhqh-pL~i5zCeD~%YN3i&O-N?J@B
zUTiI%42e>(C?(D!Fp)_NCWpV@f4YCq^?jYgsUsoQq-tQl(bSpNIvSg*Ry@vh&d={D
z%)I>iKle2>ZKaQQ+kIXbng97h|42C9(K>PKqg*SQ9_trp4Sm?x!qk0z=jTRH$%8HY
z3IA1iHGBiy0Utxw#DN-E?bs}D<DZg;`C-$Lf80J{pKwgWi;gM(#qd@ChY>3UoOa4!
z@y$@T@EMr_w*aJp15<0z?v&ipXI5bSs}vR3;2K)MG1H;~(ulabja+pvZ%v2*yaCSQ
z|L{ykKE+-k`eYyU#o48O<T@2o6EiFzOAN}E1naJBd9}z!D)#v<f=4*8U=?-E4i!h#
z-2%#BJzKG^Q-$KRLf7y_CY8pzixl;P8K#-kyri+JBIgi2l@mcV8FYEY)qzX5wmpC2
z(3w>&=`P;ra>)&$#Kw;1b&WmurEl#9p7$>wn*3pJs(t-8+T3of>*)UbX|;}MWdqjA
zDy$Vh&LVsC@Q=-JnlG5om(w;|^S`LB8rUYzGko8jbGDPS@9gt$oZR`&XFK-UJ|{Wn
zKlVqmq!}fUiSb{z9Z-}O+9Yh0GPLp2mcLE~iA_|ZRRfd8)M+AXXcw3!GELposZvcV
zp{{76($KV3O3O4rlU9el-`UVDlHd2cFL$5M@B2Q_`@9ZH5+ph(XPu7Fd0Bcd#@m53
z?SP+4=sYXKV#}```b!+=XacGE1P%xHDG8q)j-n`s016Sbh!CPfX)Azkh!Bs~AbJku
zOtVo#8FBLfGUBlh;x%DZ40_s_HE2VISr8MvU_W{E0m>?ZO$g_D4uu}lD2XXxNWWLR
zTB<1>kd~w!3wM{kLU+qG$UFp1o0@isT09n~S#P2(nM%^EJFbd}B$al7iF=eJO7eQL
zJ|F^0(iTdLY1gzktxl)sj75W;b|3IQA3PA7PVLVg37*Kl<~kENoB3Jb7nv&=_d))+
zhbCDpZ?e#B)X;6z(QVYxO-|orO(OuFpueF&5}tfWq!zYf1<}g*gOqnOAF+;X&+?u}
zrbg!{zdiZR<nUy_lgkesUAZ$JiW_D&*tT&ssDuxm^(j%CGXCTB#o5EZJ@e)F%@wG5
zXP~tuT|M%uPk#N}uii?CCu&u|lmTOYDvAntBkO(CSN2W$CjC!^_WA7b#tZZx==VL>
z=xfX;u21~`V*c%FJm3eu6#eFUW(PB+?qv?BFEU5mpS%9<ccvZp1IXcY>ZA;!4#rV#
zhz2M$8dyMWmm&$#-mrkAd9KN6DZnPkZUBc>Gw?J;5JZv<uqSb9a+}2Ckf%U38)`{?
zLj6*;snJwz-0TqQ$g{lUt@%XWw5o=Ka;gYO2rG325}~D!SIf5u26deji>?n?D7;f8
zGwGf3Ef8iiR)s*DY>kJ4;ULYncx8!d_5~y)c_I=D`oYxdBCQ`nWt}8>1}QZ();b<Z
zpcnFIHy?o2&y=h8otsC#GqANsUA3^UvU7d)tyiyo5sUj{rqYk@UfH#Fcthaqq1i)M
zKS%z5oIm%1?CsoiHU^;>q9|qv=EN-0@nhIPtSD<V&r)`o73{XO4vIGA5nLSS1;W<_
zp3`Ledn(do7BCx;Bc%v)5yVMH;;<iO-7jX~7U;)~1`fJQydfJm4aNZZi$azl4@b<9
zlu|Kx^;F9E^kx=iuTxa29`rO<;Sqnm0t|WG<?^OD5_33+cx<FP%qUmkXpk6Oo;%2$
z;$}IP;sowVYgyrLb9OEqHSz|XGybGpLE8~afr6e{eTT>!phf6$Gq+|y3t6kb3HS6n
zzk}=%Ee)Y2O>kgfybAbUA~Y(1`~hIwiLYA%aiXg&NOi*;Q>0;rDRdT+=GP=j7`4`>
zSbxyp=|?wx(e>3omkPdP$I!=@_U~OeXb!SAP6)Op=@ZOIb?@V$IHPGOl3zt1-#TKP
zT70Z0JJh8(TRgnKk<S+{?%fJ$qQ;j;nHzwlJT*wILLcJ|aiNJXW#UJj$FiqW@7OLo
z-%h=oyRF^*Mq^{Av%vPU{n6D84uEaSnUZ_tG5JT1m(ypR7qS<IoA8)6q_|QcfnxgX
zny;908C=oydg*nRl5d8RFJf<R5hs#n5lb={f5^-i5&8GLH)IwU7#sHcd<3Yz*6uSL
z*J{uVHrh>QfoZ`U)N%V6!#<K|<;N_*c}v9OMtJAw7#bT3^)1}5SOo0qLwy~g-F6!7
zmhH$OJ&s{<Dl>%PAuxQ&7()DzJVXzTDFWFPtW5#&f-KO&0@Hwf2{R8z(I(<e*`!UZ
zB=ijVJ{fj1xGiO7h;ZgJQ<;+)W+GF`(3!pCAe${c1?assK(a0@k)f$>tL2%mpi-8s
zZC$Uyd7!EffI>Ewh?K4?V;`0kQ{S|tmuu3twtbl@!tahl{0Jep$|le;(bi;0t9$bC
z^jbv)LRd$NKNbkq^-oeIq}<uvVQtt+X%X)3t{GxGJM6W4I;?_YYMr}&m7w21{qyZ&
zXzJ=pc6WBLyZFnG*33+<JM{A(RyL13e)yU19(m!jx$?@si8WmV6WQpV9ZK)>KYis*
zKJqN{`g84VUH#inuWjg0X*oKFUtaf$(%!xypZjJQ?;bgvZ=Zeo`1{2@3qP59?#=lX
z`TzXWBNsZ?t{e_~Bw%A|l%i}s(D^gy=4Fb#fBWsG-kgQuM+;`dC{0h~DmmKT(7*=R
z1Z(46luBh}m!Jw6)_c)?)lEkbC2F#Jfxdw~YEqNcnCjGIS1i_|$;tx#Dc%-q)8tGn
zh9dAN72095tBT@wyBZy`6FJj95i2W7A|83f6!Bm|#KZ9E?SqSaJD6k}7(EL{)xbb?
zi&*fOABu<<QB?d;qy-U)WF+%0=8&A5%h5(|ngpU)AU|Xtj<P(QW_dW!@^F&nGdas+
zH-IBY)x=!7Eop7Ri``BlBe|HYBpI?b-`!_g9<XD1cq!{vXRBf+!`am}K|%@(Dij#1
zJRsC(C?GZ%@Cds-{3FsIxD0v@5Lt-`Kx>;J1cu6%UQh^vn@WoH9X_t)27Oe!5(6%{
z0?KvcFb^gol-#6v6<_JW`I`s{qVjGiSsg0Y(^Zq~Fq8#>5W9f;Jl5>S+6hVi&mPG5
z-;W<0+4zH0+u(AdBkc9+k+xMCUhH2^^oKpkBB=JiertI9(b?tGI}3JAvn$O{p>yBs
zSGq@*o3@8lho-U7z)t4fXG}*NltmguW~^Zs)kL*WH*i2Y=n0m159Os=WRKt#TG*f_
zdx@k}U7GA6i&#jLTYiJS0Kw0~ul1N+=0z5<m_l3&>-97`Neo(GmvRbD+KHJI$MG)N
zMZ40WAco_EBp7`K;^w0<)AC}_^4Q4c&AA{t8AR4d7~GGg35k}aC#6|wPO=$NNjeFO
zMd>q%ZC$+x!~==DSGLHfmNwzeQoRqAmMkW*Lan2(J4=`N|8a(xCRS|Tg7N0fALNFY
z?M2C#8*12PZD71*xxX6O)@{=?S`BWaRaipY?*DOl6jh<;H&N}>U&t7F8%u$ZNp=30
z@Uo9>;yeTRy?6H6@!5V~U(WHz*>|?@Y{$NwKfobmnEDJXF&_!hMp;9ZmaY(KD$^36
z>i~5LEh}B6DO$I&Ka09Q_VG_MLQ6VzBNb(Br%6PcO6fGIk(NzRE!zHws;O(-J@458
z3YBI>_nhzJjr_dN`+I*68ZV8PkC%>@Uyz<DJyV`7&6XE7E^QPx+Roz-RG2a;vpu?6
zrj4#&3xAaQsff#7o+c5VxdfS`$qdeOoFy?bkrQ%Bw&W4{pgbW@%N_DO=bFnHhMnio
z7v=e*9)sQs_(=td>$0(Au#7<r)_8-x&TL@+Zg1(t&f4vak>%#(3c%SIqlsH-XKief
zxi@nzzI|@*)fASYby{Y#fj&E(hpf>9wc3HvKL#Q{IeF^It+`AOVhM?alDr3T$oR7J
ziP0L(Zf&$#{dDv5^+%2#8tkc?rk4cWS|HG!mbQK?w8Czy)QYY&uy6;k@Ht>%0sYh3
z&L)EWud~1P-(YXCpZJ{dj;N4{rBW%aFZQ7Cknfo9slc@F2l5Yn=kPi5%jgB)MSO$Y
zBod1`(h-e{-J-L#w^&J}<a1K4R76S~JJN1bEieMWkC#HJw5oUM9twfAt5>hq)~?o8
zX!mDtI>oiBY#n2Cra*L3C}~cNNjx4?6hA^N9955BP(59-klK~gRUNp?!l*$asX<j&
zHBHOwYC+RD=bJ1T+XB2bp!g+tkzo8tJSM?d*r&u}1p8U!E~!j`@pSP1qZqvWLi}L`
zJlzWGy4Dr+d|3KdiJdB;5(r{&hX?(oV;)V+<vhqUk6yXpKT3Xs{0v5l)fF4TaW&4y
zpHdVRGb&yC`FxHR3IRkGa|^k}+)~bwixf+5AdX2g!)TeRADAET683R0xsS(|*OpgT
z$JYKqR)?wb!G=qPFET_{SHo+|blD-ACimHb;eVRE<v3di8)Nirj0yCIsTClyz}UyT
z&xyP0uAa4z(2zmt!N6kx#=cEZSx{2RAkVv8on0*$+U3T%g7+@tH$T{(?6J_#st2AO
z|LgalWogC}@%-!6?gyIjHXT1b^IrW+vaGw)X>Q~6q2}-23a4Oghy9@k5Z>|&o0)e3
z5^B!?Lh4X^gaNFHl#d5RG%F(PWO#<CPQnwy3n240CBf>QHYGvw30>h`8obFnJ<PhE
z3zUIEi-9!EnU#vrW+9E11~8lz(2Rf>fe5T{N)^wGvm#d%YvPQ!ATEhckv?CpRA_w7
zEK~wE3h7q%ITqR&Tt^^WNB4nm?hf$w{P)|pF~`00b&5Io^?MkGe-eCofE~8fK^BRk
zYI&4CH|}Jr%z)YnTjT(bHuXhxRhnntznC(0wHr<>DOK0is+PjK+No()7NvAGJI~&@
zq*+@~pRR6!b1ScH)71e@bEV8pNf&Y`)eYkgW!&R&xR?RHx}`fSb$S{W*r%<%4=Sk&
z(>ULlZ7eh#4XAiO#wuoUJ{kc*iBKDPDRMb-Ey7umnFt%Xl}zOeCfqXZTjpi+n#oz_
zjLDj}7~H4!v3>b%bz9Zrsmj6nQk^|tpRF&{xgs1E>s&oD*qCR(I+vvSV6=K5+Z}A(
zt*))dv1)5IP`|Cx4^8|KSs}NXK_`L!-LVL}jn#`~IWG8|d?^#ll$`|y@vgWKRgl+L
z<Toft_A0GrmQ)Qwr}8v>n4SAhSfZM6cO=|O)~R+RvrHoCb|LC3;1j1$Z-2<r4>pz>
zEbrC56|dE}E;#o(_qvBW_6iFP=Vo><zt{T-@1T9y<k3-EXc|ybU2!|nb0k=Uz34x4
zpfq*_(SiQ)-?wAH*SZeT{*Hy#cig^D+V4T6-+wLiGk4?)f&aii4%*Ta`v2-f`$PMZ
zi(b2@fZrW@cKE=_<j9Xk9y?}cVV(EOqGZI4hs;2z-i&2UEEVPMWU&|SDK-PRpP$;d
zec%2ABctCx*F1fs0!HM_%8#KJpWczI)ta8e(KKBJTKOyJ#VJb<s=J$>$7{Teg(EDn
zvCy*fK3Eq9>!5ai^Hrh0gGVN<rOms0M@-}dGf(r}2kdq3y(kytd%@Yc>*zz76|o=a
zYN&paB*rWFGIk?5Ch00}nR*87TuXVt+-*}&P*V?T;O~Z}B@+pZ{hr9UlXJM_dGzSq
zB0^~XvsbPC;a+rtVGQ15yL&JwQF)i3_OXN#(lv>dsK`qo@e-AI$?Dw%2XJqRt__Lm
zyhKf2q9!j<lP40AsJ>&>oHf~^IRVQC+}&)uyB%Q=v+eL^+u6;w%bRVNw{wEQ;mufk
z+sS4#w<SJ<ikXGXVus7KB|g)Z_)JUQ^-3nvb4T87cPDqrJ6u^EyHi{CawKhgUo|E{
z-m5Duk-yL26D@;JtQ$P02A^0rcuWl*Q-jCU;PJf%5B=s*XgERQ4F<^CuI4W&<oj#(
zO5@C)hrc5cD9LPZh=@jX|E_FrGutlD6T^dtclW>C{P7W6;M0-E(fMQ5<f*3cjm@sl
zl_4Z^*JsPzC8$FmlSKQh@Y_+8^&;_WZhyvy7*{Cc>TnBj%VFmmFzT=}Mg=>NBdXCK
zw7b_1gRM}r!(9K?3XPWDZB!PtMU7=NOFO91Q>Uf9q_G+nRgo2~MFH6x7mRC17@Ee{
zy#9(1Nx>M?7qh*aCn-5wlQ*<7HcZw#t&d@<hE|x?1XWjT9PU6#l4jGYl2BM)>I`<W
zJfD$c(O4wL@z^J3;aA2L)YTy>OxP9AqJY<*MGEIvP^TxPFfnH+%d{C|7<nU~2Vw#Y
z%iX9S?L<4t39oa4pYl$TiO4iR<DDVXk$2eNtDY&>gl_^*g=bvTzG*xYb|dhQ$x+Y{
zMCk;ctEJf9iWo}qw()}U_Q8bG`OKi^$v=Jb@X7c8ynO50#+@O*&?uNn)+c4sQSQoj
zZ@%#Mb1$RrEAJv>aOiJ;cw%gDS0uIdQI!1ER6Iy$Fx%YafCrfrQ$)wDh*)%Eo^de&
zl_xF|;5&;NbXL0RqB0>+zu>QG?Ox21HS<i!6%e8C;?o&b_#f5f1KY%P$MJjTyR+lF
z+&!Pqcm8{4`_6W3C$SwaB!*-@N(*HjiP=U*)Va{{rwH~Zq1!Z|EE~|VX&ta?uu?Rw
z>#8D<Cc1<{T1{GzI<`rZh_p`oCv|Ab{s>6dj+C{UlI-`+hINVbe)sI(J>R?E`+a|(
zALkWu9_5`_RIW7ROU%^jL7P~o3|UyO%vR`f#i`UQV-=<%x3HvLb_7%w9HB1E2(tn!
zM9M?sZkI6bCW`>eL{db}XQskQ*G_5%NrzFl{NV<Ps_R;5x>j1Ql@GYyg%d!aWWL#-
zk%Sa6sh6#Cn9O#D^+=|eO=NSK&Tu}5vN{ZfXjcw(#4|aHYK6AgEOM(Yr?%cU$uJR~
z&?mAJoy_NziO5*uDRV40QG8l?#yqWjH+)7vlRj&`tej6@ur4b<wd4mwh=SNQV7<`{
zB&fRLgBh9%!KGW46w>WLXXD13^f-{u=%Q9$w|L8?CiL~niVY)AoZs^3kM?X_+tWAl
zsg<T(%{n{RY+ZWkVLP13&?#-3=TD?-Jos?3boj4FkKa0&j=prD`tjTU8eRP?VXQ|e
z%JW$`0eO^j{Ct+L@``|)DFuQI_U}_M!!EX%5A0Vajb3+}(3>Ai*tJehQEgmAr}>jb
znvb*xY$-wMRNhEn9p^a|QZ<cAzi8+#s%qDago~=CW#q|eN|^p0$<YTu@#1|o=?PL~
zs63}9{8EGRzlOF_4BC3-q<7YP!|Q?b_?p90c}X)gS}U08=6OrI)xfr08%w&@QDoJg
zNu#keqS81`r~g<O+I+7AZK5jl6!Y_V&IMMY2E`&d9A5Wukh1}8Xp3tBv5NQPw%M2F
znrOg<LK?|TS8GWib6FP<8qcihU%RHecgX8+Pek*fB=QQS{w42V(dW;WJ?Gx|_ST1L
zYd`!T!>Q@o<6rn)e-+0f9)N=C0h+C=@hD5`{ifwP`VELt4}HP;Bwr5U8iU*O3Qpu1
zPEnO>nQPfU;G6h;?9Jm$p&zd-9OF-!r>yh*56x-*lF73I+wRMUg!TL*0_X6KK+8P_
zb(S^|B6SBjyj=S}Ddy-QCrF)@OYnhRx>F1rk+U%)8YRLCE+?ZXI*s-^dgQEnN0!-a
z(JSj&nQ!H>BZqACsGOQ!zHzBd;Wm>C$KR&Vo2e8|(J2xQo|o+AEG?4xD$s93L}FC3
zQOO>*x7wexC+v$hXUo1MS%i%AX31yxXrBW&H?Pvsd<S_bxLfK#9c~o`<?o2BAd*iM
zf4sPHZoUDA=)zBYNhqT};-<kZK1WH_d;=j91~mgy*juZzk`i%uAJm5Xx2BTthTN^R
z!5XQ@;C`}`DOkd_u!?J8Az~-*uT>nKD-!*3BFO0o!%L0_V8AgLL=A>^wdpuY)#k|$
z>AEh}^y%flObJTUf(Nma;O;uQey>t2AeRijtPYN>4qmKs&jsIJfJaAoeqo-%x5)+^
zspR+rwUW~&!2o+9Zp5kSMSeNc1&;=)K0DR4uvI{hOcy{1%zopv!9}JExFj>Z{LU1}
zDcHFyM2X{|wg02*QED8rg-9D{8w#2(N|TDk+!r&*7SpqWlrT^<$evub*M@A;$OnD&
zcck>-ku~{MN)lxoL&rzfj_G_#P2qIc_tupM2X>$7df?QzKC(U*kkzo~>eAKYyZfwI
zB>#(Vjtrfy7x*4jKYDa^p}cPWp8k(+|MbO-B$-6xvdeeq)660jp`LTZ6Z{E*b_ZUd
zBGc$H#D`H7Pv{7ZxFlcZ9p1z5YuhREv}YQLPJ-nx3(**27)oLdmSzh<HMCz*f)2d>
zAURSP`nOVWCO8}P1S3(RE^q+h{Q@j5xI72|IE116z?7;j&NXV#yb&y17(n<}l`<Nq
z#!+BJ$aHH#PoLHlmfnB~TGEH6-+WWb;x()EO_xUx2K)!U{No3h#ia||7k{>?l-RD$
zY#&UYM(>-WukR;&tu4<n70)>;jh=m#vf$}nhK|6Rwdgh>CKQAX0#g;9kDrfE$C-b6
z-}2FEhi|u2WRO@YXs|fQ{Mn0^y$FguYnqZ}1Wi-7jI?R89P5wlY~%erl}^J8;3%%p
zs^B_D0G|Wm=K%6K0{I-_dyb$zN6?-lq|Xt)=Lp|l=a9sqBzK*oDGqZqM_}J?k-otK
z&bL~eZ?*W|YVkd>lZEEju(H*{d}5sl0LF}k4C@t(E?Hw1Z7D_wg$fc8nkiUVY*D`0
zqI|Krn5#oUfc>{cR1#;zS<xd#%og^ygnwWo!Tx*nNd6WYADodgGVgLf{JT`?GJj*7
z)DM6LH!1cNQ47aOE@ZQ<df$rr%074M`E|$O(vh`a``GZoLheK8P%s~}5*_`7%@?h`
z0Og138y-LWB6^ZQ_~KW0tkQ$gVYJZd41+-AZ$b3q=%^EwX^KWNB_pP+k7}dgx_(8t
zp}(zrbyCIKdv&t$Y}~MG>aaS(dAy>}@G=_GVqrsTMg_43r{a*IPA`AM*&|W$WGo(E
zCt*dBFrui(BoVH}xQHl*!%0vGOw_WB9ZchxCdIHMA~p_%(d*^7IK{{QjrW%&N2*I6
zsUhA(4&36Fpd@+$(c~~)M;=rsPc}6$Y`aewGjq1?v`aSDx9KnFH*^N;=oQ!podA~b
zOr@?u#ub~<SQv-ATZ}9;7Q*vxJty&ywJHk8)hc`im&dw`;vxL{F}6GGUKGO=o=145
zIX3>^xWQ|Xmdy$2<Y9I4urv<DYlsYRc5X~6Ro8@wd2f=JYUrLGvWQ3=ARRCQ=wLAD
ziXO~44ifCv($A|&tqZ+V3WPhKKiJz<MLnJU{Y$@$)4x4pM%yx(fU0M9E&TwM4zDzF
zbSA^CJi3@BSsqxPV<#cbo%AOz$y5M!!Y@1LWW}aD6vL~$hAHg9jJKqe)RI<HYHCdz
zR)*DKZ40|a9??I;?(*;8cguU#z1j|am+?h>Kt7~Cr9G+dPkt$PqWihx@40_ae-m$Z
zzDK?5f0w^2{--m``8l2w8O#P4-RZ7(Z~HIZ)dCyEbw%%+nf=+Go!OuFV|Hha_h*lH
z#|vv?ua|fOwgDUSFTb*oHV_i0K^WAMN{Je&G%hM>Q;-PIA`;prh$2WrlR6|-k*E}+
zwo*SznpSOy1dT*mD<6^2LcQDbW^KnUWTZ3a{pQVm^Ul3<U&g_h;C8z_9;#7mwHl<)
zT0ly&q@L1}<WL=gL$YfQzb6XIJoTDC5shn!;#lQt=Uk$I)9&u#0~)nP_14yYE$Y>@
zsD~V6)dbqCMNo}MqC;fjW|!)9xm3g%68c?kl-;T%3X-EW;&C&wx@x2BAJJP;A*v@e
zJ*uJArAn-(HJJ$bYaG^AQJ~rk*L-Vx#*6`-Ig_J}CKm(2P%cxfb>;|b63%8=#_ta$
zzZ%uXSo-DSJ+7TD!SyOjQ<NMS?c+&@;~S2OLu_*t9V;B7Bbd&N32RLyj<MEn;mpYc
zM<|G>5eiI%f)jydecO89D^&vqKX&pUfooctBPh8b&Y_HMhbS$hQ0IvA_L8YsJv39Z
z`W>ZPy^pH)g1x|hF{KiMkeNP2D({{{lA?}H^S_WFbk*CvU4DQ~NmpzVr_@^&ubI<w
z?cOG3@oI%`<^J8749;b5x5c9S_SQtw2D{uD3GaP4l$ghSnGU^tbCz&sVwLdh4~(cY
z9-rlQeW84iJro#hw#VaQ&|g1@>WamoWK4q6+aH+-a-|zMpInC0^TMx+gURp_O$g0W
z^Md=i2+PY4x4n`V-A=ET(Dn$2oJX^7u*(HIj;?mquLh)m-)<`+chPJsY#-v(V6z5u
z?TNS=W3iZ-(keZ%jwUOYz+;|Z&(V(a9YQ9}jBrGgjj&Ub^9rR|Ua`ptjKOe73&zrM
zE!L5rr*)jSGBY{`a0Ur9X|uJab|a^?XCh97Li64fJZ_vegiXeN<26Gx!cQru^RMN_
zP5J%#8;ZD28C8zw#c;opM+nWQxgH@b@TKD8NTjc%+3NIT>C@>yrlmA<%PF{!h51;V
z?P7bGWuJUeyP=6|v~Ow$wUe6kBl)lLr?U7Rc7(mk#6KgK-z;lhS=RDJcT<nT6j?Ep
zyreNr)(kB#<&Cr!R%B+kPM3lm?Xf0nFkrLRJYBd@5DGBq=ZY&=fHUxK^fFRT{I;#<
znUffcyl6Zb{soIrTG&I~R1o^lHGa$k@%8afCy@P^g4avaS~r#M?;07=N1YIPiC-hS
zDM$t(VwV^fq(5C{Z>q{l#N-!|YgKg#{X@!_1kQjd%qqF~?7;to@|ky5`n(<mS4n@t
zDlA;HzUU1HYMeQR-<<pw;WsnC-2fkgqw0?ur9h$ZP66ddjFKKe5!vntnZJloyWXb@
z!}LJy_Q-JNId)n*9eqXnwR}yk!3lB$j3_Zry?^SIm`f(jqa*+SqXh}@JhAFxHuHB;
z@AuD};bp>(6Kk>!#>9>J;poaf!)o_5ww4d{j(lb4ndQsc1ZzXiZV`h^5-Xb0Y;gYY
z0%3mnH_zyP0jJ4&&#c1XZGEx_VpU?X!Q;DF%Yg-OGv>CbifS{y-La$97q-OX!lL`k
z|4X@F9EaB#?B16YS(Al2ekwTQ@!cgcFB_l%d2wh%Xk)|r%y4M9;r`6NhOvfA4bGG&
z<?W=-P(Ss{+pXJe+v^S+C+TG9PeB>8%7$ELIIVRy&FTx*Yd+P&EKJgHc=2f77GE+I
z)18LV9}0Ryp<taX2XL~HHxu)c%oW#Ygn~}Fj%>c9K`~xr7E37hzW!uHiM=23d2z(B
zSVL5MPxjsHhgmVp{aW^>a#;vi@fkkBhjgLnw=_3LleuJXQcS+lsFUS)$mxS^+0Rl5
z1n;5i6Q!$2-K#3zHJwTfspCE4<6LeK0ORcL8ntKiYD(dp4A4~V?7CBCQN7#jYBetN
zuv|i#@OhC{u<=yUJR@=8R1-z^arqCucW2l~+0>k;AL`ED#kw;2-ts5gvVHfj-o7X|
zXFg+gyAo(fbtHtBjx9#C6=nw#JIe=H!&BYyR%8;E`7cZimj6>&vt?m^X>nnqwl>^y
z2zyldfE|-mp&ofeLs1rbs7xUX3rYihJRQEOzDGSn<FLE2y-`wcU6vZzv9CifL^dMn
zFTWhvq7*){2kpeK6Ia^%Ilr~{?JwWjH}NHv?7J}50q`dPTVuJ8)~R%B-_2UpY?*nv
zms-2nEM5|(aEi`KBlNsPlmeFHJ>RvSqE$i{?H4$oq9EFLN#COs#xFp94tOK_1+)(U
zqre=X5ts|~0ZS)&G0?-`0UX90&3qn{i5|6$&?d|4q*~UJ4qgc~pxi87p^UYQRs*^i
zHpkYZoIzj0_5?L!Tp0Bg7?<OWdP3Sw!{{GCxsA_>b-2M!z>W4sy#Fn3GkBr&EFF}n
zGLCWrb8o`4y7&Yw11|?JNBaV_524<VXIg|)mDf@3MOnwUS<2hZweO}Runf-(!p@cE
ze7mU!eIC5m1vUT|`h8-Oe!?!&aqt(VW~wvSjWOoB*M7Dp@FLTuJAm8B?VAa1lh9T9
z2>2UtWzx1Kw}IO=6GZolbEzBr7|_J$7k-O1uOf#2yyYf!bJ(defpuL4>ZPrupneT@
zuC)A&+Ibytnt+z1AHt^Vv<!W^^$=yyo)far*nN}{eoUR#I61JsjTqYt>^8N>wXl`e
zU_UBgS^7JL&=&&|*u%4v-$~`)26eu_SYPD>*zr${SqZG>+A{UE6)F04^PBU%cd@l)
zXtQz+eI;NE*3}JkpnnH6yuo}1&tu;1NgXy%Gr+Ys11WC96!<<(p{fz`0p3X@fs4Ri
z;QPQ%U_Bp$d0Q}^>*PVq*@yaUt`Dva%*FR%U{X6S=)2j}Sk-5a;yVri0YI_Bw<aND
ztdIK(*R1I;@CB|%t}U*aDdze%b^lZPJzpo^^BLS=d52bW8_cysTQfMpb;en|KrJS>
zm_8fkdYfX?C#&`+xKB*+v_0@o?jxKfo#NbAxfZ7xe#*baH2bL;a}HTg!1g_~PD;{%
z_#oXaZKNgQ^N2rX{=Uk%^d_AVE|G4#U}^?yq$B^we4h{7-ekl7<-S~ltE#R5yzV*Y
z-kTsp7$7KwcOXF$NMxXa0W>@sNFqT(q|jlMQpkWAo+<P}MQuf)1#4}~s|;oAbikl>
zw5=$Dq}7sICfeG;DPV~M)Zta2Gg2v!oPKMcbHe2$Aq4SH@60!AzxO)(uD#aU(Q0{(
zv+U>8%0^_mbHM8393brNa8E{eSSvh&a-s|qsrLF*Dv5oqZNC+)52HJzobsvY0q)KL
zc}`<Q{B$H2dIgg9SK)COkdzhKkW>+QJ^mo~N#s*l=;U+P^Ci!z#wVmoKIhbr_6K7>
z!{#a^leMo}`Ld7lK73!EE!<D`vOdILfUb|6m|#cO*<2I0WMp8kO~@?YmW)(;#;+an
z<zZi*^`s2Y*r5Jd<AeHWn9yLafn8=wHnKRd&#;~P_F3ZFXJfkzNk6uz@9v=Yl)d8q
zot>fnQGJ~HNcD5-<AU*F*)YFK*7FU2H-5O5x!%3*30aU$|F?ZVf**FDH2!e5yEI<l
zE_DXFOJl>`Rk72^x$ZJ+xjVlhraE$u@5_1zvDC!T-I5%{(P)KK`aVtL?vUsRVv`p~
zP5g|FLXWv7zUlbRdJoMV{GoKPmUFI|(#FY?a{Dc@?GoZ9?an}avi2>OzV=z^=B&oo
z{lq<E|5!$uxH&=Q*fV9g&b42al;{)EJ9>~<w%k2$*3)=})Hc;WRxYE}7ewcq*!zg@
zkF)i^Pl`#~Bu6sMm|A>OopjJ|F=tRDeat!N+$ThIt@ugl=?pjL&`U9M{v&PmJoJpN
zI}0y17nwEdj6Z8<)~;jEcV(&)>nTO?!}v_yYrf1(wxoZw#y#Q3>_Xycq5V90P+JjW
z|FzQA&XY7^Wr5Fl=TXkQlChipyh0^@-^BZ~_$q89x>`z2KB0ZzC-3>aj8~j0=^MKb
z|2P8Qzf`)#x^qTll5Xt!es6Eu3r&8aaZ2+9y)UDrZEPm<xfezUjW@dX-R5iyvC+{<
zZHO(iBt>rO=f3302%*(|&pIK~kt49#vt$4-Q?4-aK2Ngk7m1JO@bNpbhb}V8`nn9W
zejvk~WOB2Sl)o#(>=)oU&S1G)=iG@8A4mJo;c4dmjq^;Q@868sjvYM7+#ZzwA!F^=
zWLWfj)cawp`;c{Tk$HE>8vEC>Ce~h7>V9T@Wx3l0?$Y&iULvY%K$ALe!@o48@3?Dv
zHt5)dent=0HS=^#o?FK`eFXhHSwGoYD?4DTb%?puvLdq1-NhjngqV<6cUDAJ!2{qp
zD`X3DAo3I(fX%QQ&N@Rmi?vdX{7sCff?~ZT(^S&`E7$`^g1$s_pQhRqaXxW(CDx;Z
zWw>HxyStP|<G08V=Ue#LTz8jZFT+1TtR43@34ec-_NmMZ)ua7oy|Yky*rj5(q|=Sy
zmz!{o`8V^8H;d+I8lP|1dN+%;)~)3~&N1h|RR$RwIw3JD?!F({Ee}OLb}!kRC8l_F
zUZ;AVTZl{k|3v#L(;oW&u$3?AnTOjck5qzs_<wDw&bspw3G5&sK3MV<=Lq8=Tu*vj
z@|Bp{Sa#!j!@kW?CPO%<0;ddJjyA62Lvj>r5%mr9e?pE94fQhON111z3TK<HaMrsN
z>nQJ0uuJJHHRJD963%s+o~vE0bIpA7{{(g({(qR;-g$?&&vEHPxocP^-r2BChuZ>Q
z($tvH-N<cj&HpF3JAZ~6*!P9*gPlhNTZQ&ua?}Onst<85YUMtWtB;9X-YasYn(`Io
zUyxgg5nYkLgB;q{A;%)`g1^%D8F7S^y}sP(D(n5clD_&$jC%%N_tvTJOnD&dpN3z;
zYTEw^<<JXsT#?Tb`akmK)_)VZiuxtwGT2XBDPta`{36VtO#Huc5w<{%x87yOUEZnr
zNE7eS+bf%Sf84AL-Wh=mzad&B7ql$HZ;jypZ%GDki6*2u2mjr4BH`_G!#7SKv7h8b
z$feWCDf?(1t+}k`&ze65(!ATqBmMn5CdhW0ziRHR`76@A@1iH=0nT|?gI+-#N${;!
zw#<RfKKMNu%a{+awe$F%l*o4X0=eb0iiTK?V@PoKQ%=F>?v3nrFCc5FcPEx52Qe-1
zt&Mza<Cyk^)>|7RZy}~m@|hPRXfO8(_viTZQNppfwX_twZ#kAX6QdL3^yjSyaXujV
zUKy;!^U*uMab6nE16r!Ll;^g#9?m-w>aQp_=r{FnUJ}&9H0p0`dtN@%mHQSDx_7OG
zdpgEh=pGF2YoJ5u9=B<@Z+<=Yn2duj2Qso<`r}9LhBfdfd`3Ewc;<cwIX&r$3`u%P
z22&@_x%!S(pEzCnkg1X1^1A&@)1dm5)Z_SK9XriudQ0{kwp-25O@7Fk8Qq`dzxY&g
zU<7o4S73g_f6d#Iy^mVEMf9C(A9pXX)`jMB!R93Iye0bHqn<)N1>c+%Ya<dZqQ6o$
z`LYdud=X5>XO|$;W2?-VG4xGxGNp{TIl~z)<DFw}4L*H}#-G?|DX_jFSsH_A8^qXg
z#L_$Mv(hd8lzc5(<36mhKx05srA&?uAP$h7(3a^O<Bn8HDRT>>BZwVjJNWqw_6cNB
zY_1eX^T<c1@EscSrjlE)l~iXNbGONOdk5#TRnq7i>?9M{JIPR;>-<p)B5%tttPQf&
z8Y!J<d-;y;l9pU1X}r}YB~O(MWCl89CD%yzq{Y%b-dzebUIlU0#6-VL?sk&$SM|H8
zr}=VX@Xg_zK=nhnG^@(3N!&M>7k^u_q63JP>}_IY)49#aYq^Shh8VxfkM*a*`!O$r
zaRt6C4##?Ugt?RTOwIW$kVRI#`3^5u6SJf9_-}3g3;&G6c~-C&HhHGGTqwv*ppUZ=
zd)esO81o0g1Y=7;IXCJcD`Yg}IK&})yXxl7b>=Zod6RP_zi|3OrHoKL6}2yGxnx@t
zWdLV!1nMpQj>Fh>l??T{->Gz0nmM`TFREil^gBrYS0jb&-!p+?!%*yasPshV0g9fN
zRpG8wovioWP1ZA7Hnx;u&h)%2V(o0!?!cO<M%QuD(b#92r0V|<GpQHpoig&Wl$f(B
zMThNDXugr0ianO1@4uXO<{L|bIk97$`z4taUyR;4>|4yectJ8^`?;6@<(uDuF4D<9
zC?l;+_)3T@agSQbl#}t1z2RNyVJ}6_hJ4v)UzB}(!-fRT7;NT%^CRw-$1KIFiu9)c
zxPG@^?&Ote8!pcqf;FmSV*-qG&)Dr`pfyL@L@Lm24|^1$2m9FVWnCEN%<@Uq`JCw#
z=PR-<#Mm&*Rhbipc9s3Y`0ZW8(5`Y!7~01)p+|G$n$x4X_KYyJXWRxonp-zL4DIPR
z(62ZQ?ZvIoqq%eL8;172H_)Rb4DBUhJ@8L^;19e}&mnnBxC@bck@q00y?*ySDEI3h
z_~S;ySP%WVylLHB80S&{wBP>IYi*{Twd)UgeZfAOW4L87(%Vbt*1zfNw&&WO*Xg=9
zRPPKQd;95pv)3*!k8z*!$2{!s`-Z1?{UGFQZ~WCd?;Fj$H?HB@Ufb24$esF@f+^Ni
z?q&z>DEHJV_I!!e5jJ~e`<(G9J^sgfnE+>1U2**6d&`%Q2m%SwLRbu-7}-(~Lf9H0
zgnenCEmE*W3zTt6C!#QltpYL~rFClAWEl&H2-5-<TFf98u`muWQ#v44TaYy%SWsJL
zm_lBE=f3+szI+MEbTl)+ocG>$mvhg(_uT(YdlSokHv2e{7vycXmptMglzw^!#HXPh
z^em{BvE*EF*Guc9Gh&YOFlY7|&d#aiyM5%ZZT#*?BctQ4Ng?^W7x&Jw?l#I_k_X9!
z%{^hwZRc!zoE-Hb_qapk&$cig-|$cSpnc8lqxIa?{+ubiPcdhj>XWv5j%mJalty0p
zQkwd$$iIiBLwXbG<c*R0@hy`!GSc6tJm*IIqO`$}tVXBMWH&h%iX_A7#YMEAWO~m^
zyTtkTymWStOL1f~TFcn@WWFz#cJ5YbmvL5x`A^6&;-3@s9ciuD4nd7oZ-m`;-Eh~v
zQ2-;=XZ6=;v|@7o8T2>W$=gqUUc-4>#M#_STH<3q<%ambC0?1*K0cN6e4>=5Ut%0+
zQ11ij=MLe_jr1Kl0FBnczsmSeN_)=#EO&wQh-Wfa3q&HTdLxQ~cb@UTBSXDwl$|eG
zMmwxF+RoTS8%u~~g$!d3uBYmnNJmAQ!n?>Ep}C?yqVX8J#psi^wvWix)Eke<4>;Re
z(YMhZb=c6SkI}OO7`N54{t+qh2Vx(VS+p_IeOG2VTV-VYX~xx8vQ(e>-!uJvThC~(
zk~n=X9c+HkobVX@4oU&V8dNZU#{u0a({6p2v3$D@V|edx%RUV=!)N_1m}|fHx9!gi
z%V^!3|Kxd&?JFZhbArhWTCZKQP9?6Y=L%}sTe`lbj=w=0%})bX_b_|EBuNh!SiN7b
zwL126WRrAs4NE^ARojI&sIvCFwU>3Rsn$!iNxHgDdprG_(C>DiCHC7bU0tV*^!06Q
z?^OMLTbrWW>#;iD%_Ey0YS5;Ug~ojEnq-?L-=9*g(bb!!h1RwDeKK*6yHCn@>O=cC
z_rU4oMDVU#?02j0YvHrPmH4MMabLjCdWest9HbwvMUG<b1%}{nA>1Vm!AS+ZE{eCk
z7CDNU`#OlHiKnE`r!R<Cg}C=}X4QlLFUmiZAjjN4>LH#>yO6%Z(jq~Q62(1=V-y$0
zc3sDv@Y(hswfj})@vF|u*ER0?d{2h8d<ynht9OZ<y8PyB6#poFuZO)nlWQm|mK?iw
zuEJ;5UWQAWw-gtZ<-V3EZ|c-q2W9f8A)1o|W{)<DbArU5B*xdYUa&BP98gz$bY7mN
zJnGh84Krkf)n2E(yU;h}cO}Yw89Sw;<^s*5np@JZ;;WE5_R5c}-aBZu-=Em$xvH03
z2`<}wH->NROinn1KNC2cfxe!x9I-64+Aj+nXbfB7jbxlI=riEC5B(9*V7b-X`Su;E
z-weMed^?CQolFkyD4zE!pc~M7gV?{r-L>dOaE<|b0e|mzy2{<|1>R4R=g}Xk7tCJh
zhONL_Xs6V5_&wSy#WKn*M?ZmTBBM#i(8kWt+C1A-^Q7~A?jk#>GfA2_>!i#%C!Xm?
z+c+q$>LTaIeA_RcQ^2^D+0e%F792oBpCcZ><oO76Mz=1-J`YC$z3sH;_bRNG$${r6
z^R9SCqbq;l+a&A?tIwNRJj)cT<F{Mg{<zijs^^DWR#`2tI)A<?*T(4j-`IWzVjseO
z45i|k_A+dFEf<v;ajQ&xKH7Q(>*jUrTw?gGpfc?uzL(3L%;_D_leyOW5Nogceclg%
zYNNHhUybdNnTqp-G&1}-sB~6?wca#x+!^i|L(sE(SR1bgC%r-Bx6{(w8z(K?U&(!v
z^v9aM!u*YMXGyEHPw?fFV7s-I{$Hg_#zN+ua_OdQXk%Ldn>Hc*W}aW+-<GgV-Di=;
z^<y%?Uy6=gYP6N+o^jOqIeRYOXzV=D^R+}Cq!pS9N*L!tY#+16%OsaNi|zhh?B$YI
zSXWjD{$7bKmU8Vkwt^V+lh(Gbmf=1TJY(ZGoSkEjD6kTSS7&+Fwr$(CZQHhO+qP}n
zwrzX&o}1iXaMKUdCX;?>GHE-VK5v%Gsz<Ow(GU*!&p)iI>VCU|_{X=UyD998-D!eq
z$Ng6I3#TLdh=QTcKkWrMds#Ud@>Cp{SESY~j#5mY*W08T2`iRc$_qE!scvFy>vCsO
zmM<Jm>T4uZE_xi@&+MO1%5ZzuyBVAr)q>^}wb@ooUtznQqwVR1AgrB$Q?^|hHpu`?
znb|#{OR_|)?_hOF0&KF?j7Foj-q<hBh_COYBL&jbt>wjTiySB`PvWgxk@6H3?CR6N
z6X)s53QgsIcQ%knrqOblrfXRjRiJ0(L(S^^-e(qf7l@2sE>B?W3Rk9SVUk)VQr{@>
zN7)TYi8^`}gcB$S(Z(iaeHn&X+&WB?bu4DWDS49LE(EI*FC8oOv|6kO*^Nz&7&eji
z3qr%&i0MZ6Fm8P}_>V!NZNg;~N7_wktR4FIiuCEg!Sd0@9nGko^0<}`FmlzkIF*C1
zT~OQsPw^K8Bg}=MmY9e5gpW=~l^cC(@4<4SQ7I<ZR+}B0aj~s-A&oQl>sqGQ$a!(s
ze~PuvK2J5KC*rp<?N!6h4zd^7ebfp0S=rt5xauA@@TK2&Oye@p5DkTl96#DK%-oKt
zXxj0$8~nEh6_`t~57v1cWamAo+lN!!f$TT8&M82rAeMC+x2^p2QNRke%n^+qfd!XS
zy{b5J)P*Uw6%Y?~xr3>8>kfcw(aWj>r<t5n*fDKFuJ{iEfW69ZlW#sToeMNh^DgEV
zO%i$|cLf4cDikV%LUb<Ve;!($Lc{6SG#qF)EDNOabYM@DlGqrHh+Og-RUfh}PL6Sh
z)ZbKyhi7`{X$XMBKA+Zh@*++JOjDZ%d=fbXrP{R@5Hw4UnLuw?%#URSQ)i8%XA%v5
ziLKx-hf=Lv>!Ms($F^s9{>i^$K5}hTCtRtuA8`<y<wqw}_qsop1-dx*^3`tT;jDcB
z>Fu8SgdcZAt+V-nPxQ*^Y((jJ+~I%df)>e4nHQmwPyN|qUKn|kLwz&)5(n~)lC6K(
zqtc4-Di8jMkNSvTaDiS*HTxn@QzH`8>MQ<*x+CBE>uvD;(_zwO(Nx$Ya@A5Fi5CJ-
zl2Q)0X=D*STVO9c62%$dF2?uQNk(ed1^TRu6LTE>qB5l%(tFAN+)WCb^LIx0-1tI4
z<TT-x>JatY&A3YOWC!u$>yNgw(Pq=-_|oES60>6%v*o0zRmY3djxNmS@-B1E4}dwy
zdQ<x7#<Yv+-e~<CDXZoJ;qNv%!3N5wN|wV1+sKDP(+tC9FShDY=eewR>GYWEE8A`^
zWQBLtuWODg;w;t1Y#;-9WT#1u&}WqO!QVBaMt!=Z0RTyQB>r%38(`jGd^#jhjSm4_
zw4&LY#s%hY?i-Zagj=3O=7`>iZ%-){cT*$zD!G+G1~h1EeGaGC@)U}p)HnpQKiGLt
zM*=6<u@dHo0@M8b#)-HXpWu07f!K8&_|Pd8%mmO08Z_3fcHq?vz@9jtS+2QMuD$`f
z@h_Hp*xiSuhrd#wgK=XlN2=Hvb%_NS(`QZcXUD4nf;PW<X`M7|SiX{w-INMwv!f>x
zvs3K9-u_&(>hN25w6g(_&E-BUMSp&G?Mtm8e-3|Qza3y}D%uX;Ub}9)A>8%G1jWHa
zh*;qSz_sWhK+N#?aES8Jg2I&tBtd|P0FmZ_2$uOpz$%q=stX<z@}2xP$`@wlM6w8o
zTlmlA%E+QnuA8C-sE?jHJ!i2O@)%~GdTFLedv|Zv8(n8_esoIF7dOmBG1V|(gg|c{
zIKE|SqI~&8^jJpHBGGX(_1|IUXKL^^(gX8fxW`_e9e5jel5dZ~KbBel%)ht@eYP;@
za#9(Z#gx%kGw!ERIB=w|(*HVcyj#(HrWTI8p;A=CeWWwrcsB5u3nLinq`aq19e$+o
zuMqeeVXq$f;5~MmY>^%`gfRjFLjlX*#FQQS{YoO;<wVct9JdOyL1}M>11XSfa@sfQ
zL=sG7(Rd$nryq`s`4%Q&rwJo)A2h?XO3w~@Toi9Oe$@<?5fG$&T=S11ya#b3L%%p6
zsfVuf_?1>0U0k{195-4psa?tmWzsmvH2!i~RJEeX)^^-#jMi_!JaG9$hh7zWy}EDN
zk`9(=S!U~fnpd^P()V;nr(UbBndD;eLcMBEuIWr}T|m!prrc6H$lh<K%h2cSaTGSo
zBv~eIBeos2++XP~$h2FZAUrkZ8r^V*zIriYOrfTk(iYX0*w9ht;~cyPPidPWeS1L7
zKC8dX4gfh)A8UN9AuNr*V$2V?h~@6v6lUp31&gSc)AH%|ATk)%t#M7*V;R;6hP5Cw
zs50bwpe;uClqFrCy2D1u8v-x7k@hj}RJ!8LsK?X;al!-oG70p|j_1NZj4t|kJhIY0
zYK5}{hxA$O<#+?1czwY0!&{d|`V4Z^V{TuvK5`ubg#W8%RouR0G*8@2TXb%or?D=K
za}U5f$Q9xiJfjqfrsJXFq?J<%eUy6zNEaG$US#I+WvANyyAUgNzcvRwv+JJVK!%Pr
zep%jI@*8c*8w76xIW9!-sdKz0<IVjNmrM6jyaiX!i)CwcsKSj4vEguJpF>>0Q|BAY
zb<(@T+gkDIZszPJ<%{U}rzaVWxGvcC3-Y(DH$vdr5J}_!^wd-IM<m~KXzPFn=b2;A
zGo-~Sgx-z*5}-DxuEl;v{3(=F&WbtMl5(7W;~nR!`DQO0q$I)_5{MJcRutbz>*PB-
zROjP0{yb1+|B5fb@3vn(n#4B8Md6}puBR|8q?=%rg|uBY+P5I$?<vOcTJ(W-ex@wL
zZ>~fyrVVQvW_w6%+UWud2*K{F^k8^cO>>CrtSfL84ApTv46~0gX4chkg-v~==Zm&C
zi$XJJoItwNM+A#FDSA#0lE04$UHJ3IWVfq9?{a4*TA@z_lQqtQnrpHB?B`|Xx=-Mh
zXhwIYk6&2F>S%W>jDA4k0G2(=i29@ad6PXa;+FS}*bpb`ndtztc0`}X@z0=^pO7W1
z;U~L#VTp#WLri3pW7QvF=##Bbl1`nKVs-eeQ@Op}k*vC8_slYg*SuJ7+EJ{%cb>5<
ze|kBt!%p5-(7YM3JlxK(<Q0mK7)P}I&aqE=gurV4s?`;|+?Fgu8@}Kk<nL_#vU}gD
zMr*#RdlGL|1P7t3rVVsasQQ50RPZW})<p|v*aw&+IvSWF+o^ddPFM}i_?hptizgwv
zyFUR>*@u66mg<PciB=K|wpZPP-F+wyy)YcUz2h!F<yNZfdl<taIU?KAdgXX&KMlwX
z3ux#}YZ5)>C2ipCHCEiCt6W<XbC%FE+jla(qT9&pvORjPFpXYKW87K2iDvyTbH*IY
zPCO{hJ)I3`WN8jMEUK5M!n=4{6y0-GUGljIqKR>ywc9>1UI38*2(l5rHjBG=3}=L>
zdh-L4=1Lrdd<07zdvv^37$0ip{^V4v2wAZZn6nxKIdYK1BW-N=gi$9z&a6+_mp;3k
z)5_enN{%xTJmf}u@eBsFWI2$OzxIDC^_`+`6?z}R*Uv8K-f72_KabEHk0za`r<G&(
zPlY|*xTb&8J-(TpNC%^l((w$y0UA~dt!Py_e<61b<`(AED@y1x9$XPEJ^l=-%WBiM
zrvx8t8S$)2b;7^vsD*55#u+ayq`2|6y?}fo7@i|m<-07}atA#05sW-SY^iRbj*_Zd
zs$nX3;;!A=PX*rO22I!d7BI%R&jCmo(J1Q0>~V{gXhp~$=tOi1=PoCDbh)Djl<?1t
z@6Ns$A$%LmneqE>sEFy=9K72km~tuP@djD-=t^&5?=hx1wiHaU^?lYwx_GDT-tj!N
zr%1(6vkE@csH8P(Wrn_bi@UHmOs~FAVGjOi6pG)>0vsaxV0uTe!ERjKMm^u4-_E4o
z^MJMG{yAZ9RX*x>fjIrfxwRlMra6vmN_A(*Me*U$nJ_tbRNzjZX-62=YTB-UA)V@V
z1D&e2sOoi~g-YLCvcK+QxD0*Z3OJ#ga`72Cy)E3Z(1+fT$n{YAn3K5C%wa>+pUk2i
z)t&A#OaCl?CS1bQboX89Ol>QTW9OV5Z9@k1#`HLY9c!#Mx>hq;iTC;90kn?tY0|o?
z<jZR3dY%6|8GYa6zgeeOLNk4*KDW{pne%|)_s;nwJH;i3dz@%@?YF%u<xOh448o<K
zcON#4UBj)R)ZFb$yK@B@<NF@H34PJ>Ii+|q<z}2maikeUdSvB#<!Hw}-hK?PwZtT!
z>Q<;(&f0!#z&!Sj$|nvOb2|~MlH=&r<C+Gmc{t)gm7^uTAA)dvrunGEFG~2Zi`h5T
z*~Xf=<TyoBy-W9H?iu{u_kHX|_nu^q+7$nMPE*%cTkZD=b>}}|{_?_Erj>#<k)=OA
zx~8kAtRdwQBRuwm;7m8Ve@#gAPtpZy?Lsbj{rM${UN`&5p!4>{Bnh+}^MW7acv}YX
z^yLPA!*0js!(rU{;`Hy|y2hskXtigxJ-tPCSdCogJ%HsC$E3@+rk8dqn{pW4MKKv5
z&x=UE5yG&Hw(COmAKwb)WFKu}82-&dh71<Smm@>^zswsiAFzkYxiwl$VqHEVOrRXt
z8_T7rUOn{C9`g?~_*3SvZaJsgL<-5~oX450dxyW0VP$FNlJEXG%X4DRP2Sqsp4jx0
z;|!ByT&X2lLnW8CXw)~bEbH2D)IYaa&yHw<(c5#aSj7l!F;Tz=dbGhZ>5=X<VfEl(
zGa_m?fJh@*a!u)_;obAATuRZS`*E|W)8D7xI$dXaYi-xBEl-=jBWS*G2~0)prS+)`
zL9nMCQ0U78%;G8!fNe|5OFe#ux&eXr&sJt4Da$smb*bfV`m{x`c}0q=+*DUP+;Q|8
zl8YVJ;bj>}3o`T?B-Ys)e9Jsb=GdRvh60@B-s6K6;)5UGy)(aGy)*a68Gi>{06$5^
zbj(280B=wE69*QfWoerp>oATGsDKGPK;3Uo*+b71!??rQ{@P0qNyUR4fgDk-IBdGF
zxjf?|ggDu0UJ_Logs>49?N7$B#&B_o1VmZC=lHWgQtD<4MZaI?ykRL6#6F#_FcO&b
zi@`oUs_n0|r49MM{CkYCah?!L5w9W<>ea&Jzmi<bL`)HPBOX3NyLz2HWU@F|6c6`C
zr{5$U@)2}HGs0qjFG>t(sE)Y#WYC`-95_wg=INLH*t<k5BM8oRm%;}%*SgX#@~uqe
ze~XC}-?^ovsW@^aAh+1ljtch?#W~{Xo@ttkmqEc~R?AJNCoO3J<<viEFrndzXJEXh
zN|0&nUkaWN=fY%q5V>(DT%Xyx(K+;*X&VA<5Fr_P&5D#wPei1$))6CC8<>(ge#03V
z3>~<_GtI8HqRW|yY1nZi(I*+v<2H;jQM)x_m}MLmQFKrFams>c9Q9B*T`U*knr>kj
z7!^`TVI_5h0JbtZP~bAH8<$!btB2SbJxAkAl|W1Hx(AuW1Z5nV#T+k+H#)CKCXV(Z
zNS$~96^<#QhnFpWyf&51^*&iw3^gpbC)~Bw!eAObOg~$+<~HG2NA<iD);FeO)IX&j
zS{I_pVH!DXr#Ff5`g!}EjE&^*|K(-)QN=+wjen$a58;xOi66}M@KeIY&E?`MI5J-d
zAx~RN6)L8;|3RG-)p&Z^v+oJZ)*TCM`0(H#J0UzmJ!1SJcqS@g8dn`36jIK(TQ6ri
zNETMcupS+x(3HEl{s4`3th8@!$!ohpDe)lC8J3Oklj6$T?t|m|lN?s_R&5*d{HIPU
z*|_4$AbEJ;V|L#yB#3n~Vt1!o^w6ZUMu*Zt=klmy)`O->G%EtuR(fkT)F0ADc+j9d
zR`foev{L2ssQll@&5HN86h~FHXpnqHKCp&9Xgy%NJP+J+0Es@5Jn-mGWIuB~7`5Xb
z0uAdmM01rcwfl&j?ldHwD*%a*;mDP)Je*<_#d2cczA6Plq~aL@^JkI(xzD7sq>a$c
zKdl-#i$ej;uDLBma{m@dLJ5t?QngVHUqyB{#qLQ>xem73JXtJTV2lHgQYc<b(m8c|
zp~kukLc8FX07v{l<wJI}^B)>uw53#jkx=IYJ{*W4y_6T<n2&_yo01%WVary{TGWle
zW3a|@uIo;h^e-7u(v-i1z$)NPuMO+X!TztAyO)9PFeJAQvehjPHO9KQZ>Wcl;4TSZ
z!NP9fE!ZzI8x4+k<PS!yoz7`x%V;HX{4K{;?IQUDT8b|p?csUl0`3B;SfgF1A+yrs
zR=oy{c|6AlMmK@h!xQF_{T&l_BU3W<g6g|>(e0)TYVED}<Yp1|{OcLoIz%mRpJnTX
zdI9<Z;GGPLRjDSW@WnaMhE|`N(h^y`I=}NrOEBNqD+hIgwwh)MZ34+1?tE$$NpqLj
zFU{7^NFm-X^A_5Sm203%4BI)gkKkEo+FK~WrtVeXC=&v^Sg)vnUsV21pi}IxPM&4l
zik*}tTLv@MG)9HmU@`F%aFrK8E{sR2(RpVP$drHzoWsNbh%F@kTETYFZiy-##4Ujd
zY5zySwbfp-cKuiMz%}G=fGh1j>kt55;T!T#G!yFiWI=L5cWJuqTlI0(=vj|4H<VS^
z)T~}O%DJQg0&N7uR4*X%Yp#!|)lSo;w+3J-ZlFbg3~;NTGoQcaU+$qXIKF+HW=yUO
z(|8_ImfRMMfeVCd;md9Vjc%1iK>5c+&47dYj8{urJO8GA(zp^PGMGw1Z;SYx;cxW3
zZxsdMYgzTMN!FLm(T=7$f@{>qv(_cPWh-VLqM%y!nTu`?{nd9jV$$G4{mK^pG+0}2
z;&Xh@Qyb}F?rVhYkat+R2v=-85G4Km(EN2BUK`&8ivq&vzrc=tTzPv@_X>bQ{>u9I
zbA@KFWa}VgGcRQ80C#2iqGGIc&|MH!K%7C&XmR?m_=9w25OMJJz#XVcU?KhlbYMyT
z(0L(Li!4Xxfv(_9;8VcJeEsUp1u-gB@8pEIs|W=N0bGTy;(rw4ARYWsk_KV|TK6iK
zd%ucRq<hE2IZ3JUvIl3X8qbRGOK+k$%2&s;9tKR-E6yPU&wWJyAr5<ZU%v}uKR6|0
z6r#JZ%2U0HfU1C#s3djF{<ZH;r+2sGw-5V{E!A_)+rmj#O4rrfh2s{9O%KfF&y3Ed
z8T|1i$c3h&GKJ73YG|<uIA(Ky8Aah@>?TZCesmXOZDCaCb|=*(;cl9f1j!oq)vn5`
zj^hpbTQW`?b`@;Q7;O2`I>Jjb4v84{P{Hc+vh$jG><N*hpf8#b4loYbu_AB{gap;9
zBz{|nZlWjsxvDwmxw1H*JbW5Jz#$JXAK^KKzV9|10BCz`@V#>%uokL+3wX@=(F2^H
zhm+LJkCG%Vw*fBE8c@ma&Z7o1aV(bFMNpx|pG;XWfqbO}->wRWiU7yg+#0-V{kDzb
z)4D%eJlg;rXcAl$C=!hHZ(i{p>pvXa@!JoSVQe5AP)Yz29DJRCie?nAak_xZ$CWRI
z)o-D+y3H^L=nyV>6ECXkJpEUpFBXFEusU)k{*ZhSt4ev9mYK%xBOK%2rd72n>Z)xB
z?~p%{4+<t@(0nAod5r=W0M{rB(EEq$E2sRb!AXCzH+NWxh;B-OUSBC6l)X&w+>a*f
zbXK$()|;Vjm3(xoeffXVlOHOf9%QRgXw$TfQB31S(hYuW%%$gWp*SedUjKY|<l$^1
z+xa5d{W9$NQ18Vojhl+Woj~*NB0d%Dz&ZVrpZQRp_24+^LUo`PdmaIx;LN|`*!^a{
zT|`C~fFCk?THBhdlLaS5igIpps-<dcN?)%VT)%kuR-CK>Su?xJS!ym62ZNHkS`R?w
zlSCr~z_P#-ZHP%V0nTri`%~wcA4K{JETHBtX&{C{d=!96@m23m<zNl*ydN|%_O`!&
zpM3VbcPxJ2h=_gA5NSh-p9(A}iCsX5cM2@Lz%dp#+)4`|W7^Z=vI?_KEZ{ag1yXqv
zOXf~4sH;zmEhI9G-Phj9B;RRzaSe}-6@!K|i77)b7y~*4zRoq9EhF>ydBz=47H9Bl
z?NY!9Kr^=jSQVIH^2KFj1Hj5Z()D>*$ozwe3}{^O^$P?sufe0&lx%>^8RLX0UH%~}
z*<d+1=q*D5ZIi5~@Z(&n0Bw`52KCeYTXV1*N9>3G1=U>A&(#yIWP<V=hP2O>CpoPm
zr~A-#7#r{3+Q$$)5j)P4hXE35T2=zoCEGj=aO-|Yvkcy+Zm|p~rDzGcXKkSk#wNH7
zZ*nVL<iJ@PKR_=zjW<`gWP}1E|0wU5T80kD#use~Fu2q<({eKi6H<z)DRvnDq9_Uc
zG5p1^!$(o-DHo*alaWD1d_5(W8I<@QNMx6_?9CQ}Z9^>4Jj!PxCk<$J&+v-W?BqvM
zArNCvs9cKgD0_r$W$c?<>Bbn;|2MeY1xF}ILldx~JQ)PMAscS#qiYq?=q_(XKDvCO
zoFq}!9=)M$SfOZ-5p_IQ@3m(C;FP=_(OFn({Fb6m_@R-V&xb*~%wt@-ZRC_T;g-L{
ztdB`Uq-VJ%(Y6ZiT>)5_Nvvn?V$5^`{-EL?3RGPh3w){tbW9Yb^)4T1lPq0c8*uQ(
zwd(q)sU%S`V$#43d#IKUSI<m=Q$R<BWDJc9lKqiw+(P*%ZbR~=a%x_Lp~^V{pKXk1
zjnV9y@OuO4Jn}Bgv)QtUa$q*D;VnFene9GmS$qQ@2u}kY5T0q!Q5{zEl0a20CQl=L
zR)=twSqFJfIx3c*7pwZw_ki~T_s;dx@NUL^t#?@Wu=d3kj&jJsKDteV3R$>bhzj8!
zKu2tCkA_y*8RWO0B`JxKjNHHwJ~tK0D#(AC7zpLhTZ3`!YjKd0>XglrVvTS6qRoP0
zOPizYM*my$UzznsPk9Tz7F*X~ZLJQ=R&A^p{Z4{lh3$HPFzbC~)WVyl$kg?i@jPvK
z*;)K3+;lE<qct9PhD844!)pH(NW<-xmmx?&T^}iuCjqFl58&L2D^>+<^G_}1ks8y)
z;|i&XoekpGqSGLFeP0H8QY^hV@!5TReWLa8m3uh?;D0A%!4NwDqcI}@hI}w|DbP#q
z*YP^wNr+K8u6dX%I(V%NY^|nE#Nk`icbPpl)M0PZHnR=KGJdQ*x(NWIVM4J(nC1g`
z8YsH-LNdK^g|wk^RlYs4=d2y&JmuJ)y?Io$YXhx4!U)vr2&5Z+c%`|sUqj5O?@(#C
z7UM5H4t6w|m*B*}xz8)aLqWjLH9sm&uu*jUO`c*~y<51!AAV0RuCzMX5X6SX1RZ}F
z#tz~vJ2{T^Y?p=keh};M7NWuL@F}ZNp~W-co|xUoWv2RodI*!M@b?QeZGRkNC$LB6
z39o1dUF><78_H$$!SZZ#QK5RNuF*mD{3;|HN!>aU#7Zh&qr1vQEkrhqF0G)uzZ8p%
zFBf)GDS3<)E!8d2@^;1O&7di(C*^(fCmDOjT#2O<`tI6nArAgWc0fLja}MqFW^spB
zE0fNBgbp4Fk9cGKRHK+=`ZFFWwI}ab7?e!fuT5l?ql+=-B*25=ct{V8RWB=y>P441
zg4&{ch%(cW-x4}ksmV$_Kh5rgUB(|L?#aCX-r=h6k8=C}lD7dAy&J5yRA`bRwmVvM
zseGMnb!|;&nYG$w+7-{tCxm)63}^&YUs31l^et6}J{mqYDBvK_h%Oht3vvG>ct}Ar
zT4!1>{_*`<wP~dqaM(v$-741y82^GW=3*}XZg(lu!L+YF_x?fqx5MaPLPHwc7&$sQ
z80%X@|LfTrSU@u{FyPVQ{kO-(MJr-%<z(zYD`KVZWGrNCXlrClD`jkB>STt;z`{b$
z{J#M`9y1d&D>Dzz|7L;|3-?L}Q&S#A82xoLfqm7oDq9P7ybTUyexbprq89-k;qo34
z;)_5YM$oLP$5*QxLV;4Ld)1K}3W4@)SH1E;HuO!=3Tn-h-TmB2y?ULVnYqbYzy0dT
zMu+nQLW35O)BCJo-dSFAR=Qy;3JMYq7Ma!lXoKPV@f+Q!;|HdGN7=FlM{)rwDH=Po
zk*^LM)C4R(0BqIR_JEDP%22xC$twk7w%R5X7{sN@WW_QgeU&Ti+#*}cw`050RyY52
ziN#<$64o;kH3tK5&hGvU38uK5H3F<ZF8*eta1wKxXUY0o<R;-OnLAe&CVacun&Lvu
zr-{7n+Siv=@Hq)+zUnwz_$exsTg$yobp7h*2~F23{~{1vGNWo)z<}=F0ZodhKrT>G
zkhUhRJWXX&peF+m;*=uq;J)|SGEG%CkdRpXGGQamEUmJE2q4jO54u-xk-4>*H?ID^
z2P-=+TT|AA)Edk05J)ajGy4nUJ|^JIXm0ZA^$vwZbtK;=CO>O1ESW^5+##h-YrAdG
z{QidFb3CD1rdIxds$8K`sZ(fDz2SVZQn{O#?^`&c3(91^QRN<)qTBq@@yu$y;e&~`
zbkq5=`&%eD>g)26{}{{b3;_cnyjph`HfFQ!`E<3+Ss}Z7=JO5q_se~54_`3!o55>n
zOulgRi^FB>4Fb`SWOzh6hrwCn>j|CF^qa+VX3PDtUT?o(7(z0IMzhDj*kGYz+0yO0
z;~A61W~0mavgMl7<z}PX^tR`F91NxeOM=_$=&b(GoKz-<!<z)#bT+%!?tZ~otJ}m?
zYqkwg-b{oB;=PijO`qtP45c`+A;z064(yRE=6Jj-X!g!ho)4r#c^Sr{jzd0LxwKq#
zS@eRkHb<ws3&y?J{n#z`LFejQi?+n`ocgK7L$o__NBvhEH{W(y@%gbs+qa^3p^<t&
z#V4ga<xh&yB%>wjrJ7~dGpl8Sbbb3e<a)$f#Ja?$lja{yVogfTGU@@*`}@0k3_2vj
z-hF*H4C3g9kXrfmGUGSQ?&$duHo}oKt0|@wG|TAe5gWtWc#ABi88p@CPoEzjKp*LE
zfv<rtf^U!a=W4DBiEs*O#OiQF#8uK8u_<-L`vfhU8iX1S8edgIRYX-sRlOEj85J3s
zolJ4LJhf!pr01(iey*rdaTrB+^wLL6c{z~s<z*R*G7j<V0vXlCWmBCvEDz6O4`a_k
z&nDM^SE%kHn|aN1eq45t%fjdD5BTo{A8p_K-j+TDb9A%tRw6N&I#A6~^+R5JGAj0@
z26x{hI0LBJL%nw>82((gAxwyo3t6lMqEN~N!9ZCof-esV7<^^9Vk3iaAx#6RgOMRt
z%L;KAJ7j0~_6u<sz#5a9l=T!X7<N}938ci@!|Ek{Tm^zoQ5}P>l*)*P1Se-GdnlL7
zgBQZM<Q!)L#fvHRbeFz%pf*fGXKzz&Q)^RcQ)p9XQ)W};Q`DJ>8HpLlnFkr((tGyh
ztcDvS7eE`L?X+xqPD67MthjoH*CUbeC?E9xg^CpTIC;jw)%k__f&JUE+p@#5^Rkn&
zy*l;@HZE)<UxV2u&g<8!R>$53+<MZ@*G<>4W&KacPf$-NPeo6}&f0C0){Smk;?obK
zF;2p11u}x-%cz7|qvI}$MLqv>*F~>Iu0<_Z*kgB{YPbd%EC3;7KI)o~O79|^0-A(J
z%JII>N8Pj;?>UX`uJ#qt@R3~@>l*eUuCcC-ETFVTWA3f@_bG4Nnzq|tv+JKvv0v^j
z)3(`<rkG!-+<5nU<5;`jM_$i&3`z6ne|j{=XrcELhEpTnQhiE8`uHmP>|Ah^_|d~s
zT!W5M{a8bI!Y{?8YC+3x;izuG#cGj;Yyr+^5p+X@Smt4U@>rwhS$*PJ1HeKDR5N(k
zm-EoFbl9kNFsJj_u<_yIXW=+!!DLS&xI}rhANUyG^Z>kuc%b@pS!e<JXc4+}K!f$b
zl5~)S#;sU^qHa;zOqnNf0#X4=ZE?bm<~Y-(yZ1Qj4Ik-Zf-uy1!A)T(ia^x(jO~g%
z6S9)#=sJhc)TPKx2?*rjD)SZ^f|lmk)uqr)@htNu8v(6tV)aO(n&z0+rPxi0kaGMR
z!ky)C?sEDR0hw*W!sCfAb2=0v!{+~}@83yMU}t#6au5{Z&}(AFWlY!wN)&>|<B?tG
zblClzU*Vf=f*k5&5-c1Nqi1Zz^AH^3rDsg<akS`1qNZfoGYjk-vZ!^L6Y}mAe8~2w
zuV)0dN77yCt#>LrBb)AEw@2DtnXh*`JENcM;fcpky5nH%!LarexF>{ONwN3#GKYv>
z39{s}Nu^#IFaAzElc#T7x_gmc;k1v)Jrk=*rW1}Wje)g}pu2mSUXiws*gcc4Z#=wu
zq`XI>S>v(qus#E_@94azs9y=X_q}h-u_yFjl(EUkE?lyE;aG!-Myuh8&n^*FZHsTv
zy~nOs2UI?@>sf?&Vq^iqa20llB>51HcBt<{KI{3A5ds5(NGQTW^84bcXAIi;l}^!D
z8r<@tOUTbc-t&A+NIwPfW>h^$(n5;!QcS4SLX!8%X2r{^7-rDT8ynu&{wGT~7O_oI
z*Yz)<FG8LcIF>l3IJP-@Ic72RvJ9gchf|5uic^Zyi&OUpmh&23gd1Tk2b%C?0YaQQ
z#qXBUKht{JbfETD`e-}soQ^Ib?=8dH8d=~ncCN0W3K5-_0e@EG;)2NJumU<cpLaG<
zTua5sVIVfX!e70QG}>iqQZbK2(g|3{ryU}<C|bv_9YVLrUB|Z_Vz($?$G;!^xX!X%
zZN>y=gx%F};zf_?-L-P!NRP?gHGc4XlX%B-k7;L!Pa7PE+i$e&YQ}YsZ693UdEb5C
zL%$S%h-b$dAF{Y;X~!ZT61u2r&oDYlYKko{IXY@;N-r-#JMwLcFfU0u%56$AFHvk<
zSVJ#lbC&>^<)9S;m*FIo1()fVwW8$+m&uqlqU8;j+nzS0<q(z2AQcmrjF^R`l^2!T
zGHOi9(k)UlC0m!Ooh-LST9>b#Jh%CI7iXWLz7={Gu$@V_)vuL0mu#9vua!TSe4P2P
zl|q;ForSQKN0;oK2VNSwt#LP1vz1D%csF&kS>j11sO%p$neLUi5NC&#?*+P$YKJiI
zRf-~*?qxtCUJnA_$auo@oSNB^WY`?U69`CRnb0Tj0>%->N@>p|C&bdp7>)C*3W$sg
zuL_dLq}j<xj|;YvLLU_V#o(WX=SIBm&p*QG@+pwv4oYbea`OLTsvP8xTpo5_=UL51
zOHbkL#p*}2Po?5AB4mLch4{blO3rUkikVRS1DPLjq5GUfqCgfrPn03`FVi7iXqO?w
zXjbAO(rDJ=QKM6qdXel=y;Igop<G<<deQxn$5SDD!N^IKwq`sYk<Pth#RjYi`uX+8
z^hhczz0po(W@Mcm?3BsZj%H@sosIVN@Jq|Dw}72#HQL4S&64J9q(ibD4%Ovw%Z;^P
z`iMX)Dbn7abzJ%c0jtj+Yp7o<LDJrwX3%)s_{PCixZ_8qqp}Sv^%N58pvGmj&2rmW
zE1uHcxMo1P9YggLLo3nJ-nwScxgBTq6m%;N)7}tqTDl#b^%P|*LDSySCQ&B?dMjnq
z-t(ppyB*Q>gk~$b)Be>-_-W5}JK6^FRmxSE_Ga3<jrR5MhszJ_0S~8Y@re^>Ku|g=
zoLN#jE1VUAD=PF69A~`HjVX4&o-1bb5hQ0UA8RDhtwEegoMfG<QSeHRa|))F@Jj5l
z^nEgm-t?M`b0enS@S2TtN2U(Zx(xasZQS#--=`_}%9IU`EBGJ74(9ZnE70_TDref!
zjb`@ny~_{vfgon?)}3C|0f~0sEM{L#=U<J-EJW6rcvBpTJP37(SVRFak~BS1CGVU<
zM4_8Ro{&U=k%q`5ySndE?vttaY!&n65VO7Z798s^wf!dL0rGQ%`*1gcjvwmTANPJ8
z@!BNS4a&ph=Lz@YZb+Rl)%nUJ<(G;zahC>m)6y``1Dg&t!EHL%1kUwrgVGIimMxi9
z#w)4X3f1Y#o8>zTkLIoo9qif~)!E8h<~t0J=&lhR#M<)JDa)JYI}MNOCwFgt-KEqg
zV{c*I<<%!=Z^7NA)-yovBGD(bzp}aZEu5TYIiG4tt}dLOS&0WZjf?BYSqrAwcBgHO
zm>8hwSx9OCJUxA>V_{NbRkm!U@xoL{kx%SK!YoFjFsF5nAnd|_IOVoPX^up2j)Zwm
z@g52RdIna>!UV{o2*@G~$YKz{`S1eZq7ul07svt|$U+~={NNTLkmVtg<^L$lLodq%
zGs{CY%Y!+~!#>XgM9-l~&mm3EVNuT^RL@~p&!Jokfo~K7a}*$Q6hd_rV0Ij0KJ~Sp
zh2PFiI<aU=sV+`CiP}E#>pltk{_W%YyAbRQuf60>{j)OcWG^qDItS=9MSL0uv&7G#
z7J3$Og1Jbz?a6(O$GNt}_-c&=UL!3m$cr3E4<bnacTgBaM2|>BpJ_yoYDAxlM2|oK
zK1AGrp2QGxdQ?eDkgdcJ)WiVA#1Q7hAg2-Fu^s>_`&caqoJxeKpbljI0MGy~vN%kT
z3n4Cyh{zB<#qdwhs6^F(MOD8>)u4w}pGc7&B8wqZivebfVW_$-iyo<qKI=<c4P`y*
zXB{q>9bD*;;Jp|Z%5Pe9TQp}|q-Wc0>K$;F+o^a5$SRwBK?x$hMPxmJf>1cIK~|$|
z(76K1uoXk*G)m*L731bKOylAeL+3P3<EmC&<CPWXs1{S|lyT$i6)V^jKj-R9<Ks0@
z=NwG~ybJx$2r$<WA=e16TY&F9((D};?Hxkx9fs{4O1an|XV)m07t?OK;7J|3K}-hb
zNlCl0O(y3_8oSL+2IWabyGhMwyibzjfbN0lC%sQq?^5jJ;Wr5HyzE2bxABjIZ}4w-
z?}F}e?aS($<+t;Xhi_o-yzD*ed*(OwkBV<*t_csDXtv==;X4S#v5f<3r{+1>cj1rt
zZ<X(S@5S!Z?FVm9B{xOIA<VDIi4KaK5pulgQ%$O<Q9oD&zZ~DXFkJIqp|;Qzje$_L
ztwr)0PVtbPN=6~Og<*z8)Tl&^d3Tv|MuLzu6aBvuszPbQr8Ff^iXl-Zmf>t4SN@9c
zLe8zpE%zUt$IM$!#I*_DBiwt%FT)=Q+x^ma^qq;>2Ns{0Tvc75+BB)ayP*hbBtfFu
zgLlYT=v|`qavFl|RyiGbeZJ%DZP``YoEwJdoZ|GpuJXR&>N4a7A2nWZdUP>}zCm~^
zP<sqM>An?VzN-$eRGN9$B$8i#?{|HQJXUo;$9cJlBIvY2MV9FNzZsBU>C%U4bSoM&
zK;8)?hhDv)e|_Tz=6ltUDpAkPld>%kRciPyO{<cslShw*->I!r6LJcWJ}B+1lM_Op
zRp4A;K7fk_M~0s;_jb`RBpdx7E6e?58u}k#g8j_34qcovpi9H|Kz4yXvlBj#>EBT$
zLW0thg4ZMA%st^0Mcbv1COj}=TTIWDKd8H*kbc|I$XLeT>t?_yfIZoyMEe<L3QNP7
zA1StGQ1ceeCPGCT`>8DYjam$BfY~AeN#_5#V2CuDrX^a#hvL?}8Yc!9<T;Wg55$n3
zQE&s~$b!J250ead7+0w`Q7T(hWDtx0L;#T^QPP4MmIEfPi+RSQ-WtxpsZgtqb=d40
z%R`J%g=()9G7VDd`cVf7POPq#ex3Gp)<3u}>_u~laRi(AV}7F*uKIgkgT`6_i<*HY
zqJxmcO`|kW8pNzozeJ!s7kEs%%Gadyrm7x0i{XGlO%tKMRQP*e_Kp7iK$N)vtCQq3
z*avip9^x3cg3*L3c>;ACVSnLneH;#3RPj-dLdqOw*4vO7E?p^K1>SjV9v7br@F%4}
z^2Z(#7{C>{eBU#HR_hJl0sH+Nn?1SF57o1)6iNwU09`<-Bi}Qv^;>tkv+oM)tXovr
zN(K89ZWd3()ko8r6fY6e06O*(@?fhs@8O&~eCYVuGB~2|kd{TZNshqtk9LTH|DhTP
zwz7b7ClAcS8^HGc7X=7200djF^!416u6Jk8#9RMVD&@~_hC@;VWJ}UAfhsnLujL^1
z7xU*xECm?wqVWS2Pfq7M#nx`^!OM@IYZzTT*_8n?+T`Y*>}emrj@;n>w^B3TbD5?;
zD283=spbT5wLdj%B971gqBqR0*DlMhCWA~&YGbkJO<d<Od{#2zgQ2_l&ckRB-;r9r
zB9%-&HYpxd4sDS+6PPiC%=qKo7u3;kyIZ=BfAXu~EQ*i-Wp?4EQ|1ky;0RE^;U_)`
zf_%uwA=`GXH4KyXSV}!bOUN?cF2~j|ZKH1E>bEg2niXT4In>(XX&-^AUu|_4uiOJ%
z-qt=>>goNTzLw@brp|YKpD0{WBdr6~cWEC<HQ^AufN^WlAJ5TQ<XV5g9c2W$6u)XM
z`N1Uty2x!kkkMr@zW8E5X+Tygz!Wpdtm3hUlH*wv^fa+ob)cs<sn~BJ>fPDf29lZv
z3uDF!m=?wG*WUX(3knlk``9pqbS@R61{jr5)j$ZRJx|gDh8WK^n4xC}hdLk~$<5AO
zw=4)!yYvZ}d!XU|3#8C?Ox&6r)d692O<4|20rLrR3guSvO!A!6N6D)y1_=<uTK|Kz
z2ElH86GM^cFA)fMQ#Uw+OP*YsoxRj|bx6?O%Km_ID)3Wt-cRy03FgiIUx>)vBSql=
z1qzO#PYEDw_~WnxT)BcPJ^Lo<sZyu|Qm;laIEa#{D<Eb2@z*;*FVe~p|488$ZXgyV
z@!taYDt}`+V9S1KxLNjfGvZG=zB@D)|MIXSw)hd%IuGJh?`calve$l^#5V{x7mBrM
zoRx^K^|4$;u%O7`MainD+kBSY)G5Bd(+HaJ`8|za0z-2m#ZfNwV1!w<f<3Q8;vM)i
zb;$>}dn$p+)noD;R=Xg!+X7kAsG(|s8}M-BG7Gb3OwHlVVVkaH#f}E1gv$@z*|}uM
zU)C(TYv$;f(M$;v$px&L;`BYm4@9(jgm2cn7`yp1oDKnR+NQZOv0?%|>r$O@+9ZJ=
z)BWPReu@er!DCd?P5e21?rQ#9Dgl`0oRWjqOfc_d80n{qMxIa%52<5{(^mM+j}#Ql
zuEpMC#ljaj8%LA=$dBi?R)lp{Jq6_6ZQAef%Y%W;Oln$it;nh~LFtSR4UHqw(^F`P
zKT;cI@#Taeu$UPMR<almP6h&ASv+ec&=_w@R#Hw%MnisgKl<Mv8iJoePdCU|NM;an
z$o=TVoX=dXCPZz}#Qd|fvh=;quozsi%x%!n((bY`^h~Y3X)i}(SW#X#z9J`1(NpK>
z<5e4K7?}xG?9S6{*K^GzER}1)AGFvW;U-O=mx^D{(mx*H7c7`0W;0_Fp(b>#Crl42
z${yJ^U@4YY$XS)AGf*<(B_n$}WiJBLVRNa>4PjI#wRhmAB7~)VaNx#5moTO9#hg+Q
zf8lSRl+c8SX-Wx4Oen?0S=4T{y0`GW1K=%QVe_?qSw#41^zUs8sp*>Yqcsd4<ZZnZ
zlP9)cc91=SO<N}6au6J2dt9zA=?E%%Bff4)QEpQ&J?`&!(Dt20Xy&G5YhQ(@-MZJF
z-D;=3Qj_$cr;hL4ZESH`YFMMu*#8Ek9b{HGku%G>W>DV*XTTT9&QW$lZQqGDt>&3q
zT7eZ5I{uK=$~7rI&e)x^5ORvp-m@8CekQtZWCY5yYb+&llaEKQ^k}bGT_J90pJP9`
z8SBXA_MYI{tU#7NrzNH%oc{>}63ndRM@WScUYK6(a(bAN9;N$|Kr=x{wi^T@BwM|1
zHp$zzm|<OVtE_Rqh2N@a-Sui1Uff22v+Wi&S^gW7^Cs|H*rDHwDK2iJrRK0NHkNk$
zD<dhcvpht5Ia!7A)9<BpG|-d~rC--RZQ|i<s0fpMIH;z2b@8!M#&rU4{I@X`ZOi%v
z%X<ltXYoq?wXD>%LsRq(2Z#$Fk`)Ni<42$xcpxho9TfA<x8v0L8C7N#D$=x_sdRPQ
zdUF8%SHDZcu&}M>uG<xdvo<?>UE5Q4=k%&78qDx;v<9_yO`Oh$&kEeW&t+{TC?qXI
zG`kFPxDBs)c(2L6vJBcha!)jfpa|tJTNO04ki8NzvBDB=^hOzYxs76lnuT(ZgjKDl
z395o(xx%acX^!K~R{LZ2?LTX%FuwCue64?5U@1t8j0fvU#D`qnH<Yal(-Nd}PEb7<
zOU>|Z>5d7eL}g)DbX~wOCvWi?WcKviMc(`6dRcRD%-hPXbu#Qca_BH=_+U7hI6|&Q
zmyMU{`7t^gJZfbP=Q1+7*(A34*7sKP^-zD>999r5tGHTzdAPgAb~je|ew?lfjJnyg
z3r0&HwhE{T;o+b#NSc$wbRTZ|;aQ3tL_q4{LCc?CufI3mGtRc=QA!A&E=*nDl(K+8
zkOEMT6Xp|cH+=7Jj+k#KOsTDebiC~z6~S>64^z19uCPE}3`QIQ%doH3#3`Ffby7Ib
zbk>$|qh{{3JUEY~hBV0l{0_FzV@%~;C0Czc>Pn0oky%v>Dx%VNUK3Dn!HId1LG*^<
zf`_s`CYcH+cv^o584QxSoIWr%T0aF{hbXkKGIR*e61OUMW17OSJ<%<-ssL)7UrQy>
z*g{hwqKu89#a}oK?(8^kGzSzh$GV?<-3D86u6(C7eKb!D>58}{{jfAnJ|T+xo3rZo
z-f?o8#ID5I+cJaPEZix+`B7YHv^)w<`|IuwLovE6CIqn<o}(vx5feBH_Fl-f@2y~h
z@%tCqbPU>cy0D6wpPPtFC6YJ;BaxI9=E}kv8?CPrtP1K&pW7Lr4}>x7>kQRo40peH
z1ZF8je86>C6pJQ3HTX}?V9TGGC+$ICIUrB*AtY^J8gxZ3<N>*?jN37qR;tb}#vnl+
zE;G<CpCP6DEF!Q9EeW-nWYQxj25QeEKRUs0kY7X;b24;7Q=`AfBzXTm?1;3p@{-ij
zr^y?y$Z?xr@m6{5S7$#G8siM+8E}%s&eT*3vS%^UnM`gSALD2;HRlv*jVm>j)8`Lc
zC37&#r#)Pb@YtWL+t03qj9EeJD?;~3W9b-xqUu~edSGHz)g;PY`aG=2y7!irgfEKv
zvD)bfKZQ=gEm_z<mACi9X#_RVp6?PlZF~mf>-T<Z4nXX8=?)Opm?sr&1S&Xb(%I3F
zC<w?=eVWYuW{H%u`5kgZ2s4*foRo8`l21#^Yf#xd!_$Eo%1<ILI&qK#NF)f=aA7&O
zbPi;22xjvmDVs`ctgNkUn6Y>;NeDkGT^oO2nWAhvyxwf*s-~PE+u4Zt+q&$e&nyF-
zQ=N^R&8t^&EY3J#^b<q7s^ukb&>K6c%+LYg&g_>#UwA_C%BnN{nJcyfRz|WGrcak>
zr)%!1Yc$OppkZo43JEfDe$=_>&cL8BhLlu1fbks02zf;vxm((s^cXw5uPJcKhE<7P
zAcQ(~Wz$?`?3k%{*!4H&QZxg$+V$Ud$#92k&+o})mfh%bVZMBhh^exP<y>rOTGL9Q
zm<?Lkcj;Jc5x1hfZM{Z%h4dU&O`|`tIyQ~M%#@KWG^3~yp(nENm*XpR&*aAXJIId;
z7C)xOLq-d`7?nxCt&mcZ9wDKmLN3rONLqoW5$+R&Ws1d$l{Ba;?s*n8_vH~Dwhdst
zs$FS1PY?A5l(R;bFyEQrhvLCLIOZ=cxlHQs+Sf6m#1x>^8eLo{tl}|&d7&s?YAkM*
zkmHN*vAg-z5X2kOcr`Lzi~54RGnzASJHeHof{W#KJ-YeX_^}99j?F#JTxspGpE%I1
zi~V^3)7@6LhEpTQ-97lWxhlJ55ixk<i~7b6hz2^hJGCvd9a{NiPIG;!$Js7Zo_m?7
zqd&Sv{|x;ieV+8q#Xg#oy7Mv{r+Kt`Wvwvd*p>bI?qv-?7Kx59<f06-L9FsuqGA!<
zM2*#Qe}t~86k(GXVJy)^F@zCdR7t5`ACwVt;xLK)b5kAw?2CV7Pzii`u?@7^&)#Q7
z&H?td`GNfl*MR(&HH8u`7#kXW326%jpRF}P<zX^cmSZ7ApRfHNmJV}rBSOi#EVdM*
z3=9f4tn&jQ(l}iwzKg<#81;AZBICoc&Ad!w_Y3=CI7V67nd$1enlRFr1KHWKbcYWm
zX7X206i^fzHhmMzjgzDrvc_d;#G;vLA`ZnQo4cGuka}N=s?d4i+QPGpvV@IJ)|4Ju
z1P8Fi^eXWVz!o*2i}eV~gWUki0jHVk3?B}@oZBSW%5{^P$vDc0Giba{(4Lddo@`%k
z3<Iw`LbD#UtO8+Dv2@z61V85x?%snfbgJB;Yl4Q-PQg5Np7{ZwoG#qpp(LtxOgA|^
zixgLzz0wfdgwycDa=EHQn7cxzEb4<lE0w!KROL|MaW*n%93U<Z>8>lGGZ%BDhrO1e
zbP7`i1W;5xr=cgMZ9&s;3&YkPiVqBP=l8f@0c!t47p?{xoGY;^*{K#>Ex^&XruJxm
zA8Uj%JFHm&#MUoP(KZ+>3jpyQ*yl5ZaFh5z7jiS?X+X)~TxQ?DyE~J%>E7J-Sp^q{
z)!8X*N-;8Y3^sB389j_~s)Z1$^!%14X6a&_)Ja<|XH(|8hd9JJ?A+}40s92B5tbZo
zSyYN%jan=kSw#_adCgef!s#@Xm&rTt4B2Bl@F>okYN$*a>)2MHt2A<kc9#kJ#%!gC
z{yH+aQwl;duk#9)NkcX9)eV!l*TpS2+4UB4#BNo4taotjtOE*SO`<=pYHx4|Aucex
zEWZbffuW(kCQV8#eymuHf2!4{Tdoh)hx1`HexS3L-C2LKUr_YL_d6X}+qUP`;OI>k
zc5CF;a5R2%Q1Txl&otfn{16tB8!=Rr(^qK4$D<*w_h;I*d6dO|_x^KxohSG9sx#~M
zE8=kV-D)&-2!>52>&>3X906>gkV^pv-yaa4-wG-}uzr9b2|*(SveHl4D!^tg$%PMt
zgD#d@UfEjlw<4pSm%{oQ_p83;aYY5Z9NYfoa~&eqJd^mc%Jb{!(<i5w{Hz{1Zq<hh
zD5m1`-S@5Mc|T$MRIIM~MME^Ov40cJ91MFWX3XP-{q|!HpmVXS(QB@K^HcC~^2G6^
zwY+uOHrPfUSME3sD;$7ZQ29(euM%%sq-WsDzJrp>FTQI;%o#lK=pyfG6dae#m1A2c
zcklUwz>hv)Ypb+k894@!m5~-Ggr1}OxF=7^J9EuHy&jLhERs03N#P<9Je=uJCswqU
z^qI$&9o|`EP>RXOsLd`_`S?6a*_k>byHQ5n-ZEybf}xobA4G-30xi?^mV3?xDbGvs
z;no010}%=^`~m)heL|2&{(wbpB%+FCIf)HAw+;m{QI_nk#lY!@HY2wGGZB0d|45BB
zKi$hadY>T<a+uKT6)e#h;w9dj{Ib8$$a`Q!jxrG5swEGEL`)ZML9eH8Z}Nq6K~uVM
zaB3xbZq1+@)N5Y#_V&EZK98ldrA~iCQZeDW)U}11GU>1sYO|9Pn7NIL7L(Y;XfU6S
zyqDeM>eD(BYLm7Ffx!nu_R#msc$WnrbEg)MGlt(~t>1vTfAK?vtI%?ZHG+<7$fhFq
z#`G2aC1d2wUhg2N0Wzjo3b`t$U@L$u3|yEW&Yp83$V7_v2WF66g_cdApb!4~4VeeH
zM1N=+Fd9sVpB4>Jk?+&c4(1CH4xrP(vbFMgMk*IOYE5=+pTTkQmV?5;<pM<~7{cwU
zBM_k~U@#6i#&sq|FW4LGh;U*KC-3N1)MF3c7zAog7cdMBpgK&%i?<hUdt9nM=r{L?
zroSZAZr%&j;@5Un51wCCIp}SE7$CwC0^Ud6|9C;-yb;F@q8uE@4M+wcS_%j|BgKc;
zXU}M#(6b{o<J$Ox6^ws+miGe2A{AMuy6y^Vg_meW1+)TRMq4yY{W@PYo-z332HsVF
zKe66JPnq?=KJGsNgg|@0^f%Qk^<Rg*rXGYbg$^-_KO9J5DLE5J*LT8Q*7CprJ-{3l
zkH&u{pNhQ}f6H~rEye?WQ6uwyubm+^tbv)CpaFdW(`Xc47I<EkbHqE>F<rRBOD@V0
z&#1iJ&eAHpXIy1zz9A%Y@^8TqEK!q~2jl0ae`8Ku<pH0=J5`I5id6AYC-~9{oKgdC
z<r@sr&V{sx+l=BgozM?mY{m&ey>5p`wUpdlc@#Q|12%#pI<}1Cz-K+S2uc}fjrSJn
zKCnIL$wTE~MeP;USX3AWMMjXid5^5O>Pq{V`g+)1i@*5#IJ8r1JsArk<>(gdv_4MU
zeNQ0DC{bn;Qv2&YiKNH2cUQV?)3d++$?*1uR?ffL&b!^-ma~#rUDI5*nK(JyzltRp
z-eX+BAKuqg9UNTsht<(Dy~n}s?`>ML?ne`={B~Em@Z!sLkyz)hI|x5B#BUnz7A#l*
zd#LsrIRM{)OABc+i?wO9>{6~TG$M?MubEB=C&V{R=Y{j)gfJnRDU9N9)?|cF1guu5
zOe@e>eReS{2zxmzhAEt}R1G-zV@5n=v0#`F0T<Qi>`gRn42C!(=dL2rJtR`XC*&N7
zd&nr+OP(XIl2ha-BuP3#+$}r;7oSvVqdjP}8iR&ykFkSA4fQpcR7%$){UBV5J2CA-
z2>_*S7_!GQgiV4p!9FpDE*19@Jph6fM>vQaf+Yx`N`e8hUIqw@G+uHw9f^-!UNM;7
zzwiAkf4!Iki!6dOL4)OmJCQ)0KXGu48g7e8mD*ji7uO{&4;8-t)9o!9d8yN85{OXK
zw;#Gh-{ixC?VYVvufPU}#o_E<fZ7RRr&Y&V1^`TJbD13$&TKYnF>GAh=V~#MfgEU1
z%d|8$1K<c^;ENR&U}@w~e20V#I;tEze~!D#O>qS02uoEII%$Ger>JQPr|gx|psmPs
z80h)srJ(7`_uN<V#bLqL^O-FIrxHP<DGrG*l2^8tNQzkMN5c{3$y=PxW3t8x;M%hJ
z;E@f-nkRw(_|Tqpbv3ED%nF`0om+PfX4O+)mG6yrbRElH0I8eXI$Jg;E8`)j$kSZw
zhQi-p*!p}k;$r38JxvefVilHzuY9IbsBB8b?!<D9+5qs=q3R|q4l;5koKZTkc94|^
zurcv)_^@)c>80d}@CoH);~U_T`F!}ia;Y%~Zs0e~6X6NvX441ekGap;JSQ<SpproH
zK|3J~w9a5mR@a!J>CiK;7{G)97%mV>I2_(96Og|$FUW|Svdo8PltWcj7#3}DlMRT&
z7OT~Ou4N3W0XK{rX+DJvC<mG+iEDiBY4>qZbyW`NCSN*$LrOvSNj>F0%DlrY7)&M)
zVZuu8@?Tku_?}-#`-GBsOyeQ62LVrb&3{@=yks@=Ar09bd&+WnO;6#ro1@Asa-IM9
zrQ{Na>)@ug=B53kmw&M=m<o25`&}l{0J4SAsK+C>pY@57wDzKQ*S}sLu+UtYbGi9J
zrZ&>O<1g9xf#**F-+QY)Ro`q1*?dGWHG3r0;8hC;N24{KWndWMT@CsFBILglD&TW9
znRIV-cZdEQ($Gdypgn}n4FaU3m#D@1#Z)J!!}U1D>v>8;>6r>2UU3(TVk-6_MqrGb
z!{5E3nn}HWyibetA~LjohC+IwzF>U7m*7XBYKm1Cp0f;w@hTQ6$SY*nVmU@)VZo;?
zV5J4Mz_PED^rFlMt_8^oK4L-GTaag=B`4vtN+~LaN|J&JVT)uO`C@Hb&{S;{>w!iE
zS1kebI1A>rg*FtrV49fs8lY0$*|y_7uHlbI$490>_Kh{`!i^KVvwNP~($ng;MU&qJ
z`<8^4ZfIRwe(VS52QGk)->*z%pV>U@62ivn@0@9NdRh)ZpDE-DZ5kHpssS{rtN+b-
z*~d0<-f{e1;+%bU&TnVm`Rw@Z9NW3GF^Q8qpI<L8w)0XF$K(Y@qwrP=MQxW31`BIS
zsk*SCuGzFwpqmyXXa>_n1RI1hX-wKnCFs;CNPAJWQ7NlBm1ydgR&7O`J!j{QX_KbN
z&)t(a|NLIQ-_Q4U99G+F0Rji0fY9x(_KCijJ061*Xo8N}^Ke$o#<tn}#s1iy*vr^)
z^#pMiI&1%t{oS|)X*M+@5Xgptkx<t<>@>mnqjD%Ti~LQ-g_r<|1`!d(S(v^i>~uK5
zQ>N_#_&Q@J?MlfQ#$JE1v5kdd;E(%dTP=u8wbhUob^{;3NVci;j1;sp1_=D?b=ZED
zQA@-uDqmxSiy)6aCfhPhFN2(7CYdSb7fcmnlNgGT@UE>JynM@&5)40G0NHSU)ex5E
zheyjKy#&x|ex0kpLVZX_nDRMnlEw`G1h<8X{;imVs?5m>x1k79X_rt@LJPHG)1sLb
zt>7taP)K3bFrpYjA1;3X_Y(t!Rw2CEsj5~xEzOK6diRv4yWRiH;_013aX#4O(d!cF
zed+J8C{b!G-7Nk2m6lL_aue%zsW6o}(zfZ>sOvBs%-xykN;IV!Sz8R(5}k*a4nyej
zY0zIU*rO(>9V)^`WlkT+X|2>p>Lp2+s7Extcpu{K7pxbs`~6j5%B)t*WOZ9rS+-lp
zr8HSX076x*nnWhmn?h14wgFZ8<AKMU+Zr%d+nsRevxNe0F_RXHxks|WPa_{?Y_Lsf
zaiBG>Qktt$_Cc?5slc0RM5S_r<GyNHRi$G3pY4D<Zox@FW(GJZI|K3f=D@3gD*-ex
z?!KxIyTXV&EQgWsp{)--q<KZ)=I4h&;4v%=uiN|l@Z!8-LE$Y$@BoM{WHJkjO1mP%
z<t>v|Hf`0uh9PBzAs+T%tkM~!HGyh{#VD)tQ|VSfX_x3<c_=4nBxS`w_g0lu=_b5#
zE90{trD5FtE%%;Ze$~|-YBlQgO!RKc_8lL5{I9QUefnC;QhRWG_t1fNULI)mUTE+N
zeG*sil=_9z@saE|Pe1?VC%@Z{?tUiGyyM*C8nu@s^rjk08?x6ODn5U!5HF<m2fYq|
zecQgqz_H@c4|bbz(%taElMRwX{CIarc(}iAu(9R9j+D?|X965yTVAZH2K(I%@09Nd
zo-|i<?{R;v>ZH0F^T31L0ACPMh}L=xw2uzhf*uJ<L^9D#Q#aJ<&U4vNSNKbs1Kxw|
znCGbXr1q5Oc=UMF8`?AOH#}#<lhMhhOVBiY*>l-@DSTeMLCi#Fn(m814Aywm;hM;1
z@l9w(#5RRPp$NzG5TF>|NZ_=co|~ay>H^WkMWcrz8iEj<EXgX9;&ie+1PPH48Bwm0
zNGLkjG~V0{LH=kp7UFR#L&+3EDbqz5?OLZ0WSx<aftYr_g@Q-{Sg<DYe#j;`sSp(s
z@Vz(DPG}`=DNH!OP|i{-%Rgqg4{#lXs*QFE2B<6p^nV!Z0%QV?3Y8JQVyqKH#au^+
zpHs#OUR!hwT{GGZSZ`k4d=zEZAQCxWdN`5V@lrC{NxxtuG&-Hzry&D_=d$S>{dJvD
z>&u)tvHdf+gCrRNgSV&-K0Nl@+!OgNvd~u=jF~lh+$ItZ>$jhhH;4M*%OO&0OdczJ
zUiw4TQynfFVFq+r;U{DS%z+m8>Aj!oaHCW+yZou#Y%r!#%1p6ThReH-xL)AS=q~G~
ztW(q#?z-y>CqbF?RvV7KH>rU&8oh&>n^e3KmE{I~fb;tg0d3Op9tY`By5;dWs^5bE
z&RhYL2l?j$<3TI%LhGb;%35WeMR?g_1DOwV)CWC=0tj4`qkfHdM)}o*Tggz13mE`D
z|BY}~)|xk#6ID6$@;tmjV9o30r;tZ$54h%TdSEb>92_|Ij?si0jp2;<^~)_=jHgJy
zM{lWtx2g^frc#5-r_{70rOaBhzHS#;`n)q%C&7QovQ{q~6ct8yf|{NLHLZm{k=r5J
z=*ZkO!Ws&Ov>K~HYtYqcy}CFg!f`5PPdPHKE~o>}lbx0$mKR(<hNdl7TyH_wksBzj
z0H<C%hby!}ndl~5){_7qb!0}yC-EtK2Cu@En&(jmXSW}s6a=MAB&F1xqD=NV$9Qcm
z1mOyDR=%&or}bKsGe{ZGX}kbv(-~Aw%H&+HcMorPcT^$Fm0kFIc@_Q#Rf1pe$^w85
zSc$GM{|HX5V5GP{*e6Rrt2N>#!{$U_<nc_twTFfYt3?S#eSiwj?X}gIh`_MvOiL)=
zSXV^PJ!Vs~kUs$`OD=z+x&vIR0KYB&#FWmC>5=W>p-tP91G#?`Rr=yziwNX1`20S9
zok$C!*pa7mzFaJq&3A0G4EGH89?>05PDm5&uNGfZzec{EIG3C(UQl1sy-8jQUrOGv
zeUbbu=gH=BkPe3OzFLM2;5tzghoPKru8M_!#ol8P_JW0B1TIohB94n_;&DEaCez9_
zkw`<i9G~wZyOe7_-_<kMJ6?$10=+RoEhr?{o2m=d5SGv75{Wn-WHYSHPO?+%469<N
z16r;x7~#^1uDqc*i+0LdX1a=lZ*%uJgquY<SrebGO2D@ha6-9RbJO`=uIHn!t9e@=
zM<u8{#q~X+ZDny=R7?<Xj`CT0Se7}%hUW5R&PisVBsdiZ-KcnLg11ro=t`WB%3-3i
zZpv#}{K{kS98|_%xh4!0CFL|qU8F(E&n`c>YLMvJ<v(848`FFlfMIl99Wg}~{~x6!
zPz+<&WD`Rx?|v3cm;3mOiJ?)cC2kL&khZmiqs@8ev$h(wR_zOFOy2CpT&l}9N)cF1
zjk))Gk|VWrOJ9T46~^}VE&tqM@I`TW0R3U9_?zq#>7Gc#$oaQh_xYH-B=0Mo+DfYl
ztTv{zSzkQb7UqZGZ}gE^O*P*Cr?FkXLtbenG2O1ybEWr@mqvpBCcElmn>f$-z3*M(
zk8{qiKjOQyefGr{$IjXD=h=xv5}yJgkccKL<D-Bfo7#}lNx;^sv_MK*Rw~%0OsJr)
zTEo~ND*dB05Xb@&Rf{^LO<N^b+q6IWLDPu|McPN!P3;ozeSHZ8p-A^!-n^FL=l49n
z55(8uk;OCX#Y$@;P78GDr=6Y6&oOYTyipy@)2z(KQ~7;)CM>ktdTnc)cVu>CcbiX{
zUyq+RUx;7jKFilJf?I&is!FxQW3dFsd##`uG*hZj=6^->Q3|<3WY8ojq+)$c#M}w;
zYa$T~XKQPzOgTHMX_P6Z8Ui`SpWzvP!plmzXh=%Lus+_DfJA1=8Oy4fyNSt|n3MPz
zFXbN6NHRwArIj*iP(zg*@ZkeGDJ)Zk@D-U9G9qMBjNnNGa>*l8OF79_xqS%_MG()3
zZpSYTcxYMzs1Og>3lC4qgVXV_jNYFI<<Q}-?MK_SKH&(mo2{&ZRkZ2kSuCQ5>zuZx
z{P7nbtz7e=#tfz(jQhsxJ&&*3(A74$xT(!yMP@0-`T76oDRm=wTg4Kp9bNop@lWuj
zT~S9BU`S<fB7Gm@YsXIYs@|ZvR{7yj=t$^H=)KTKp&GP`G6}29Y@prA=$V|xkO*l<
z)v5<@upDP@FpwDu)werYJ)6_U*&8fml?KAcB%Q=af2LUCl-Z^DS*=l{PAbmjBuQ*9
zeyiSR$bDw%KC^V6dGJ0?oyEB-3|J&_S0PhvWEbRd6XCLtb>dFKUkse+om%|!saIdy
z`}QY~<dn4++nOSQ_>o65^!WOh2F@;CzjpSS6aSjpp9>Zj(=&+<q467#9MuXG1uM0S
zeKcWh1@A!PWe@fN3i<L|?S+0CtaWX6ZT1ZE&-#zKPq|EVqlOTqQKRN?KrP!yGpUHy
zh-d~nc-7;%>kw2?yyd4<MY$_Mha>No+!C31zh6?y)F=QjHBI+iuC0Y8G)+(H`N--z
zRxAsivcPlxTvYO-mbis{!a`a!ZUM3-Wzj7|mVK6S%R81E7PDm}4`;wNN}|_I<**mY
zVUb<;?#R8sXmr{L7|U^y@Mdx0OS}qX6Xxe02#o*5TDkJ+aPlN{@OT?gM@Pruo2F_d
zP!Ro$xx!hKG3lr(pAnKjJiMs^!_m4l+Aa@<r;A>uz(b(Fqvgq0x_1u$=Hf?TEvfnA
z-?A+H)v9j_&-;+vHW5h4a_6><nbwFBZ0V$TxBYTx^-rH%{QQ%foN)QOSvg!64#P)Y
zq}T6^IC$$qB;BCwIbR;yu-57A#Vn>!6y1g~Yyj<gk27ioaxkTArMHM9^ssx_Gb|pU
zpRJ#UA5b4O)OmR9=y|WtPm2`K=LOL%l70(<*kGbeL0i&Rw9&R{I;JO3drh!xmxJ<{
zOv^GQG}M>`t0*AnxEbs+-!Ok_u9z9~=M)&VP?Ol)PwH+#R#QPe2!nUUbAlKW_{Td5
zGV`<ZrCGEv8=D1a7K207$8FYI_@Y^N$@syMHz`<^oyRb2RI%7$7)CTVS1K0okr#0A
z1qbG<W1OL720u}iJC~aHA~lUGULmTw#-dR<-l*)-IsUSwUU3zCx*ZupXE2y^S>6b&
zOG<X1tiYG2XLh!Bs#-D-jz*Ei%6fW7+O>b4bGjNd3rNu83%>_%>}u<5`%bsoS66E*
z{pIw>@N}Qx3vg051u7NnJio>$WkIceyq2x4vqo!UOcJV0lTA%`Fss5H>3*g^y@T12
zeu{Z2eTX@fel2}2J(d1<+Vx%zh)oLJgyQk`cq-QypP<Z<u+_%MzBEYJw0LA^#H`vl
zMRfZ7lppzJKkaV;5IVCpt6EI*YA2h;8)%0?n1nPegHfe`xB(7w)8Kb{ToudSQGc28
zAs_VJH5csaA5>^pE94PWQ>w1sz$c%oCRNmC=<^^>8T_~Z`x~%t!SM_&l;-|7SDH6?
zs{=#V;V6`nSd4&SMJS_`Fn$C$EG_#1t&lcX*N0FXF%l7SfV-Xzz-)%JK7xO6I>=^t
z!g%oOc-Z`Mf1<<N^5&Ys@y+d<+Wey55l+iW=Ww!hU2@YiVeij>(zUI{7ZI>x{Pw`{
ze3RUkx^QIuz>hca$S!~l&+YE)NhP<IUg*i_-y8F=4S0hh7@JY%Bqf2}zou#`w<leN
zn(4}I{g}Pb?9F?j3}rgR$@UOx^fyW=n4(*e4t08seKi^o2fW?V7HX@oUEJ>7A`Med
zz$fUv;$H8Ne^`1NK20AK4|-n+9)(BgAKFidC%j{Dj6PlSGw%iZ9q|ghLVrlzq(79(
zR9X50enIB}V=_^8E9dl4UQv*!dQqGPf^HXv=s`QMm-Um}83G&*7Xj0d3Fiu--Ypng
zTwmmLZVdmO;U=8o3>cwkFfs`wY8rIw2sl}6{{vB>9x=B}6ZK>toPi>)pIyqgYNYD+
zKw7Jx30Ug+`un*fhQ7ku6$5yMmpHYE<}sb(^(?JO9$o=0mb?q4jQ4qTM@Slw8`u|)
z5x%{7k46EVH7P41-#r(p5FUm7gD)#DP9P`ia3(sHp7Voi`n_+y>OOMu5OZ?z?>|_$
zp7+<eIAx3Hz`mYb`*tYxB}acm9NpT=EYn!svIF`n&Tbxj8$4!%A<)PvLMT>XwOlXg
z<+fS3$$PAO<b&3O^6S(a)>GVD)CKE#?ybm-|7z@y+{fr|?5y3F$^q6&36d2FjNn4N
zm$sQ?%4?MaL6)&e#OI-mn%<S(n}+GpSRF!n$>z2hp3g=SUo7g5O;`S*2RwDfn1Ijm
z2{wDg>e1NhrOTPoY?i`&`>xK{QP{7VZiT~MHY#aRn-q&8G*R_`I1xr?G>MP$QdF}l
zcdDpVVZpn%?D>e&VWBIc*{aGtkB9>_&{-K0mUXXG4T*C^>S6{`Mp&rwYH7*)P00fO
z&qH_@F1g%YXu7%@0Q*2}le$!Lj4MZumqP<#QVc6^;Oc5!iLn83E6$xOZJ`kj-sepJ
zC%al>qqwf{xihmf`>;Lx-r2=#@5Af$&f06dUW3ONJT-U$^RRgt;@C+;feKo{hBgTx
zh*KJf05>F638hi7L@J1*#&$7io21}2w1Ct~NHlHpqfMlcsufw$5Mo78@ATZ+wIS)s
zpU>R)x#yhk-gAwX#EKnz9-o?!L}N*D#k|nbvkMk`>wYk=dtYP23U7a@HImd{08<-k
z?Iwe9^)nxmq-pBAYm1DwBL4>IK}-FdHE;Z;^;@kgo9nyC@r@x-&jSf4m<Jxwvz#y0
zCHA;I9&ER_2L>V|k+%(_ksA?H*yUu+#99Jj4_JxAQzn*_kP@pkPIxD=+6Z5Cv-q~J
zL?D)LmJzj#lr^aynkU)Or31P<M?H5u2JjFM^74YU__-odlp#BQ#UHTJo6!^KBn1Cv
z6BR`tnIJdFM?@fRvmH>uRE}+v;xuj9<@08xTa&%bUh8B((!?ia(Gz$XV$xzv<Vi*u
zRq$8gRLvi$`CAoAFqZ@xfk0CzP;KUXN@)nAtr>cp;?33&v9oh@+ZWDOdin}H@l~*4
zx2@DsX2XMW6Z_+xZMH?Jxn*+QGfNMZu9kO^ktGe1m8*CxcPH0%?5(E6lT}hG9j;s0
z_QHks7a?zH!%DQYOnTKF_E~OcjIlT@ZZ5_K+?Am~EEOAw4aN8v6LZ8p38^Mn6RMHx
zJoDsb>@r6>)D~MIcgLQPx5|6u7d%Jhlguf{>FRUb8}^avcje2~r52fZBvTQyE+)ym
zz;QP7pj(E3?DnAHH>y>V?35(g?Q(luaRN?4z!USy;D%x$cr$c6EJz-Y(-I1zZ&aJ4
z+K8>m+-D}o&7{Lj%=&>SrOfnfHIoBy-gQ8A6L*H`Q7zTcras?*Z^*~`=wNd|>XQbf
zAv_tdcs|}vUHH%5NlaNV*_pbx_ilVwZ@*NV?X^xeQ)V`|+{?C1Ux$YiaU-RqAtA*N
z@4ph)&q?JlcZJ0Dq#t^F3vaI&Mp-es(?fmgRP`eSkYtX$|Dq2)$dE8g!uTYJR_1-|
zrnLfL``cgbaW->8x}l-G`p>yTRSR;RanWY3FSB~dhElVQBL|UGtv~r?le>DQ*)gkr
zaYbs;&fLjdhS@T8in#CoJROs{$m1*9whbn?Fd@ul)LdF;R3m((HiRT1o8nTFsYz0N
zN@9hSj&>WnrLEHD=pJdHX|zc+iLRQMAdyJpO}K3*LgZ{LL(Zz@<)T-xxWs5x2$L0-
zGw^)f?Ain;Bvlu2Rg08jZrpN<*eNnC;!EOjaY!5$Cq!OE7mW)YAri_kld88yPD11B
z!dWpnl4NElcP9Ii1IeMJAxV9sgbVb_PU69Mt2h5Z$o5j^c&IlD*HlY3OPNM1><V>M
z{<d;ZLwei}e9z7>h7v|#1WFqHB%4l9^gdBG&$1LrMZ{Sam+?DC<fo*isky6`9T^+m
zerQQtR#q*on_nNoY0KvDMw_Xkw8rLQ+qx66#rr37{~r8TdO<WDEl;+uRThr@HJ80U
z&>wVk&Yinl#apInzuNU0*}pXrV$l<~wbg75dk~`J>2V~!5}-z#?{qEL;9l=NA&#@0
zXc3D{Vo#Kd5JVtS*$5r5nCl3(RrWwna8;xyy18O=WLtD^^mt%6>Ii1ETdKtrX<bK3
z>Hq06qnDX=l^No`5DI-Bsj19p|DYK)l}L9>OQpf$6N&?z%^xlIu~m|RV@pUd5ZI`5
zQGe8tH_1DMB|vOJ2nh>4zwp_9=MSl(vn3?k?XBxV=c7^J{pNt#XC@_8r-LMDE>X;i
zGfx0Ig>%HoIB}a7EX673vlvOWWAmwp<219#W@(y9-HAWE5RoloJhO1^hVhVUccqX!
z_zcv&j5IXhh(!Kjfx(b}`sL48MI!X(%zg^iFAC#>0aFnjPcKxRrv3R;hPXY2bT#@g
zI%qDdM?sk6Q(CrW>Y7?!RgsXarA5ZY$(s2mcMj}JmfK4uzsfAS@mNPVzJ@(G^^~JB
zd9}fBcf|d(8kaAev*yL8Yi%YQGg_^Z7Cd1AFy({lmqSmA&0iS3Mxehl<?p^u<zM!`
zVtH_S>X@a$*a|F|us<Dv5Q4cjSZ}`i;Pm~pr2!;;mYHAieO@7@^ouEg^+P|`PgZdN
zorn&882-*H@C2if7G@Z}%?xW^te@mwf=&jsKVV%k%1;<Y>&E(i#B78SLHku8RwDKx
zK0_==tj95{5rob$1Aq(sIqgeBmv#*CM?)7JGF;Uz;&%qW!EhCR#4Fk*)~{ta(Efw<
zm$;9$OM+i}2m4*Z_U%}Hk4kL2%<a~0av#GPEKlJ0&jmmH7wdnBb#&Y{+{f=31%^=i
zas3-O=W^8P9_mqraIk|g2W1Rp4KtjhYo6eCgBQod7$tWR+luhJ3~l4YdLNdP*oQ|M
zMH_}uPYv6n*p|jQ6x2b%_A~6DrefP|<~pn=@4;#2y7moRKU&!LF@4{3&xJiv{R=w%
zAE=I0zej;<egzM8`x;QMuK-|-t%q@x+Yw7q*IUe=U=zx}agaM>xDPuhjG#?1!{imT
z)vvitkQ4^BLDX@bVH_H;Tt@43fR^Q6(+1dk(1C4n{shjo3F?_TjI$sdW46F3AAu?y
zTZ!wHBTQ(wD((YZdlRh1@tQu*C%XP?5G5G%BQthF+X#d39Lfat{S5W`6#LwzK>fmq
zN;)3bucbDpekWbI!`L1~-JeA$-0s}Vh~qf^9>)I9u&xxpui!eV!aA8pWQNAxqbT@i
z8WYpdZ9fdJA}%7%p)MlgD54X~7L?@}cN%_wsK=rLK;xCh3@y|6ps_(?0QF5#-Sd0U
zeyhjW2e1TV<`mj+A4A`rTVN*-u%`g@pY}b<7aFrVUkY>6*rG8rEoppnKnU|DxkL9!
zV`@fH?oB~Vk3+h5jIC)&c}HWP>dM6-NXz)@Dbw}EczY=ISV~epQcg_EhkJ!Hcy2sL
zC8yH0FxD{^r{%OQX5{<YWqua)@tyEIw;f}{3lVk+*tkw;MZHqoTRO*<8`AK7<{FrU
z38+9{cAySF{hB;UA-w-T)~f|LtKtfu|L)%V|4ETTBpn`xHv!~1&=lkuu`tvWG?ABp
zB5wu?2sl-wAXPD1p;HK2GlkHMv^)Yt1=1*Q!CC~$pbZEOZIxGru`Lh-h2)-oXYai~
z;gX<q%*>Z_|Gj&6&+eW*-*+NY?cG#r^3Ng4g-z8ZR&!kvvF!r>LVp?AZ5LPz<oQ+`
zM$lKRpz6CjZU28@9kmN+5}wc7CD_{%S|%J3y%6aPGz~1;-vJf^_r}^q-iS?$6i0_r
z9mGu;Fcas{!%nAe8fB$UrgZF6E3^-FUPByBqYUiVNDGXlr$sWI0?Jj>kmE6zb(BU6
zWPI2`H{$8$m<z{J-1_kvwvzKD?*>-lS?*W$mJ5U%ke`bUKOjdNn0VzaL0mfhd7FNO
z>c`{rrZ|;8@%UVYv2{2u!`9;##GZdog)f5j`}r|da-`%r-2G_KKWuM&ADM{UFvaBI
zLp0LA*E4{{z&^Zd@8=Q8!vkb4ryHe5+v2=xQM!Gc($O#78AyGw?yusUsyR>gTkcc9
zrLs@J{5X#e;3KjhcrX3->N4=2+)wx>{OL@ha{DU(%j6Z|Qrtsx2a#*dIb49x4S0we
zLVZ;>@~PzT)|6?us5dpj`f{+p&kHB2HzarCeG`5{Ed@{FTUE@N_6VA5@28&e@z6)C
zw2A-DtF%mVf!&Wr`e#)f=z{1E`Q_+g-s#MzW%hKeZz&zXT6UN{NanxFKA3Nx=42Tw
zI)WGKBt9s8Oh5T%K4;5*$R1VQ3yEQ)DP+t;lw<beK8#gC<p~z=5ID(H8r{Pu>?A&J
zr%^06hd0|V@Uw=mUAkZ8(D$t}zM!sBM~VAr9$!&S_*k5WYeP3R!a2?3JUz?jZo}d1
z$o&z$Au(dV=jjRaO;;KZo%WzWccWhR5_(jv1+w^@eGKC@G5g&?ccS{L6_=_kb6?og
zGNKdQBAok5@N@&YW8wqm=!@sxYA<iI%BU}L$^FqR-l!iZ=tcKB5%&PP`{+>xej7dQ
z{iZAEzZLxOJN&+kc<lp~`7GLhAUaUD<PX#iE>t$pLp4)?*!jwO2E3U=#kxKz-IOL-
zeV|R2(^~ZsZ&izFg*w5X=`{YY^(2k4mho%q_cUDB;g#wfEl~NqT~9&(Gkg-yThwma
zWKX5-I?9Xmf2c?o(cAiG^mgPEdQ$xqT$03BWIi+ga*UnJpQ^>sJaup%@Lg4iuK}v@
zc`|%X^ZlJ%)nDVQ?`Pm+b^aMYWL)`9)-jaJv1g?~E6=*3%X>>+H#sYVx;R~tgAULD
zygNcvSp?*x?{oNF0c^l?8h}q+s0?=zFdV=cR_?+unLsLj&(;ko$<H$r(I3rj7hoLv
z6~KN3dm6yF6=wj9TR9dOgy$~+9PjlV9?bJ9eDfm4Sqz)vx358eJXhx8`61Zvz~%rC
z_^6Av2Z6ghTX9C>^A=t5?c3`4=o?y}f7<%|Q+W%g+=<QjM)oG|3C{oP><tZhvkmqk
z;L$4n+?MkKi$K{~6_Q&eze!$|+$Q-{@=0I~k4s(??trF;eG7T)kg3g(&m@;hKC>$j
z|Hws{=O@@_EAUHl0phAeo#nH*$D(2Hwu`Bw<aYCnyld<*`fglvfY+S9=#zweBAT}W
zrC`2`I*AfsJB!w^-=ytMmZ|R=2fXOlc!|PU&R!a2f9Sp-d?vocT0rw3#PeWNe>g^)
z&*3xp_TR#p)_GcpczD&*xTph9(MkI%y<)#Z`|TdI1@}BXu4^CR$ADGp1KtE2#=J3g
zh6bx7K5AV=O_b=KHMQbCS{124{!gJ<iR-y2cAATz9oojAZ=(0W-`UhS0c%AqwA0x@
z4dHiraK1R3%hhNS(O6yLn#*5vI5x#U_?0C*QFY$nyXZ;q<Rb1L*Zp5}$Nampx|*1)
zS}(-nbwju=xVe7#Sij5DR1W_r(1`X$_|u1a=}d_;*<-RpzSIfk!oF;-=}rcBL~S!V
zrHzlf@qIGdH+uCG?*0-k(`(5R9i#@btH-jd)`=c+i?BZ%JV3*IPMK;AjqthNaIM6b
z;ov8@5Z03T!<s(P`>8Rw{yrb|P^YdoI-m^~86QUhYk<iZH-$g1f~~++H38?}jE1Ox
zf=@02Dg2hT#w|7&&Y!}5jCoE2M=@?=Jr;3)fqI#{HjEV3bXg@*RQApQ=MSt`85k>r
zCcqw3MJ)C1bTh{~E;oCYFY9nuV$Ek2)`Yg!!8i6bYU`{*++4@Ll~5<$fm+)=skJlF
zE!Ka856yt4*rVfIU=5}WL1Y1MjugTcQh$N<6s4*LsC(OqenA~FE0PHv+yY4TbaUje
zK^N2{UFe9Z?L539u-02qUpJQlZ(8fQ4R8SXGky=pySA|9K5}n>KY}GyJ7Qbev?(%*
z=0r}>46B$X$ULeJy&eYokMqC_VCP{kF6rU)dI%4Mfp5ij3Ipw8TZQ4bHw**qV*7=G
z_I}m)QB%K~{HUotH4L<;ehYroG;WJ9(B9%U{$+%L_KZ95qo#ds83x*0-o}r?VW53*
z*bi{sFyLVTx`>Y<Uv-6j9=HbV2cXaB7eEtetuMVk1}A`hXip@H)W$n#Eq5mHa}O*U
zd>x+8-)Iw5LPxs4#QVR)eh*mS>qgP`jewr$gSp-Iz`b~W7xr;jh(@;-EPSYNJ&nl`
z*!Ka1zIzhr?#*Yu-{|*&o)pdLmf=}61jghQp6~7@0J@V$;~VHhcen4myf5*rnOFSA
z`l%NnS{Od^C}0Y32tXV61F(LE{^jQAv)tPQ{)=bbYhGU9@wlrUp%HrP?%=Y6RN}k`
zy$!4Lp||g%raGIH&k=-N`CIiHXbhZ^+RAfvbHwEeN<uBQ9QiHZ*~`blONI6Z+9UN8
zbj={Og>!W=)e_h_6wxo!LrxodO!q}DU(FS&9^PRNJ%+D~elhi#<k?wxKZ}1Y9457@
zsp-Ha3C-Zkujpau8}J(?#WeVD0_J=aocAJ+j*WsIILn35WaI4FJT7rD^upheo0E7L
zYR?YNB>K=EK{Es1bJFOt9ths?ZR|8nk0zsi4b{~<C^2C+O?RFW?sSvmb9-8=je3r8
zX8a7W!9Ne6q8;#K@!9Y=G@8_>;O4!eo$O1zOV{F3_;V2c9EoeirBteOsaLcd>xogr
zgc#O+56<LIG*wklXMfIS;OTtfNQ}SBjPGkmr-BATE1U|f=#7vrt#8lgY~6_SJYC8g
z1AQ8d5lulIIFIuX6Yqz0O<YF>`o`C)!5sd2jzK>i6#fj>AK!<t?nr~~%i?qPQaWI?
zdDsR%?co#l64^g$FZ#n7L+x!BwnxOW=g|y3G-9bHG$Y!Cvk`B3MxT9#H5t8zdA8EY
z=sK$B-CshzMlFFkWd7Vf_%|NsR}7$yQOCKc*Ql<SNB9q3O-UAjoa9agkbm5C+`)gq
z&h@^RG2Nm6W4+vitE#RrzRubEoO_8_9AH|d6|jiB1e=1CKmo0TJj?_NCcMHMLSz6%
z2SqBDM<EPCdCY)CG%^N4lK_EI(r~F@<PDiphKIbW1O&8D4MP;Qcvru*&pDUNB_y3`
z|M=Z?&pG?C_TFpn^=;T8pe^cj^7gOnb;4exJfAHd)?=Wqyo;OXa!<=A+L*2vEz~N(
z>f4|Bc=dNTp6lC_F-?d)Y!^mL16>>F$?7fc1pYJP>TT$#kug0R=;#ECc;A6?dlPJ9
z&qj|(tVtXv+L*4s-D=PB_1f;1!9I)aw?J1L%X<@S!<fFV&EC4(<ay(vXJLN{n}YG2
zNzm;rVc$XB@9(%vX3%xae+uk$*bcZ`+{FKsz{c)|zP)va_3uxfec87QWp2bTscXt1
zmSkP^B+Nw(NZc7BTxkfNeLQ`CCvIaJ4rYcnQZ^_KtlSlAB4p8UFfW`+*`PSiUJ%T^
zz(dFVkAXYla4^%EO4*<|&R!7A+E;_Sm_7to!cEX$6Zkt2{tl#K=>Og|;nt%op)M%z
zaltu2U24MpfJ%gLKlIZNb>^d=`Nm!lf_V?-F_@QNe1X3~|3SO|>pG&3`)Z=Lb@_jd
zyGGyRfG$}en#8vyU|WLEGH>^}vuO#)3XP*BAWP0Clr8tLdftj1{@TNjBb-};?oCVd
z2EskZYT(l|F$Q!K9x240u@?oWh?amXkc0l7_Nl6Feh_O_h`)oFiz=BX=NtaQ(_YpV
zeV(Ss`7Q)!U-)a@iL+p^IY)8U)EUaTI0rW9GRpGwp2288j3-I-626c1&O2&_v38bo
z6Lt^IpOpf1-sj+-@bO{L0ssFF3+>0-VHNCH*kkbNU9c4Ylko0K)sFMQ8vNhnX>sc3
z>FsE~r@y0@K_l;d;9E2azLd$?tDfN@dJ{i|voA?q;<Kt0YxfMa4^Sro^aA|6r0Vi!
zT?fzo`K;3iv_l!$3%Pt=-Jr$+Xou8XO2W6N%=ewBbB&ADXEYUOd_$E(Ez~gzJ3mAD
zOJFed)e-7zAL8fG*A3N?T%Cn6HAlS+9;45}q7D6XdRlamO2-{*6*X0g+89Pqdv!lO
z1fEdCC{I04^{n00+|H&RDitw$g<2twQq)4+WAiCly^JzFksq$0ZaO_`e@dIx8+1;;
zXu0+{nh2f~i*tXX{cGfpY}k%IkNEUPA493D-5L7w9ZE-;bbAoqw+4fJCh#6>7QJeZ
zp-g)LJ+Ee?Oaq!`m(hdvP(EQXy=IR>xlJIIzp#dKxpk1s?J=MMUqqR{7V{;0A(z;j
z_&Capclse-imAxy!C&b=@mA>dw;h)&^i|sEwCA~cG2`yRojq;Cov^;wG+7TrKYl59
zgD?oJUE~QSE8Tl%{=bEvB2RTmyc@0AhetT)kQ2{9zf?#LlQV$kq0S`H37|l7ugQD$
zsR3F!jQA=64ZS_Uhp<1PIiLx>ee|e4&O7ZYzJfB(qRcCDr?QuEvF9^2Fna{~5$DBz
z?2Tg@cOkUDM~&q&=?n4rq3I8LP`Q+@AK)WycifXka<S|;6W2NXsU8LV_EawN?EzjP
zx(D@(WG~AeG-V&;{$>o*qN2M}B&Q=*9m&%^twg7Jd4Wai+2{xFIL}@e-6xs>dOE|z
zP6+E6qBe*T6D!sno)6aB?WnPxM$@ce^a7X#+JlbPFn$wuIOt|YsjHeu8DP4d#*<M#
z-5y9SB%ah`Xsd!+qpj7}97;x94YTK=k1_NvScTXcWmO{9(&$Z}dr<FH{|xvRRLC6&
z=SF{f9G|c|BE|+`Z<j(NcI1ylW13v_5?_>c!g;c-w!DTp_(=k{>w#MGcdg|kG*vV<
zd>aWnBhbrOpGrAX-JV8Iw(#|%!dbjY^cBijqQ}Le-Nr$@-J#p+QyujSsvq3BFh4uM
zR&W+92Z&F`nHpW@ovqPEp(J|5oQr7N*UMk|`(PL5t((zyDg1h%#pATL(T4EvJ7)s#
zQ12o3Hc|@O#eIcvR#OX*g#Ol{pUDzmZV&7~<QumKjmNt(PzjEKPe3_10dQxD%3eC}
z|DWUQ>=rS-T50Z1FSvv7z87@tEV}7-fF>@a-`b2AOQEZFiY0q*rGWgB2KwMT@->gf
zyuO9^gVb5-Y478MY6kT7Sl*=8@jkVHKU3E!P36&ORZgANX{-a$6x9sh4)bNTh5wD`
z4(bDH2m2efhDu>m!9W?KK7f55@z80}rS5Xr6vSSbkLpw!t&#uKF0hEV>wG*{@lks?
zZ&R71^&IpO;oZ($e4ER=^-ape9e0nhIDb_ka#1P%zd<>=3p7wOD$~jQ7oALtbbmhV
z<nU(KrA%o9b(*8@A?Z*54zVFVR0n)A{=^~v#1r!+5%D7)@gt$_+Ynz0Z|^G}Gamt%
zm-zXKW2snY^zCyNkMTF)2-=DF8S@xm<};B}dK`3?d5+C>HOSn@W5ynUwTOXvkaaQZ
z;m3ijy;{sgX3SEi%Jb38HO8a6@YWy()aTF&;<uDRET{@TZ2Uq$P9_bI^>>K2>r;G2
z+Ba?bb7tzvdz3ZLu;zOdXOYBT2G$;94(3+o)4iYfxGm6E1+?c&@TDJ3))jab-|HiP
z`Tpy%+)LVWoA4i07QTPtBXw5t9^=11uE2K_YvMcF41C8qauoS|t&4RMu;!U=H}oTY
z^`hqPw|F;;7pPYdmk}xir@(Ts8f*nS!Jq92^iG5hfgyGT+B*Wx6yXYR72Lq{J%B(a
z_z~Xa>z$MwZpx9n;hx2P;Q-Ay+F=6jbvLV_JIb7=--q_{a{WH?NCJ*SEkh3eU*o?C
zNdwS!r3Z5Mq`NTKFbDO|(4^1+)Gy@If|Eln-H*|4B4ONj&%qXO#2G@XV|3>ILTCj&
z5kEFFt~l;CJ{em)GS2^YtWGn}2IEZ}vy3Ys7$4$CV(6%hGoEV4{INIYc<vZC{0VoW
zyl^FSPcHJ*RP^;PTBY04diXHNX-B_u@=Z>A58R8s^Fr4+$2rBh?iu937ugMM;pxsI
zo^5hpSNd_-!S^+s8{Wk`oNuTRa$~7zFXtxzRdS?gJwZP}%|m1G?MdY9`7}wLfPar8
z*A_%C8!eha-yw&!#W%Sl9yj-klXS23dh{~x5qr&CAkT`vLw;Z3{Dby6Yq`*^OFP^j
zQeVu=KIeVtg?e1#Ea8ICLtNmtp-g8um*|;X5;}qR$7#JY-}-^xfc02Q>84&8CA%fG
z-<d~KTum3z&LYe~0iHi{mq8nEz?fdcb3WSto-&-qG{BjH=gBl)&p^8^X`?%Wi`~|=
zIn<wKS}W-^wBAW87dmh>Wm|uQUYke*^;GMW+m*WORBo!<(NFb%*f0O!sIDrGfA{^`
zO(f9LNFfTmh9B}Hh5&&Wf(;N00mH8ln9k4^mfaV!&1QGm-4G&z<wslE#*tE5MT&s5
zB2bGUP;@9FQ^^#O(W=mP3Z<gxWN@@V$1#>%zxVCi;E&3T_TM`@pS|backj99o_Ftk
z=X{wlLLo|xJQV8t#7*kjW<JMf1L%VlqK`I%J`ajM^xGI?Bt{ua(aWepKf~d;iRf#r
zLX|e5YmZUScu|NU#v10F#o{jOUVK5{C7v`|*l#6cmc^*DCSwZq+xlO{3C2<dZoNhf
zG=`&;e&}nwiLv}%*J?NLWB-?MpM<`d8@P<Bzy@-WoI+J@JE~+nubX0}z7G2sn}1;V
z#iN-xpLZ0*1{uFu<y{@dvaX%ETg4{>n^DZYu*E16<Fc`sIRXRCcg0J_+ODH!6=VLr
z$aDEQzQ=OEIUoC(vuq7``OHU=`wB|6Nxp$bqi-(n%tP8&#Et-btNpvh6aL-2|5*30
z1!EnlU;LEx_kRwD&G&JbdwrRVX}HJ2MCJ|6Zp=~-pBztF#xcdl*BEE*7HcTWoM^n&
z*Uhy`jc4$jwiC71FEQTi&p3**uRW7n-OlFQVV=QY&VNAW4=f)hZRAyQg>3fZ?OC|b
z?)7aE&6N9U^^BS8#Rc+5a-D4k8A9ff98V5p;aG5NskTp?W&g9j`Qi=z7<1Eo;!V~^
z_%4d$Y`bW^jV;y*Y+=l~E^t2%nXh2Fe<|b0dN}4d6#M^xLq@(>?XMI+qdbp(eNdix
zH#T0w_uIt%wO4dmQ4FAt*=8rdbyrcsn6sXJ*Ych%vK~N$&+aEfWvuVtf-yOp@C@&R
z>tq~ruUe}CDf2M$wUxY|c<;zuhGUcFNTl_Aam~1j37oIPd<cQSRq<!NQV4St+Klxm
z(Vu4=x(Q#@wxQa80XuSjgbBtHOxBNMoOw4E(vF4ZIXuYn1!<Rr`nwpLAIav1GM1G&
ziMfq-@5NL8-WZ?zL-D)?v`YL(GbM3IoILE++w_;v%KPl7*(r_&&Xd`cxwb$W*K_BQ
zcAO48BHP6Jz)rC~w}Sc0Ww}N?CT);+qZ><4WzH}U!_AYfP381gx&PNF&v_5!)<iyM
z&SO=GU4d%mt;~yLjwJ2py7Kw%R!CiLIg#&T6Lmk%*dk9H$@v6U(9Q$Q3G#1&i`kOj
zhzt+l+aB-ei*PcFbr@rS50T;TLW9_2gb}3uk4t!l=FpBpdDi3^muHIOhDoF>@y_Ra
ze14K#%AQyA2JSI$@Vgo0T^khr<hkqS9iBt@N@?eQ?HrcL`-1q%LfY^l_0)3C1LP8Y
zb5-Uo0f;|I*a!TMoF*?wKXa}N9P@kj$tN4h)7lX6mhUy*i9>MH_nObn=6u#_>@s`M
z?%v2{T((Kyfhqb9ahh@P6yqu8Pcoim92qz!+RP822ex`;v1qgIhVGxv`o{k(X@}$H
zk6ups@1@lX9r{q-xo%!6&y%>qb)B@5%=<z-GpiU!OyjqLxhmT&a~<w9Iz^Rr9_Or;
zJg;8fXf0-Wg5OC8$MtKJk0HRg`d6I4hV!Sgd8JW_B15N+%i<?eUw8R+k*}x42;Tqw
z^mSsV@lA1xxH%u6zpJf6qq&fKv=xPZ2l?i16zE|LGM{A}e2MS=E%CBvOQ|tVRPt;b
zG5TP%(L<aki+KJn$@N(!qLSbI?_~R!HXhUG@D48b_18OiAGEvgqky&sX!k{Tzsq~)
zDtelq7pLgA5*c?`v$+2rVyw~0aya88S#M;$UG53S5w3s5?u<UsF7F`DcTUC|EQNJ|
zdV7mAj7`eSmHhrMpx-ZxS80DgbF-Mn`b>TY>-<}}?$=Rarp52{c9iL_Bg(Tk$6Vmc
z=bE<5b4-2ZIR&E4Xc50Kzk$2-6|iahDdYRxk1|Gr_>EqOiQ2c|(^@gd8pi!t#qaoM
z=<80=A(3&B<&*YfutdId_q|URzcrrVx#_?l#tVb=P2z%SiwpX*j2&)bl(xG|#%1@B
z0kmr(8AiE>epJlW4~jeWgI#Ck9b%yCNsm>uZ4%GXI*s?I?|p0_JGJff!B@G??P9;V
zpYJ1qsm5$flerarafZG*pZOAE`N!lCzf#sMwB8>NJ$4J@;O*gVaq(Z_Nq*xNxqr#f
z<B|WJo|AxH$ACM|0KHk}4+i@1b@n9%J%CRwzQw1RoeiX&_srtenE(ctW*G7|k1%~R
zoVrFX0E$j9O!;nx65hjO3Ka^4LZMJ76bgkxp-?Ck3WY+UP$(1%g+ifFC=?2XLZMJ7
z6bgkxp-?Ck3WY+UaPa|oow$aHcp4To+<{S802nW7IWSlUdg5jN>jYYX{C8zPmb2z_
z>+t1i8$DUaAbp!B8<bCYvPJo_C;L%hSnTODa;S5FG1-%Sm})KZWDPy77d=^L`wu+X
zp!_#awlLLS>B+Rm|0wpr#u$`fG|DK|p#cudnTR7s(r87(ZK+}{Nm>2}*&cCw6!Xbs
zMESE(%eJK)pGL~9IV>IaUe5op+cS^9YSxyp)j<neX1m&BoHsj94YjvYcQf_a)ElSH
z2tt%YloNcG?4HN&w!Q>oDGlwem7&PBAxI4g_O&^0kn>0#AvAh@XRy}5R{6A<Hm17Q
zB>fO^*Ae}%_SCz+urY=8C43@VgRUq3b&VN4ac`xzJ4-X4hTQeaT0M2QaBR|TX=bmm
z>p7e4+4nJ>Hc9V9+;K72w-xSq$L-;uiE~O%huweMvnbowcH2{Ik^W0`zrkDUkk8Y!
zBEpd=dZCU|lRL)7EN?Bf?AzpeGP|yzYo**1Vb=z^ibi+6_5aU)+GCF?8C_=AH8}Rn
zcr2c7O*nQ{Jei0mgXu^-R%}m>M(x_j(uQ=(u60sQa=8;Ow)66;oh3=9#h#sTVs&y%
zO|UiIoVKI!rIC;wiYHo=a*Qq2myETC%A%~ut_?;L4R&=f7K(=&**YWM5VNbB!znpa
zT|*>gNB>z*eLQJTi7bgmLcyr*&B#7+PHLy(&B>6%qCVXcOgeUREbJuhv|PvZI=dzk
za$+f`!cIAk?KCZM!eJ+DM>DN<*hz(wk%U~JJ4e__2P4r`@to;(bv5%x)<v3})GVi^
zHr^DB&6)SvDe-@>Tdgs1Tvzx$26l`Y^Du^ODSMcBiHR4mvul>eI%am+P3o>kP{0o4
zVH+D0S%KohV%3Ti;<|n*NfRk*qb8DZ9(AqKh~X03OE8ZlKMHBLG>sZ5bt$Ow-<DQQ
z^QS+y=iWteE2UC@L`^GocF%Y2-1D7t?mctoX!?5gCc4qv?)ZEt%2tlXa%Gj9>Ml<V
zcK00X?;d=-e4zJVKal@$1IbbH|0eRk(nMNS&JN7EpZNZvrDPh)op#bn+DSE5VF3Ml
z&?lj)AamR3CC|cRxTij~zt1P;e^Zn%q}9rglJwe4Pue8!lFzupxuk=Cz!pgv0saC0
ze#PI%j~?Lfi|jI(;_vZAQ41uzg}*~~qF5-GQ5=*k@)Ul@jG~OAETL%Wc|JcGi}|f2
zYF~}gqVgX9lr)Gh-|e5_^K5}^BY+dLqPSF9W<(^iJ_y!l29w*X{VU-dK10?}7@y&@
zq%z|*Sy|)%Q<BeKqt9nQ?_yKwr`UqHH(({%!sJ&1{`_z$W;l#;0)>-2#Bmfx9K=;M
zI)r#xjdmb5p|r3C>ng|ZFm9#lLw?Ifcpct^dH5yVhOAcTfdqU9G!2Tt3%ei+S-0V1
zU}G>1KLfs$x|L#2r(RBtr{+>xDwVQt+3aciW%~_##@1}RZbTc&Vk2yXvpi0h_zGX+
zX|6rTNBKCP<5~+p#0U5Y*GAbmn`28%%NUlpmN7iXHQ+mV6K~<#NZ7-B@vCq^;UR@B
z3Y!$}PzVb16s8rfN#wo4tjh~~*|PLS97S0{;aH1hti>`JP<NwvC{|DyR&bF3N)yT<
z6pbz8ZxMeBShXTbC?y*xBRVN5!6Q{zpj+Vrc8*>mO~j!0DJ+)A2FMx25{Wc%<Bai_
zGsej?M%ZAr#ES;ELN1YZE8J|Ac#SJw<9lA?+g@Y9Ydq{V?)MsZd8N}{;z9Z*iS%uS
zuPOYNRpv21@fd&h7{B)z%O2ww9%I;JobVXOJVu+xm}W)T_6>U3+E{1&t<I>fGs^0W
zB-`?4UNnzvm}Xl@6a()Tb{QmDqp$&0ov^pVP39*y!`iYM0WUy!1FIrHEAZZjw7pYw
zZ$Y%L8QZpP+qSi1+je$r+jg>(?AW&bk8RsY?{jhPdAQxT`=K9JtvRY{%v!5Pjj_i3
z)~x!y1D#)4ZyTmA4QQfb&H1z65ChA<r$+YK#c0rg7^w{p)P#}wX#xn;Tn7Asmuu=(
z9g`I-Smtp-2nHh_c_g|bUV^~P$asW<9?6&DpcIN%+o0n1f=+Rp2s^3f@(T#W{KPZV
zEx!wyY?QkhrjV*ML%onxyF{$jqbN=HvmenK)DM%Lf%oWLxf(fnLNY&;^0j8UerwMN
z=B=UfGk}zvo$DJ{y%m#{Jc17N$o}cV9!<g|0p<wnNCaE*3x>KJ7zPXd6}$#Iq&ELa
z!WP#0TUznpDxHO#2KgAY0!GXZCY9k*wc;;$OyLAdzp&aNgvxi6!^NoT(n4i3_6msl
ztt8wxqzhrqexAl9St*Er^kI~ZBdp3Tu6Q>BAvohexOox*((Ofp3bjsU{>Gwn?IFK)
zq-;GGIbr$le2AnBL((o(sQ!&W?+o!(7~sW1E4?I2E5W3Il#-QL0ncf<{_1Aw_oP(F
zy4@B3-=zU%&m0`dC1IJ0*-uO)TXln|fqsrMEOmpNS9Z7Xx=`Zf`X4rqOI=Xmpmw)P
zmf8X!3z66md&0VL3U&Sdn<lap8$G+^5v#_gz&@hV6qs+zN-)O9?v^8-=o-vommE+g
z>@|JjmQc^avF)f;b2>R7glVD-RVavO9PKE;9~bt2AtR&xBb>LZoW5q<mfgnP`kF_Z
zCz}`D;xFtqL#sE{OECZCMN{x=&d$5>>#Vw#p>|Vc>Ni(Gaby);`d0pBkIce3VU2`}
z2vN@6lUzB4;|-sF$IBGmn=vP_xO<LJJ&C5&JL4$d#`MswMf6Zmdf#He@i>l8dQEgb
zNq(-C&U$zX&#9?JK1Umo?jqfn_&dn3TX}jax6t&+rE`wP;h|vEYR&awTe;LZE3mOF
z&isi)EwFZIPqV2y=NRzFx_is>eywZ2BdBL@kooZC=~Mo2@Rwnf5%TQspSH%@?$5*-
zYWKk0Xz_A@S7irJc}2QjMDw`Ud8|9JU3t;Ge@>jtb12*u)KxkgpNk|~?XUUz=p0F$
zmhgwD5d@S3wj4n!tJf6Pt^ycIoYlcI#-xIM@Fz@k#p28+467J%N*rAD$wnFa)TR5H
zs*?63He?uLa-^h`$N?l23X#wW-y8hKOy*YesoIH6$5GvEX2C3G!6@?`OlSP)&y6L(
z-7{2dtGmJ}*~0RtlmzBUKA>1Zr9bs!Cap(Y_D#~XxNdTM4abSYJ~p9@qLnd#a|_uc
z2El7{L7|)Op#0!cmlC&<0S%knv?HI+PnPttDk>>@aipV?M;AYh!q=w63RU5xHhWVs
zOm520Z7U^y5j<l9pO;{`S54HD+_%A!gt^Nf85+8a5a)h)b96pQc=+}WDpK5Jfu32;
zw}&_f`@IQiP*i|qGSH!K=bxHTr%w&X|3*!S`G08%i8|Q3n%TR$5dDX~kP4%yvxB3E
zgQpG?0~67ITpY|S|4L5of2AIyyqT$$(f@6$l9BU2M?@@4|KVMQQN_%~!Ohvk%;i4>
zi~bGr@1~~4M8v}S-<#Fcn2A_eIR9H$H8qxhHv9juS^wGG|HEb@`tMx?1Q?Z^9ZXcs
zTy+?g#3UHi%sgH7{#B|txc<{XB4T1xb#-<#asBU);6lXAsAgpB!l=rq=H+O{sAObe
zCLr*iN=pA+{~vXf*qE4D{;P0Oji!ym#t6#SwLt^n@WA@*7gZF9Qw~UXgio+eq4?e-
zD7|tEj`R{ab!SiS_ch;hf4FHmG)ly=vxmFK@l+<OW^^<s;V`0LSG(8CLvsYo-9fzO
z>dnw__V55^pjHiIkkadUzPIUlZ~i15X7twZ)nzVb)LO&SabSkqwr=+lFIJUfNxy+I
z!<}^RlanIqFa)6wBXT1<y<L~ql%t=ti=|9A=5~H`fL>Rxa=3RL!bi&)$A$A+BrR4y
zX(@}MIFbd6Oemx3yc(vBw&QZA-mWeKmOjI+OCm-h-Kn!HM90K8fXiWD70Y}dlTkH&
zXYVz)omscG3>La=V<vhR#`H2!m;5!hwx8{O2KgJWEx9E&_AVTyx3LtXXHFL<fTEc8
z?hqUC-n~s3@?@UZMb0uA6dNEo$ToTu_aSm6VDRowg(1s)(wmn8dlCp|($FShSYfhE
z0D*-tmqH){#2``Tr*$<rfbG4g^BJlEYQp|IzJYEZ?6@{%864mZM4GC#a=YnsNORv^
zCsMu%bbYxC6x5>zN7u!|pp(r6X2=8{+;({ij*=s5;CPLIp&4_e$m-dNef`DMrc!W=
zHD77r;@4Q%Yl?O^ZLSxaJmqa*p4t9{SG+hnU;4_)lYTHJ%!rSq9|fL+sH`*?()RO}
z3<*&_h?fifzz1iRM~QYBqVS3=XB2{%@>M^HK}gTl8ru737c85;&8t&bZPTYvAh7$L
zzJJf--o|Y2YfhFq=x?@oj&KfAVlwZ{U;lf&J{f3OgzK8xMuh3R$4>Z+Egly~!vMtk
z->ZUr7Wkj~G)X`|v=+02s@rkRt(ZH7jPgYJTd<CY4oI<6ND1RlQ2?l7{(JFw>7pLi
zrN2l&mh|xW3O7@>=BE+eh#!krJA=?I?gI;J-NcV5`1D(%_lajm59HU*2L)b(*Bs#n
z@R%b_2>%YQr{#Hynj>Vw_mkLVrrwj1tx4#kfT@q|K=tP%@mcPB>_q8t%_ip)@JhD?
z_4*@RQWxO>oNg>FET&2MX|+z~EhRs1j;`|lhV;(D!52u!J)~H4$9mE}HJFfjC@qSM
zmTN(`fmljU^TJ?Bc`N3{g2)DBi+-X7fW|uW!KWG7Htmldg~DIq*@izx{NvamQQGY~
zV6$W&NCvtN&VheTOSwGCu*>Q$=C+c6^*W4_+((P>a{4h`$PBVG{^-^?``XSJ^R7bq
zJSt*e)c4$^mt@8Q-`o-nR8wpX6$yxF2?Ax0$CVkVLifnaQw2>CtcFHeG*-evmxyN0
zqjb|tB4<&RludzBVrQm~N*-VckOq)jQ8i}#3B&tPa(Vhh2M<Lpm6TU?GPuQ#!fv~D
zf98!up@*2$HztpC6pSF}P8AiTW_2`Qi&9CY>PG7BphTrt^nFYq4z#6Rp$IViy)OG&
zRHZm{Jld5cdz8xBq>_UU+}0t<mbKopbqsVU@$>_lBb53PV+M?Jg-P9)=%IQ+d7z2i
zhB6aqTNS!9*PNs1X|3CHR3yO;*&IVqJG6qma{#@b*lV_P&<!<Zl7h>T*1x6|SLD_M
z0`}dm_4H3xk!(!5c&*K~S0yxb{{^Zzo4o&Z*b%<P<SKwoJyjOpE+UI`o{2~|W|l;|
z@#U2Xk})*LIzqpG)N^Q|ljJEB8xs6;Jy^p&4D)062npHnC?6@&L!$zwDR4qP-5Aaw
z?BAi^Q&eP>BFK*uh?TDN7$+Kkc}oUu<3p~WZD#9C@kx@j9wyn&e5I|ILd=HRA^b0Q
zQ!fowo9D@CerMI#bdJNxO(J8)vWilsH4G0IHyq@AA0j+n5jl;eDv6D*kp@5df@F@k
zE4XZ3ADhC}@sZMK^$a|Z4pvu(;<A>p!fkQJW3L=Lzhz2kyJWvoIAz74Xtcr*?}u4L
z0n|9XIM@>5;b+|1F4v!R;_YpOMG2uxHCkdjP_$KVLN}bX@t+mnXHZ32c0B&vE)FFQ
z7dBYexh!ojXzwV|J{iwe<_9rvJPnZ!0<`#{R~_=K@6@W4`7lLQe1)?32oT&3kW3hL
zyOoqLYc>p!D=Ti2g-duoauvxO-(IE4ivnXOFvW(pC7NPl0LW#^giI4ZUmSf;uFewZ
zhFT45?n^z!9-SKnJZ<6m;3-o(h7WbgHh%se7U<CA!RDi3uH3FUoq2SyyNC6*z$ZWO
z{4N@30r>snyUS>py#+f95AX1+o#bb>yY_~C^Wp}@or`Be>)S`6dFHz!sB<e381$M|
z&KCa`?PTt7*nxS{PLngzrY}ufzp1U8?iGD+VV4rVU9Wg7Xu0H5rDSeItDR1xlGrb*
zuapjrrR9wUD4Wl<np#u(+7R*S*aW1ef%7dpUM_!zVB`B&hi#56b3F!LCvZ|vJOdgK
zMrZ8dfplr*h_Vi?#i(z);LUbBq1I+iShW`{@=UeHSNpz2N%Q_iupeXkxWwJ7s7UQ8
zF@IAn?R7oqW7mc{-p)`EZMObPbC$#ok<i-WVlYPA`9^SuEI5%JCtazyY}_2Ij90^Q
zC4;&`$F#O~9xX7MCc+)1s<I)<eM|h5d?72YxD7DgM<pDLN;#3JL&;kR>bWXg+G<(}
zKN91#tU=IE`^vX!Iox@Ethp$5g-!dryAU}eY(>{n>4;ehL9j9i6eH5Hl`w&tJ}8F5
z&^BDv3LA|0<$};&DQzNXqPDUu;iHCAQ~jO$hGppjrY}fZ+LKBgfIzYI=vkV9FZL*p
z=utabth0eR4IXoXMA8Hs1~3^N*_j82tf204wFRzIalM@qtU<^xvP3WQz{AO5R~DCF
zqQ=BVA{00l6;rY@MJh_`pRv7=)+N?-Ic5goHs#g<3cC!+(x&c#C_t`CU+Fm6DV=#`
z+FoRF5Dd+~&}cwZj*TffdoU$~@j<qL8%&g3nH+7!WO=Isw-8F95CnZnHtHGNv@&@^
zxqa#OgkJ~8BO1{eJevS~DvHp0o5ulVT^_i6K*-+V0jdH8Od{EA>$8`@JilEB=@P8|
zbX19$FQN$mg(qHM#QWhOChMB#e2#uim|3PrNNe0^POT@BUoDq$axYX{y<SI%c3f1h
zB22IQW)qEVtZg7#-Vcrs!I1nKvOmgB5ss&VpB$ObI>MKTD2*5bY8wiVP&(9H@R0>6
zdEbB)Vk5A0ni?qCWA~G2$9HFpwG(f-oHtUGV(=vz#UIMm;mHSLOkL!;oHZtw6Ui*2
zX{&@=7VQqHD@<~s9|huYB74X%T;xw=6)_b%yujzDbwodcGy^~odbH@rEX$=~1v!#~
zn4ML07b!5X6whW{*NA~thI@y;2W~Q48;&IA$ce`6e(_(AG7bQ<d3_S0oSg>;-pHXc
zA)*PAN0OoqU}9&SPBGP!7_t}6o)|H}CM7*EsnHDHKNLDS_A@qbn77Q-wbQnCJ@uP5
z9p5EwI>!Zk(Vf6ek;?Yb4%XvK5O6o*-jTBl@LoHy$gjS}fvwwdw)I$5q7to@Zxn6y
zE0m=AG~Og@%7HSNwzzdvHq*m*rblv4mDCMjS|EjLA~_tFEl59wmVv6@WCjMBu*o*-
z)fFd|l@Fwq*`C_OxMFDWED~uj+7uC7W>%56c4@h29}il*l0kA~g{YjpC=c?s8QR|w
zjMKU75_H48?2@-ZiUYf{gTJV#7ow{i&qTd<N877gZl-7%jWFWhGcC3W7l@rE-c^!8
zp#eD$D(!3t1b-xT*b`Gsy$@++RbOihq#F5CMG#RE%9dZ-=R`%@HXl)po#`89SX<fQ
z7FzYN>S8`sT!Z&Pic<_C5w^p`EF@X%+4GX2>yh6{P$Ax9$siZy@Xv&={ffeuocGn1
zhd?@ztlcQRJ%(1ZP^B89Mrei)3ivCusIW=&2XJu7eJyLnS|hVryz=4;>AfU51U%hI
zsrqy`r=3`XCEiexY<|jPi_rfNCk4@AL%l@`x9wC{onO65VE1P2a~n<yP_P%0cwlO6
z_p$Nr4fCSREh(6RDJ>0;E5P<<p?&{h)o0kU8Wcj?e$lkd%uB8qN$R_9$!2K0f!Rmm
zg6D{J^0~jM_L9PR1FjK?Ni>_z<=r6{J%@zRKNW-&Io0o;ONL-E#d&o6kwkgL&<s%!
zBl#g?y0IeWkhWLa)5q=pv-PSAE2%bu2V2dlmaR7f;;NiSNIMZ`l7=?0F6}4jYhj!Z
zQ8`Iy7reUwQ*h0U@b}LXm&SB^18own&p{2j9{|@q$M)6BdT{35VLVi`n#8&3vLpsy
zMK$m>+j89(VIl1YPErPTo*}z(BdudQX3ITc`R*9x$!nl)POejF9CIEw*OaJUXVQ)5
z_$jkTru<YmAh}@<6yh#B5+UiwoSvuQGFeX3DrU~%(JuWt=Y|N;o3Y($!Ja+(#UA2@
z*pSEl!opLy=*g~x5~MCZLd^$+gTy@wBwcifML3K<kofPK=A%u*9CE;dbBLC3_Kk@Y
z-AMn<9w#kV#gJtq0*OD2wBut?C<g_N)s7LE6&Ae_XIrqq9<eByDgUM=Y9Y(URpNIa
zez~HS>%3(E|Kklw2*+U@>5EL<5mx;q$@RL;-#vh3QEZMFZHrS^e)3R9L(N}}wkoE8
zuF!YS50Jr)Nu#6SLm6yME1Sfxx>4zXYhj1;*ljBWIGO5IbqEN-T`9yze+#Ro7;ejX
z@()thwD5mh?TaVsnkxs838?wIiggv0d$fk4wfpmp)lkaq$eYollWC)7c)a5En(|DE
zZ3S31vQB^cPgIO)Wl`IDVtn`Ow6(KVE`5t+Q4f?u-6O1B!FK#3(wtt{e4IFX7hDXX
z>=pUEX3?1XD)yYL^CdV@1}4R!I!To*B}cV{Q_rvn7x6kNc#tFm(X8dY;<sa#bZiTC
z?Zj(;*>Zmm52g+tC7rv-ftu&f;D_OT@iw{mzGEE|Q_}}5%!O^Jz<V*b`5E<7c`Qws
zevn1sN0%kiW|!*4L6bfw{OmR()@YxpSZ@^?dAIUb=ItU7#M*oH&xT8*qG!WR{1u=N
z5`{f~ihqrqlI?!`QYgP?|08R6*`3vpX+98k8RKeQeUapMzOA5UxvEt|Yh0XUjKDKl
z!<i_at!&KplBOJ9TIl|n0hcmBAfhntjux{VdeQcW=R}xh;7lcf<T$(Fx~ViIhIv4K
zW-$Vyv-37PR>93+hpG!VQ=Grn6I`YsYBFl%Tj%m}m?9+Gp_yws?!&rrMvIDo*Oz?=
zjkh19?L}uIinZ917g?(sMF!0O_66=n1g)tRZTOq|Kvmq<GZ&Hgr?9GWPY<8x8#^#&
z&?0_Z<;pUt>lo&hu@8t=#*zDf!#G&~SDgQ!jDzjJVTJ!+8HXr~!9U3HKl#N!^FJBK
zfAEg~S^tlB{7>}p4|n`068VQa{u6_+6S4k7FhnZ<AJGTP{{#B?kJtY{q7POs4yON#
zK2kI{;x@*R{qpNhCFil4*Sex$2Y>TFgW%Sz_Wud`m#Z8ok)DVry_B>xMPrcP@f4bJ
z=%i0owU&NfrCP4g{Wa&By==Q(8E<gC6ss&TT;<ild?%LbREU~d8p%?bS7Gke=<V`=
zUGA5&-Szck(#=)rakK5;{&AE%LG$$eHL7?^uc654P`-%ep7qCmq#-U@SKc5++VBJ`
z!1E@OfzrC8vz_qjf&qupx+!KvA{K*YVmU%`g%#(#NG)~=di0`rzd<6+^p^a6_0hqz
z?9O5&GHWKatE*z(!JvHpQO8hAZs$&?bWu94E*cjAL*bQel1p}f=09{|f2Qld!Z<J9
zXyY~{Nbk2h8x`=qzN@YsPz_HH5UfQ1=Dj|-hn9TP>2^3vnjy_}i|`EhP<;%%vc6>{
z98)DyvP81AbS;(O%_uc`t&df?l4~lyWgPkSK{c4KfI)9$ANqnO3bKkyAplANVORy@
zNY)R<lw#VUB#|xmdns6385>?Oq*-p%9>Gt>O}PR@L(x^kmoUt0Gk8z$-huF%7|iK_
zMHs3lda}lMCp>(HGAOcPIK)V*q%wFYigZZdK#J%XSm1&KZr%loIPO|xAA3ZHKW3~p
z<RFLGnhyb51O#pSyv>oxn~wz!nUJF{g`eq&X!4@Dq&lEzam_@6(#X0%9D+66mX=JC
z#bTqY|ANi}|LYSEx!^p4E;JFmr@0lmy>jm{V|@Je8+<38FIRYskmK<ayRkM7=H2?e
zvtgX$W|ZOXMp7?0d&Y6i+`)mO5>ZPQ#^%G0ZN@;<6|vDQ&{AOn2F@>+*acPOA*d46
zH4Rmmk|n<1Rjh4S)Gf9f;j>e8bmdhdpfhZ{6>V;LK6aLLAKf&NhsLa)e5clPJdU~E
zT!FNF;3u3+`VO&{QZ$R4V7os&#vI?VKjuVf>O1&ju`l^Dl&Xz<(ds~f!aC;_=}cHH
z3GKCLbnI}UP!RQEmRV^M3<F4!9GiZkIl*sWZK|{HXUW`Sf?@SJgORIWvLH%bSxAZ%
zrjM&Xhj2OCEWtIwIz>Xq_Z7@l=+Vj;D<WZ83~o|z9#Zmo0-|`84tfGHk>1pTeS)mx
z_SZ8iE|KJ&x-q}gPOjMy6P7qT?0M9!uojW_tVq;YFpW;FNE&ptyv-uYh-OdRv{Uw4
zC`ws|hc(NH_q@7@8{7*h<;n-W5+u>#Vf8eiD=jC39ejyqiB{+e`<1MYW@4gRI<ups
zi5N6o<coWD)D{H7iHGHjPdsfS;*sNd{Z`k-(SvJS1*cm{TEk|d$ikNay$&E5>JFQU
zYPA?z0M-R_`#a|0A(4MA>=*23_>V;{7Zqle-pslJm)f!|Lai>%x}O<4xK8vz{Iw8J
zDMy+a@1F<m<+wa2*}ORjLMt!aqi>0>D`%m(TNQbz77iOhBQp~SQh%!mjS!m%IfBSl
zOCTDuS#^A5nMRXtv(vv3(#_TQ1`8>**7%?tl4JztL&bQ5C{?qK1Gbj%e(MeFz9qbg
zkyqebVw>%Sv8#F4+Amripc#?vEQM|xsM9AOe_qpU4P`N}=l`NYl6N@1L!^#PCAvy}
zZr5{Gl=T}=j^$>t+WK`9$&R&4I`uk*hLL$3j*p<C9H!O1<9%>QeR`j;Q^^unU`i+4
z50pL--RVe^n!~My1EMWz<GU6KB2WU{mg-gqH)nJMf!<>V-<7(w2~m=JwTX;X5LaQr
zs1Ge>RE<0T(frd=jx(>b{F2`sBnMxw`!!s@_ob%m$!-rV&cIK{h^R!0AX#dV?<rJq
z>fpTsPi21zD{FzbW`XzX@H!j3V}x++DKiX++6HR`5cL2caKBuY#C?s{-$mRz{Bpk!
z#LBV9c!H;o5a$927JALfNchWte1q&r9t0ahXN%1P&)h}`P6I(@H9i3MCG-t!lk|zs
zuL?Gqt5RIdsZJ^rR^$@Ym?V~rNh^($Pgmx95B>+L+t)hJFYwPLj?pw|Z@bg_^N&{p
zuu?@-+Sknm74{f+Q+<>buITq>YbU6=$HLTO?HEvSm;?*Ly@Nii_4w1eA$vceZaSx7
z&SGp4s|-<dG=7AFHY#%Z5GvBHEpAD3pfRwR>zyKNwGnR8A4_e${hWDW)PJ~n)*n@s
zpfa8jM-^N1NKEWzVC-?p-UPZ_Pw4#+vc#o?NzMkjz4DJ70@ec0?fXPDBY!l$Vl3Z6
zu0Qb!S#H^}3aXxc*c8lO;|%Ft*<hm(@&l>`c0&SQE1MIruU=9)I*KXnMKVgYgZ=&W
zC&uVUBDaB3J#!6;zpuuvdU#l?DtQc=<!Jwwn{yHH{SnoKXS)TL@;O0p%x&i<5GCp{
zgkc!mrHxk7zus@SAzmjpW5oBGFh2HyisE15<P0zZ#V<$&S4)6M5x$t4aibz?V?KkI
zo`6Y>XdEoA0jE?K+z737)A>DD&oHSsX!q&`S6v8bs_P_NAPHS1;ZY+ws+JjQCU?^9
zrjT|{Hu^x7Nh;LV{5<)c(v2>RSVu`w&2M9x#dWC}O?auv&e>I<m}Fg{NQQjA4w-MF
zbyMr2$pNtNBg8X>(8r$Kh^BcO!k3VUnkpkL$SlZqEuw>SN1Xwlj9%@Ncgamz*+9eM
zi;G5=5#(l=3N7a$@@gMsNa+42i9mLdIjx<~?|T9of6~Jf^MTY!7wDXv^bP!kdl9s(
zm{r;_wX0gxD1uIe2P{re9PjYQx_H5+m~5O;stBtqv4QNIwmTGHOUnY$$rw9JTcc>V
z2VD7wr3K3El1^%(^d(!P_trm`5;AIp*mQB`02a8r<uPtVr5Qh~x^DO?v4a%)FN_H#
z(+=vO7WaktcxVLA*V#u$55c-uuB3zFCZe%J2QhT}k$Y<P;z}g*d=;S8K5q+0#nyXn
zQQeyby5C+o4Di}H80yq^>qv!~iVp3x&Y+9OkPR?Puv}YaE0fg>yZMadva%@*8qOGl
zWow*I83f~|aZVBW`UnYoY{<>%!`e_}X4K5s*#&lq%`kE3MATX^IsTZ3Bw>#dAv$eE
zgIkVJW3c;~^MZrh1YRgC{185g5FF|}mm=QOVjplk-P!uh{D$oY57!fp5`=-mr*)0W
zbZWO;84yMvXJ<tqp=#dNwZr;3;>1+Jz>=hqNrzAnJq_AS4Di{!&(mNmJZPUmUW<_v
zG5?^IcTM9#jQ_>FoXvEUdZTK?={nqeP_i&b(4pe1NB}PS)7cfPI}JStMu2bNWLgzH
zh10Ti`AZKTq-eIt3F9JdV#!uO7Z&{UzI~1|<#{t)%FSlyhI#}))ZNGRst~NE&%G!>
z>QD70-AA~W>T8zcwGtJh*R>Svb0)m=7$HPy<@wtn<qBYHQIB;c88Gt=gj0kFn~NO|
zQ+MC?VN&J?!_x|DOWO{#Et~Tq1snw#`(k*;C)MG5r8{v5%MHfb1D;dOBa@<_k}uvg
z4WU32hZC@4udP2qE%nf8Cgvqz0^XvU;P&}EHoB-;_DNhyS<0~RiBpLP<3Bb>(i9Yh
z*q|s|JQ>9GJs-x=D;JMhbjrFLoNF7_)<%deeYv)%lol9vwq<%*vG4zg&G@6K<r`mE
z5`X~wTl@tvsflcAATH9#WuH4ewZby;U8im{8N$g9O3ENVy+TGezfh~GMw%P1RvQH&
z+b7adx1R1g|4S`gCHVu%!jwm8a+S?EkMvimI5-UxIJMSi1V+t_P0zStdY90&5XvoY
zTz{ZWHT0Xg5hVaDkq2o%82FT=Zd>)RbkVv}Gi536SMsrNIWC9mN*O<OPhg|jgHU>P
z?C4~nz1V&^2A_}5JSw)Y?ZCUq1>8iIx?}g(fHoaG2y4jc;N}{!=zs-@-4{n;$K&*c
zfZCek#moz_sFFEV8$JQyhgSLGaleM$t|F!RnQor?&DV#A=3{3^11*h_{9(b8B`8h?
ziQNLnhxX%V^EG{_x0*g#udu>r{Jr&>9WF#r??5s5P>7Vw-%XwQf>jJ*hwFcYZ7IT_
zz7*qnHT{D~oH?mjKSgWb#lym#g7#``p~wijg?e@26uN*)1u`lwlEhQ%z4?cPk8gw*
zs8zR3*Ykw+q{Hk(h;3<zJHl362#Tu*0Z)0Dn#mr@LJ+2llKv?XhzcU)p#W{nP7|TD
z@3^<*H_kGk5Y01eUOD_Pju<lWbn^=J%W_$eLVG!duE$^2b4@?sEZOGAfdPqsvV<Fs
zKOp)*5gJsJ)E5E4=XJ%gnqYt|=_-DRM=uz_uu~DSj44lzsEUiNwdZE(Y_Z~gti+Df
zD9{F5?%obq=s=L*VYPlTOvUk&(<(4qi7d1Pb20_&Ug@F=#(Dt59yhSxdm!4?pb{fy
z%PKJpF32<w@f_6&UjCR;)HI{ou4a&ugu&$py?m3pZN4DtIYDj_ud-hIj@v%`h23J2
zewS0loDwyM9p{PW<_4_}PeW~j@Ese7;1!-akosVB?e65}wq>o)ewuIq)hSJ{)g^==
zp3?|8Kk#~U80Y3nq9YrI<vOsuL>nHGM`OAqST^lNvn>J3FLPt!^rIB8>@(<=&s^r&
z1#z1W_ASijk7>PSoMn}%9$+DVBGekI%e+z`sc%uvc#WdXYcJ@(f8k}hg%aC}2D)C+
zbh8B(du$Y}i5GokTn1nnY(HTN7v(TiAG4?-AG1m&_2>!)1Ao_%io}6;X<k&XrGvc{
zThwZCZ_e6{lJDa<VnUTD7&(SN3|UG1T7{7&S=;hFRat}GEXdv{3?690%Po(V(XATT
zNqkM2nIh@dBLv-d>0rKqQm5#_gnOEp!o1Z@ZNsz?^0EICehioCksY((DXrGB<OD8^
zOdlf3yn3zgr_@-D;x4h~$wJh4c#7vpMsh^uH|1WSAsX3Ls}ikG+z9uz5mN%MsgZz&
zInlxe3P6a<JIw(bjPnR4b#V@-DI|^<=<%UjX+zRbXi@nxh7a+3au$Gh?O2+`oqObK
zMPR=FBhcf~to*vpR6oNqZL)_Brw>*{i@QAGNkqGM%Qp*6jlc+EvoPc1o3{&l_^gT+
zB}cP7h;ePQDKH|L@_ReKMo7#hGOBKKwhL-tQ{976@0%=-_B2wRq{bN!I`gE-D=vu{
z0as;<m*b1F4~Vp|bn1Tt8~!7A;r|#}GqeBKxZ2tf3;Q=RQ6G?-HBiw1#wEx98<#9B
zY#eNia%T1xu9nP1oUH8Z9RGEUOAQ}KwPoy|neA?AIB7ta;b7_WpL9!CP-vwy5#Ys3
zd$O89zBBs*Z_c$4d9n<lf|MxK8mR8blqeH*Fl_XVhNe8UgosRq`g15%UpdKK1&j69
zjLJok?0#!{(Z;XbP7h8*l`}x*_tE&aOYg~B&qKF;1oAxFIdP<n=4vV(z-4PqQW$%v
znA71(gPi&YnS>*o>PpGx<UI~`G>2PkHHX9*Pp5aUv(|x-FG+^28kD6sq9uehy+dD6
zmQ5${yNC*kn=#!VrVHXV$5Qg8WkbK~#d}vLqQ$>u@6Rz4x<@VXI^tJtI`6;+Pqa*l
zx$&7@f+lAeuQp5^MhfT;aN?udNm<&=in_xkNt(J`ik?`~7vF{?OX+z0IBema=jZgd
zaINjqzrS4R<ZF2(YnOv5D759=%(%mv>bX@5NXm3+e?489VR?Vjd_>5fLw2QuorCKY
zl0Jb-QGs0&c>h@BLj$xI4DsS(hY+Ipg$Zl%gA2D5GZ$DU(8>Y#CZsJ!&O-?C>21!^
zgV3~AD<+sy+*kErS;;pF58cNP3dQLH>AX+gxifRokAA2GB_^&*MTDiOO|X;*3mmA3
z^VS{l2qtxqrHM3^f%cS%-3;DYaa!8)C5yhF$n=t8@X_9B0!1flW@Gqm1K<8yYhs}F
zuD><*yN(`7H=l{$vH698I|u;)@6pY0J0t7z=||N4xmcy85{-EUZQ+Yu9q^(haa^PB
z#Ju8zC6TX3s?%UK*>DwqajO>l#7e+u3wc9)C1wZWMu#1*olhyjd0FQf(pTWO!pCWN
zG2^gAkC51Co!=vry%XV;xB_menM!jBrHfCq8_FF|EWlP&BTrZWVO~H(Dt_L6y`SZj
z2>vfPYSDxEiuC#58tQ7@8Til@)O{x=@<vS8C)&2AqK26`9lqP5LM&Z0!#w^^F{Nsq
z!qNbT+GclsBlN$uMq6bAyRFQplhi|JJZXja_Zux+mM}<P;bl(Z*tqnO=E_K69pNpw
zKtQZqi`tZP(Mdz>XXwqwX_6M>IB+lvlI%TcS}4DOvs4x&{W~WEGBS6%aCKxBw5&mH
zX+zo@<2k<sRL%&+PvmBvinc!l-;{Gf$5UT?Q(@j}=!TCh=aIog^93BI+c|n`U;hlY
z>MIbs(TbAi$mwwvVQJ3k@!iThA#b!35n$vx7k_qA5on<#%YW-OWlw4}FmW+#KSBhX
zDlFY88bshj>ps)u!%)cH!3o_PYyZvv-j36_Klya@F36yBeuQ`^xK49)#uEKC{B2w1
z=Su$p7DIaa`UU6>?|o9ekoidxNXn1?QWs#?X0Vuak?54T8EL)Ld&ln<uA75=)KPo>
z^`5Lo(@oM%sn>MzjP{oENtRnbTYNJ&m^|C)&?I@q{#<?)`|NcO-)C{4qb|EM&?+<f
za<4GOp7c^W(<(?+mq@xGewGyTGiV8Vy#19S|8bW0_mAFIHm950c5{QtVD6RO{8KG`
z;&B<T{m*kpb8MlZsGpwv)46)HdMmhw#-Fz4ffM>4^ELX(bo#H6q~W|e#*Q}|Sj;I#
z`b^GNfZt-QIH#@wmt^NmssGb@-IRtoI+w-F*zDx=xVzl!#8gI_zr40}lx@0gOjKqv
zZ?|v&FXQbwpXh@XLaId#P9@D=N^x70t(%dw<sb54GtPf$L9^8e&#IY}L#ms};u=ns
zb58T%M>OJ3E<VKm>l2P4n9C4)SqJ#!<A}oHv-c2s451q^chz99y{Sg*1Nh4Yohe+U
zNvdv2e4q_4{6tBk=mYw=hpQBGN|rQ~27P@vS%=3o=3MWrFkJ!)USBD90_DEM9Q*x(
z*s@-UxN%%SndQpR7G9X#lSg#DFbs-p#7klPszZH*R;!<h9Aa!m@x!iU1j^~w6%uw#
zKEy(cXFvh96aYc`t$)YfF9;JQ3w@m}3T0A2aTPV@o6%WN7*5_Yp0z4#Qw*e&Zazhq
z=cYfM1F;eALnvHhSrBn7aps9D$qKbQQC)*6-rX;?p<3fI!n&NRe?*7J^Z-M$pIyg9
zU_jTwI#a_1`X|AB&3g;*Ds4fb$nDJ+S4p+bZi?Nj1*ozAhW&-#d5kKZFBC7P<El&{
zx9Ypg?BLjHBelov`Qg=)Z6QME@(~_o`kHH3B?NEMI)OO2<)oVqPzF<IvwvmR8Z`QT
zc1}!6GF_jtu8GMQr@nx%?kcb3*Z0}$5&P<dgPeU`3cVx}oMS_;Rg!pg-*fiS(p}v7
zgVRlato|`oU8t`f(5c8Lg1oE<KW7j3UYr#$MZ|z0M3Yl<;d}?us>BA@>&T23_~Mk_
zkM&^i7_x7EJ32XeK8?AY&Ha1$Z#|=FB3+<FAq7_lBbxK@1A=m%cAHLKd1V+Eb92H;
zJN}>ae%ve_ybAbtzbG#s`v-`0Jx3Z$Ajqm@)8mjBWoO~YQ7WZ!aO-__BzaqJzpg;L
z@hQ=zBu+*C6SbM)J-2?CS`p3|82MTzS5iKt3#$dSaPvnCQ><KnJ@$?KK>sSuJ#;_f
z>$zgv$V_6V92)DoB91;6o0TXv^@@2%U&qa&cD^WDUTW2^e1OJm;rl#j(FxqB*K1nn
zSxE)D@e-V&2-W5uGCgcKPS9zjd87X{e78#YAo@JJO2yoch6Olmsug;CMj$%|dU%^|
zQNB0iL<Ka|O(pb*Q)*U<fy%E)T(2c?3#$Hc2c(=lFv`k5He=bWN*<~21O^)tEosFJ
z49o`(aobRYRipTV54UXbsqeZDN-DM(rmAGXrJc+ZY4@4-s>(xPsEdx4=h-+OZS7mQ
zcq(aOYLXlh_`y>!t*1nCOPtNDa#P9^E{-iJjo3j78P&(0>E_;jau`YHoUYXiBL<W2
zSYk!0JMb(B@T;o(_iNl)ZF>$=cjod}12FTNQM3#VEJKY$w#UCtrs2P7whN-9LuP83
zftTwf#Q(NeeM}`Hsf;8;8V`0T#t601iJ?^wHH?b#Hmn?D{IrH{2aD{iVMa0ZQ=4(_
zL7Y!B*|^L4%|#_iHt@&*s?anu#}p-)iGvS|?{vFdSFkBz+|nLIEUOYA&nXQLVlw#@
zomrM3y+V1NJn?#$Yhxre<%~5c09b^)DOW&E0j&B@4f1-LpIwN88<C<pjNyh*vt0n-
z93DdVF-SHJVtFX+!$x&HsRm}FKxPbpMg*Jud<TX(N9B4+(1cngj%vAmvc6?GxtfWA
zZ8F7Cd?oF=Mngat)dEZtstz{kxc`X&Z`-_vad-Ys_eq}54R`Oq>!o4#>`_>OQYpf#
zoLss7iVK(1C)jC_4~flp<QA(O53=1?G!kD+@p%4JE{Knb+EY$()Od<mH4JLQkI4=W
z!J%=bFvGhfk628#Wct}klxI;8KY0c&4sNz1@{v_^Fx^yoJJB*;QM1s_Q-d-Jx^hYd
z!&&?UCZ6qgl<29Cg^8GIkvckvvf{K9nQ2^&T+vdD?fB-37%;PPjA>JahAiE`eSpXH
zrmAVrBQY(Y^!E1ca%~-nmQDVPLtvx#w#<@K*e>JXEE%Tr<WdZxtJL$^43$Fn3MNy)
z#CeHjWx32ZHCR?e#oXZXY4Y^rhTPRha3ODWqxt@a{fnf74joVj(E*lC4~X2JPh1>x
z^?{@=b1_fw0ptRC3PWDiNuxYH5wH@tnSbXYqS@0kEn=Fp-z0b^i|OLEonw#Oi}CwG
z3&l@_G8M3(@}vv~4^#K?fL`mz{r$|Hkl!p2ye2KIzx{v~l3B4<kwM*s>!K5Xw@v2A
zkgp*K9Ku)(T&r!m(!oQe+Al^T=VT%m%u~NRB8ZoxwP-CMiANx7m+hPLjU^)x9s|4L
zw~psZR9Ax6Fxvs=RdD1naNvlstbCg1{jl}s)W<GHBzP(hn>t04b;72V!?Bg3bTmss
zIHfED33}<vvV`#_;$WeUJ(%N+M+v@xdzG;cWo|P}yb;4ij1t7_j6|=W#ef{UXTQ}`
zC5W1pfdYh8IX8k%*yPNX4ept~SlJA7M8Hgnho#)vvcbQv$p)I21qo4#xi_#)xI-dF
z+pMLpF56{&5#XljdhF%io&BM(+cs{Ei0=0x2#P(u+xs@7n+~)X=#lna*OhO3d9{4G
zVbZpJYU$ENOa+J56i(Elza)6>S*4aiw#FN$hmm{q@J8Y|+~p^Ig7)bnJ-jg&;JsNA
zzR>Zg^8J}+v?0R15v+eSr6-j4FN(1EuC}vkr8BddyR04>^K0T5)p@afhY`%K<E@3r
zaPqx|YzT(+r>kyp_6~;Znw(Xv(Q`Yopy@Uig!=>g1P)EuQWwGz4L?kTOq*xeDCSki
z;Sw`5r%d`4;UbesjChTR+(&cH7g3$~1E(mT9>R%cD7W7WOR!m!a!}vt0&Zjb^(hy-
z&LS79SDQ!`@nzz$_m8KT$Bpyt)L0=SyUv;tIfkXLLs-HPZ~xxG&Wg=R#TmJI3Gj2L
zjRUNr@d>6sQUVwGM=&#L2N?1DZ-IVFhsgcekik&J&-R<PlO&V~#08W=D=kpQe&uAj
zHY`ck^%MGC+y5D6PAENnY%Fr40%XlXmP=lJOQPKQ5?fO94pnr#o?cB>MWBv^9=rku
z(W4*$URFZ7Z{mk4ZSA;^BlXo?n>w6Fg_q$Wr#sVn-D}{D9l|7kWsZmBKT28s+Sjb}
z&(5#`7vK$wMAy23i;U}GmZZx{_~I3m$Bfmnwwr3A>=*YJqKR3bN>sfRMI82p^8Fo-
zPSWF5%hjS!FybdT)^}oc2H7@LG-(q$)^{$m?I%$K*X<B5Pdh8C(y@sg?UnLYF<>$9
z)ux^EZDz7<g(?iR;%2ET8XEfM|Fp|{NWwNtyf`#dA-h61HXb{wU@VL`INe>#)>kkz
z?5gKM&7SwuOTr(rl6(Pl-8XlyoSYh(OJO=Od4UU6VH0)gVJo4$oZ#zum%am<s@+bt
z?w8H081@x)pC<|Lcfo}H!iRT$(S%h-8<S{7>srGj=jT;VEr0g++12YH_-$6vFr=&X
z8OeOG#fw{u=N%v2m1VE49F^NR;1osv8c~HcnZf#2+FQfW?m;kUa=uNlcXpSkNOV`~
zF2=wITDLRRxyIg9-Vw^G2>Z8fvF~`R-+1{Hks6#+VdHfN^r@>Tx0qX0m>ss4#q~I!
ziMW|<2TAg;b#xm)KydH-dS1UpN_A@(>@+@L!k&m^%Vgtbzuc_z4-g<(J&f|7T=#bM
zI&KJ#Ul4syZ}a_-_0}zKwL3B1_cP2&R^Jqz4@J2k3T<@Ek&sVHUW*?ydJCW|<m`0N
zwjgXnDt$GBKM`A<!)K|LpO(~yD^%7MY=VBmKh-Ui_!7LL)HZU{w?C8kt+|6(mL{M7
z%0j#OV5{6Lhkk---mtb3`y%za{1`9x&z@LHuh80(pN;a;0J=i(1p?$98GhJ)EfLxJ
z;u!`o05CVO_Y}2WUGr8zQIJ4!0vBR@7miT`FirjRMFi0+5a;|!2Kyr=b@?Dn;69k6
ztLZWtj|>qS4H+~+j(ISH9(0+0u%Uc12VF9LFrF%<t5g*hjog9|Xm1wVd{ewrebCh7
zf2U*Mr1+Vt;!@G9Dye+{!&gxTQa$!cZCMA6r0V0SQJnsIqde3Ugv<<<X@bx$|4f}w
zW>D{u{NkIHDOjVc=btp<eIFYc1$jOR@&hKh9YqporegrQDd-}g5`7buMc9!5oD2ul
z&)&Kud}+vp{?Ol3(<qsaDVlqZ^*w{QK`RL0`(Uqg?t!|bfw$=(JSi^GIt=pY5(z%g
z^oqs?ZJ_^dp9QZIW*G7|Er=WZ<^ZIXc)Phe3G*XdUl)Bt;44om`=^gISRfpH#!N~Z
z(ylF^5dBccZfut^KhfZ;<xBctd4CE7wM5tVhH5X}{7z<|S!Ni3V0<nK=bP{WIPlHF
z6sT((`lN{hJR*4jBcnlAv*5nU4zK|@p^DNpiOJENcX2@3K;)!^n!U8XX@3P6_c*!o
zN9Sg~PlC8#UCFT4ONP}krq-OH{@ct0{hRqIFNTaCx{&TEBS_ya*?eW5%3t5au{1uG
zYCWRG3p<sP-x)2mTTOcJ=vRr`MJ%O3#tU>a3qDPf*kINLJCb^*or>Q)SBZ>stoPb5
z)cgslO6<mRwZ73+ZFE05?lu7h`X|XtlOH;rVa~i0JLUR5$lE(Xmpgsc2`7dA2+pD2
zcB*KtYg7y#dvNaa-bHWOeQqhUAe0dpC_?xXS)0wTj7`MV)4i#xy%TO7&9AIWKLbKv
ze4sqQ1$aleeVtT3z?c&O5dO1Yfrw%OSplGS8`xBgEOXCDp1<$S3?b}#P5SaMv8aC1
zKb#T&RJ9$vzT~+)>mm*JQ-%idfvc%S#0q&zQ6Y;7B@%^Dp^(fv5`#r#WV}*^04fTF
zXqaLUw9PKjkQ4R+m9sRg2&F2`;x-cCXAvxRi6bbF+y3r1?Z{@fZ^Z|M-K_a<SJzvO
zH(y^pyczfAmooQWB|o8h7(TjJzsl!t(azqC3J$i-Q@JEA!~s@!<<&?dTE@MLcx@ae
zUsxW*&&{Q|lil%JHz?@&aNoDtzGa2mGJePrT=2Cd15mvRHr=|l(d-w(y|wOrrPvo&
z^TL)5IpJ2f&AH`H!kp6{Qpv&iuNg5tZ3z16Y0=Xh2<oNH!O^W8GvAp2LMzyrdlJll
zc`bOc$Y^IWn5aKV?~+_H(Y1e|BrAG<{bu~uE%XAJc5FSYOSk3Ygd9T@5e2+k7!e-l
zrCP)KSCCj{zheckF9ry?e9>L+9WFudYl%D3?i^d`I5tZ(C}1W8r1>n25DxG+e1FIr
z2mB#0v>o=xw)vLK#U^5(=J4IS*xUoHq<Bb@2qSnpn{9E}Xt5JPWMpifZ64&r*4>KP
z@rz@AR<$_sxccHtc&?m5+zSXwtTY`tc{i}`c%ZCPiMx3cR5LiC{Hro;j^YFnV6#%`
zF*o)Oc&;U!dUgENUAHLD!jHYy?;dNf*{8cXh*=qpt0WHQFK_TZ>L<5n+%Xiq^gnKJ
z5RG`dwCIB3{Z(3)#v+T6QW3r}YniX}ykO1UneMa1I%TALS!(nZTTZ+0Vg)<pGXeji
z^x|eY7xY@Iklftt2LXJh`1(zp%G-^0)-BbkchF?b7Umi1J(OPXYtS{IMn2RFUe9dQ
zCAWj?i&c5KA3Y~@`BJmpTl>q<{T%Oy`g=n>(+q^};DcnOGr4JNRGSWG%&HvrmydCE
zr6FU@wb$748S2c6uI#M`Jez?r@BA#SWzO~W53F7OH`&5Liuju?<_{@6>RBR#LV&ml
z6z^Yi@sfEKhP(}Cw#65s5v7T>@&5I%8IKdcmR`h-0s{A+!Q6>w#Iv;DE%>;5;!lni
zG(0x+C*vbpK6yM9t<*||(K`-vt15aZJz_eB?>2^>{7;gqKOy$eH>7%X&n=4ktF|u5
z5bu&~%fo-EFf3;B7m??&25@G^9V!ECIs`|UR!x&z4%Yt6<cz<N=6CnM+wNaWH0pW$
zA`D~1m55QfG^xG!u|`Mi(3XAmA*Xu{j~*0s8ii4_+CL{St?q1u=1Oi%u05KeXd1sd
zAc`%p&1i(a)-pTa+XXdNZebWfD5Q)2l6fWXC|>sbTw*4FtqTIUSN4j3eb&CV+QLha
zZsNhs@u$R+<P+)HUi7op16?;f?Mhb!LF#qeP8Y@dbj7=6{sg|iLSo4>f1fh>C>8L2
zdRQ^`zo_1BEd|>p)`mCC0lf_1Xfg)YjSXuaRl%4GVZ#NXGr`gn-%B&0n(JK1FU%JF
zyxh^7;1T+lRe4&d8(|us<jf~_OI4s$k#??)kY=y$9TrtgCHbiEh*IA<8qcYAUt&YS
zu+Qh0^0DUdQ+~H)C>K}^TFbNds)g@D)RNkx=UsbleOS_JThgzeNUV4Wy3^!9;*N0^
z=6*v245#zS|AM^EX_nlx`|jobdolNGn&uvM?V{BavPM~xRXz7B^ZXi9l#^}kWoh=M
z^hf)65yARS(p|tkPyVc7{jIINW^~8&I4Pc@;ektPeddhj*yu#1x-pnH#o+|GW*+Eq
zgy~2B*(vD!i}ne$x4O(*$1|Pc^oJt%3UO6;z3wHPrDf*a`oatHNz?)SXTysxM4(4Z
z_Dh`RcBK(wV;r#{K3a-!)Vw%Vk~!@sm>bX<y`$gi<=2G&{$avCi^68*O>uQv3#|mh
zZ;135T5Uuj7l`+o-y9rZ@Ef5WZti5<WjtM2Pdk7Tb5QCOG?z-&*vDAW(#sj~3~#|f
z0xxW~Fyg+WiNFI#FxCE}`epa-)b3WM<i<nn2Bi9nS3+&j{cJM5A-?a*R}fy7PsV-p
zPt$weV@kz$;iJ!C^@3$ryo4V<rC%Iwbx((2)}lm43PJkU+Fd92Cz~~Eaz4gWJ1tJO
z+2ZOO84RcN&N%v9*x%xLKwRnS*dHU5=1e@P^&YdVpu3?W=jN7o0AJ;=J+`JRwAhx8
zF{^B1?Mp@?^VoTofJ%<nIv0<0Dn_jmd&?vH)9l6y)r*~20r7mm&FA#%>@>~{HpUIK
z)5uV^Sc5N1^aAV94F;F<W9X^^xqqe1EjfA4tbtDqkEhPjU4NG4yGl7iZ8yvnCS^e2
zNXCboej8HlOHGwL!~2hwo{jzr3g!i5p{hpF15YI%A7<^7;`x=REWbo9IF9wb>PI(n
zrQ#+pD7=kxQ^db0;nP`;Q65%*(RyS#7T}-Ro37>GF0;RC6Nf#PyC&2bs*vms^=u8_
z(c4O1u_V5y^6vfniKm3;)3neaCCk*jdZtDx+Yyra5PS=34R@}7CJVSKaD&A9@(05;
z+RVEv$va#vr(v)B)4?ik-DX8&BhGI!6h4L1(yWVi$9*|xg&puj1IuA$E`+l^q2)s0
z9*Pk@>FL0*sCO)ZKIHP4?bt?RWNVJ+??so*-@AwV=FAz-JD5o0yuu<X_!buGDQ8y8
z!5oJ5M*7&A%6Wv$hTO7T;ktck@%@oXsEm3e_NCy>@Qv`C`<S!!xlwkK-LOY&7y9>B
zl&v2&EAT6{IS$biHBT<N>HyQ)$Fn^zXv6kbSDwSwD`Ll8*=kO6RBOCc2fJ&Nb}fsm
zac=?Ri&3^UcX~6$QtoMZLr%W>F-h&d?`op{m6WBMr+f{6R#6|DP3`bG^N-*1tDE-B
zzt6oVn7nqe#Dj^v<J2OG!(W_kG;ObP9PVJy`FBm>7V5>~v|a4!h}pRq))|XDpVWvt
z)%}?HrbUEx5e%Gi;S2h0k*j^X=HW{XaEJV6BMy@{sJY2wpf~cRI*mUbVx3;C8fGKj
zFpxcF@d1+j^<P>&jr6-$cZ5F<R@JgN#z%3Bl>sm}0nx$8nV(iI!HU*<DL?rpKSbLl
z@;|A9mM`NO#y$9hI;MEu&X^yBYXzJ>h_8(!ObQ#hMp8UC6W6jQ+^UPaCzlT7OZ|MZ
z)r3~<<N`~nn(x8vg7sI|&JF<R>#5pRG*)3vVRuhzI}n^BeMZe*7;oh|V1sw8qgs3q
zmQj3!^~RI=-0_ok$k}QEK7&sBV}`aMcIh&!FRQFM*<@<Y*q!zC8|{xNfBZNuVP3nY
zmFlJHz0S)~<!jKnkx!yZ%AnAH2NowA9MAsJ(8T*W_PX}l=1fcw62(XxGbW;&24KM%
zE`*c{Nx@SUQh>>Y{3cE?OoG<=zZg5~m^z~G!MAAf;_ei8cXx*tcXudmk4N!BaV-v|
z#a)X#4|jKc4}G{kWV_kTX7{(>WH&dNNoM}Jb8_!wCg+^b=Sb0kE2flIk;wX6`FA#1
zR&v&qNh;ySvT3T+Mm#!J%-%0r4k|yK&(@}{>tlmuVEvh%8J_22kh~X(hhJD*L@>8+
zOAXBw60H#$_Hmy2<UP~v4`f06LOSxznXAM6-T@mog9215C${u3qSa70$rw+;T^GtV
z8}&kyVzc$Woy*)Nyf^g}>J@^f$FCYCy6^iZGWLafDEbILmtN|Y!T%lm;VXv*{T7t@
zCh_OKBYHT!$it}0&q&d%Md8OO@^+A97{RL2xJcvlBbi{KS9|)cUE{RK6gkJc_F=R4
zhXCWTO~na%Wbsgw)Mbk{fv<{8;QD}{D#td>R#u*AZtBcyVnxcH@1HWu=>)``DYTl8
zH1n?8Vsaq!pd6bHQ~zaK>;NWiHH(0^Q|T-Fq(DU*SG>#9Q2Ok$<2^QTF8bh;)jjvQ
zFPcen>p%yAN1r37`*aRNi9DAZEj?05bzyXK((Me%5xG{e3o^JYgh*l*#2?+sdUf+Y
zpd;VDJx-H}%Oj7RtW6O^vzJmXGr;2p@9LWUf^?oquh&y1II70l*$Sz?(tR>wRQ1yy
zQq|q24o#=ZFJcvE6NJ3+%!JhK*BBB3o!gzxqmKJb?g=8Oe(}5Dw0&1CR=3}+E6m;!
z@AcmQ=|OvT5cu=hnRHF>{amsg%!H9Qr-}oklztm`dB$0uGe3U$a-X%BB*A@#=XfA-
zW#`$WQJbeB!6o@Qmu*|2?AEAP>G(L^UBLg-?o_#_Ef2J&44blI2q2%YhvpSkop=o|
zcrAkQmHD5`<jRHZq2<PDk9Sy2lT1ua!;bPHST(Qx&WGf1z!nhLFAgwj;M;dRooL~6
zW(3DqS;&l7h`=x!^;~C?2>b5jp&BKTnb5VYjNi=94J`Li{;K6AC425~Q9E{|0Gbpf
zkgG10N)822M3x2Ain3MJ*IF!M>*4N>qH|lrU~Monz?|WlUHP{zBj1_~=+r4z!qT|J
zu_e>jN2Z;anBX(zzC*m;WcT`v5trsj_hZ0beo*eC@Z~M|1l?p{b74i;<{{7`OQekj
zTv^jnr7W<=x3EMUB*Vn_`tj5}s~!EdxeiEqek+As<CHbmCyGW<Tp_$$kmm*CJ}=IL
zHf*!UxQiG2+}<|JGTjh;-gaxdrh#mJ;W$j*U|EO7?5dIg`3Tya@9shc>h)^6=zIJa
zJ>0gR-=cH)Dci-qpBX$weE5nvP0DCvDj92xnHotS0AD+U6o-z-IQIi>%?<u`bC}Z<
zwCU)4ur*LsG%#}hkzwj1gI*N-Ea{hJqTSz=gc=qZT9sJVqR9G63E$1MoF>0k&q8jf
z)lJO-aux8`b%SnJbJ=xkHNBw1DZNmxff1aAHR?)oT?xPOaQYQM>9?br-|bg7A3zsB
zYehTG$1EiVv64U;h!j@PVarz}th1JVj4^~<wZCjr=zju9FJ!C>t80F39*%alKj!;C
zsKq+KH_uFM{=mXv8P|IFwdw0~sN{*{uh%Cd$~(2w{c<6*UpIEyUQxLfMiK8xAOC3h
zDPV@VsYnLYfgKC6q%FDZcj`##f6N}9CY4wZqcmOm*7MFwFK%67=Zwsc@5PMvF}Mg%
zpLHfbrh{0nI>RA7G}tnTvZ?oe<QCM^pB9;ey4JH7bEiEY@m#eH7%>6?8LsiSLq=N&
zThIT}uUuZdad!?GfCHbKrtz=3LR+UzkT>OqoTl@^n{WlPVwGkIfcI)}*SZEU!mph;
z@E9Fyz1?=xpoyqAAN=rhMO|Y~lC0j?F+6-mc#ujGODk>CCHBPib5lzin7ZOo?4B&*
zZE5=+GTnpqMq3l}SQElDS~8g&9rE^X=cN{BY9tnZH(ZEx{rem-5?({QeQ=Clx$PVb
z%~z8k{Pu>kzaxIlt6BAGs&^N%&1)YyYAMl&iF+n)<9}~uq;c5JpOD9BW>xC#RJY@{
zBKBYzWf_J&{Toihfr?)+XEl(@+g=EUdn$d(s?-n9M&fE!7e{dVTys;h#5ewkDsnh5
z#q;HCJ~=R410fZP{y7pJYtq%Rqqjp0#k4-@2!YSn4P(HkJU3WV1n)%3ju@D)fG$);
zZHn$o$h<n>RLWxWxjS$^RHYNeP<o;PkJ4CK%?L8Ns4bw7WXkOXYUJgN7w*CeI#FL(
zMkKKcjy#*t23$}(f=FH+JKD0bYWu%zXiRZU#rN0+m!V$WSYOk;>Hi{w(6|1j^}=l*
zb!TT{xQH)aMOEW7lY09otQ_&`w7ae(rv9w5qe^jW8@r^mz8?A}@X_s>FCu_rEIYb}
zLaX(@vL4`^@$1B3+bL$yE#-2``c))TKZ&ezR`A?^vSV<IFa#@1&))0d?JYXL<@$|>
zSM+cE8_2E``R_H`4Zof@n9DI*>-q8ihVfR3ug)tmbFf2^HYZN`D?fG$2h+kz0ogfO
z9n_O5Bg-4#N9|uMv=}-<yL^%*)Wd`LCShDo0(cI2$PfnvAim38c^Xmu_pTCr@|Ir}
zx}FFovDy_W5Shaq|Fm2FCK{QFDtP(A?AbLxwm@VZ`v7KqG5*gYL&&z}47XK(CRM2>
z_uI{O;qe_k2<ISQ-o=-bb-#Ws6RMxb!=5F@E}W)z)DB(`r{sG)v6cSWH6kIiv9Yf{
zZ*3=0Z|#uXu7_gE>eFnZ1>KxB@I`zRQk-e#5XGBQ=t59O{<YvtY2771p<aYlc)eIl
zQD}QJ6FVW$Ah7kkL(nXBhjYjm{7sZ^RVogTQc#L=CRX&EcFNC>T|N(f^_ag5-B^B{
z$&)tv=(f^rMz>@-YFf&Rh$8T8^|%H%D(I=|mH63;#ow>e6aK|{2I-lm7giW>ZKg#p
z?iJInu%-w&N%e@XSs0i$J}%|{j49sJA=x^qY93gMPC4w2#=B}%U>s0jysOIhtd6?p
zGOd6^n=+4;Z7j{UO!QZBsx{`pblePzj1_q<w|*%ubYL%7liIG~RJkIhku*p;*dww(
za@4XZE7AHY?2+La99tIAm3)mWvow4uVd;kLF^}z;{*%PI6eX>dd>}(F+U!$~Q`8&n
z_RDYsF))hDZ3kMkjvXS3+>^~K{BfJDt~>t)dw6dTSx^AO-<DQ`_KH=@>Z|aTab$wb
zuqS-SQFm$v+SfD%e9&9#)}ATOcQqy($s}qzDrsT5t7#mB(5hba4_^?N@HA07JETY0
z&VMVtOZiAqh(q;0vRRvgc8cr6*|cE+RSoB~VP<IB2W%w9BDS<t5bx`qN*CTo{PS@)
zpDE}{XW-qMSRm$|vFy}N-mOKPr@@x{t+%1&6#Hw`TRrRPBhT&LGsxS^p=C?vjcdqE
z@(n@Qv(66h?zAs2qZT4_x<g*C!IiGxLLJN}<b+d~K4LZ^pazY>Xi$B1^w7In0lloJ
zwewDl8BI-_=J&7Gls9B_zrK?Q{(_y--WIqp(%O@$-UkWF6}<^<UPW`{SaGu_ySIgd
zU5Dc81cJm%k3z7TMyhu)2}*N=RN7CgW2o;)ov!pYFNqerhsy^z7N-ehO-%xOU1Wk(
z&p!EvAhl=C`&wQjK3iC|`Y^c}>8<kH$H0i66fU|I8Yzl<;rwub7}!6t_O=NDYoaGD
z#{>R{J!`jgz6=|a#ht{E+M3zAPbp7dHycIuky5D8!^~;N!=gDU@(xJBy{<nIBg|Lt
z`Z@yqajY*1px-(*F^w$f$igQsP%FPlKOeWix%jn%E6mJ)Sr*+nNq&jQdbBA}`~j!a
zR0Lo3<zrLB-Ji&MarK)$thX0eKeV7=<F`p7O55kmbL3~(UcSgxeWPUS({=NZ!RORb
z0b*P4!6mUD=fP^9YDrNo*w91IYKizI^T_Gx0cP1jmF}yUmy-dL=@y?_Eo9ODr8RP{
zQ>&V$H&uibRMv|Phg*$_9*UB4ni{)R*0U?61>_?p^QYY+^Oztr0vQ3Q?tMz&oL_f^
zlO1tq^P3L+MqXb&pG5;of)Aq}t^v==;vVAH@hx`ASex_HJ<Mw89kFWo`*3n3IOuz3
zVSufoLnD&@Wxz=yy<rC5oMXR#tJ<2Q_t&>F*E^!gX-985AO`GiIZ%J<!=lyc&RZOt
zZPgHk6`Jq_sk1}%V;=dy?GQawqug#xuoWuzN-46wb_^nu$vLML5w>|#r@mua!gT1m
zMY>xbAT(PT?Rg($o=?xuJ_uc#S13=r4Sb3t=O{%yASh|@sH|x8mKQG>f+m!8D+)=`
zZg?C_r#s~qx(K;JwKvN|<^!2`38>v>II5spah1@Aw(dID5AinYT~#JynMlvU!<m)5
zu-KT~mJ5_Bs&`_I%T1~BUFo*DgWVL8c8#;4GY?He<9abbh8xvP`7OG;ThuFTa<4Wg
zBDb{<3<-SyDng9)Xl$xo0Gf>+j|s+`wZ>3&T!vhMi(;A(+*R|l{-L?~t)-`JGH-J;
zky_u!oEEwv@a~(4J|tCDye+&-*0K!G7aQ`-2Jj)X`n(YH%qClzGXyLaQv0qKtiGZa
z4b@;ou6vW9NslYqG*J^0=-hzR{t>Iw!}pn=HkB8eAl;g8;K0bW2Cz2&ox82~O!Qtc
z+z|~UUl|BJ|B8uqNiMyd9z!W27fiO*ybO!S4#agj4mTwZkhxGA%Jcf<ss7YZy|QRF
z6MX=yv5kxSo)NjQ=^m^sX5=~I?{Vt$JY|0ht2V@~nfw%KNEEA6AB;?L=h8iDj+NR&
zPXu?~i@L0{m8bUHy%MGGD)Rd;+Xx|s+TRl$W?FHBbIjl4Vf0@Sh4gH68SJa_*2B1=
zQpA_8nIdRU4r1c}oHGN$lP7#o|F-POAfXc1LfT~*%iUiD9KU<@`gpCJA6(-+C@;9<
zYwDiE*bKr}btfGj@F0B^o`}}_9rJ$%*AVtYJLbOSwDm1x%i_UGiGE@Yqu2msw1s@%
zim0+R|51lp286VyOgpSMH)k#<zB|8WW8F}<A3QQ+YLs=pnRU^=;v36-4+Oo`IT)uO
zCg(o1$nNC^87i$mq4@p@!>!SV`KKBA65(p0*_AePy)jIhFD@!?#8TKDplsfAPsPtE
ze@$-6{|gYR^CLdjhJ*Zy2>cd+e_*4A(RPzd3l<O4sNC)}F8{d2lppjXkrp`NP~N2L
z{zarhKkNlYt~@P#4pX1TOz5uo1Yr(acgGNtk8Hq1-GSd{8<;+&^sS44i5?K!AZR4}
zcA%Iv4hb2X<rSYJxvPh_^O)uDN<>Eaq@3J+>hg=|DEk@6Z90}KyP1wY%DUK@T%VaG
zB6m9Y0bgG$V69DBOe$hv-7V5m2#u7Qr1L0N!&<ej%Wh*ENC_r$`NHiBjxLCvqd0hm
z>@;{X1_gQ)<UGcTJ$Kg)RxT`CIa|cB1sUZe@D1D$=OSf$5d9FFEFmFlyf|CN0U+h#
zhz-8trGVHO?wJP!8oj!DSCJ}~O=CsB@j=Q%MSXaLq^RvGiacYr*Lz*EAS(?iqBq{h
z2eB%)>zbC;iOE8~gX>ZJP=jN$Ujm6;9}Yf2K?L6JdY|9oo4>{fKKb@+35*T2%V~dQ
zs_T=PhtFTw89v^nGwi0eOYUt{@{RAcfEUWTaCml%@54U2W(PPGHK6-s0bwMUdtYx{
z%Nj#APNlM%Gut+l|6zU!x5r=w8$mHY9r1m;V}J6*PK|s~wr|${MaVelSg4iQ8#F?d
z@l#rCp$OOQq~+FYn^p&R?TgU}r}DzE(*GEX%sTq{DW7$)Yu@Bo5@A&LQqZvVsOO?A
z(LxdlBbWPMuk2Rk{+}%iGm_zSM)~z8%)|Ba-<c$})A+uay=_fP9828j1-RT#YL&%f
zO_P45jFt?X*ZmBsY(5}s_9>cQe4(c+WrM9PZdCf+W5r-~l|E>8>{`XMY;Km+l4=Rw
zH1^F5^!4(g3Iv$!3<V|GY36--NZRaBuuD5S*(l;UV<CrJwzZO|MH_;b;$Amy<<*LO
z<Z5)s6!`6(uB|;vKtyk)eeNTu0+iLY3nvu~#My%eE>>3p)~l8bv|C$SCtbiIvoA&`
zBbi;sTjyh+lT;FE-?~-D88?XsPt&phtb>DMf7$%V{jshThSgq8?uJBF*P4(UGhtdI
zYeWUcgJNZLQ>ck47zaQipFXz33f6tNe<M_~&=KxWtrnjT77=nyIlZ55zu2O`HQy5)
zH)Y=Ty70OaMT5-I{pdbRKgQ&m_s0zD4K;hB0Q|~Zatz+TdPy~lO|S<S@%yPAKp|WL
z`~7aQw&`Oz9cI<uXy;F0g3Neu5vE8t=AC<SZ*Jj8qREu??j8CtxT>m1y5XE=jNyUI
z(|BIrYzTtR?RQJ8wb9`r>|-{MSrF%m>^l;M4rLqKn#DYxi45=$l#zH-Q5Cs>UUge|
zy$%MpBI)Uvy!YGiyc2?$Qp}p8!r?0$Nro3#B50+CTQX{3e;=TV4F8dQ#rU18m4qA_
zbsml&RnLZziFp-)h2w{6CKVM?(+5F8T?d}IzGd~o`Bf&W#C0G{)Wgjcr_#GvqRRmG
zq91tPw5aYVAb}4ks0g$c^4WLj#M%e&QND>$8qn_XR;3SDI5d+frtJW)46+?OxYn0a
z7E#K4Y+)TNVMc#Owk74o(;X|6g`HppE;1f%6KmX6XMRlT-S8rfYQ+xOe_Tf1cwA~M
z&M&+{b@4lt@ZuSwuc?^>QusMCnDdc=DtOE^FRdKp(;~8t*4}i?6}cid*w5&r6Rq0+
zbgyDjf&OeRHFCPN6^{bHRjMApe<2~fa9>#tagNR!y9^pjTG4*bXG?O#Tjm}Vf5%mJ
zh4#Eg7`rg60NS&)d)BsN;_<jR!7Zf(|0BJ8f8b7d@TZ5dCUdt;T6M6Pfx8?+0aREq
zh+CMyJ=OXD;8Z8ogGXy*t&^jg(!Gm6Lcakr-V8#?P7+ybGk(duTHo21DMt7Smva>t
z7;)y`)ox`7iSy6~+9Zi6U<CK>3l8rI@v(4~Y=A^$0!19QYw$Q1ARv-W%ZT_~I4{-T
z4&1K}E5x?BIl-xa=|C%V6-_}7w&WFOYuV`zq8kyIM(xtMUZ+S-7A#)^yygEU<s~RD
zeKSYjlk)P<x?Z|pEgAq#;8F(8`w0fw#0>?+395(Xex<J3LPo!^Db9sTshVIMrEb6p
zz^v(KwDyK_U4?-&!Yo>)_VwoyFuIIf=kn|eg3SXTgN;R3ZNlq=(HbUPh?O6&ffEmx
zXVDeGssh2+=BeT1#URpSaLF*ik_RHmlPqdx(M30Oi6)7-Uh>-J%<%sD>-jvcHhfy|
z3wJQf!E-mxX@=oi;Th2DD{_E$t&Y{_Rr^pFDI_>L2tza9BTD=rwywe_kZGxT>hXJ>
zxbopr^{$w<o7`iGIU1j1c&u(y;~F)eW4!Z)K_Qp=aJ}xQ$t}aQ?+DscE?vFZ<*6PR
zccsQIJxfc<rVj<DA+%5ufw2H@gGHm(n-RWpxFhG@d`Ip~TpHxxi>-7`RYUdZC;Ne5
zuG1^g#Sa6Te2c`<#{rgsEgNq=>EJP$Ya{3!AlEdkQ~NIQ_500b`qNx-*3<et|01S8
zjYE#36X{c!eBeo>X?rWA#RMbmpreNI^4k0wpQ*SqBR}6lEj?s1rP3yBUkL30_xW&8
zQjZ;WG1i~ifKEZznZeT<`Di<m_YS5ts-R2(NsCHQv7rubv=mGC|9-o9*6<TpKxPR5
zRbE-cmBeL2u#b-#EyO5lKK=2f|3g~jEucBn+IIZOr7pK!N72WKcvk+FAvbKoR34Z)
z&bvs3KRqcPD=Pb9$u#TT!P62KkWf$4Dz(9~R3`AJXu}M3-nGt;5^;GF&UamSH!r1L
z?zTt0n+_|Ba#Yk)><MFp&Rdg$Pdrs`zQzytz@zgiqEe?tvAI=?Vs}!bsVl4|P;N0Z
zDms4>w}LE@?3N&SxjAR%>=NtD=rU7+t~0KUmOIUJQuoL2_8>Hy?90LYYl?h`iE29Q
ziQ}R%v)H`ps!6iXDZ|(*i)U=nFubG)D2dfb(XL+O_@`Y<`eGILtmB|~iIVSawO5l0
zBP^q_0W_it0}@-<gm+mSb@#l?s*5pLE$e;RKtR+k_faAUZY#x>gNDhRUbCJ-X?*@E
zJWd&uw=BKm>rbLV=P8-bxH0ounfCWqu~wHmrwz-Sk|J{LWY!9q)@nBSt@CeTp5(N&
z3oy%&bd5(3YvoroKdQ2h9~=xlNM^^++0)2KepW*q)a{RZZs8M&XvpS5&S87CaP++v
z-4i$uxYm807qMF!Eo-PSbK?Deweg}Qfpry?v@AxMP{GDq-#>;ai)L4RXEawTPTwip
z(?;Q%l#35Li9H`VT=vLH{AQnILeoblIt%kFstQ^6a8F&i_;)^SURtiWP7MLOsMh*}
zY6}Bx+EWtTh-LGo<Wv2Oc)<+=y;Gx_ffASbShx3ORafegf9dB3k1cdFHypN1fR>oD
znAUHZdGn9c|Ey!;SfBj`k$=<NkRJPJ<()SmZH5ASOl6Rh6lDJ)an_4F@k%!62Fb7M
zn2K!7Pe7ONLvqfJI1=S40*1jHDRKK)$iIMW2~uIH*HpLT+AUgDzc=73okZWFE@$UX
z2ZDd4pkq#gMEk`jhc)+NbHdSim?OTH7>=!(vdB!_dEju5k8zXNS1DM-TW9w(QqmJU
zN;F${ugh(HZVN8wm5`jGOf+MHR6z?zV!cPnIdt-5@`^U-g=&Bd5Mo#=g@jIdo(C#-
z>_)6_T8;oF4d|F0)L{ND*8Dsy1hC=0%;E8fbE>+3Vj59ZFvgsnR1;7S#0IXuDvNT|
z;c=&24+&$P@H44dx)wdd*uIACJDn<Cm*UTg_dHj`s!0FY&%PqeOp;#O@8D9Tx1axb
zsvo*Wa<JtTlF8k7;DHu?$?^X4?yXsLJU4BG>4<;Pv<#ayISM@kBpQ~57|dyGh0mLC
zOhr!ev!86CqiE^!bC~r<eisaP>G7<0GJ-Ij`R;cW0F%k&_Esy2-T11o3Z<?070-c$
zVO%{Y)qBvzv_4E|ZCAUKg|PQh5AUqWcEWEr*}QN0PcEjvPkpe&T!Y@bS!F8(3ERl#
z-Y!Y$&DOxD7eTF-5!^KMzzYi;Ar*`;fqI53IPP!&dge*O8?kY?=fzZbC5JRLgs1i+
zb2Sx14=##<1UB@tl%@82QL75qZ8KhZi8W@b;k{z8QR@NXvD`g|Sd1A^H7-UErzN#~
z>Q7jmKE-b5Z8HsyC%t<$7Kr7Rv>{_Qm?)@%&epW21%D(i$1GA@#xkF1AGf7Z&+4Lm
zE5rX7`QZd)6JVX28Zo7u`BFS^!NUdl%;cVzg7b2hS&|I{zW8RTnp6JUf=AsA{EH<^
zcpd&?3Y^W=o~WM)psJlrSO!>udkkxYRwmCjU=_E+;1Cb{pBx%s1C8W-MgLF2Gq4L-
z$#S0d(m$x0SGl~BTNV5@P2D2X(U|_0cK7`gae|@(3n;h3S0?{+EM>uzb!zIL*;ut$
zE{*Yp5L2sAX||P&_XgEK!1|riN4pFJ`xjms?_iaqhWR-S?i^Uhmz&KLhdb7U>&;%K
z3(cuf0TbPa`%hGQuDY$4bK@IJV%dmaIXq8<p`4dqs`#V9_8ixTl`%Y+-RrIQKuVP~
zIjLqm>DhPk&3M)#aa3x`-w;UQn5Y?tlMw_F3KORd11n3Z@CJ07-ywz%NV2FHRI-JZ
zHs;~*yI`r5VU);8NwR5{_uOQTyv)*R?&S1QPGyRC+6CExbGJz0bJqdKcYTn38MrLZ
zU#1opXw$j<7fB{`6HJM154%J5D_(BGU34k|WlY?Y|Gw|zwl1?q#T?^Af5k*w<b&f(
zIb8bU4&4&zo_>7Vc<=`#=$nyWj_7DY=xDDf9w?3wQDkVW7~}z>LHF*4CuqfHFgJO*
z?p{*vx$T>2l^uXhHg9yq&8YjP!U?3VTjC%X?`dmX$S=&XgQFF!rirDbSM%MSB3&Qq
zQY}@LW}U`C>#~M4o8G*Ui=w^c9~0ykE8s-O<dVDcR3J=yHvi%1;GrH3qi&3t`8G$8
ziO<S#4Y?Eo2V0`5uV&sSdUL7eH)rFscu`=Xf*#^5f6VdwAxX<%YIdtaCl*>~!{@ka
z$$STIHRebpGT)OERlaWDU8g|{UuUKgCQPk{z6c(we(xi8V{yD33?{p+*6$Wep;QXJ
zChXkG9a^1vZB`=<l5<JkapW_+Zru0JjwUVoF2lXN_nMk-l?O4Hvps@fG#n7SI$1K@
zN#>?8EFcH4LHL()M<{eVcGyfNJIq+iplh)<n`dIrZ;8z>%jevyFBoqdVGp2=?k$kn
z)InSxecS@q<e~%}De8jU2)agU$Ldy(KyE>|-Q}l$=!}d9{TqZm-ugBwKUjs9jxT!s
zJ@e8y(=Xa_qNJ{gZcVfil&bCcx5OrFmc@D2Nk)@VzjEy#`&zCahIn3fXg&SbJl553
zri7W-^p<#9b;B;EmcO`wbeAPNS>gQ}b`LAMvW;gZk3LcRW|CL@aoC&B@YN|l^#&{F
zeAZiBeJz;|{<cx1J<=Y3;;o1I$_iQ?7=P@h%S>&`v#df{G<`qbK(a~7%^%vNr{h>H
z5F(BP7pNoE+1FYgB8H{YI<rY%B-R@o(f-cW^K_*{dTr$z*L+EqvRQoq-2O@ZY%%Jm
zhKdN*=aTT&pZwsQ;BRhR5Ma17r*Gd=8XTiV4Lfc^Cwt1pfsiZLSIRi72BKU+J<970
zcRjm9K39zsmAMU=O)73hz9)Cj`k9(G;a2j=P^QQPAU2_xZ53srI9j{r<=vzV+7<Q9
ze1zmRKJt?@!CRNglln*4c-3^EUPIWG&il`BaStakT{RRKPks#cxJRB&i4r8{S4LG`
z9~!fjUh+ERK(}^465pECz}XDJThJ_qhuX1vauw8X#rZs4Xenfhvn;!y`@8wn22X0q
z@H;nL_hVs)LS0J;j7g!$kMe|DLMg+at8KXR7spc``#r8)$JQY??Cm{Ri#8rs&R^(v
ziLq1M#wwco{Lut2W{I%h#M_@pj#5~yy@}?P;Ay!>fO%s}BXG3i_5$Z|W!^}34RQXl
zll>}X#BJt)dh~^ZF<T?%SRmlg)?21qnx%_fJFtemqVtE4$)cRa>Y{krm{a!ET^o8n
zE0liGXw<irUAt)beD0u{sXMA(ukPhXhsuvX6$@#l{%<5fc3ku&^z*Ton)?)^n|Ar4
z*Aplo;(q1ef-^J|J`5#PEq`vWiF0YMpGJSR;XH@#w`)n{2iP$>DGDb8>5DX6wFMfr
zar%`iKSl5nGz=M3az#B0E-Kz=whK8KjRUtV=0!(f%<HNz2f2Mp$!Qnf3`&%taR5jP
z5Or<G|G}z<{<SL1y6cCc*eq7f94_Ax%Qfri*<0B8@J|uBCV>b3UAGP)fq?6B_p3Xc
zV;@gAm(*d{lMva5tJ}v{p41+O_uUw;aadhzI&&0nKZZq&2Ddi38Kyg0k~AUNo+_^*
z7;hLmn-58!79n^Mvlm;L59bjyJ2f*<-DjxOGt?b`^-5u86p6)*%7I_Dx0j;&NcGf;
zzja5@#g_4ua=0f3{vs{Gk@znU8K~I(XDr7$6F%DlA5VBB01beekFb@m1x4CofNw@P
z%eoGV_KKTRQocBkP;V23PJkyiSjfL?pl#4OKq%7trr~a6i&b|fn604^rlDRJFeNkG
z_DE5E=@ptyr|Zb`)GmH7U+P%rtJE>m(V@`n%))%2Q3mO_U*XI^Nk8LQ29X;L(@SQ+
zE7=q3-MB>5o4&HYMy4yL%ee7+R3?^Z(@iQd_Iid*eS3oNd!Kc>JC}Te1ongH%@g+U
z&g28iF#N-#!enyh)Srn4Fta0w+F~LTPv;KK9<(PIl$1r}#1~MD;XY>JP^vr=MEh_L
zC(5{WBV0fo4C<Cp%F9<;;Uspm0@0@;bK$pDNBgD&Bu<}PINf)I7m+vlPx-=pBE|#Z
zkN6c+eKzf(cA{LLF4KDN71cT%cz1<HIM2q7W4jtWH!Ri;NKEXTb|}C~09}-z@{FGl
z{LSKpCyXYE@8{F`K+(%NjqhB|D)qqvbtXtb3%hxg)UKQXUaX!XHdamP;MWS70qor9
z44;B2Rpa{6#R>Ne6_s<Q#pv#<i8lz7l^VY*r(yd)Sk}-`+>7phiAvyZ;hlXuSxx&q
z7g6`Vo6LDt@tOQ-Fx^GSd{dp|fPw;|`0_G|YBp8%ShJ^?ju^YPnf9jYs;+c!B`t{3
zeo+QsFy;7+R9V*@oN;4UgIvzTJw25|v{i|<7JyNQe93qctCexVk;0VE%yi86^rkr5
z%8-yHcKNGLjGwP<!|}2CB3#zp^{L@LjEQtyM0C{OINuwZq7DT-_ZbhFgysdq5scbP
z#9U5}5V>(&pRmlNBPd#S#3z?iq}tz^$Bt$sO=_B)J}VMdAk(cLRh0<gT2#E2Y(=!=
zrPoS3{d%O(Dk;<t5G?UaPf#I0P{K2GV<vI^yOt#8HfE|}RlOz{SQn7BCU2%aW|Ioj
zmlMTtfOJQ7V&Ts5o5w5V#8vkYU;23ZDAP^6z&9J9lKw_(X1}FZZ0zmSFuPQ~LF^6@
zRR%05kej>NPTw~q|7IT*Y@%ofC`1Zwd{=>`m`#fP9L<~Rr|+-5GzCA>uzqVAu)Y4&
z?-HW%f%iun^WH|(Z$7JL-6bMe;BsIXo?mdus}IxH^JMv)TU|$NAAKg7dG$NX<bkZf
zoz01$oC$-@VFT4vez16X-09Z)qf+2x>l0$Lgmf07Rcppr?aQZ;YHtd4t$V)FZ1*A6
zr&b%mx?v(6s!T_s$4{Kny9=<K6xL{u$uY^pN~Bra`ri#T8#?9IA`sTHNk=7jApJ&8
zuu{IEn>#`FE>C>jInzgtTweznN8;FKCu;KfchIjUO1-`e74kR`<Fo)~6N1vo*)MV`
z>1#1QZ|Utv91H%DK%_786_vQQHDSW9tj+>b=e)1InMD$J3CCm5ii_W`Sg->MV>xfo
z<vBF3A<*p`UN$l(;^;}S_8}gp3<B<^ES!?x^2PTLsMw0q><M&|(#m|yg{rIrIAkaU
zNKBfNh66o`?lEbGwQ!+|Cl}0YS={Dlnq<GIYhR$7*?yk5jAsve5NmMC^<TTG*SlvR
z<X+Hbe<h#P;m*KH;3N#~&c7%U@`!j=`R(<Pm4f$VdroCWYAarFD1zS-SG1Dvc<^(h
zw_W!m5r=~2IsDIxn?Gmg1;C8i1fi~UzACG^NQaEpt`zanCX*-0`!2Skytnv~cr%Zn
zOQdnHV<RgL?%Vv;C0X`+eVH}oLB$}#?gN>BWl_!9oT}}S?yK&ySL|xOT_)|vd4rs1
zL8{ZPRPqUpHJ|h0o5B=lTRhIOlAw7ut$|pxW%+fJ{&SlpCpteXH>}CLC&lu&pnHKx
zyVymvkyolBM^TBks<K(YG_szLT|6MgLSrVPn$8j5%jesJ!-{UT?2GC94posN_C^h@
z-cII5-y}5(@3pbigu|rq4O(pKXGRq5?E<kM+MNP8ioe!0{si5ES2r(CUZOMXu1#2J
z4MfkY3+-EdU5_Za`28NCVMJg+1`x6HFoP!6Z`Dl@!(!lCoR2D9Hpzar_fwwT?7Nvz
zzcqf6QxWQQdW;;muWL1}2RO?T%n$LJP<jPV12_*a=MWZT;g*8db?TFimm;I215*zG
zn~I8%^yFT(M<Y#3dvKJl^`nLdf^{^O(AxAh=HVae(uA5@PdzdI5o~r99wGa;K$AO*
zcjrB1GDS6(W>b3`Fov@<PC|0%a<$e@a)DcTb(LgS-VYD$)n$@D>$H-;Ok=H|hONc2
z1Id5aP{wN`FVz4kE`C&#&t;%;CNSI}Pp>!<KO<)ww4R|g`qDd&FEr6UcgC}wlO2pN
zO4zWjhCFuci5%$1?wOFPT`3~@kKP&qz2a(r!a!U#x11T5?Vj%Y7Ux#6k3euBa1;V!
z)f)3VEit?0F}t<uDiN!%Z24$)V1bxPJ_}Ci?Y$f|&!#-BIcVS*k-9?^Qp_h<HAMS+
zF7$iG4IgDL$S%-5)$`zH#MC;v^(XDqwm__c))11Y>RXnJu{7`3Kx`)JN>SI0D^dBB
zFWQpniAnEWyAOMw!=~ozLd#EF25BY$x#zHo7Y>$`$GiNCZ%h5|sNgJGu5XaV3D3Az
zJ|~2!!grHAmaJFS_*T~^v7PW|PT+)}***<5hB8MCdbF9X1NL<vOvL8H^e063ScYtn
z#jWtT-+o3*J=24A#u=D1K}R3+h``DqA~Q1!U`xVO@#V^Ws}HG-`!>(B*xJbebWFeC
z?H?UU^oG~tr%2wP1k>Taz+@p~0$2u7n7CwC!yPGvklGoQ^esVC0*$QGKYo`5ta{0Q
zTZ*ntF<X<0T({iY7R?rS@ytvfI|avUWR?(9{K^DYveEBZFH^StJmpl@z4e(RWJ`~S
z;e2-yr4plZX*%8A#a{4<7%&^VC%8C3eB&_WenTgcyZBC=Yc&b_8!H;~{k)CHZ0-&9
z3}>vpOZnWWCnK(eIU5(b$^hwK#>wqp>k)PxTC025I?GEyQgyGx8nwM3rHuYFovStz
zHv0F)wt5YdrTl>_3s;zHW-EMP?Dio;>m|Q{Wj>eq6~5UhQtn05y?T_)`q*X>W<~a(
z?-RldDW`wXyJaE_z8Pw8JJLRvHrW=9uYN~8Czx+0A892@m1C8YTT3Z*kw9<Sg~z)V
z&)^fc>I{vsJ^8GOT}N~fcX9ylr#bXXVhQB;@}MuzAD0ig{&ZCcwsI2kz7sg^{0Llh
zp}h&-E(L_092*^WYnx(fQ_e<83b7bSd@(c;0y2DiBm*f~e=z+zWdlF;in)ZCL|HTt
zNYb=9XPFh|w_=Kqd9wb4E;BIoLX|-%D8ryKu2>stjMsMkK6%4O1VT;%iaTpRl()7z
z$qiLaK980wdxlq@z`apW=!cF{)@}9za36o61u;7`l7n2OVJ-;;l^b+lWEr%4rGi8P
z+NZiEfq1aB^SWYMm>9Gvp_QV7?DfZe^J>P-a-~_HtrOZyueK_>7;X^e)Nj&XBW~m{
z_cAvJ(!33|E-T~jSSW5LBrh6&P5f1i>IMT&F`bMUD6>sO8W|frv7EG=|8@7(mx4Mg
zk*~|<(87b5IF~xd!~<!q)`g$2ODMwSXpRhSZzUgc8q_(NXWb-k2GE>+heuq4o=W#1
zgQx-;!yivJd}uD)Q(Ik{{m}X+xNZi$$4!1p7&J_eJyQez37ffI|LD7Xbhwj27W&Ec
ztTf(WOS4G!jlBaTccUS+$k7TU0xZ5C+Q^^ATFaU0<y_2_d(wd+ZE=Nq&wOb8c^&14
z+>xUpi^Xj!8ZLAt91|-%z~g4fEc`id@1gl(`O$;e!v<Yx(Cd+RX!!0l7};}>A5Y{O
zY#4w2fKj43Zdkc|I{FB|9{lbEwDKUnB+ioZU`%!nM%j<Kuhov1HF{*LOdlb8Lwu|!
za9DSWsoXKmNjaO2YuZ(I&+UH8^j715u3@1aOr2goze4u$(YY!(<x~ggF42R{!ZM#1
z>5?J_hbWqbI<~?%W9+(q0)hYRtHfa8cw9}!JahKmtwAbQys^i1oJy<QpS_0Vxj*3?
zV*Bp(gD2++e>K43q0h}8)q5mdSj5nr>*qa2bJL$E@flpr7zg(U)2>f6BiESRqISdB
z9v_IYQ4}4@ckZa<D=Y<9Vno5ouuP|?8^Hm%7E>EwYi#RL3g(T0l`IO7b*?TPFWXbg
z9uOU|sIwRq{ZmS8Vn+l*yf@Q75;yKRw9=m=F}{8zC+gxnh(0DsxJO1$q{lg=9|cvP
zIGWFvXIN~lJU=X%ivtZKfOpiZKu<axl7uhV`W_LTJfU|A8;|>dp|O`cR}ChBC}}<;
zO~#p69*1CeUWeM6ie&j%pr15AiIi5C*;a0!RtgZl%#Yu=XKbBSl60tMeY%p6QJIn|
zl3oYldrBL*Ia>G@=KTW*WIFE^M(3Zh>V9+zl1o&7-&p!?`FY~khN}&GxljN#L~ny~
zXdY&Ss}Cvj8Csoqr?y4HFCUO7PdwNEA=mAWZP5bxOsBbPsCngF)ED7Z{4*mSYJ_y5
z=6^lKyahLk{l`21<>FxX3fp}_X|+gvzULjgo9y60T%}ZFK++P<g)WBgCr1`7sc8D9
zMXIT)zGOtDAjH|f;*xd3O+z4AVcZg{Hz`7qUjAeL6e24w@ocWfIHD$R0A8~DY8J6_
zH^fh)WbTOab;jXMNI3ueJ`i~CJN2)IHC^uip6`E|)&G2?!OzktN@8kHBfRwq;UDGY
zQ=ID~5-)u16PF)!xMK=%Gv6w3{=J|bdcP+#yj^j^H&w^|(b8Q^1Q`h-2!Tcmt&wsk
z?3Vf-bG%a0m@*aJ3^S9o#$9blGlwm!Dyaz#g%JE()9NS|mE&<37L#Q>l&ELncB#__
z6gqyR%qQB;$0PxMYuO_*Q~X9sj$m=EM|#UG4OC<+>u;jxDv#9bH!9FMWE~2+wN5*%
zkc?8extwPOS4x|Stt;pj4dsv3%ojf8>wRGva;l?WF+r&T{e@$>{tmGt_XZ#A69^Of
zF$ZnZyQwuaET1^tJTYg9ZAP+|1Wu5YOno+5THn9X5zv7dmRI}(0ZcG4<rfkD%Nbqy
zGZTE_T@q6pj8WG}Y3N%yttc(8uDPi432@4p@LqVkdN9oQb)n_Z3pgQVArW0rGk8mx
z;Gn)9CbJj%^43zMPX(@|{V`+o1H*(CbH@St;CB0L2IN)8VR(T>Umyr?t*CUT@6@3O
zr|i^lKg&f@6C>F?G@xVI_)+x-5x+9_lM}m+eN~C%u>Q-`{|#Nw<}XdZ4Ke%ZMKn60
z^<he(N~8(5*XT5RKR<EvXsul20r$V3oD3U3rAQBAWg9=KNE~ADm?o7>Jo*Z^YRW%$
z$yZ`&o7!wz8Zn%wv}ukAOcZjwC(T3n!u#+|>;R)fwnBjjAbX?Pp?9HPgz3jshMSJ*
zgor%c0Nq1m=`BJMya4$_rb0341hg}P0NFzk>Gp6R)D0%DsA<f?GwBwzTeJ<<8@1BM
zb%0$qQ4?yA$sv7VMR+<28~zhpVM9dxF3Dc?{5l<mbr?<Uhe`y~X;hz({sPjR_k>cs
z1`h2}=h^&gv{$s#i18s*e-V&+K7Q!0WFJ57`ws^iY<(H=w(FVP1Sr4@QY1pT@%Z4=
zR{AG})coVJB04VyUP#(@ZMtjmT2xm7C^D>{RS@9dXYOaOA86UUJ^UvrB&iU)YKFYf
z#(YKU@Dt~|$VPM?Wl}*guPl^k_k<aG^IeqZv7F9uDAD0Nb3bPUN+$~j`*AvwJ@rND
zK|zGo(OtQ7>SUyPDQtZN-O!I7@WLPDm#ICY&xRz80i#V@()`Y`Dx0-jmsj}v=}T0%
zafy7U!^e?-_ZKj#x_*P3_Q;r;wxZ_!s205Uk}FQ0Yv@1m4_0xg=hR}-wRx^k)KhXM
z!%gf*pV=WVOW_Rq)T=k6ZB7a=W8%mquK;J?Uno!aZ|iOQN?IvQU-RHhVD4?^_hId9
zwkX{Un=BF&Ww_?Z3igDFM871u^kJWzVl*c$@6<HhKETV^WwV-1rAI$GRqFb&84=W;
zOqwndDf*C<{KQ)FH-kSWso^*o@h0AJ6$nhD3(emPs5!hepHJ{2Twb<q#uO=U;1}%f
z#-CiO>%H=JF8limuNx+j=(Pw3xot`pFfg^c<?D|wm2l@UBKfdT@>hkc*cwf*IW#Dt
zYJlLMgUlHPKy5UjT$h&QOwCA(?TnZi^33glrvKwoDmM828#+a==wB;7{ze=goqn@k
z)rxHj?i8I+y&hCeB!W=LifWzHpfftAvRyGB5Yy^)v0<6$bk(>8-dh<gJq0&pyB)w-
zP5SlKCqnlP;U?<J#0SxG58an+teM@~KpbO|GSMN<d#q$vzFmAujMPf`beh&uiRb5!
z)NjnOS^gZ^6Y@V4+IIlOG=gSN0##35V`!|wiykEhkBdRA=@9)}ru5*jxFMFtc2dq_
zI+TFqgPpWJ12~m|LfL=qz!+FoJFL=V>O|lFIq0mKECh2D$<*mE87QJ~Bm1L4JK;M4
z!qDL!i{F;TynZ;g${{6tRN7KF-;tB3V#j~09KyZYdKDh19Qi()&JePhAwh0|0T|tD
zUI80dB3|FRi8~!0-*s{TK2E|Yr(w%ZxWOC<eY6)AXxeOv*-nT6`v8Sd261IilEYd=
zZk{+ZZPGzqgxNeLi4iM}ug?!&2C8algQ=;(1Su&t?#9V!t29<s){zQST*`stvzT<F
zPKwYEcqj(4vwqPc1hQ~{IAYS0@@~AkXs%q3{rWqyb6C?KOQMN~W=%<Khh`;=TTXby
z*&b6fK{Q2iX2@s4B;$Skb#;;cj3OXGuW!f5Sj)HY?R+nXK((!IP;oY;Etn+GXYIzN
zeQR~1j|G=mqP$UvrO1l&aXQ-Hfq2L*z#%+SdTUkXwy)(#<BnU*V(WLA{Ij@lfLoFS
zpgE&U0nMJii^D4m_iw?`!ye5v$i;9w6eE4)$N3E5Az+3_V%l*@WA>ntEWd)tmxc{=
zl8!6iGVQYawYl$c$F&7Oy79^NH2nIqnxfl;!$V<)UHXWjQNy?c4g^XxEe;C#2&^v*
z=@1PwYKe1`nS$&M)@4}%^AoKBfX(83iIO95E6UV`<CKs>$3?@k+K#)@FOiq=M&qJJ
zbl8{3m#(m-wji`Hqt7KIgijZ^^8zscnJoc-?t5R@Zc6O^xmJg_UxAtEve(AgFsJK!
z5g2)-On%C}9Y}_3g=9Cu9lDVPY+9@Kb?d7+d98CFiYh5>NQsC328_ms9$6m8kF@D4
zn<9fZ>*lJ@otJLT&U`w_VGs7x#ld{`OWn>^PnsFUSe8!X$o`L!kMA`0T71*kfV-Yx
zvCAW#L9Zke!3R>4Ml|26r-aMvsgtGES_!vC?HBJ#M_h`_kH&6)s$OFoU4Z3oh}oB^
z0=;<MJ8#Wfx_c#_FO5AK437>Tg|vk|JAR8?{9D+29<m2QeV*jhLYPL)Vb($v!Q^{@
zoNKJjWBTG~D%5uusx54bF75iCXfPxS5fodB5pdXJ3)vHimipnu8Y_|KeJ_725xOx)
z|N0(kjDjq5I0FB<0}r=|YpCG8R_j9w(Z`DdD*G?SYO!uA)CGK(=76&n9@yQ4sz8H_
znvs7*OT9Ge=w>2o8d8VN`?AtyBW+e}h3fvHJ3l$w+V}K|t!wMmRln9U8wS~y$z7kr
zzKS3+ic|d7PK-%r-r<lVcfdp65%y;ilA}TW^+n;>*j>su_ao9sfs<r_`g+lq-%v%(
zt2t>6pn3=chi?hUZfgf68#K-WP84zw=g+;h9U$Xx6><?)jESMO-~pt>{LYI>VutzJ
z*5lu0M(8K%)O+X-DI1`$SOU|hu6`ycjSuFinunug>EixbFTvp}zc|BN(~Vdfc2s6`
z*jcC_HOZn-(OxA4v9@^c2?&p#Z7`AYcSZ7xrT=QL95Z><0`#Eht+fa2)f<<7)ikoA
zmA11h#DOdv0fQy(qDL#TTO|sHS7<D}Dw|MfQ~LCTlhY2={w=icQCX{`2Tjhx_Hb5B
z;yjL>8y^KBPr?RzTYe*s_H7F2PTc*YL_@`WtWNs3!GbDNKbJ)#D>uFt4?MJUbqCp6
zRmDTD1J?V@(30m@RjTB6nj^!QqX^On9Rfr+J}@#<_BR-+K{mgIdNSzt*KU%dIMH&q
z($(?FrtqI^4}?{N?kEZ+K1{m}%bLxgK82>w-~=QP%)kXiZ5H_RM%m6d@rD)8;046w
z6)4?&P%Cif4QDSBpAT!B@%O?!D#aMoLYGU5#H7MMQ)nthjhJ!8lV(p1BTFi}KoRdl
z){p$8ACBmUcFl?0zzJWojVKz%^z)m$-v=ynbZEcWUo_us{`FAO#BhthNO~3@o(c%r
zd*u#8(54aXcF?{090U;=b~t&%kYJMUIjn;$U;PK(rnn{kiJK)7{?`8oDDZ!m2K_%d
z!`wUq|2qWOI8n{9pYvnHz3?Dwikv1;iC{?68P1fB%{%a&0ZDtPK8}_D&YEv!8<UqL
zPJiIm1#f-n=;+FatGJG8E@`J+YO-fVlEU6e;kvc3I$?H`Ht(9yMD(S(k99T1Cvxc_
z06X{ZyuHVR4@gVWUCC1Q)nN;ES~XIORv)lVXXKWp^TK-5kvG2lt)P&icm7Pg=#s-f
z{wyS3{H<2w1<DY6hZI%7o9saz<2;ro<8v^ID15D9R$9DZ7PA~Ap0{FRidj-GXad}l
zWzX|R3dYZSf2%mKGApiKDirViU~F*l{%2Og1A+Owqydlk{}3_3|DT9)@$qm9{V$9%
zj}Q<4|AA@-q#=L#qK6B5y9SHvvwqj_sfTT{|7)fATr^ZljTA`8I<qW?NXnSL{A-3N
zwv)wYFvi5{lq7I4(sB#Gwr1BZfzF^097@)ma!r0cnVBhaKQX>>FA``c`3}{RjA+Ng
zg<0pZ>Url~>t5<?r=6<o>9=g9ruV4tQ85mMoJ%)9{Ru|eZo$4-CC6VA0UPGe{R#O7
zojsos39$ZB95|rb15gDk+(yS9-U?ny@|!c!z8nYbN4nW`8_u3Hzif+h$tVm^wn!ws
z`V}}T-t^>QYpTS<8ImUh?NtZ9>%WCP<9tuyE5Q2xJsRLs@_=R@ipY78KrU!q3fjFT
z_-V=y2|C>#)`#V6gv`3Z;SphgD@LVCIm>=5l-FvO8LuUA&?;XFlqmz<3K?S(Xl8d#
zPzJxN*DGUUHM(eNMB%qFsHly&%IS1E&Bbd@?=-4PE-(D6|Cds%>PS$~8qugO{f$@C
zK_fJX_lW_Vp8yz<zP;jq+#fS5C~%|h?t7JsAz-2SsQ=5lY}WQiv5|{ZZ{$k~x6N2u
z%|(7p8gsDWAIGMt@?g^<+bRy}uF4l3``otMV*&f+QumbNiL4fTVuH<b@9bu?7N<A0
zsQ6rA-=o#4K!kvsQ+(ouc8x9IOOX{4dMr7w-|)0s6b2=i$GmS52q59Jj<pvYoBdB1
ztCUirn#&(FG;YuU8P64v0QUCD{iyR=xxz<b(W^3T@G;qa!XOp61hW~nxV-s;I7EEU
zHXD4mUg430#k?Mdwa6sgujY?<>{2FkyT4v)bF-T%wFaC$VXU{Eece=23%hV(k>J$_
zmJ5VliuvQ292Ge4P+{)vh^CiZ@S2WfJmfMm_RT9hiZo>lYvul${Gw5zvCskrf?vUV
zV7dkn_hNnDl`>0lW)qSjT2<$w)X8t}nIU_TCS1c9@U*GDTa$BVqU+pQfK6wXsY*@N
z(o*|z-IHQarMQMfWp`uwBF*BviV4RS-Nxp|<|dz}Ap?lf(i&cNMpfd(mhQOjZ1KwI
z>gXED8jW+3lyah3;=;E=B1CkFqEc-8RQ}L7RCzwyf$#i7#O_0MR#{w2`VP+gK18s%
zupyMa4)>A2Hlp=W%Q9!)XB%f?XIgi!cOm#gy6B3H^y;eXS$`R38knvyT07U@Lyw^!
zeO-LXeS>`UeG(bQ_C{V5J~3)mDl6EqAbScX><TJ5Ak~1aC-J&yj9<Q-708#SEF2v>
z^BDv=ME=He5x1CZ?%|$HHutYWbZlGHN1G~|S0gPsTU2*gY7$v>I?Kh}Fw<r((VKBP
zrfyArI+FSH#~?tO;?J&ss-gaxzKD`?gSaL$D^psn!4;!-%kAi&-@)P956H?5u?SXs
z$jVB|vua9Zi^$4Jcfe$AUnM50nRG!W_drW<@n|y6y4<?0FNPA+yvfuCr_og5ek(^!
z3iTkJ%`ogFbwfab<!aF;BgLdNTaU12(lob2_?^Ls0fhTkNNf}F)Vn42?Othz|3=wc
zz*Z6iXqug*!_;ABW@ct)>M%3sg|WlT%*@Q3bm)bdIUQzZ+|0~Lqm$-tcS|a}WJ|7+
zZB@B!|KFe4hTV?ccG`a0aoQ%VtKZ(^9NgC9u;{$#pyuY2qC(>%ToaSX{4Vvm@qoW<
zo1UJ|Pv!#`x5Qv;^6IN`ze#e!qLW)%tq`dYt)QFCjV7s^ijs{U$4%Lsc~4y$Qlc&g
z@5=7X?hwLh&0Wb;$xXvE&TTuTJXIj?#Or3lsS^_#<He;JqY^U^BND^s<T6*kR6jZU
zS7}*k80ox@s|sO!Q^u*6Wrjv=>_HEf*b`Dd!RNW7%Rr_()t%u{Z@-%{cPeQ;*rs7%
zgmV^Gv9f$`(Q*!02}y?MM@95yEw;t5t*z3jv&pSswxdrlZ#S=2uAgb5@i@A9<FDYa
zbN0pGUwSg^<Wq4FrtrX9JJy?fA3NcFH9ex6$$vY()m?j{@+DGKw9j(%1&URP6bdbk
zzIy{DU<grSgvD+E|IR2z{Eh^;L9S)QgJletoEpIR9TV*yxa=OOwi3m{8BBNVpOY4>
zCn-!Szeh{Ii#xRkicbQQ>Igl$60zkTv)UFxBPm3{D+EDaNbp)9VDu{*MDnj7oG>kf
zF;vfxBHVyO8zX2TBl5N(oVYQfx)E(ps>&-Q?-0v*p}UqK3=_2SKXG)rBC)2llpO|>
zL=2BaXnZZ{aSN{Myq{W9{7JF5Dj-^7l{X0KO(9Ej+|or4P5$h2<ZH6p7Bsen7xyd|
zdHUBpHM6K0(ma+J7bSd6sW1r)7lj|HVee&(FC=(w<xptFV9s$7N{$)gy>mp|vJ%IX
zc!fV;2H9;&kyR67=Ao&@ibrM9xur_4AwLKCHYlQ<8xo@B=drkDq?}`>=D|B8g`Dg#
zO-f~wWK&OIif7c$OBKrCl8c?(|Aab6$6hP(1BYLJ=I*O_XG~vf%I^Zaa~Q70wrD71
zn3rx$d-|!olWT8WdipqC(6`MXd0t`?s@*x0=Q*>lZuxqq5ub?!c8AY*Dc+O%2C?3w
zzQ(6tz<c*K-ZQqZwLhb`9m&6@{H}A)4{1Lm8&^pPB`E`fe^p%XYVu|tUF+lw-*M$&
zTnp<BMtVRq9GG@xX+YT<BJ&gXQW8?+)>4wbiyHo8hzKhvNTZ|&70sh0l8#U=Xkvto
zoC%_@>L(8nWz;RjaZa?GwRK9vjtnV?x1h}kD=A2~pw|jZA(m}It`@_YRrjV_3xC|j
zQ9)5rQEBY8tT}t8k0JZ9(+KEn<T*#89MUS{jp*blN+K?9`zZr;d5J8Hys=qLXLo=W
zx_hZb*ai^_W%ttU<C;7D+3Z#6#<I<(Hpz3h<;_SiNpZL8%`{5B^SPYP8)<%rn=^jr
z&d;zD+!cm#hy0oBmpEwxSQQQ#V_a1Z8CP#;ZXH-)Zaz?Nm$OUd*_VGw-5_%t=X0vv
zpm-VwyUpVzMI0x&E#oDR9Y?t()d^X@MI9WQzm4LhnI65n4d|l$N=e-}^$-J&Ro-Ij
z1Y0}c+4Z5dQPqy)+?I5a*^l$w)^t%^jYBfafA_t8;}=o><Y`$vmE{GN2RX3$8CK?K
zxiCwkj104qc1uHHxirg@gIlLcA-y>4s*tjLYGL@hs0h^owWJ7FC5IsFa`E!nDJ)}M
z1iV`EvT*uDdDp|V)7ukgHjzoy#swROT4;`HS?hUV6WfKX*StSCi5IPAdQ3^;Nfknc
z$Y~w-Zk3ZPo(9E&l#6t>y7_`;YVvd?Y)iVWo%V{Ni_(YffQ^hxxZhE67hJ=dI}!u3
zXh9oM!XV9!Ru|gUpx2F%H|om}#f_#n(rCe-dE~r85>HAcqI~haqzqwH(MbN1K|<N!
z@*5i2Kz(B^C8&8rPo>|eeQ;?=y?ypfC}u#~G_+p8X~wZ=ye=x*(6yHmF2F#3BDkFi
z@o>mHZ962BzNFH_R4<c5wrZ8JlHvCcSR*3ZD6u+9^nu;qpfW~OwABe}KSFmDqy8FV
zh7T~o6f!|b>`3B@{V8;WgBHG(Oduwf3rSOsBg<7*{#9JCaF14;UrR+-TzH@4&pgL*
zPiI;%krdpZ%>D{#T6#qVc~GR2lzDrtJ0|l&DS(z2pc)3Ff`l8n*JZlpL@hnkg|;P4
zEl<{^wq<1>-I^k;Ohqkc+U2t4NiB0w#;cYWp&A}=0$Cv|;OXa%)8*&s=ZVuTryA^A
zP@y`xer|iy;<;YNy_lC<PW~a>T*khb-=P|Nssd&u8C}K{tcYSIJ?Y*K5G%VAlPQf-
zU&vT%lWYuJQ|7T!z$+thDVSOa?oj49mFFv?c(`@-^i#4w74a!2cqj#7jf0pqz!nyv
z>OWwS8K6wixR%x%s`P-bE&hipHj64kVnG^RFv}VOoa4k+K(Qc}D;VvHS-vCa>T7Af
zu<=^&b8X6g#@{}I#5Lzxr*EmeFzZ~$Zz;Vn^;+j=?;~F$eH-g(u|L;-iz%5=%@Cir
zgqSSSWX(LB(aDgwvjq9C*K3_Z@0|TT4_&coQ<nOSw3b+<C46<U3nw(i9%@#^yaV^t
z-*iq`bAWVKAixoSY8brj7sfv$9pN*sFcn9uyOh=&S4Wi%<klfPM~#hnG8Zact<+gl
z7cN~rjTtl-GQ29kndFDqj)+ewjm1T07hRFBD(khL76O5$k0GC%znd83oUjT`*f~a!
zEB>x=cs8Lc`L7tdGRsRY&bqn^%ggZ2BAb#NOGF*vb`_Z?haJHPi-sM=2+P$IB6lOa
z><SYqcN4rE3==Xa_Q<lt{6LCl)ZFy9YYLmen=J|@(3ZdIoRqr;C^jJ?haiK0eK7;4
zZ@|fSWTH539Dd6pC(30}T55-fKEvqm;dn=erzPzc+S-UHceTpd%%c*>LaWRr1#s-f
zQ`wG%&6QM9g}!yM){Q4|pvj7<OsXE`Y(#ni2-eqH{<XeO#WY`CK)%gEyw7v?k@oSr
zgM2G8WHI^}#Z=M323eVOCw_q$c7`$bbw#?};ctz<xeE~N1bT-d-XZai4L{dM*A3W^
z3VbuiqGIo$`A1979dJwwZKLoECDxQ&S#u9ryi=wfK`ES&dv}-r<4c0$JH_x!HvES7
z9wYpm{XXT3(ObDad3E`8?e*IIzU52MTf04db%l5h`5O4%_xa1OjNl*Q9m&T(-z0*I
z;b)Tf_)p5Os1GPF!`u%OfprG<)%Amm$H!eHz|deu<zYs<on2byVM=?n#0@6?Fp4{}
z!aqyiK=T{ioMBjZrHdfhFDe?s#0l{9AE1t345PYWj$bu0m*`;w67ql3zqCJ};QYs@
z5V1C?iu~b;Bj?x5!dz0q{>&HP6@|iGV*v!&&8Y&SW=6QKf@Wsm*uiuDQd@vd7dr%W
zlE4T;Wg!d6$3|zPpM^R5H($#d?8Kbq<1Pf26IWyB8HvGB{`*%ZXefEIg$rVtk4zgB
zNgUAnlU~Sjh0Yor*|26L?1gY-^ooeI?FDU+858{&p*s8F5%#vC49g#MDm1ry*1y<}
z92>jCaUdJ)s7;9`+^0>bIdI|^99tfF5SLudpNAD8vNoO{!rz`CYEwnA+2=Jp%ia!`
z7E}}!S)+Y+6X%M!V{OU7JbjPB;fxrMZIuIV1^#KJ5kBFrUI~*AiVMx*PTQZHEBjV~
zS#NXUzv@SZJ{zBvYt-xg8*9{{DV8K#$37fZR@p~i8sjL5jk3_EJ89W51w2<lf31Lf
z<Z-k9Q7m1zFhBIDLvn53+=y-NrvBRPwE9!fQFGlcVDBarq$cXSl-uedtVsB&3h%dj
z+8|0s?N`zXhl24=Ri=hgy_8!|9&My9$8ze7Eyv>$RX)VZuXq+vJ!erUm6^smYgtfl
zxma#n5Qyz8?!SE14Gx-Z`E=oPwE>vwe%kPw<~!;%s-8K}xK&!#jL4T>X#%0R;_C?W
z!I=mlGWMa{FpA{-;k_J_J~&Pw@+321glprCt-y8I3-hLfNZOl=uy^0`Hz)Q_9|ITz
zd7Vv5lI>4y{_v=`nTaso+*-l+IS<&cP)urRv0!%ucUy*;eF{O7dH)JugswX-=4m-E
zmv2{OYas4`eV4&Gvpn_{W-ex{;|UfNEbG|M6n%)Fz36W(VD4Y2Id^|q$vfJGId)ur
z?q3)suF$Ga9oCzkdpyFtL9c@?d`dhL#fp<F>;OEVzwn)oJ$!}s!+4QWPMiYnLBi>h
zD-YC7L336GX+x7B4(jGgoCy=zIY(}erkJudI;}dFoP7*Maq59k##u_{O^L!JbzX~Y
zJ`3~wRiil9F|B3EQ@g&mOm-x>eJu=sx<4Ucul_+W{lw&lj)i?L{4;4Nvx2w^yE2qp
z?{og+@`vHhJImiAB-u|5mW)Qf#`P+AN-``-kv%ML{#tPAXC$-w^)aZc0fmV>FKDL6
z6o-i6!Qb)G6#B9#^GNfEk+FX~QR>$K-=;R6RnM8|Iq$#qR3sg#Z^kIeRHz`7t-+U=
zk8oip;zBm84u=C<>U7sai3__d{8oFWd$vEzjl)C$?{kjGjglN!_&&AX6S1AcNH?so
zb)M?}Z?a+F7Esf9AGcimGCeU9>>&i~Y_?p=t@Po&B^p2X9Ffy<F7o%<AP;9{s{SlB
z=&qc&txCIVkYAvcieWGqLBY0Zn9ln+f-s#Bt6LL0EUU0a=B5%*A61<C_vD!7j+)yl
z-RiDQDu8}#X5g$l5jdu7jVR<w){T<eVpMK?UZ~~w#mOyUrVH(_yMGcmHK>06lrv=!
zW2QlhbZm9fv}GWcUbqqGPo8Sv^DdV($65JlRZ7oYk(Ixk#OyJfMiPrd&3RTmWFaV!
zMzT&6;M8=pSp!+6M|vX=#>yYOnY`Flb7sq)D!0!u=-v`h3&GAeHuq2H>U)%lE%VR*
z@6);?O1Chcb7;oCUHyC;HG*66?e;8XF^t<LyIG;~R{!O{rFFs59W;c&jqQ<9XC2y7
zcBFm7tx^1I$a`2%9HnO{zbxHD{0`GhhF%j6^}z-tBPJtkiLFMZ=r+0esNQ+WmbEs6
zEHnD7RP@1Oo-wSR09PWtEMd{rAWn67dp&U`8$5YI+ML4ckIpc}@D+S;CTFgx6TQK4
z^ufr;Fl-K@Ug0N4SN+2AET!-Zm)~0<-s|#+>46!Rpibi7+-jG-o_E-#OU!Os%<TH%
zb(nqi*KVgZJwbS2V%XWZCF@6$?>K*I=y8&_o?Sd1{#6&u^g;mDi$^=xs)BqD>kSVI
zFc#-cRNV}iHhU6VS{yTn52z%OfFn4RmXepo&0r+;y(To*IscmmGOL8pDHjjQZu;6(
zkXKO(?vh?InHF!l)NI9A@x~a?0i&+uho=j#Wo6|jhscWYm0ChkaB{L}BF~n4+sLez
zTXIT(YGswCmhvieMY{l6;X7VnuH7WtNDZds*f}fwK(>fp!3|r%-)$jhJAy$g>K6@G
z(4FC?<g8B4CXV=n>qk;fS+$KxIQRsydjUghe4;U7)tpL`aBfZ&S_b(s@uEhzA_LXK
z8;q`<8zGH~`4+fVwEUVgAN_zbQ7v1P-QB6HHD>cv7J{t?4vV%3PrrNxwAmo-0=l}!
zi;EH-<1l8Dza#9!;KOoaPj$gvpPrwOez{DLx0FkTCVcRzT6gopw#F&@_P43ApmvTH
zDjb^OG2S6Hd2}#Q$;+WCaiUhyi>$muc!h-JeDm5&0wFsoS&_;rx0{M|L@8Dr@la_9
z^?QbP?&%!pV(<WVsA8GT=B!C<#)f`E^6D`zs^%ncrOl4m%s}5rsdl1()+Lde{!CZi
zOsi-z2<P||6fNbMO_p@sn{KRRCcvibABKTNF~cDH!imzB!AQFG?c`%e!s)_-B9GyE
zv$p=zk*XWOrhLkkS!$lk6A$hdUu$|~W;lxJqyKV9ydMZ!$xlTCkV_LNtah$=Hh3u;
zj5YJ$sQ(RUUEf%|FhpF;E3l`3kT|7YY|9v7VJFGE%cHWqh$o$3A<Oh4?Vb$8-gv_N
zfvOa6DS7rW%oPfJvjVuV-+zT+i0uy@XgOLI>puhsY+7sU%+{jEn?H?pP@y9k^tq%*
zBxjWO?Tt}?kc0V=HA~(tf}8II^@;Osong@9hbeB5Rn_dYsCDyYqWMLwrph*J+Vv`8
zIA}-qEf8;FWg&S$7HnRAt&-cg-CLrvuT7{g9j%*fs>}gcUYGA)7vD57P>}01N^W)|
z#uO<#a;u=2s8Ols777#@Rq@!_mn|w(VA;SZJw<4I`f@fAap=}{J!fNnkSmQl{aei{
z;jpsNwk!;_rK!E=;0a%_Mf)WGp=9sindgXV@@bYlV(i#H%9d^>#zvz$;Xs+uHZbSL
z<`u@St!&9u^%}rP5_xp|k4fv-AyN(tvtkBY9OQ|$&~I_l9DG~o9FqQZ+*$dnC0D^+
zRx-MvI)xO*Tb6-{*8c5fw<<8Kkp|ZIHPj#I`>pTBS=n`~16`Ymq7l4Alxy?~jMA<v
zNhmtUN~N{rrkqztZimy3zKH^zEV(5CuC6<5zFA&zUW(LuaO|#S1<eD6GbGBUG@AVO
z6diYqDV=wFx9fPL2(Xg4lze=v?|N%9&d0M$F;gHUc!dTMsP~iTl#c;5T>H^>?oAJd
ztAFD6*}YyKF#vsLR7MS4o5lX@;R5xePH2mHs%xPtkxnt#D*~$~Bc~pLNT>rRd@tyD
zLB62wfSc-lE?{lm7xLIQx|*_?a+Q*ypey{AO1fK9B2z<YY<3u_k>JcLn){q!2K^xG
zh9OEL<Q73%&?AJJkf#1%#<4M`K1Z0qBTuHUwjrNjMlFsY*slG7Pa-*wL&%rlUTTKp
zf~Q>W1@Y`#%Aw{6zT<P5?q#2sq6K@bZ0Vs93?qr7G(Mo36dJ^8WRo;j5uina*j-Kj
zM^Uj7-BAe)ijvq_lZcgH8AF)>)tfc~hMpRuUW-c68$3mwNQ=<z^@8h&G?hf?;&!<8
zF^h}E{PBFX@rmE`k!$VY{>k*C#rsU?5x{ZQYsc(rUjXEZv5!6cVBAMFLAxaf%IEPx
zjisrK>G8}71h_&!VpV)FE}l2M#V6J)AYJ+W?Godi&hP%!U7@+hwzkbmoQ<WDa?B9>
zf@ec@wvBbZexd7vyVyi=@5YUnPF11L@9#UwdiKb5h$}8`_0iJ+rU_jtG(9Np_Ps;d
zSJH{Y90YtfJ0P2SRl6FC1`#bxH!w#gL1Dy;ciM)S#Ao8;5!x?TXP`4x`L6tacvs&i
zPbh`rab!c4qaE)Je*bN`FWvj@=MkbY*Im?RV3vhzp`Uolz{&G_#)!NXPL4UC=6oH0
z?#)2dJ|@*{dp%$2!Qg{u@zC>9PjjlY`b>7|&U`X+M`L1|sYmN0y;16}TGI~C4I%&M
zL$|kTDAbWT(bOYbf|SL9E=g=zb)6>Ddz>o{C!*&-@9(e9sH>}Yv|Oca)i1^E9qoaK
zs;p@UuQn)xb)2nq^K^a0@qeESx%)`&;Frb%1SdX9xoUic_LcVK)1q@PZowPDdKAa}
zi=`Q4N4gAZ6@i_B&+4QPTjf`k_g*7V6phLS{FR^RQq7U`xo>4|1ybx+E;Jo(OI~B|
zLsQE)Lz3bx7708>8>^YULi2wRuSnHx<8#R*##H_4XyxdOYeC;kPOga5z%?z$HDgRJ
z`_pvtiW;|?tCHDh>M726I?YhB<(6c~HJmPYZ6#}DWdRq{qnul7JK54?Uz-{iUw)D{
zay3bn7JhLPTI0T#vpn%NPo5&fl5_fyz5eqsp6;+P)Ln}wkq0YDBm8L=5TmQ3LQdpT
z=6RM96DTL*Uqj`@7;eLLKry{;jbroferKL^TkcT?=juUqZ_xX<5h)K}=d|e|AF71-
zUSRR7;jzkr;d?h>lr58`en8bBMD#Shz^}r5)@zN<!chT^k>ruN5dp*}l{e2EKf6Hz
zFW?6=JzJ}VckE^PR<y+zHUS&ZGHQXdl!*|VAa(MNZ&Kl@gR@JC9{%dlsLUV7ec8Y3
z!TVRJEuZy;oGDo%J|&i4po#L?{^|XLleJa1&SXz3$H4;A<IOi$B-*KbExha5JxL-_
z%&9BV+<KoG!~T<a+sy-Ylhv;zWz4JG-$@5k<MaXl6whRWGSxmu{7T`1-`Vf)mm+o3
z_6FtMM(4V&j^A*XnZSJ3F+-9RJ%(*#r)<2e8z6Nhx70J9!TKPj<mv>o=&}6s<WbMx
zgWzMSBTIlTV%YN${Omj>fO&Ti-IDQPunwkOpdF!{z0C3R_vv9xt46!M+Di6ljZ;1j
znBA1~TkH%z{Z^Zs>E#QTIc!fjyp=9r{7?;>UZu18*!&d>Kh1iZ+kKx_dToaTL2HM1
zckC;rj2*75&vm`5>*tsK8_d)BehKeJNSfbYJL1O_MpwzSN{NoOfVaI<cyH28bwHI5
z-KxkXBik+W2VhR+dh~!97Eijp7bDHu)V(6-k-C#EYTfjcyN64}&hbG?CEI|fWO-HY
zSwWGZ3_+{3j6bqy!%zIRz7$sb!GOV~L3L0M9+1y%Vux>-tAoYswea?c+N*^f*NME>
zwEab48~p*8fZ2WZnVa%kv18X59XJGQ=bV*^_%QNVJWt*&VnDppG4~wX`_u#akXO!B
za;|E5l6kHwd_2yLc2RI-IK8<&cC9Q(<=eMUQ%K^lO#4oBb?jSd=5)>BGp5QgEl`CE
zUmDYBCS;Heb>#RGeExlk)sRj8sLf0boo5qv(Mu`4<K^1SCECpHxifL->8Y?z%&|5N
zK6NMk$ijcsJ#1&PAEP|KM|Xxbxh(Z)_(<KU<}E+EPFdQ?z)<!B)(-!Aqb}D}AI0r?
z2_GQ>vQ3%cCTr~(y^7ECLr&#wruUr1_nL2<HPIYz|74iaFp*CH3~)AQ9pPTJ5?ROX
zVcpr18YA*iIb9F@0pj!K!s`C;<KCYafL&#XYj;cIK;<HJcPoqG@(WHCUW4=roeDHM
zd{61=o5?+bQ!TUi>#2FkFok_NA0O*_cM%LfDq^53yn6@5n%13t@r$3R6hchR$1CvJ
zKbR{#oRHj&0J|e%&lQV0J>6{pitpA(O5{7c`~eQZH3P))K~CLXLV!jXh~Y!nh~d3^
zx-|k}{8(5RC&l$Yd$lf7R~83BqT2_QQ^(yW;n$YhF7`b=2y0!jayo*TOqqd;6FkLi
z7a;r5`Y5S99a;w}pG-8mKFXlx;t!!MY)8eRW3o0bR;n1K)Bkw4fbw3d3Z2^rsd<-}
z`CJ_JBKXAo_~Xx-|NKnAxXh#9hTWy{;r9T)2~@5w66i}5<(Y#Y;kV?1Y2Ly1?W&FW
z8{Rg14~0A?77C1`Wvz8d4yx-+LEbFY$P4Ew8ozLgiXK+A8r#f2uCOt(8O&KupxC09
zEKa(#CNH=yGv#}QGZ%Rid+k_j4WK+sONuhS2x5GPh4s(ypW4yCICguMb+*|IB6%jj
zT&uYjYb+|*ZnF287NCYlCgY>`Iz+7vQ(?6_5@+%J+o$ZWX+kSy%KZa+sB<L#LGJ0`
ziP6R3%JC^i*Dn3W6BxNE;F*6hOXS5|f-yDZ<NZ-{2Pvs-ayD4~uAf8ZGjYe<zxWeG
zge$Pd&c1uItGs+tk!D_HyTJF%fa6Fhc9OedGjFYG_p;i_WgR%U*-}^-vbN{VgTqDn
ztz88<Y|Ilk-pHiV2wj&m3s~S@-wcd(`n;}?8i{mZz#Z^~;MQiV6KC6=<#THNAojw#
zb9;--s!5a!cx5EoydJN(cYbfi-foZPajd14=7a7u5k8ez*cd2FhZz6Oq7w4@QKWox
z*}y>ROPf5SaPuZzoKBkg@yWdCmHL&I+AVzEjE5cAv94YAZ29uj^;+TCLNd9(lOv#G
zod<#2QGC3v4{L-rq4P9a!Wa2=m{&Q<u!eT8>hn-ev=ofF?}{$<jQg{mS>W617^;pY
zP66xY+o;NW$H5mlw4K^(C|}>SmDBJm-0@gL6E*a+faG{~t}W%>qP*7&_qEdx-m~d`
zliu<8$_e!&WH{gNS!1S<jK?in#BaIqSP3`ubGHqDzaw5z3a=UNh4!X`;+CBBA+@-q
zQDLT}1f`m(78<yMRmUSJA3)WlaD;Pz<k~O6yA8)7j5O`F<Ff+3tQ3e>)C+&%v;sLT
zB*wU;{B^`F1pSWu>}^M^n0vSude<AczfIH%mGjR7`a8iFqo(w3JE+m41bu;<tF%6i
z?E*aw{WwP(#D4yA>V4e8@5fchm539p0nb(MFn~a@Q|BjM9$nexTf8M_d<*!ezSD&}
zeeh8rHrJEzFN`9zDAv|E<D8Vc#AxN*&sf@5g0llq9W|HWe=b+6M_GUH@I-|MD}tXT
zi_yeb{$T#Z5)&09QqMszRmK*jjBl-`D;A~sM^rsVL!4fg*IXc%gibK4CHuov5S6$L
ziW02~9M{If<VpK22hgsQ7L@)t_1<{NWiGI!=f(F~tPH3=GxRfSHCv!Q*gv}M&DF4d
zg3O6x(JiuP6u0_^brsC9YCpO?`H_E%ZERI8M>i4bTD!y;s`EVXwlIC6Y?mU*glieV
zfj8BUZ<gz<@>$@b@pQ)?f5sujQ*BtYEcXxu$UsO=4VbzYz8fj5EcSXvXS=X#ySr!!
z;q79>9lcX1Z%ibkfGXCWa%yMV7<tm+8qczgg-{@efJmj7l3eb^G2!5~^QFyf3c6aj
z@hz7v_`F~K{zuf}IkVpD##@#iQ*}D0TLJvSoc19O-r5U$gz3(n(&|kuebqjYjp0G-
zhs=$mnJsNynogsEz!)*RYv;wq1@bo*n@=q>Gj?gdzMkz*AGY2`rfpLp&R}EVCIo((
z-Wp601uA^I+2F_=;4m>f*b}CtN_l;OXqzLfx@lHoG@nJJ<(4e}MyOo}qtK!En>b`+
zij}_0467`83Y%^OLlF9q%@s(XxQ^xsdm-k$rPSPS^Js~3E{NGex0!pByIH*kYiGfY
z-ALf1C`*<W;BZ8EQ$J*FcKPT0W+zW@u1?B_r(Y-ziMMZ%=rp?(g+Gg|FPsJCNOy1f
zKofUwsNOrfy?W8*1>%wPB$4a|w!7?GXiK@hRO;F7>F)6XRhRg*Tx8VlOLl9O*L?=y
zO)XtY@e+!K;t<cXcj0XwX5uMr_il;u=w5SlO36xl*!WcS;)*uBeA$BI&)Q9-81pvC
zd`^Ep&k>H82J&)iGrNX8hEY+Gd-l*I*e)z*5txq}cfIa6)Ne84nb-5i=&y@tI!R8{
z;v^z{>HU&A=-5}(4t^)QP4bdlTA%d1Gsa38>z(n@qn+<I)DrLF-4w_sY?jc<1CV^y
zJYGU7boUaKZBqq+IT8GJk|oceO4`na>w94aR}GpTcTmKZxyPLO6|g#yNr%RTG2)<@
zL3D<8Dg)mqGlHsUcsTZ-33xhJuEYUD=bdRjScuXC*!R_jIk#UBzhnXCw3F#OQ_tZ`
z{SZp@D5zYq_0z@^9<e@K0H;Rc7B8FO75bZ(Iqu;%iL=kzr{mXEh?$k{_ui?^xXbiE
zsS|4Q$fL_m=y<h_Yw+ErQc~AkzJ7wz{RDlQBMQT>siKV#-col<(Oa9!yNe^BKzm6L
zZPT|tGfytD`>OgfgYAU6)bAlI;p0<L9Os?MBlIfd7Y<g8a0*LlWfs<hNoAOt#xk1H
z<+yc&GDJMA@Tc2iSI*t{%*3D_>moDpuGa!Q>~!6-V+`nl%zijp##I0a^D0fFi;#ln
z?4d&_OuKg9%T(+PgD^qeukO}>p&g_gx4ii%)P1AiCy_Vo-$PGs1>79mL+yAH{J8nr
z_j(>rE)kSZzNYH=GW;%BTLuW62po$xLalW7U7hjQ;P<r@u`Wzx%zxMEJ;nqksCz7F
zi%v&Ki-6KN=ghN7ql%wjV?KTvj%u!r<ps4K>e3s0H<PuASM5yu8mSm;3Wwt!Ti^7t
z$2Ep-E6(5bA7M;BF3~$qnx$PMS!4qrw#*wm!U|rZW*PHwnJSFg2Vg$Azxx2n5wa}%
zf?EvYzGpxIs}Pn$#^1m%yRJ^PN5<AA0x5o5`q;qMZqU;U`SN?aL@9&(<(w}<E(v_l
zU_C!7DY!)ME9a>Xa$|0PVxTjK*e$jDC=N9rvi^v2Z6PhFX_WT<!MK)v*8RQs_r@0M
z@>_8xUxty!tHzw%b7E-V=O4#`u6S1x<JZRC;WTgHw+Ed}%~u#NUQ?WKZ*tZ}E{)pf
z+1zlih#nk$VT=Gp@Wuu4bsFd!9#et^qC{@E4|ooFy(~X$9JHAOWI(R;_neb^t$-f}
zE=F$Y;nU62%79`11axlDe0-&fhoGL>2lC~S+50i<(uny*i*HVqF<DB@cJk@+KI;RA
z(LK>&l32YeL@Ys74~k<00ZU2cvT)N^MroGx9!%~h<$KKs&)FX2BXQeb08I6R_j-Co
z^<$n}auf%+tM<yqrSwoHDrN28WtfTHgMQ<)@T=O?GiQBo&rD$Bk{RB32ab#Gl~J@>
zdacW5wf;HhqzNQvdL^v+098epW;OKC<K8~4SNAOh=L5HQDW<?PEaqOc8^20gS<)MF
z@*~{?j<?v=E4_n4P-lY1y66562ccVpBNddst8V#;6Vkn|`g;ShTbLWA^mo-Y(h3{8
z9yU0AtbcO-vD{;@23WoTl?K^MMR#g9nH;zLZw@u=-`_K+7E?LFx%v?bZf2YG&r1-W
z`o+BSn->>zN>|~IrEKc!*n2;t7q5XpuiOz@XQmze=cR}+91f7>HvXo{y`<+N=TMQB
zoi`Mu;f|pLX1C@2O1~8!JvKf?cDM258_!b5?O>mf0E)kR25is#ZKS6p+=TXIzVuAc
zmUss}OI6#rSQhePu~RYIbgdkw*LP|5ZeiY50a$ck-2yYqeC0lsXQuSRHQ>`fUNc|0
zhc~Tta1n%%(;sl2OZb%7+`-<Vt3cUy1e5L_K2(sFa}o}#Xo7z?6$Zp~`RU_NV$teD
z5RCI)x>vj9sO~7>{3W{2tjz;j_$*`J6PZ&PRUaJd8jhJ(aA=BWLKc^wOt;JI!vRX2
znGweuO9C5x!qe#j<L0}MbaQ`0HPtx(9NM7*M0f20(Z;`xi9c_ld|SmJ*iWbf-`Q@X
zmizIq2~z!MvB)WE>-010=Xki7&_YLj7sBwIsP2-V6lQN;Cts#LwQWB~KPyc`RwZK6
zh29Shd#z1F{7T@=E)DFvbu4=fWqGi0b*KYBuKwsf-^o5+O?L%)XHs{|(M)wopl3?#
zC-10xEYdcgO{yFxnG3)!t@VP_{PVpy*7lTUQ5nnf$vS}ZmUH36Ql(g=0IN_SH_~nR
zcRvzz8sE)61Ly!0$~@}9n1@;y)~}GXNI`g)4j=AaBte%N!}Xb^dsbW+mBF*jMr@R@
zN5}h=Kv|v1wlxC(K3Y21bwiqeJ#T3{O+C1po^D;3Uq&4ln>(4O8)*RD5cHw4w)%fx
zZe=lW9X|jbUz)#gysgW1k7MJ>K7SeME^EArJvy0-5qumjsc+uDk*6Ozmkj~4xLPXL
zm~G58LOG0Ux9cBO4^bPIkscSDdw02({5t8Dn*&~4Guw4*Vr?%DRo52fzm9b*Hy=J1
zOR7#%ktm)k2$(-zyr1OW-@$;rMB@P%9#0x|A#UprIp^3{6dAQeU}--x0+t5fK}=)>
ztCN-T=tjUR`($=(F*-|OqHk2d+jltQP_P3J{{RJ}wsK$2oq(b|^RWN+Gw%g-D&yH$
z8H!&7!3fPSVgc%p_@lnAAZ6EwV^H3OspF>UE0laXU7|Np)dWB8RNixWE1UNO8iMM_
zWwUJ_DrYUtRn1)`(YWd%n~(3az8dro>y-#JaQ%AM**V!YRHX5~2yy@2*4H?4{oE?1
zKa*jPG5#xf<N0LXWwg3^Uc-eAOXBnk4K+)eDBP<J6!d2}r{Q7(xgtujQn_-lIJBi&
zx}ZNRTRBv?lS7egFH5KENxXn^dA!zS4S%l(po_ykX8V0hR?J3VL{9|Ht@Q=$(Ge*6
zn8FtEq1Plrn_Ca>=*RCxw}+P1%yCWUDHT;c#hLVKmtV_e1$V<yD4*pbbI()0g&FDN
zi}a$@2B}&H*=D<^F?R7>Q^n}{i{QYJf#mYY4bqf?X7P{`WoMlI^J3uXwds>tE%Nu(
z4=-K&La<k|!3JMfylnx2v1uHQV@{*BVqocg#|_0Pi?0yFzx8Dk)!lB7^wa9(>nnz)
zQAvX<{6W5RXe;q;iYUDfBiTF`3$I#7e9vXeaxUnO<>Nn0f1aEL_)N2c>=5D8YKd#I
z#m^>*qmD@NSoj6?l{W5Li2R}vcJ*d#^a^s*6IZeB@I8Uv3GC&7<df%~C>8cuxC7jm
z1#hyj-xr1-XJdRzs)N2)%x0Wz%ifST`(*n9qOz}~Jw6ziESoDFGUc#<ys~ZL1{>i0
z{D^*$gxI^sud8daB6Gz@1eZ$K)okLN3FBe+ZuaQzKm7QMt@R3nn^DX8cw?>(nPJ7_
z&5-3%`;e<2ubNfUdR9yn14~4wOXP_hBBj3|_q>SiP+hjAmxz#1ruUi9c6(1=E!o*C
z6Pr!ph-*9p={PQh&vRm8t8CVceG-|YKw-2ig<ylDu~69|Em~eU!54oe)A;4Jol?3{
z1&$@<V~%(S@-yk><NMI;=2f$bJ?-*;&nJk})BVtV$C-TcHY31cwV$h)kUO7Nk5f0*
zF$-KW(K3A~>^jg_S@8q)t;LO~|KwtmnCWZ-`$Xce+I7rh3wQ@gQ#Uf#Q@ARcFS$ya
zne5`)8gbOAZx3?<(;8RwDnqA4w(MQQFijF45XdH1?{!C}Eg6XI(uIbAaISb>oj)A+
z5kq%rKNx|X8O$EEBUfm3Z%nO~SEkENjXRXlvoQ@%_djud#-4Q6A9h-%d!|jLZ3D4x
z_$sDX1d~f(&vGR20U(bBF&>?Plz50P#QfufUap#cIiM>d>wVrI0R=|h;}fAXPaG?g
z`Rw99I-cgxCx$(IxGva+jdBD~%)w)G$s;ha&Wso5OaQQxELN)|D=c?Wg{X^u;ZN7N
zbA^)g9?x-sH#!0QMmDZ!mgu(}aqI)zvzSlJD_I}{t|Torec8?Zw0WWRwKe&hXx(Xc
z97pv8M1Cq?Nj^zTIj)(ZC%#>cG|l*H#<E4ZyLyj=Kmd-7?%@&aRJ3)vwIiZ;Y=dH}
z<nm}}&zDtIp3*fN+*fB)B<j$!L>b4mUR7WBWre#!#y$Sv2H&pErX60XeAT=-f<7ST
z6Zf(Movl)1w9qXeyiLTWxRx+w)0jS=uWfyG*QZkucJ_(hf#b3*_N3dUS!u+#D%bGo
zq|`x!*A>uvvzR$e>?2y6Z}aSu`wDXIIv|d6vEVvqKQZr)xK<AGAz;!?W#fAH3<6mG
z)BX~r+{+#=N*pgqiu`{P?SCN$TkKQ4#-S^Q!6{Rv!jy-PI8<6oO5_}~dqOC{$Gx(B
zqBe+u?4!n0kZErwq_APvUPz8}@B3J;26^++X{%Os2d6~jKxeugt81x`n956yQ*WBl
z%Zy`>Wj9rc`0~<a#`$HZ&{?tB&&-=7Mn;sSjS;db^KeO8QwbZ!<xQfZkwwNw3LPpC
zj0F~mfmm&%h5nj@NU9F@4cH|<B6OMY1j_-LWybMiaH^(su^^E?4SHaF#XBv9SmGFP
zg*;!W!||Uad?9)xl2F3Hxg5rS><N=5l*5}!o~8X4h=^WbVO^+C@cNJay@`Ia1*Y9K
z>2?j_8Iu4XB{wt=Q{ou#VTl4TOoV(<U$|DzO$+zKH6D{E<x|$apYzx1#blUn?t2tJ
z28v2SYJm?<tWpwa#Y#U9np05T_Z!(A!TLxvIau($?z7<iQsB9mRn*o_8dmB*V&Luy
z@FRe%Rrni8$hwyX-fEGKJv&3`-A~a223jC-dB@Gv(eh>T#B19b5ix!a{I>s$4k8Jk
zR2tU94HqL}(kI4*##p&j9I=C{u~itnfS|Y>Wasn;<>6UBYXW9PyXr1Lb2w#VZy!oZ
z^dpEZL433bAaCOCakF#is~RaBNUhR#_F+V{tn2Bo5Zu&?SgIBA*?94QI&P^LdokLD
z+BMIkhp*-sSW_N91)n>|TA&D(y7JB;-SJ4SA>;Tk4PQb*W~F8C?3LLxSqJ!1;JO{I
zI}X=pKUB*T?)*GgtXM$cbo8UeJOD%W`I!~OfEj_I%1~ZrSCw`W1MZW*nj=Z6n0_r(
z+Hw=A5r%wOH7!5r4PxHS&@vU%<nt-&H##hsB8U(EMI#}^Mwbu6i*u9ZG2X|BLlQ#>
z|F<-V^54fo0iOO-^R)me@OJ2-7cN>GvF&T@1}N}$PQnr^SGYaf`_e9<T(~sxb&5My
z=xrO^f@>(&)52?cc!1GeMmGf6qf^Pl+*<VRQB9xDGZoy#&*j9bV4WCDM$FexCu%}N
zt+MJF&o`GPot04C<<uXPG<95G?kw6uGt4JnSxkS;KVyNE<6?keAXu8^++DFqnk@A~
zH{5KsUx{RuWSu-Z6sfEGp+)u(&?tyfEY@E>W@2ecO-CzVJYP~gC#5oTBgv}&v*T}h
zQwPxk%WxaaCQ384s#<=ouKQ!4$_}kN0p@jO1dI@#1xWWmv3an1yLxgKf9#V+GQNYF
zlW0xlR(7R_;R-A`!^VLEIJI8d0}PuzGs`mD>(O}-w?om!g)}q(1M1(!K4|Ni+>`r*
zEhSnxm@2}l5bQG@CuGeJSfaHbE`hm!%ngMY&Ri9g^@H_VJrion<Hmz^NcV|})`eT<
zZF7jhZT?L0|6Y@*=&1D`%K#j5$y{)}(KSz>H!kQkE-Rl+aLY_G0p?7(E*CQ(QTF?O
zdN4}I{+32G+Yqr9B;W+WWGw%cSqod16ll)BLl!BBw*u}dBruZ4&x<x|S2mf^#12M&
zP*FUR45M9ap%M}Pf>UXVvOb73bd%nkse2S@FgHjPRDU+Zbhi7WkCc)Ki$}h4smwd=
zXC@+7Qo$G`|3Vre>CX$0a!I;2;R@BFgfe7gX@t$H^#y3<$Tip*C!vdaWJvlM5ie@$
z)O!IIgd*fneD0~t?TO5<Dc)EL9)_6g6#fcvNJF0D={t0ODTTS?K64s=N0J!b&sBI^
zrS*?_<-JSgy(#6r78_M``{dZ_OAYTPZhFXL5DfSePVEEHWMefTtFD(!t8gpOELsj5
zhpmIvCi(#zDLPKPQalnkjy;K8$@-2BkNtq{f^6D}4Y%CqfcJk9T%RHYlituc12w-<
zc>TK3JlL&bc<xn=xqJyeo`Q_mv^JpZ5RrX0n4!T%K$c@YEkwAaK*JP;XWsQu=oOC@
z)3oKrYFs#`kS8UE7+VGeD~1?5hL{V|(^`Y=0p4jKoPsyPogV)A@T)BV>L47ZxQe)l
z1-lTN1pC{-^_uFO>74(Z^_<g&zy{I=ss#@{^g(ggPw=ZK<csv<PfA&+@@^r-C%BgO
z&EaEh)1X`-I9;yeEL~Oq`*vIW(>46@GU;w{&@A&L4R=u<rwFGmq<moEPHK%0e5~B=
zJ&68J5QxO4B;<7s4m7C5#)$Y%9gft9kLwFt%Jr;IkhW95lF@wSPMEd+;I&?Klr<uV
z>~!5yw2omo_nHt45U%MWh^7T;J<V}dMejyA^<$C-IDzYBbY&8I5g~T8Lh=Up#-_|v
z_PftFeAD<z<Y^@~p8in;L|SRs4(+o3iZJ&=6-B4He%-;(?x{h+7B>WQ<2V;si1G->
z6JB1o0bQ~%EQ02VRyh3p?Hu$O7wvd|^n0siwdZ$m%{SJ87VICwz4*~@?8shC-Dh~7
zG3DRhlE9M&QPD|CMliJRP1?sqXCiQX^_jGGPxW&3p|m!LjT$g%$J*?3JJ#0^Nz|;g
zEg8kz6LW87mV>mmOftG=R8}c^Y%*sPb6SlHhV0tDm7`Wor`1~H4OX<ZroRWRYH0a?
z)gpC`WmspBT6Hx%R=6e-S*w<X3(<i|6>n=ENa38w&YeV;&>ZgKmr`W7R_Q`EG$!ed
zN!0?*prm?HoIl5cXqsG~e2<D961YEErLN>4aQ6yf$h;ak4{rToFJk;Cc@!vZJFlg@
zlG`^FT|usn(S?TrMW#lKjK>7O+b<p#U@Pja@O<<@$Jb`>Ygq0$@j1rG*R2XNg<45F
z$yVW=Idh9yG|f9mj%-q*hhlWr+S8!%C#G;f3QalL?3<+b8}7CmkTADMKEC(or^@V6
zsB>@FfgDSg{&bE;hnB{JX4jH7pRmAV(JH1V2GQN&Hk2L)T~3~oDYk3*g)2V^5h#s9
zUX;fg%&1wCUg|Lit!7@TE;rkyI_vE&U6ECm5eASn(vdpG?q3wms!>XK21u1rj|wF2
zC-3haA#2O<&dVTAvy#q!<>SgBU@%K%Y$azmOEPmfD>fFN?Em4$g0}@*UdI^mnZ7Eb
z&j45rNR`q@Mfx%RvOO);4ZZ&3l`|*8wfHL1Vs)C0JtCWymCu06x!kiub{~?FkAE3*
zIukM&5`^2Io+=XUP+NuoKJ^g1hH)Hys)({dQ-2xR)Bo(w#ND%TBfRKGL&~TldD1Jm
z$oN5JI&@P&yEj1fjwZEM&th5X_VjsPWr@IJM4KGQ(6WE$o@Bpt1cq4Zw6};%mqTqt
zbe^(88pj4z1PA&OAlN_{M+H>`4T{nB_kzyB1$JW{G_~b#G+%O=+RH}L*b%v!7xJ<>
z2igerPh}W?Slu0V3`vxqcIN)?!aG_Rl8ix{{%{$U)C(WAa?1X6G+f9-94TO8f{57>
zb2ns9jmo4lndl!9e?We4E6nKp4+>$f{}Y8UGc)`DTT?x4HAwgic*Q@2>xLM)nnkAA
zg6eckknso-C9j;1Wom@r@fO2wlMhC{_w=z3xUcp*r!twb$KCvcRU(+<7>&adgmff$
zx)y*)PoTTGX_Pnziujh{cw!kbhB<RZT$Ap`$@k2;t9hdFIO1={>9ZBWa%?Dbf`d^6
z2k(sMp0%HEo~d^pkVoTs(tS*Hg<<%KOW-AJVeR(;zgIBKrWtBuDQ=2gjxdp^S{nB*
z@R0``_0d!>q1!5nFLaMx7al#@!5_7qNGOrd15$#3{_~NfBL7uE`#|#d$12dC@qef$
zCdU8YdJ?yE0yq=0F#kU)YC={<b_RJuHU?D>2U7+GBP$hW+yAaWi>;t|ZR@>nQTo>y
zFFCCchD-z4P~4#0a*}gCLZ<LYV1fmnzjvRy;m4ImLL;f}*rO7+x!Kf&1eHM^k^@YV
zP>^vRF6NOSI3rTu0NCqnwp!_#Q$ntqZ8KiUv08FR>n5XSR%T&F!EU#0bVU{%r=0F&
zfxwG|sAQD7hdL$f2E3;j&8n|PN7wIP#Nz4LJ}hHDMXX82@qcP@H0#o5Zogp}G7*U7
zg-Z(eip(rG%$cQCnYf%c1w}Wdo={p8Qid^3^y-@w&)m)L-96r{FJ4Rv(b$xpp9JV-
z)FhC5UjQB8jFYr2?=6*5#X-b_)fN>bG1m~PVblqF=BsVF?_D>;!#S&Zle%wHrXk({
zaNTDq%e~ln&b%@?wwa~8>m%qNd@N(Gf_1RBj%lR_G7(RO4@x@a9N&<0bcBmXQl!}&
zfG20s$yT3>SSSv5fRvL23HiG?NyHEu@I40tgVRE=fC~YhzwUP%{3Kt{z6w+yyEgkF
zFTQ)@M}XKnVkB0+26oWDuiYJ!oD#pEm_J@E4io>UMrZo(Mi;TSb2hbe1`skae<vz4
zh&b6h2-~}BGtz(ejPH}3iTOL^;Q9`A8RSe&z6E9fU%85gPTwUFGBf^1@yZO!rT}{v
zCu36pFE4}m_g%gtRaHhpW@fhk%vM!p`o8`T^no(}_raiS?`-I7O328d;_T#N?EGJa
z0SH+bR1J*)3@ZQC<rEFgP5JrZP3=tngO~81kNm#{C$O_IG5>cbl?*@E(6nEdMD~5E
zJx=|xOI+f?%0P%oh=LQTDcg`3{>LZmNhsek)1Q`#J$s<nx1zH0mDqB0)BqB8B9gM9
zmb>Tm^el0EFcO2JR{z6^TKSvMERfrSERh>iL7UQCmOxy?Of*g{Z$drCTa&1|;VSWk
zlv$XYDnT)B3R;<xDj}8icccMr`2H$VlEob<+|!J!YQmtCdur(R@c6?B>%eHXx^PdG
zcFp!@?{4n16D$K0?^U5Rt*a6QSa12ZcGf-8k@LkLg&Qx`%5=tekfVDf-0i<Hvwo>x
z+}zsu-5&@VxSe+uF)G8C!C@%`i#_JGMA8%t_Mx9niwNX@xFE0TvZyPX!Xsr#Pu<`B
z=jjP>1bH4X*DXUMaUn~V`MJyF7q<2|&N_5CSfcDIc78{po)^GlmUKZW>#0%inZny8
zaUb*=Oc4U&$`QV{cl;cC{+efyP8Wb~F?m2=Vwign#en>(`vC8UAh&zKuVmw&BFV}f
zA`_LFEFd-fMu4EL!=n`M;9<xGG-4cSs_znb`_x7u@dUTo#+KR;8^2`(b6Svjr{T_7
zOdDYe%<o=yX%mcY*uGa})_K4`A7F?o`Mp(sQwSh8<8TXHNKE>wI?kgmA#noc;t$_G
zBu#dPc}zJn`0m}5sL)fN=XP_nzZZ`-M)BQ_CPY+?H7QcDP_;A<9n~TsBIIGxfpb(U
zt(=j}Q&vjs9vg&%=%)P-FOQ>{YL<0akhgEHl>wVQ+jZPGt)8{YK7!IWj4Nl3W>b~S
z^m($0oW+}JZ2jc+ae1AvCI(yAqgV+MN@ERC0CInv4Igu=kH*&%yRdeip&vLwnDV5U
zc(`1V9K#6di}kd4Jl^<zIEp$MjKrmGiSW3V>9#k*zrGQu6$>3tu(YnUF}{VL2yQDE
zQ$+m<5D?lyLL~`pHJjMp<*pX%cIG5ab05e!d6%V|Wseb@R1ru#70kHJbqirXtZ>q^
zELA<>PD`AC%2azzIhth<;|Y*Ne(5|JLQXg*^m5&^yea98>fC``d3iZ38i7FiiOpnX
z@(Kdk+N3($)9iFvm;H1?Ci$Dp0LznL3$vtxov4yaMi1`Bw61h4GB0y+3Qr%a`-wf$
zInoMhp}l0)gI*F3Ldkldedv$4c39vZZ4IDzo-osNlx2Nm-140ph~5(WYX(MAGZAS<
z8tbT;;aORt*I+s@N6WhQS|294CO{X}(Uup?n#K7Nv%l;;(7c+Pz?a~sv$!goe#e8B
zjb#dUFsIJ!88vs!!dnRX6QW=f!ZhFH=igJf6@+VxYS)bE`S%o4ou#!av`kMS`mhwA
zy?Db#`{ViSWC!puD30}*{t?yD<E&ajE!5(eg1d0n&Lc{ts7}~d14|Wbn-r@f<Fb(u
zLbbDxbtq4yqBHUeqZ!K1i;{VLc9EdW&69z>vcJ^|hN_M&Sg2h?d_6me(RLheEpp^h
z`zi;?dY}zZ@Sz-(a6%M%_9t(TpQl>cupbKV6{ri+3L83`^AH*)RSp-kM|hbvfj5sa
zy+OG7JgpovWH3MR`SX=nPu~EF$gCn#PH5@s@Wo>s(awJw7Xoyn`7zpp<#}|_m_<eZ
znTTlj=WD1p>5#z1rdSn4Izpc-C+WE`NHkz9gqPb{fwyq)mvNfq!-qxo)s!YTT?s<D
zRJnq0$DhL}av4Xcm?Fp%9_C(Bt$!ZDIzpweCEzg7$)9*Ydkz<SgN=jWWgCPtxIhg$
z$Pu)$4+U%Qf;-bz7)#rFT@6WmJ+jAeUzy6C8GxRacHPiB{uykr*;uMGLb&d$t%+!$
zT@6F@h45<0*a*+Z{8cxM*{iSC1lOkvUe(xPv<%;TR`?JeW838QgCL^3qgvf+`^ce9
z8g_leAA6Ae?>6DR2XEkG?}F%JtIse^$OA_%a`*kEcObWluhHNsh5wE5F=TV(4~y$6
zK5(7jWnS&xm$pAosS5Nos1JH%rPzhP;dn|ks9{2Rkor35<R#H?cK>qp(bR;way0D=
z^*VugCcC)zH4e%5^#*>(RP6WT{)kr0Kbs~F0K@!CMWc(tu~xT5qaT8!Au6lri&qTM
zTCxwhWtAgCj!oX`8vDQ4JE!N&qHxW3(6QOEI=0=h?R0EA`C{8nI<{?_Uu@g9Jvnn~
zYR<(}&G`dPt$nlB<=(sARck%Z`+G!BDY1Jo29C_RD=>*b<SzhLLOEk5L4l??A}iLt
zRWQq1QSL3c57#{BJL$CjcX2j4U&a@>(_ZSGR0*cnS-%erYUE&IKR-6XsF5IMIqkBd
zEKEoMxEpu40w8J`BVeY0puoIIPwkud<MwVC&r9eaFU#kDz%6q~_7w6VdzUlNB}%ev
ze*~tPIh;0~Kdm8hR2OWqP~Y(yTUJsA`uprw1k-W`sq9w%DZj%cDtENxma_zwhYk{(
z+k6LLXiqAzz1+C(|CKw}P+0sDL0?ZE#brnzIF-!z{=sR-IySG%t6a)eFLWCHZ*gwy
z__KKU{$UEiL>@P%`Mhr)N7&j*Rnn9OGG&Q5_%xh(%)uoyQC`l$9WN=Gm)^dT@|KLw
zM5zB~$d+_#DsVh9{%z9i6d@sjIbtL!Re{OH1Wn+F%HgzlGSd&)<T2p_1L#H5w!`g}
z#5^Fjl67$jGvvU|Xef}_g>^qQ?GAvMOQnF?ED4)p-1*t0055v=!)^k`CFJhs<Vd{f
z5%MJPhhz|>*#R*1O5A1v%TG=)BO!A7A4Z{nlCjV=`@-kstqc`TW?14gQk8i2Uu8!_
z9mf7jZaVqd(_nUAi&^E5LX(N0PS_U4=^p8DxtfMx7}DFvB=$J`nIy~H(+WhqF;kMA
zRB>|=%nCC<tF9aD2Im*V!ahMxx)iXHLG-tAl+m@YFo%jV9fdnYBg7EbPVCoMAmGPy
zo!|%~k?lxsR!nxQd&(!P=Ly%N?71hi^z*AT)Fpw7WG5O7x{jFz2}!v**2r4QSQ0XR
zM%<ATB=~Rt&5;GR3KHwv?UiL5EkZH^X_pMd4m#6rZTNhI;;}sJB$0z;k!dm0Mk*2S
zYa2KkQ3XexQ(MoK)}6C~J8@XPEKmEqr|mF*TTI>U+9RFZsAZ)~KMQi{Ft+EM7P&DO
z1dje&DO);JS*)K=8=PH81YR2q9Bo!wh>SbNp!>zV0i#RUB+$fyJ<PKj)Dnb_a5d9`
zsLnpD74K_;NRRTJsfNL|5*TV5ON8=gzH~GbQGS;u#1vP&H`V03wkUj({dZxC`7GC;
zpR9?B`lll`NtU(!q)XU$8)?ny$?I>I;ZJSzmoCaoWr02UQ<obtXR;M1(jQ&7s#e>x
zf4N=8KSbD_E&xc4f6$(bUVkkX%gxUEn{c}f1Skg(uySsNlLFOk1_z9mG{b?9pOVA-
ztL@DACOz|U02H;$xccTH>9%Ik_|->#&Oh`VR0#mBc|N)@9zSNsp|92yMzm_#fXDT8
zY;<aY!sVTujNiXaQhfuD7g(}4`P1&ELzwg$FA1b!Z=ubLo=}N8*ItpYM3oJG0Ux{g
ze=t7GKBtYRpj)BF)xhx)+3kbyGtiyZZ^?@;`<8C|zz1-q@XJMHIqBRNd}+>*uxZL2
z7x)xT?@V{EM8ifNNtYsOvG$dvpg|;|LrkvME?*0E+Lo8v=<D^u=;P&d-YLsaOV`Y3
zN-KBpVR_R#g6=vq7du3H5qMg@MxU}Y-NMZ#DBG>y?#8hx*rh)^B?`F!Gx6i(Si)93
z%<23#B-iLZCy*OG%V`nm*_nj{Kp}I|ipsnRTCH3^jH}&bi(l$nO-k!@mN8~hKQcYi
zX`wf>m@Nl%hU*b6Ad6lW@~cK5YD7blSw&j)uehOoKV9i7oai&C+KU@*<A5GNBQ|i5
zAw*VB-)b-Wl-y1T1r4>qYvP>t!5p_)?mjk5K5dvis_Rg#O^PyqfC%Zt4Q^4(4668X
zwp}C|7EaR^r&)3iyQ7Xy4#wQ$QSJRnxe{o-U6sdUchJS8vc`-@skpDAl6VdL^V_)8
zMyUv~bJ26w!$tUU6m9bl#Lr+7To|F{j6*PPB%DL1oPf{;BC<8skw0U3ZH6iMD39|C
z;3Nt(RiI{%|AtIIS;hxLR!T_}Q6lf8+zGPXp=igSd`CPW8h%JlN|U=%nc6fBq=CBK
zev*|rO;h7JmEtIrrc+P82fSGPby!o)>+XvxuP9@biOmtG(~kZ(Qkl-(J}xR`Z*okL
z$6Iv1tm}ir&p!PFBy3M?Hwxd%*X({TV@`KIY?U$~ms77ql=1-=U-}=&9f4^mff&+(
zo4?r?dhoT)ha7WIQL*js&;eW&9qvA9KCsnp_l)6oZ9eX4Td4bVlxu8Xe73{71p-0+
z4?OjGFcvo7jCG3N;&E(^Du0_b>-tPjQl+*ruM@2?x>^+j_nf6{Dt+@;3+7Cs9W<$J
zs}n`Kl1e*)-skImcjZ-W9e+^ic4e&XE6f9um<%~m{<=DM*jsSxP#KF>E175$_GD@y
zJ1OJRS64^C0pBO(%L(m&D>n+1u=Mx2XqLh%YZq=t&&S*q#h(Uzg3;)h6Cq{~d#KEJ
zB`=U_@uxDDI^Aj6(ngrF<8;;qwv}~at9^FgyjKS*v8ack50p^VqKFXP#=~N_6zMHR
zQbG}NX9h@8+IjU`2F)UZ;KQW~L6N{Rfwx}2@aJ3V6-(H03{VC&Orm<y8E@vDw!&XK
z@{FrNX=e|m+Ux<PlokmXIw3k@xPl0y5@+px2?{r%#p-R!({@S`o-a>ng+qnpV|d8$
zC^+dvlgF*b=Y*yJ|Mlyc%=+1|Xg1gV$pN2?g?TvYKO*QshV{>oXckOmk%ak;IxAX@
zTLeN<b5@C8G$ADF;F%+jzk*Gq4A`QlG7o|iM4n5p4j~zBe<Eiw(@xw`x`TB26Dys@
zwpu^;0T$LXrWl$?x8YQW&Q8<NVI4<AQYve2uLOg_o<yBAYNw7F#jEqQ(W_<iD!m%B
zp{;hw-S*J#=TytUHCXXBem|vocO2-!X!k5g$`<rt8smsP7r|VSLD=_6<SRuzv*_oA
zTa6Y3R&3T$w;>1L%RMle2*&DmNqC!{X)f?-mCEc_VBn;LvQeU>(9xn~ygU8d>R;Wr
z1T9qdBHZ|kDZHGXeEq`8qKBe=A!-B($9JorBrge2#VGn0zIg=*Rc(@%=KCu<gwPUN
z_@6zDjUmUIpj>o!Ms+4B$I!``<xIU5W`H7ZTbkt~I1$OkFM~w8UuLgd?q{jDQ-{4>
z<8<yZqHSkCLYFxON32*D{S?3rSbi8alMe)*e;>4t{q8KI_f9QIJ+OlaTi_J%)l5;V
z_(GP%F^&jR;<JMFG;<<SFPZ<+G|&CUkdPx(Iwo}I*>==STv>}<)hA}oWNhQ=hL30W
z=;)&82OOtl+1h?cMS?*jMkVHuuF`QSG5x5>*krr=C)7;^>LcM=YLw6Lk7&yWcm!r_
zO5_zxfo}n|J7`lw4rd1gLEi>Mx~6>ft05#V=iw}?y=)iomEoYx4NvJt2Cv|E4O9Gy
z`AU4jfvl{BVQ9G;$TU<+UR0k&cH)9eQQVT5v=&ick|_?(w`?|Lw))_ccQHy%{U<QB
z{=|78`X5uUy-^sIb(eT&F2uM>=mM)xz~E_#)zn=ul-I1!J)}l43F)UZSEcv`XtVXm
z?15D|OYXc4+$5NrIH2pqAo?lH>=@$JGCzPTE>CnYZ4jL;lJ;#~Td04FZL8@P<y`{O
zM-he;Gxe2v0QHCbXr*E)+>eCY(GXAoH8G2#Rz2-jcVZzk&yJa2*?RT@9Wmhx5Q$;h
z=uwL&v}Y6)?Z&w~U#!00Wtf*M<T1-@8d{cbGC(4IJUuUr>}-Lg2UwM@J!vueSILCR
zoYe@cWYUwr=&~orJFik9YS+r50m<5cWD?Je#WAElnLjpjUo*&bVJ={eI<?ln*m_i3
zsKdr^&_%LjxKjFjAkEkmW4*BL^p*?ncNySgT%|2aVKmZS&tzxirmpnDH9rw6Q#KW#
z!XI}>XH!C~qoa$7)$pAyh^}uhQj!+Pf1>JpC3_rKlHjcI0a%4v$aiP^VfUb?@Q<aV
z#L~ilkoVjzU)5(F&#63P{&T}>b*Sgd-cXmM2io>(!m+c6CTqj$J{$$6`jLxY`##EN
zX0jJO+2XHrYk?v<Xy0HDOdpXJ2k!VN6dTmaNrB2VH`VVc5kIfzE%I!Pt~MLA%@(!p
z=Tmm_Tp24^ehiNRf&r00TS$N1foA+T=Ue>zn|#vJxTYYKfCg7#->Mso0BzN>s>W_F
z-+||!hGjUyp~9F9;r>v75)l*j%nBv^?8p@UO5fY<Ug)5NBow=oJ+EM`_vQrrv<@~w
z3elnBn#;VN9-~axz}^dQ9XS5qgn+Ay3ha^fd8m+oS$UCB-!Ye3d2(!1bY@yJjL?DZ
zF(~)=@XmC-qYm|EMi3$r+~X}NOl$eo$=a37svnA(<0hr-U~bKCKj}9^+A^k+wV1BV
zN;004mMiQToyYKVDZKb&2fl?TYnx-|81E&;AjDrqNdPO;^zlW8D1qX)D1>{VuF}SU
zYUzn9zFD&QN%gfi^iz&|=Z3!piooFR0M?M44edr6#V@9LGn?@O8H_O3D%z}-@S?CF
z)j0z*lJa%EQ8Ud+ArT!(&mVCIo#4LB2;KBMdViq{*?9zB8O3>DI$(RJ)aG2J(1H4w
zj*#PLJn-+-5g0{Khq?~&u|E~+xnLS|xFzXi+s1)NkGND^y+G<{s4caAab+?y*TJ*+
zzcgob^v!&bFGZOHW=x|ZNLd}p`g_um@jvtT$)Ybvx|WF9W|%=P&eJj#;C=?AIZO(!
z>nOKzepB`|d*Xv|aZ24dUGofDdb-aQq9@RAtM81UV+ArO%OleuPak7LqvFMxZkV1G
zRBd9DcrzN&BIl)~*Vp=1?RghCWRUIb4O^e7Mh2byhH`9AW~1yN(EN&D21Um}(Z<>7
zPendH)K_hNz^~?JT0C)UPy*h5ve@#xY!L_E8x}47EQ2Z0Wd!ECw^{(tf32@?{+fKn
z_Gk4ZaWoVAGa_;<*dkFCPm0zmw0UX?%!`+yYo@GIw-<iyYCF7397d<!Ob*;BvvDNy
zaj44CW2(BQ5_uZJcHRcl?16&tOwQMko@y@jC&y$6hQmRYX1YD~>Y>ZG@uy-f^1PxP
z6yIS2x4ue=D|Y_vTBnR&wyi9RtG-IDD2dX)j0%-r=V;vpJqHO%8EDnuA{p{8Kq}QY
zIquRZ0&CknY!SPi@D17EJ-Q~7+sW#-uAI(K>x5rc@_KOYUyynXwxUgvhH1%7`3w=V
z46;R-vzwAmsd7sF#5z|b;lE_}+c1Fi@b2qd&&&-%x$C)06F%m_c}tu{n&K*Cj{Z@R
zK7MFbT3%Su?ZO_<=EduZaYJ4tn?<bej*Llc-=Zf!@zwt>N62=G^`+3#4Pj9nS-CTj
zrjr_=M^5p!=vgXq^fuK-LokxnGOd;^<JJ|=vXl{?)TrFGc`K<uT}p$G09@kp(66Z%
zU^sb!==nVr{^>VGVH2+Df#@GH>HuDT?(55{QjGs7N2$PX;&t<Vsx=N&oDKG~O}my=
zeVwnsILr9e%9(^(r{Zf`1C{Emm&qx%$yi#B6=J(h))}wy&ACbbQnEaIqgv1C8hclB
zR6lVA%gm`>nq+_tgbyBCZ)TuR@lQ~wl~glWbPlgvwGbh;D{1mCETFBJ-@rtgtfnp=
z%h7@#qO6>qV&ZA?sst?j%GGwsZD4TQ(kWlMOlS^nxfeD9BpL{EJakUfkaC3P9%eDy
zvv~9NXfIRC5#pbP{@!GsX|9jvTmp`B#R^(ks$VSqzacOwvtnE+)cmbhVyme$#uV|C
zh&5cXij11$Bze!Dz}|llJhhJ9jT#z4vIebgBS<m>q&9LVg;)SbBZKz65`}?THl3<a
zP-(kdritU+3DWZw;q5YK$Ho<I4ekRhacK{0ggbEbFAp&Eu&en-@wgej|FkYqxEtC8
zmsjH)+}EuDE_$;u`3ly$<69t7I~Gc3Lbh^u5Zn+n?j@{A7G3ycmc>tACQzq#0@>E4
z7;E4l)60u(n~4;*n(@t&66w;3(we4_)i>(R6%_g6k-H=N6N2o;Zzd|i0!ne{hf)WS
z-F#LRPJ_W3dw<9O$yQhtMYAU$|GF$WHDKPkKe-vj0+d+B4diBl9b=BTD4jLarHZ-+
z_wTi45ofE*x$!Kus5bJp;ZAp@T|3<rxlz-oW}CQFsm8TkxA;~Ck2A#^(>U@Zur?)8
zJt$77z|?J9$HbuiaevPN%W7w<xGl4wmzDz5rX;KT`8UCh9nPBd!2)Aq@w_>@`?i{e
z_{brbU(5q$mip)?tOmf@&Yp1iUerQIwQv)4ddDyOJ`Cg=o(5XY3cz007rBrfgBmf+
zkY#mE^}E@TSdj-!-=Gzw_LQ76poWnLWrum>`($($7TN?VF|6dN$Jnl#ZUo@1Zv<$&
zkPo1+Q3J5ou(9UXH-R}Ad<)wpYrk;jce!g*ms4v6XwiRL2!4z=<ur;niD)$)*N*<O
z1_oi?4cL!kyD=(-#up2}XJ0XigAhXKZ>MYB`hR{YSVl}ko5}GO1oo6v4uLNU*aC^`
z7)+M5lwntqa4b;Yx}u2Z7)k<|=ZCPsl!tiWUbo>JZ@kNkiT+(=xwWP-l4J^`9#zHD
z_{lv>&9A<~GW=*{$Kv{b$xqDRqR;<Vw)r1zmXYPZ^PU(vnEngpnw9Z;{8zQhGucg9
zSqvk@r&+iAw8&f@Nf_C+8b_yHG>YpxoT?=zL6|h(a2G*9OC2qVBJCG2RKdO<-sLCz
zy1Fp<;LoT~YS28<3j_v6d)&4BAy*bdp(kaq5a~|_z+@-js#5bo$Lr%%HQ+}J5j3cv
zSoG;)|5-rT2#>)I3I;L`K6~@{6*fPSubTQmhbw1!iwWy?C!QX2@sLc!MQ1g@v_}rI
z<xn=_F9SfY_*o;z3ptyBnU~2k{Gp%Gm>&}LDWLey*Hmt6WIem*Bj=>{2HLPFd*3AF
zx889}%3tK2Y2hO<<|{`&8a5uHNz)`L1iKD;xp>pyVbNg3^}?f14*q&No5gikG4cYC
z;%tuLy+h$4<9%LtxQrdnR~w{2<3t!_4g2!tgsVJlLwaR{vQZ`KGObjN1FKUFCqRZ!
zpKDh*EM_GBA8}D1U^G|l=qKaD{C$4MCt*lGNQulY<<Z>sL?eu>H!i}_FzxL@-!$5O
zr{ux-i`QO&zlITZWyGY))!}AdVTdU;{ng?h>($q$yF0{KqX0$*amL20=~|^Dx+|xP
z#g7eqUXKsT=c&%O`wuCg$H(RspWb#(uTbzOV0r7$^L73XiD<C*`;$Wc7vo`q+;B7w
zpZ;#ai2lwqje+F;y!o7|u*mShWCl9B$K?9+)X{{Tdd+nNJ*HPu%KZZ$COQ3!$w}P-
zCADgmMkg8IqU`~Pt;l+{!<f41YPpq~*YGK;^X<_TpTqUI#_l&YH~Ev<X6^gl&meMH
zj7%=CL#vzCyB2we+WXl9YPD)@`gR2!ztMD+W}B@Sgs01N+AXyu{tXL?tz*3|6?lj}
zYKIb|1$C8VB#KD1L)b9E@ES!R(rA#H1^a_|Z90c&1`Qp$(g5o&=}ql({0n0UnL>Is
zZ$98z>_zNN_qzM^3Q8Pq8U4C`pY}ycs9<N7d{*7OgGE8(_kk3tVv<pEmIOU%`??_8
zC|PU!y3{50Qv&2z!aj$aUj~J3Y{bD4#LV>Qwjl$ybZ}KLa_~&BM6gl6Xg^5)C@_*X
zGE3ApzgmIGnZ=n6fjJn51Wd(`77QK+Eh$e;gGxsdXHX7Wv5lfL5s6e(LNPwccvRB3
zGd>qr;Wm-@pg}QDOKmjCV^l~fw6xnihjJWEKg}YXZQ?Y3d4YT`wv~mMyPjdrp5qp?
zjxjxkb{WIq%oIlt$BNt5ab9G;v%;tQQ{-dp)!ie9cQebZ+Hsz<oBMOHusnyUWT><*
zh>%EGo#MA+czF=7V9>S3MHK@27W#1b&aQ)fQj2N@QZ{qV51A4+ZOxp{14LQIq3(e#
zd|%%J-+Nz7MI4FbV2NBAG;%2kML%V#jkvCVI^xwvz^n`d^45@bF$D9RU!=p1;iV4l
zsDq0#XdyVFSVP~_2{c}g!KNW!vT*$&N_ez`W_dX4qLi`%>X0-_oddKhhj6cSO3}1D
zjzI?58S=T5RvKpZyN8|23}UNFtIwv*3<IAv!ZmqKm5qWn%m*TPw5?@hj|{IY-VuqJ
z8{h0LQ!N|NU5}{YnLqud3+U^o;Kw#+WlrpXq&A0~s=Uk9FM{>r-X7+M`W;_ZWY>~I
zFY5A;#-N3XvgS4ofGTGB&}c=TN=;dX>-qbHe0zbwU77~>mxOYF_HzN^_5R#y;;IP0
zjPiv4DzW8C09|8wWx6H8e1S@_%2kyPi1L+-$<nj(RMjDReVYg1>ojXYAUQXgC>cqL
zK&qy&xUju2f6&a_^rkNMrF6x@+vs!TJ-{)!bzaNrk0ssyqR8DJ$7r`uw;VTLPM{SF
z&Nv94&Cb~kHXBKn)Oe%|@!5y#$Ngt0!Qw@lby{T_ZPeR?)_8UB8$O;Jt=D-kbq5qt
zUhXLTKKl4%>frUVnSHZs;L}gyZf12vI#h3xBI}hL)P~kJ&Ni5h>Z%U5wrIy8tzniC
zu6KP$T8GZD2WsBxJoiTCJhd|%)rDr8@#z@XH7zgO;^Q|qw_cz3f~^TBTTjt|N}sXx
zPIE0Kz6wr9(tiymR~edq?cCd&*IAd=*bTOGIljE&Ln!(v-JSTmI2A)M=RE@FB2oo*
z0}-|OQ#Z`2`l!jsH*e2a&bvt7y|5hvHn_dUiNvtkM4+W9{^g+qq*}f3TK#~;ovoB`
z$;5onm6YIO^$5+DFe>R`AH6{bVSR`^<cMG6!dxc$Y`YAQjyIgUjEHwPP|)h3Kc7J(
zu1R6y{DeIRzeqi!hF$#=5=GO+ML<g>0^tD-sZG<WtHJKeVR69?cGJ$Q0^f-2LM4dS
z*k~;Yxps3zogLPTLa&Bwrjs9d1wu|K(efC^N(cwD3Zwak&*;sRL8|h9@QOjH3Q+e&
zFP-AUOMW)~M!XfK{S>JLM##>X-xe)4#7|EDr7CiC%IYE|un552SJb>MgjE*20LHvi
z`qC*<enzlAgCL3%r@|Q(NI9ieO{=ttE|o^w$P@mI6C|T5hAAsZR~BiO7rrP30~E+U
zBlFEzC-<q=Bw3+rPAt|aHzijZo~=MM#TC}dSk?a;XsW4Po@%PSu!3A0ajtbr?scx`
zwW41eeyo=UByy$U=|Qd#Ij7+1|D{PksL^sxJg7CK(Z$P;HXi;9LTyC8ETK9eTRV3S
z$2}Il!s(plHAYv1;vAP$Cw0!$-d9y;dCo;`$ga*=F27WIw&2_-6eyl2i6-1g5iUI+
zsxc!nA68WnzhR_u&eq=FW$3cf`8A_etov764R<)Zeadli<?YfV+mSxU7lxwVw_Y@V
z@t4SeTh?%q#e&7`085p{E)Uu6k6j)k`8_LXgGGzB)hafb*>T1pWMpJ?baZ>rf!rw#
z?GLcW^sR`_Ke_-}^wPUBb!~al(>yAbf6A$C6;&nWWm?)wOAGKSxi)2*r%ixSF6+$N
zNsXfl;^^tDM?hfoyh2-6RdqffGI{|XK!R7i2k^J4NIw>i-lwP<4wiZ*{&!1Cw>Rb)
zRPDg2>xj>Rm}yZwR0_c71WXzph271&9YSc0{md*#0EEjfm~&~fFJN&g71?=3FT&mn
zc8b$4O5H1VO4Bb<-%EZpd5cxgy16&%<S(59xO6d(AKDn~sO0n5!6%QS+!Ho&Kg~7!
zyRF+db6rkd9z0&XKKwS(IdC{IDPXjqG7!+tHr!)A<*ydr?!CSE3FbrY^}U3B3Sv%U
z9>`ynydn)bl5y;WYzFLcr=ZtU((Q=J?U{=0sEX~~8TizFH~bxIxJ?WZ$9uDSml!cU
z^li@rylM#^he0@yAb0d|{e|p*Aq*pPpos05;RYDm<3<ldb1<p{WjF(vIU~~T9c_AP
zU%0lmVY)_|ThN;i*-}Ev?cu8i0Vy#*Tkv7+!E6R(TCke8Ro6}0(lBM%=kS{M5E882
zw`J8@1k@mQJJ~BG&!Sa~Gn+3po+{oJh00gI{j!x}szoZMyiHl^a+MV|i=aqF)KF0V
z;6JgEpsdQV7&x{Cq2OG%g}{Xc6Blq#1-#0G7EtntAPjOrSOP_nAa7!kRJY1%)KMx`
zRV~HqR{5C<_^Ap6xLAVVfGnKr$!qq=*+&Ll6G@&S<=2)#f0Jok4Sp%JpOv}r4MEP=
zxDCT!+w2UGhkfbS7~=siH9s)=h}Gew^eDYy$MiV8L$>x1pGiIg`S$GJf68rF|6klM
z#*Q1!5UjdCW-S`MK9<f9wJZAA4fbXaOh;JrHJj=#UPWKK4SPq((+$X<0gH-W4Nq`t
zy~6u~7{GU)E>PUlU(PtOg8XdE%u^Jk4$3Gpl2kw-zCaumB~C^<+KLcoRFp|}Xbjwe
zQaG4rMV&1!j48}BJV!h{&s{k?k22Vx6oj=v6iw_Vkw2;wnp82qoFYh(GHSMz(pa9%
zc*H1GaH52>F(-LGTtf-RLh9m}^P9VU>~>0_WQ_d{-@eB=6{MF}bB}9Na2YMaPwaPj
z!G9>wQfohsw`@P>nvZZ-A~==$DB*+8@nZ>vm_x#r>^I|x%89Ew3)b3mFN!&_d`<l{
z@x?lJcB$XMw~59wf=DMaDZw%cPDeH=z%mx~uywoZc-aKC&20v1p3{E2OVWm>)v?9)
z%t2)ewr0P3E7OD%%wayVie_25<mOHgSprOE$L?W1;&cj^%rH7-ee&1|5mo!K)nU&F
z31IYi(fS~~f8gkUBdcj^(3^UlmqEDA+4%M?s&<~9y*_<iQnhR)k0YkLg>-|vV7w+8
z?Gm1@Z9Ze4ZvSjfK|beL8KTI<OR!Orq1(76ydbZ$nafjRgbx~&s?({4^VEu>g$maG
zwL<(iW>YJNixe_|Y_E)q>Vxcq`h}(&ZaaWTHrK#l{f(W6z6{;lE#ROI7b$Hau8Ppi
zQ&bi}Uk~!IBf#$wDhbA35%@#TeM|IbT&yLU;11P$bSlHw4a8yxdA`@s6;y5~6$(nq
z7m4`zXJFz9lazCOrZMIUtLK)C$rx@bwa3_}gI!CZXaqQ?PS@{Z;K{A=OPZ%p!3d{A
zmKGuA2&qG=7BXF>ibJCo_1%GctAI_s<~~~-r3=vIfUZ>yKapTWu0QWh>r>@Z$Q#+F
z?rLA|w#AH04mejQo(yD~kxU+g`Ac~<V)2(en=-e-z&Np*Sf!yvzV@2~Uoun{CaF9^
zrBYZ9msFTmo}8CyQMp=%P?mq1*H&gjrI~Y@>!2)`RPJ87Sr&6z{#yEJ;fq}YQQB(}
zid`05x?}O51b-d*sGa=xk*_D@CcT|^TLM;98Rdj|W!9(|&TWce1Sz_{(km9b-ArNf
z1qm0X44UG?Ikxk@Nm(`WwGqH87g%QQq_}AX^Gxc#G@yu^S&%fhPTsAA*oj&hy$#bH
zsSKW%F&SAD+Zxz1#QrdjZ(Fuvi;x~OVS4Cz=W<7Xm-MpeY3qG&;>z5q*70}K>S{_S
zt9df}T<*^FwfeRGedSZjr>lEh_p<t0?bY_}>bd-#$EUG-NcXJz?(PHBr&G<$n{9Z4
z{xI-mA%mrO+}v>}gY`%{j?*@L;-``UU7DifNMh>PVR);>=me|d#`^W)?N9chsK)S0
zSk*AV3{@lD3^TW$Cfjl!!s@JQQ_~FDTGNWN)e^$W(4*B>bPdS`1@llOz$49GH5I`5
z%%F}}0lf%8@bhfkmAUu*-zgK~)yeqoGv}3q&w6_LlgmQ9Fl}vMD4_x?e%W9mam4SY
z6M1Dt13AWDwe&<yk`fAI4HOnbCC~vHg4THP%Nk?jhO`3KchU<D&l@i$CZ8!IZktDc
zTDv{Ao;r?rj~u65a<GgxSpzOCoB{2@|H)C8c{6TL)?TYJTx!g}aCi1<_uH6`uEkl2
zx=?QqQ#wuLEY4(}{Ckw)xcM^lve>$<<wO_8y<62n-sKWKi`gKwuPOF|zADjvOx-2o
zlSj<8i<_V76nbkEE}e8D-)27flWR1>wbn61GnLL$^D(~Dm|#WC1empR6+{5V_bUra
z2iKc|XAEJbOXxmu49^+7*|{KJxHe7l4VQ&awg;L^N8Mcg@A65_H;dxr5Wx;I4Kcvc
z-!UMyH)vC@wx?B^`UC{8C`!4fdJg5Xr+cSRtB2qge08E#*0?!YbFFf35s<&(ZsXPL
zw>BMRkJB2pq263R!t(c!w>f=nL&hP!#ok7VeG`sRNT%ukRImd!$MkmEb#V3x85idD
zEE{_E8S9fr=Y$P3_Js>%Pkhf_T)3ZJF+7if<h%#wQ@5Zxq}6q%9?Skm?mJmG{#i#V
zH#)av?h75KI`H&;5%+l=X*wnhF$jwGb~<+6416s;*rrj<WTA$W_{XL6nO>9LN4}2J
zl+FlYd%J<p8t)<*XvM-|6zImg4ICts;f}lEEmT!uXS=~IlwGLJ1J()%yB!dHM*I&C
z@c<)jEZQ?a<^Vv^B&dfX05KEd7H%5sfpEH{U3PY4dl=bEnE*^k_5?*620v<H@7^`m
zya7Mo(THS4eQ1=7aNa1hyx3RvuD67T!2%?ORc2_Uh;Ts>i#~niur5eCHmt7D^XLAH
z0N)Iszu?mY*ay-%wErI!szq=Q3(fwX?43oZm(Gq5dxDCSAFEDGcYuzOrHOISjdhxN
z+HvAcGmLanu3k^Q<TTLfi?psPTVM6sZB-IGYFU>i4Rz>kbs+{C{Cx|{#(JH(TCPPJ
z<}sPv7hnYg^#s*j?O*G~ltz=xm&}&|Pm9HLc$0i9Qr)DlSUw=#E$xcR_xITNW0IHp
z+wlNRX>A@LDcz82Qk0HmQj}_JlFn&THNt#%uM<8HI-5?RIEaK+pc`#pyo){hc%}TV
zV~_rnL*eq}f@EF9XUEpCBfvEtQz{5~A)u0(gMBZh0ngeTc?-;Iwm1D#*w1oFzbD=u
znkIB45sAXH2I+1~uW|(SMc1%}>xN)ELG<rb0rC`Nuq8C%{boL<s_gH4T6_-4@U>HS
zb@wv;HG7WpBM|iy)`0>B2EdT?jQAk(Ws4TWo}AxR<sfj7c@LqQ8cn{$?@<;1f&M1+
zp1mW$f@TIyDOrR<hhd+>8!^i1?`TXuUbne*NzkiAujF&QqB3n#*%A@D`0;Mk9av@<
z6_x@Zz4)QzOhoo}!W42c{0Z^JD59uz8vcQ%K#4gv{q4$MLS~Gj7*xc0XG%kuw&#L}
zcNLFZ)aOFpTH1O&Dy1Tor+00Kw%t4|KK?V~Giq2?zZKVq{I3vwrYL{9K;bx0sg?b8
zZN{L|Gn-0(5L}(im}HZh;SK$MwS8Lb-^hbSxx2{%jP_l>Ju%}wV`Z+8d>gWSk)azI
z+LFwS1RTGqqY#~v=KM+z;rS~bwnT&(HSYn{JFM)U?w$PP!S~-sdVgl#MZy)DWx&z)
zFPBN|QVmZZ%c3GJs7ym|1Ns3T4>}W?_W|{zH8I#T1?1}AoW{8oVv+!=c3!zt04p~x
zLiyOtdIWiYk$+G2t;uGei24D`)^@u*vfMM)Jg5Nae8us-{=?v#0cczOf}X@rnahZ5
zBly3FfOW~HgzotK9hI#2A5BU+Y6@j=7OcpsB}=(a%VmgX!>a0fCZuIfr!TLVGCEq&
z3T8Sb3=Jg8`?|#z9Q_o+xd@E`PXT)UcAG)K7QR_d1flc17U<@q-@+z85chDiLd7Q!
zRXT3Ax@`BnLT7(^gJ)|WC&FZ>3+OtbmDacjCj$jS{t|`{H1C>X@!RSfv95qOuIZYL
z*gM42B(5D$Isw@CV{SRe)tbJy<I-Q~#cd@Z79ASpqbjYJkh>doR+a^<ORLr&yw?^v
zUO8ffw9^EV0JUw;LO=8^9?zFg>94!trD?}5N|#xK8ATEQ;X>dMNFrszPbL+sLpK8$
z%rFS|yam;U12p#v1Ee!U1H9LfCZ^POM+kUS=&#g?va&zJg_*D6_$6M;nv^D4W<fW~
zH$a$tJn206MII{65)QX`y0LOx`Rr-kqzTq%zvbT^gs_k0k8SiKV+##3hu3JUl$*cn
zvQ;!fd1QB{dV{hufM1D!B;x#OENE?KX|U<&cB#4i4rjzNN`t2jEJj+DWwUds3?3-t
z8?k+8>r}d2!y?2>XqUBdY<d*c3Rl*3tLpH>q*$^>6J^x)uXemrm&p<q3^ON%6hM^B
z=nkHl&EhZ1CvTA&d^$^W+aTHwMupL%&RFCN2~wJ17dkO<j|mg($w5;S0y~a>3Rd`6
z{vbzVqQGI@ghZn*BrY#rmJxE|2;dSvHKNGeeB{ed`b5G$z?A24jXgRt7@Ba3NS-#y
zLQRu4EMcQMf+0Vd%#(I`+!N_)`OPG}^Oa4Xw-HNnjBkbWX<pr3;0f?!ItKXUe!<tZ
zGeWh;Zx-6z<2k<|QFo9=lp0frc<#6)8`f-<Cm!0~p4G?*eIO@FzL^>F&*kvrPP%eu
z4|<a;C5t}|k5tIB?bd)RxPr}KBYuvnaatt5hGFC#!hQ|9HV%r~XYMf9tKkGJtw-_}
zajx}a_pSbtgl@7w4_j*2YeL#eWh`2GSRGpT2UF27E3^@YGW$^~N1=?Ir%FJDMrjI<
zXqi~Xf_Ok#eW967C3*^`@P>5DPjvZ|y`p_J8_||!JNa_;^>V~#I>cdnskgO0IN7_&
z9;5R)^Wu0lp6T^AexgJ!H;$j3n#E&+hlPXZc6W_qBKLHr{l>+;`gHm7d3klQy3&;2
zNZR(XV6B->qB-Ew|DJSZWy6Gx!?s|%UgN#7+9rRIw!m6mR_+hdJ#{w2x`=`qhW2lQ
z^28bg5}^Twc2=)o>=)%oucY#+c$T6?hvHn|;kZ;<QMq|COC!>ifp#S=4_(W9hun1s
z+aEK1?|ivsE$_m^kok8^i!SUtyI&AIUFJ<OQnZ76OgEPmsB#az+BPZx>4BnhO-=PG
zcl4rihJ*(Ly5a>FON+dvVQxn**eX%QI)(c|<ACFQxB_w%Ik^!(0qRZDz<y`Th<O7n
zM#|LVq(+6pJ_D-A`(Y#gpdE5E)^qHsMjofCBOxm$^vYBer4wi=_gS{Vk_cj(?27J|
z2J@i6yGF({$=3O6jvE<rj<{&YpfT<M)m9d1m$hKT<<mIfQ3=9(02(9bII>K)m8N2Q
zWNe12V7bE*JMHd(MCN{-<bC+xBO{oYqM10WV?o#4+8HgaPk+{-R%U~+nsdg$%uCDB
zO4G^dAP;yl+mghFrhP$xjlQF$1#Cjv!a>4Gy!1pO*F?Nf;iyGo+_9LDc-9VZ07YGi
zd!uMAHNiXt+q(&Znlp&pK~Qy2QMM%E*@)gNE_QoTDHs7sm$!7k02bHh_kH3_;%mXY
zMJ(nK6L!*Cvr+`Ofol=4R&&NfLvwTDOmIAi10pd7KBvjNy&nDmG2{e9cP!lsC2$-;
zgKlD_ptfhcsf6|cO#&Z-6h~Ado>o%wkkU`KYl;Pz8ONxm)oCG^ttw*5S<-s%3rVj1
zcE3g(AzG8?vH+%0CR$m(s-yEa_4s~U$^qkjpENs<WOz{q1tqHfg19aCKV8-b<v&Qm
zYE;ofs7#4m+nX1scF$idqx4?^74tO)s^Ut{qSPl|=uRT;tkICrdk1N_SS}f-FjyKB
z@XNZtrf;kUVD3_k@|RPQwO$TFF2L7f$s{pIe%@z~QN^N%i|X6#iEXT`#`g#uaX|N?
z%8p7L{i{##4+*R<@hS2-93NB~92%kLYcT;10B{=97PvGu!6k4_sfKxw0~w<-ipV?+
zm#kh)<}n<YsQUWShBO>9E68}_!}W{mH#4TI5Duj;POn=Ue;GvT;?-g}$;1@8U#w#Q
zD?}z!N?W+>!z94T{YhC9O#~3BybNcIXvzz82IZZ|su>4iG2F1n_5uGe9l%)2`N{rJ
zGrLt&Ge)fHT>I0}pIO*an?Vvm$L)jk<AhM=zK!|)svSS=G%0SKI$!i~QVvvy-RAMV
z{1dftw&>160+}rop1D-l>Qz)*!UK=aQa}A$r)fawut4<?>SjGCrm8~EX}xV}Vq143
zcSeej%REl_1z!;o_2DJ1L?xelMBj-Jx_m9_l!=jCs1*7o`B@@Gm3(+0h#^JLA!AW~
zwDv=$Y0vH*TA7sDq}2t*oL1)AXzbibVaZHTt|FF|LB$JD9X1)O*pQ8ppDDzW#xZEe
zbVra+<WY)O*xsi6+Paitx3@=o0RbS(u)jA{w<+og;^D6{uS<e7y3HLGR-!M4>w-2h
zqqpbUx04PJ;QX*tj!MJM3?TmV6CPBj&EvYJ&vTTFRv<kX`>UJE+*tCSSYa}Ax{J6F
zox<gf>(-T&Q<E4K+%sR;xn&r9F|Wx=J&R@EoLfUtVlEBu{6h8{aX#wGM-;R)>76=J
z5J$Yp{(%KDB*4(ZdZHSuGmqfKX*|o2PlZW5(wvV@XHRCvk+&V1Oi~ZVV|<4;iDZp5
z$kuYNzt8;aiDJ&h4zd0Kw|zYv>l~~<c3g|a<a=jD#!Gu_mo$H6^FS#^UuW2#Y!ti)
zb&sSN`8x;hX<~M3T@I|OwM1NQ?%xKS*Ro7|Hm<muN=OHmJ#tfSo|rPN0*6(DM4K`0
zs|`<bcpeI1QX|BLWBGd6PSq`)*^n~Bl4k%_i}$nv1V-eTd^DIut(NLrE>lyh=Ruvo
zgB4cgIOW0tBn6C?zlO$wi6r^9F}RUaJ$$znnBS~Ux46@93n<)p#(5_$39DflMQO7r
zx>~n9ei&Jx5u{i`L~DD3<ZL-2U!3y4NN^A>k%dHKQ&^RA?WZ96jQ4|9JatvkzJR%X
zB)3MtbV%W=;$733R}dXP(Vk?<-O%eNIZLhevWW<7IdvX$;l8$=O-Ilz2Dlw_+O#_d
zpY;Kd*I97urdp479Os5VM_QhUlysp%h92ppN1H9$vml~!UUf}A$12y%-}m06<g&bO
zcU?n&LJFt~WYhTaKQ)K^r5X5MJU0M7C_R?9pU~GFe@%lHe3Cy3UAZ-Z93xtp@I6K`
zO11Y5J+z;jf=`*4xbvAD<#=G;<NP9srM(yP>;9qL^J`jt8xM50hhb(~`?uzE3JIUZ
zH%B6%x~9IX_5d@~W$r0-;zu)M_LKLB_uiGBDgPI?bN5{yQUO?c`e*yO&^4bw57?%4
zB*w9>{vVL`%pf<FZ3xR8<m-Shs&_5w3YYSur*qb;mxFEtS~gF7@IU;KAd%37(3yZ=
z9)8rTB+e=x4LpdPqR!Aa)kp-#)RB<eM@;*?HEW=+D2GwN{+L<}D6qBrn7<)iSzh6_
z@MnCxRXDB#Cgu}`tVCaevR?@7!$zD)cg?=j+{pxn6;xvv##-*sA6XkT5jSXhKLWln
zDv?i+(n6g!FZj%eAYNjCSLW+BmvB6YN}?(KEw4wZJU=0rqkp=td<HH&y7kULx>s8R
zJf)H+x^0}rB0l}fPpCJ}*K)+qEijw@qb+4V>00E0EkFC_r`pq8MBlT}hbM!~61JSJ
zen&jPilYVsJwCYeVaE~BVoHJm+x)aS$EBgJ3*So=Co-t*C2GBk`2-`O$7^)T`<?eu
z;9;&K7~lgmA9I<X6D{|(;s@~a2OqpI!7|+W4}7q@9?Be4anLoSbfPM;2Wt0VcclkN
z_x>mP%Q4oLveWRrv#k25R?JulPzgvu<VJOVG$Od?JThYN(8}<XKv7X7Ma!_~#hK`Z
zWhm$vj_}yr5_3BwGk+3gWgrLZ#k^ueVCkG*Wz(GhM^0)jEvd6r;M~^gQ-&QU2-v*$
zN#@Jc*SXh|;YH(;<&|g%(8QX}D_GPc+dO*(sjBcT<IFax4C&}J?Udf49$3e#q3I=Q
zO=e)ZrLuU*H{)0)^T5z$%4Hlps^^8Y7OwvB-MUGDouOD--=ShLZ=%u_szPsJsY?DV
z3{+y8<l20NIuG}xZFoovCDFdWwyuj~#e9Yhqm*HqTPJ7UC^pJ{X_s~!26EW)cx8mt
zu4Tx!5-pISwvL^deNhaZp^Zcj7*t0&HswqqxFKY2T61OGNsIN}Y52$RNSxnjWQd)+
z&_|QZB!9~NjeFTTdCZ2+_|So6tS5b5K7#_Ctk>`&UP=9hI2o4mneA_3CtzV^pj}2)
z%lwyWr3<KUS4<f{)=AtNSfFHf8+!K)`cb&4yAR)-)qV-Jng3qptWJ_j-pm0%!1Czu
zC>15R6mm6MlfP$0XCs9y_V|5i@{%hP<?Hoc%{vf6^yjDc@(k<pzWf9{cDA)Qp=f|{
zZYSMk?G*1VXa`f>R7xgY^vcm+`}WBC3EF`tpxlb3o0E4`4E7$2s71yc2WnJ|<Ip?0
zEVFZky=%2{ptqM!D2fpe((51lls7s=&~A?9^DC&PmH>ZRZ;-8SNSzuiZJy->r6UNj
zeorp4(ZUmNETjVk+dLZRy%kX$TZ9qpbg{7t&yV+i`wG?R9^?=jZs~#q!r4G=V~m`;
zhq`b_IDqAi*lRD(LRcqk98nr33whhO<NYwtz0`iISZBHwm2~(pLXcAIk+&%(qpZS9
zr<Lc*MbeLwbg@aIa5E`O=wPN@Zi607$!#DEAyv=2FNNo1s)ejPfOy5~Lhwjcp*=TZ
zpIE}6eu+tRX-)44Z6rsY0H>1f+|vTNQGem5<*S=RKqWcX!LUwg;+_yr{6bwX{ov89
z5v*lLPX|g;klPEJZgo=nbv2iP5+0*i#fKXBh7IhITWkx$x`op`u~3JFle+QLpNRrP
ztIF4yH5y$toSP+-kj5-^YU*+I)Jru9Uatq`{QMOcQm>f3Zo`|6gK+}nA#44sgZr~}
z!Aj!>QF$K;j1j%=)kP2k<7uv-kBu0k08L`R@{LMq<FS6J*6-qb*rp;*0Y9vU_LW<(
zXB5-Cj(!BN=SAGMF&?rlW@E)|*&Y|ied0S!&j)6=p^5mHLt3|?^F)<ZwgBUXvAcl{
z0qfF_w|(~um(AQxS*mfg!=({CldknMo8d=q@{ftib=JEM@|uLWalU~zA{5BNKHC1~
z<eLvHw^)1U7`$GZpj1lC6*sJ!I?>RPbFKbT$rh#kg{!@Nkwtt?5-d5wY~JFkF&;d_
ztT@W!6EHjPw3tcf)54!DoIbJT8@3}tVYC9&l62AfCMIjrl00xjsS>x?u8~);JK28!
zX00unC2s$ykFHu@kG;~#b0`_tF?mJl;kk0Z(xbLbg}pNGz{6_9Sau6mfrRx7lz*od
z@XDEVj~wC%l!I#0C_KkV+T4PS0K{f|*zOFhZGU~<hetY*KC9_6c_BZ`0H+NV4zcpz
ze7hZBo(Th{6c8NyvBsQ>w!IyDT+6rQe$!hEF>%!Lxnj~uo&Upq^0q>n#uxLjE0{XY
zI`&z89KM`N#l}_19Dduoc<y{$aMnqFNew;E8OB!~OM+1Xx+2*YKYsJ6zGOZ<>Rr~X
zF2T?p{MvPl`yj*~Y~GeeD1w+#{@wu){y@5~zJ((553jy}83zk`sqLI^cS5*-X8)f1
z1`kjrs8nCR-ha(}2tT286YQt!tsYRhqIq)iK+=VA%$e?a<6K1;jD!shcpCPNEWZ1I
zcHLnt!+Sq;Z&DL2Qvo49A?JyL=Hu|@$=M~MfXD_TN0<RJ1GzXmE+-@&1bAQ&x0ym)
zE;~oUZSBupA)nDKpu=zpMKx8pl3V3F>&h*g8Tap(x)JYh46c;C-R)R3hi?SFo|_+H
z&qvo>Lq6jj!#lbKUwlm2k6_z?)yxK4NXHj%l*s^k@PJ;zLw1S={F4WSkJ*=js~9C?
zi)0ZXC#X#jL3B5fY-;}7dBC1+)bZz=0llZx{b2*XD>Gis<y!K~<4Yd9?7;fbjC9KE
zHWcf@Ukx!!+VY3`N&=y#D|XG{x@vKo0pOh6nObFLqjwPCLu0G{+w!vnO0AZ{&SYr0
zTf^dS#Xz%9HRO3139}l;`*+y|(>6Z}W_39wu@L#3#Kk!7Y?JWPx!1!SF{C{&17mPe
zhw;0XJQ_F4v5RF1$kIYF@&zY6h_$c`(1`G0X4AcnZkT3_$;Ib?UzYl;Mc;Y`daFtL
z5&uPNpxOnPS99gWIO_r~Pnz}s!{*I~0EzkN{G~7ZwTRPH&yg#E@he%(*CvK)-0}|+
ztX=Q*JzISoJeetQdp)NVp=`*n-zIR7`z3m;7h;OpQUa$UlsVdvzz6}NlKHRgkuZ1U
zZ|@q^1;Okjo5#g+D-qRO-BHVig_q5lkdw*Yb^=wm7F^YjfF9?X-))v&LUm8scy(1>
zjxr+C#;XDq5a$WxBOBWytA88nLkC;E5$xN=+3q^wE)k!|yQUzTQO2sDoFT>Duhtkz
z-_@)x6H*6WxTPU2@!`BBq;(CVB~@=}N=aQ7V}-=7eZU;g%#M16;*Wr$iz_4VNoip3
zLi@cAxB7e&c;}jAQ90qYOQ}M2LwJO9>ZS#p6s<%tPi+Sn6KbCvBa0bgTfbZz4g%(f
z?u@W0z5$bImg^W+`_<#5UmUHsZ61{!Hcg|v70s1C^(>ETv{9v!l(M{3@ZR+-EmM;4
zUQ=Y*v8ErjishEVZYquj_cDx0;t0*0KF}BMvBjdM(M#Z}U2eBBx3_nxZ=!dKgZr~W
z8QGmGi(M8t4(~AXBb;#W=AL{DadWuuWD^dWDSHIRBQM5Gh@7x0#j4GBMon)}SAQl>
z+P=tKyVtFf{p5%3|K@d0kHsY{2r5|jxp1bGK3NG|s<ziPC5o0l#dTKybvNDQ_vDbe
z;#)3!t#ysPiH2kK0b7n8E$!(F_IEhq9b(_jciE<1&T&giEB%X)*t@Kkkm=H%$v%+{
z1`~ItddLb%fFD4^8@w%~L`6+A{ckfn0q5NR%6`+NdhGYu>6MO=1}S^m&v_x@mt%z~
z-hs#>-HSWXo{xYKvzP``#Ff*sP`AHKV_9)&qj=<fK9o-|mDSUl9BeOXXyg$!OCXBp
zoirpH+@-p!p#a^3OUafcno@g2;L4%m-~B`JLShBn268TaDnQU3<HuF6+)Pyx%#n60
zmX}JvS})AxhV>0bBWREACCm+8&|C(`zppRwE<A5UIiER~)D8>e${Ct;rk<AVAIHv%
zHBZW=PR?~=sC6|l=}}*UJsCknq9JeN3<uB4H!WNUhg7<_kRPK*!^n?E!vfv6KI-(C
z%QWT8(R^D^o2y*>esqb1tbXW;&=|$(#8iVS6zJiN;8du1g?Xr{^QrK=+G@W}h1t}u
znNs+XI!L*2g9=xE5!xuN>p7y*k3fJkB*3wZ7G8NzaUOlVK3GcC1OL6>dS1Cr9sI}h
zSxkdDI>vRAU+%8`GNa-qL6`V11A?#Z)J2{y5s@p%2h}0hv+rw1Ozn<`19KEIyDuiJ
zRsIj-65=lE)AFMAx{Pj5*V*j{h!tt_#?mX~r(<{M*~VRa)h2xobaJl(g(K44F4nyH
zfH$0_o&!!LcMaIUd%XQ_p&h<-t)cnaqKvau08agb%G&3C#4@`>)_2zJxvPm)ROiI9
zK+U?>mLU5j_2ScFq4k3%<gzWxg^oGN<F>{sreXP-*+(PkroR{TV~_LEzfXeWL!s^$
zz(qMN9gxw7lW|WJ*#WR+mf83TTFS!sbm823`bLKTDYcm9ii!G0mk_6q=mca|ENT-l
zbY=KP2;k1grGtC<t1`InkU+mzDx#eyVSQdWBsGI*d$QgnGrnh!J*+klSufyj61PH>
zv4kMAvtoYZDA+JMOzy{0=TFYAhPRAo`!cQd8B`P-5c79<_+)i-Df!?qfbSigvncpO
zOB;%ET~r9BK+;|?Cc4(OV8`El&oFI0D;;F1SYDa80Eg&qIf#AsyfbG>bjQaDqjO=)
zm$>^vttG4aH6J^JU&`3oH<);bZ~fDTW@HJ~-TfK!SUzMHpZD3ATkUecp99x<b%Os_
zd*2z>)V8&&B26iR^e#%1k_G`nQ+fwMx|EOvh?G#JgV^XIRgf;dSLwYsL3#%fqzlqP
z1a8p1k9+U4_xId$pZongc}TL>oO8Tm%rRzJb1t%8*&~YrvSMI8mYz{!UPRJy6-XOF
zd!6xPUU=BD85c2K+O14@@QdWwv-hIL9Ju~$W#!Tkwkr?k=Pk-3Ppwj@-H+GO68lLO
z@`F^q>2jzvdTtZAo4VxZD>&Yl)x2yLY#9au&psXg9&_YnUb6cl#<`38yCf|YMX~b-
zM#kJ7uG<msh79AD$1`PavyxWJt~N6(IoT5L49I1t@D5-}m%e3*2ePKDEn2)Jsk;-X
ztwd-Ep{meqDZjJ?NLcK3!C5<Sj_!rmG)DU5yL#Y#7Rcw_oM#?$f05N(eaNwKrYjep
zmtw6}x4CL5YT@Kz0Xlf)Q0$c5pQ3G0UQTO>*;jKdhst?BLhTWi$bCcZ+P>uwnMfNO
z?}WfMrFxgImx|#xNy{ziuZsK2R<`S>5D(`++83U-%-*xNmep~FR}U2E!A25FTCo2d
zX8W?XaXd`g*x4NNtvWs!aWDl*8LckSyfwS5YMvtJ?`!d)rE1$q54vva-Bo6$(&7Nq
z-gC#@sp~NIp%TNb+Kl*masQ5cI_C`ek&XE?Bsp7Eo|x*Av%;a~#9bphzAZA`#Le;+
zHDMBAuQV4fvR30TC6AUQ=W<noMEHXaky-LDg)}GLSE6zJJ5pV1gNX&G6UgtsAou*F
z8+WZ;5xm(c%D&T7{$;+}+}uO8&H2P@-06GqntfH>@%=jU=9sCg{=|{0CuW{Ray)d2
znUn2g;DT5av6>a#Y+LPb4mJ{dW<`lC)hfQ8UpbvMTgBG&?n_1(4)rDAY{=vDg7Zp_
z{LRKssELbqC>UPH#_dmZJMVrt%&!;|6slL$exnPN2@oiI<-8YX{P9e6b<(n~;*F<f
zs`*n<TJ^KskE&d1XCN=WXf<UahI+E8K&lIEZXHF<MNJRu4^iuBW(k1M;IXBWIU5o6
zei&4(Ehm0Pn^B~1plUX%{3x=;Xw#u?zJeml=4(L&Yl^W=s4V9;$re*>gCNhYO&I76
zq$aRmdzp0j>LQQd?v_M@z8esrH8YXBBc{x>Z5hp>u7Vsv(+l5O!$7_qS62w#Z{Mzy
zWAIiB81&6-7n$H45`Qv^tXpLbp_c*rdxB!B!snf9*w=;Hmuy8&RYMI1NIQ>=YJ-$F
zr8g-wyzqNIdrMdWqVd$44K*Hig_NkhyvHn>xFi9`$$A>P0$>Qy-Sx~?ULBxMB~f`G
z=Up~qGuTG1Xt;V{mJ2HgI?a5&n7)wAStEHMv2fB{YI(P!-+1-am+l&+)rIn5|Ba~a
zCvIE^Of4_($OZYwYT_?|>$Q7LRook7a`y~2PLmGO%YDWJ5<efk-^~F_ZIQ@7hr3R#
z6JIocO8q&?q%@8>PMUcg&g^mPHEv?3W+Nq-KbJM6mSyMG+LB-k$C&f*%Jh~&*1N+n
z86mAJJLO%&xycJ?L-WD4i?P|DBl)qxuuo-dYu1TVBBIVCLA}BGVfe!BpG^><!}^|R
zgCz5ivvB2?hP>v3niDh0`Z0OBeNqBN$&aDo)3gaaUiw+?-RQf+(SX#mw+H$jE6jo!
zImjeS_uAUmZ3hi~Nl&~I7nvNg!eDd~Sx7NK?u_H{dSkwQz?1&(%+p&jdkiZU<z;i%
z?JGYS-xW*K?%j#9G^ie#7V`~9`h_v|(42_4*1dM0Hk=}U_oZPYaj>A1rFFgh24mt;
zI)*!Db7P|t-~DRXN!0kDp{KW0E?s3@%>a3Rp!3dm7|)Hmd<_qO#EiA0n{}u&p82ur
zM$$a0FnF$|4Ubm-JKeHG(~Q)?<Y_8tQI;~|rrqhYMS|C7bSnoHs~QE&TgC`l{r<gz
zgH*c-BPVe?Oif$eM|zEvB5g!=C#}W3+6*!b_CXh^&K=KJu0!$C9??r9LY=9KQizzl
zg9Oe7mnx$**pF7O9z~^573kD7x1=UO&0HnD>-$|~Pv32=S{2j>8?P8*B_)zno9+p5
z-W0wX%e!c^U(>15ZWYI0^hzl2Y;WV!hFa||5jmjEG2?Yy*@HxcAX}M;;qpYTvo&m_
zAoAfE?|$c%5mkrnN5X>9x6P3ohOE@9-|>%oJW&jrT2D(?Jl?y$;dl=#k`=IcD;3sN
zOMO_Kraua;&~UTdFij|H%;ynlHr+1mo%eFoyXaaz5Og;v<xFya<=#@pj9S20Mj*tw
zeu3}xlz_DCQD4{XO|#MuxZvK;$M5wHCba@KN=$rnM?_-vyH1sB?Vy-whGNP`O(I{J
z59!y*gpWu^9J70s7R7g!`o#tD+@lMu!xDA4WZ)&k+%ukFz%b{#D|Nh@oZf8BFfP{J
zsAf*i=UldtB`ptVF`qnecBWYdYiE|9-riTJ3|g#=I7>OH?q8MS#N1Ijlh1D+agphf
z!l^83TwV*+U!0YyCCkO&tkvIn_$1HX@~ch^tp}gwHaC)ZAC2W5d;%&Cz|{07a(s4E
zlhWZ&zgkfs&>_7orB>S4yc)RW`|VqA+@wecIxw|!wyFALtn!r{6Mf?j9IeP0!Cv6w
z^!8<W%=VX>Ga7@gW8vO9xp9V1%`rpn#!-hQY=Ah~o)~V|Q|k|!0a6?HTVhsrw|FNa
z-q`JjUoY>NZ}aWNGO)oC8M2;k-ScoGs=jy{a~Kx5b(4PYX8ESozKFMdo2DaQalh-<
z8Fw@7nZhCOdQ(PsGKgl<tFHK-F~nnH1_SXWguSj@o?_p1+?gVTZH`B8*5z3<f`Rx|
z>}I@EOka&mtxgJN^PETwn4L(Y#Wc8AkSF8ek!_ovZL{oWmi9SY!FEsVO)pyZJ+O$k
zgm_Mz>_($A_FT+I)IA4Xz4Uqo#H|F~b0ph`4`7LN_f{xRLr&~TU#@1)A37h1Kf<}S
zeMOyVjw+ghGu^ecP5(+5`;BMj5GBndO|ugB@Z9S0=?$Bt<gyeK`HV8<NZQL9w<%pO
z7m;Xk20)rjlqe~4NQ9m;;-_&we5ac8ZY*l;Ag-3a3Cuq%5!Wx=>9KzxvXpQv65`&w
z`P~ap{9bq;^uk&)`t~tZnV?xa$87Ki-~K4tk2{?;Ief*cK=xzhm$UIYXJf4g)QAj~
z6rjkXwlD)%S?ZWUbk4Ic65SOV>!F_)Zmqt@bYcWFVgvGa@ipb|AL80WXxBy}LvfMp
zS@zwMs-a7VDXhK6a-R)XuH$X@m=Jisl0$jLi?;~_3wgfd>wOAV--xQh07aVQ2+#Ow
zYTEY~zw3B0H@zmL!J*hYe&@3;z4LhQwPnHC^Mn4xA}JFRl(GZfbQ`XtyVA<261tqC
zM4pf^)E?}kY#%cx&h6Cg1@;`H8lon??)=!Hba_c5U@VrS3(hpZOG1US)b3VE1FUD9
zZ`pM3h2?Oa-5Ix5{#a`py=BO^&y<?$v`tU+7-Tbj2akT#3ACcNWp~$`$fH9T(;!@c
zvEy4Q5P9uE3S<}cRWv61%sC~z>(`-?-}C8BjT)QcfaGF`L!s{X*?7U@<LV$Tudw%(
zr6-&MFCkRIAKRGGxkw{@r6Zc|aF0Gjs$P)YBDtug2dP+{I7Rdla6DKG`Ylm98AH)V
zNwJk6_FhQ31>DW$3_4Y`EdZxebsV~1d5JE!!!V^8cLJmI8{N~WrI22n+l`|%&7#52
zgWds(&-BSeTvy`<S#40>q<$5CWvq)<>&$M64o$PmK@2dW$SL!8qYJs_b9?IuhMEv_
z*%5fnfzcxT7>KxI_>|kc0<6RQdK=>sMZ|Hvc%X8fw^?&2CBeFf@+F8*oE;Gw0(!y3
z_5ovedgGeqDSSDxncwG8=&bEyaf`Z&1O4qCAy2@`<rTovXRRaGi6rv{g1!V6XVtfv
z)V8FN$a$q31>Y0wxjv)1np6FI`UYE#X2T<U?}LN+t38B6Cdc+)N0f&LJn&FEd92-7
zV|}@Aysxk|`o+rImp!}U&oQs!-FOi#)e3dF^htqxaQ81%-x}?M_H(6Zt#d(}az$Hm
z8}-cLDVa+~1+TwdY$KIO5^X(+Zyfzx0$U&1Y_UlUo}L=4ohqr_O)d!*bCIkoXRI~5
zID5obhg^4_0hVo95gHiuBcLVIY~qOv`!e3>9`oG6yJ7);HvNl2JP@W<4wXfZMHL1N
zt`Sn1ZYS5iN^~-QsU{pW?$9foswN#g?z<Pn?Y?Umlyb}|B2Q0OD#)dW;jiw?gmA2b
z>O1Wr-HhW)K{~5xr$A^?&5T3Sc$%{i0PP;lyj6K{>qWPCy6L;RyLC6e8DKW-jy(wk
z9&|J5**MG$hsX6z#?9Yw-LIdY4&d?vm|mLK8anPXsa+V(Wzg?A7>Hh$+vwAa^Cl4`
zH7z;7&80f@_7lFegW5QIU2xz#LswT$o7go?U+VnED|^DFRXATR-cah%#Z#4Cj_wur
zDz0gdUS#cf2TcZ3iZUdy?v?OogJ{eAPog@e>1Bp-a-;Q2NA97qc6E#iIJydz0rm=f
z1u0+bn?DMNfHCA#J)WFG%b)t%%5WXxNIe2MCDbY}1)tJJg!eDI`_yfH-wWH{{5-|p
zFZeQ*-{A=1eMDllCEgT=WpSF4NbfXwAx<G4zV(4aU1ULx;OJ43c9|OD*%5;*eeHuj
z-<9yu&<8dyR0s5%c75xOj(I*sJ4UWA&30-pG4`%iPTeC#l<h-3AB-f#l;niGoh^_F
z+2@ZUbPToxxJ0-zY;7dv_1PvSHsH<P-5B?+aNbXuyuA6G#d97l9JN*Y?oKs*dkf@b
zvIiH}I8u1-QZMG|c$b4~z)6L5kVdIJW0e19l68}X!|jAQ!L>P~Lyq<@e&*Z9r4BP|
z>ZU+TO6SO;FlQCYgDtWyV4A@qjpEo$vn%D!wCMyTf?T7esCE10r9SHy4kFE)XLO^L
zfn}Rd`F3Wm^ayx$j~RPpd~q4TylssOG;13eo}g;`7*6B6zGPJW7=PUCc?Gp_0s=S0
zB)4wRb<kO4v&Hy>Txxu`>;<WX+BdSn2fV8sE8VB7H3)mJZ|qI3E4)^dO&FJpu}8sg
z<nJ_L_&!)~v>JB`)fx!)=k3`M6Gd1^d=i{$JKmvOvMjy1-=|{wz}||LI`@-c?Ltio
zGlzM!P6KU9;*AP>{~c;OuNdeh__tB=KKIg5>1x27-C)!FdVRdR!Po=7ZH7v!2eIEF
z-YLb}Jv-VS0(>=mMs(|{HBXBeE9poLg*!@=4(5B3#Y08!)`r~=ozoLPy!7={w%DiY
zJ(My+uGo1d68dHIFj(TL<f-|Y>6Pb_$?BXG|4(0s63sY4hXDsbvv~@Suckuc!NHF~
zBQ7|2-FL_mmI`D)G6KBPHl(82LU@`rmpyxi1t`$Qj!yC4pgMwCn@&#5w@aI?R{F16
zlt>@P=ePs=hYY6!SqJT%g7;AQ`I;C<r*OBNoZ}Cs`EtxW_un#5W~Ni!5wYrOm1j`}
zFH35SOf_o+R2>o*i?bR;Y;}s}D+Cq$J6U^3JT2uJkANB!%wcrPcow{Ilz4OB6-5as
zrR@nFzuznI8>zOa4u8Zmq4L4(@{QFSs|w;udk2WUkU9pfA;n{*;b^w@YpKs~P3o@;
zc6dDtzV_B;QZ{Nrk2~R!ebCCOu)mXEhii+CP=a<P71cvso4M=v=p(r8zA%(LBHvKv
z9arK=e6ipmlNDJux;-6{yMoLqd>|aSSGigA7(t$MJ#@46^TZ6>Y&q&GJ>$A&uA}a$
z{)V5uHLqTxS+H(B@{GC$M!F^1d{6q&>`e|(t*ob)Q!p@zA$;s2d_0B5;eK!ap2WDA
zr#8w}<{hO)d0wl(3+rHHX`VZI7Lt{+N1A*KY-z+}CLl900YT?<s!nDJJgVrq&0|$)
zps}xSi5_@~-y#zD#L&Mth*GIkMpBzIbY0QknFn51({-Ejty|PEMG)I$-U}1a2m%?s
z$!LoZ1LF9((q*m>ObP}?K9BUTbLFrPkOw|{0_y$}YE8aAq{so&yb=3WpadFSoY(6z
zrm9B^3c<Z-dG8joeQ@7Ud!mfDI;EAw_e&vV_lQ1Rgi%o@%=AfdNMSsotm#Ve^PM#+
zyj7d{*8!IifjG?CVUj^?7ATFz!f7&PnLO#W;L)vmk1k*NA%!zz;gzc(W~cAOUk^qu
zE_s10Tc~a3<q`HnXK!o2BVvX6gih-=)ArfWh4Vhw-vrJo#WAqqN7H5cd^ogPPm32|
zyVJGKbMqpd|9~Qk@MC_ot-KW7s$#abDSbHAkVJa6R_o^nDAgws%Hvf6Yj_hd_I_h@
zxx|P>Rm5r0%lewl;{+TT#2`P~`Bb!TN4)P~!*g?Qt$N2><Fw!%VAlK;;7q%zpe&DK
ztd!p<Q6Y&_8s?^N>77vEo(srwoZIS+<QpCB>h5Z0ONlYA&(7sgdd#(ESQ4qmy%wQe
z9&3PN)4!7EkFP;b$w;~oT?$(V+2Z#2(1CNMUy(K?T!dC!T5NFo*zA5sTHDE%Ncl0_
zy?gqU?}uH1?^N{y5u=~(GONGo0B2snowt%KP)Q{vdTIx}=%K*@Zf~Fk;){n<DxvL-
zr=AoER`x0Az`j{MfRehsPsVhbt<dB4d3%N|LDXD|;}h0H^NidyCwA7LF5*M9<<AQ&
z{rWPR6lthw+ZsZeHTJKPCq>xW>*+}`G*B1|Ah?n>e901{H6IdaMN1Z4azPm-+ejfq
zwc2l6#XKW0_eLbTQSPJBS_lu;J%N2t<)y{PP2z2*WXFDSa3#}Tc(}=>9v@2++QTvO
zebOTD262{)`{MpSw`lOLn~?C}NVqdYJ7%sIAO-@22x;6&u_vvl+N<;?f@IT3K~Skg
zg+JpKnl`%VVS`A{T}>qcg6H$7efNWXw_Hw~S$^%I+yPa$4yv^2FCLe>3&yAS_yHvn
zuN}jURjti7ui<}`xeg_8{6H$(VE0kV5vQNn^eJ@%>f?o6@EFU7aaI@lDVA6t+;2Wz
z`PIwmJ^7WgZ!((Jo!50z2_dHj`<5%SW*EgY`hBI9*(V_lfMUUE0*)-VA;Oo0P55(&
zOo;|Bqg8?}#q7}c@C_j=qFZ;FY4GM7+81@Jk10s!Zj~VKv8h)rTwn24G{XK=Cc>c2
zhUbnU4Ppu5XTrWq_*Ad0l{uL!$Zk$Xx`}4?M4S~Kgh`aS6|}XkfK5<i#2$i#g5+sZ
zFc-*_V@?*#8P{CiZqjCFTw13vTlwuT3!c%UYBTCrbTam3wJFH3xM$CBDj|7a>mjzU
zbPqA5?V}$irtR}RWKJqmunwLeduT9}kTwaTgua`p$f#_7n7+^Y&N$;y=mg$7ku2<8
z<aqX6u%$!d7^|Unm4@Q?<&Vs3jnf<r6TlQ}-5u)+j-Ey%9Ln)xmVrsJtqH%cU()hZ
zM`ubQUPKa!xC|AK3*bH;1P{OB@|w`{e!O*6=<Wq5;fqF5T|CN<PpcSlm|sIL(Bmio
ziFzNSK882z;RP||kZc7oMAJCt!oG^DH&YdsBQOYSZA<m5ZyMVp?Sk=GO92}Gg_j9^
z?Yc<>vV&0*z&)8}i8>3GcUk(6e1ZcF1l^NY+ovZhoCcYz+IZCRk|kI|>2gJ@p3;<F
z_Y&di+K0Z)YQnJ5xf6?TJUq73Z4iKdrL9tA5NO3%de0?Vpk90}nBX}JH_A`uJG%)k
zP}y=W-T9uUt0%LVeJ|Y>QWc?UIeD}esNqKST!~MDcZ%Zd<w$p8KN3E~&A|B<g?ng(
zcqQ?22URLHb^BACrf3%9$7<1Gs9g`mY|xEpqp|0W`J>2;egZJ&tF@YV4Cmm@5xg@Q
z@0r;p?;+*`%-8ax%KG8iPsVvKhLWljJ=OCxwT3fBGL_j@SM5=q;H|`n+<n~V&Blsj
zbhP*}h1h}>d-o#e47-j3!Vs07Xe=iaY53HQ>7(O1i<prww2n-E=~>siLZ|LbjN2@B
zopu><z!w?3&jfeEBaAp%)(STxxoA6Hqh(Ti-w7p8AE71D^OZ{m&%6((cAj5ClO!rb
zIi$pbMe5#EhR|l|?`({Cs7<|j#J9NrdD^<5ZsHA}kR7egZ9j)zrQ_Y?@BAlmUQzFr
z2MwAiw+9tTPeiMA79tarlV5QUo@mH9x?P3w#2aX2eB$DDl-9YKuo0HA*0S}%i2&cw
zns+6ls&_&^D<@e}P;b4%j9mnlnobCKq@igwP@k)}{w%#j^I;QIFXByWAuqpbNQ4F5
zEix6wWhv=!@?h~>Y{#35rdpjxB4Inl9M5NlEfUh<Xqmyn%fUypHYw=A)U=JJx#V>V
zei8EbFQ1StRffyGVLX17ug1jZ_hf^!ts}Wv?wN$pD#hCr+9g~56tzdB(;1?-x~BVk
zZqas;EO7Yd_6JQ`JDI28L!N73&PH0qJmc#JM@LSN<8qDTta6rf1nm;-B_rHrj0yX7
zBzK1`_qyu*9;}`mDMY4Tt@af)Hr;d5ExXBU{oGN=rA97)Zli2*kQd_O<obLl7I&%9
zVgh~PZ7Jv-h)wYj?LTlk6=zsuXJw--iuRl0I|}J4&>Qx}G5=45196_PdC!2cS9Bsb
z*r!U&wq~s}QH*OQ=|Zydy(<&19m3r4cEY_Rif?`ji;L&3{PxYN61>SKc%xGD7Uk!c
z>I;wjA6Q#!9Tv=<`Df4adf`H2dGB#cZc!H{358BwXl8_)TpNY)M<+H0M!INIT&-we
z6+qj4W*COYvTsdDKiIi~;K;t`#MhQRBSP*=p_9JQ%g)|i13@6ROYLFrlRX|rZfBA=
z8<XZ+y_hAaCle=O)-l!Y_;^L>tG+<v+8TIjv-@jg3005x72t)TdlUnI_jsaneu{s7
zJkd`|6fpF6N)!mcAeIt^|DPyP;_ew(HUTM4xtHt^5vf_V1gxdKs&*UjM-D9FEznXQ
z{z&$w?*~dLC9y$``{ZGpadA6_@&q*Um-Cq~&_1EY{RsbBbTx%cG1C-%Q$Sx-nR<Me
z&qkQCn@9yUL-8QW;ysFovc5)h=C)Xt#Z{)e(|zvg+fkcNgO8MeqA79{&bcHao>P#B
zclc4`N;|BTF|7@IR^>9h&jkREY0z6iW%EUIR5@`9#C%L9{K?0(^Qg2NjyOYK))imM
zc|=^%&sKvf4AfxaSiV{l6SR$yj7>aLwB&m!sJ-xoaPA42Eq;_DzG(j&!`S{g?rCtm
z&T<yo@-|PYI2oNu(Bhjb3GKxcL_mGCcD*FU-h^BDhe<u(O_IE>wae_KGcmPF**PV>
zPv{cTrF`xUZPh#j0fMeRV2;<rlnQ^Pe%-vuepWHC>KG<V!NGXeD{-iF+C2N|?3&31
zqW2$1{w{LR|BJ{8f&ay31HzJ<U}FaY0{<y`rFtruNug^e+@c#y&`)1u?~t*q;1^m5
z5`Wr7E+kb=v}7XaUlQ}5c`?g$X{!u!^H%w~+<Leey0dui7NtTEgp0<mITe{|mqFt?
zg-(BFHUPA~93JJG7VQ{xD?iN~$pC7l)pOx`GJJ)sa0Z0S=}Z6YmBR}zV&%>la3R%c
z6k#u%k>}ferV+~*N_Q^|UtY5XL|^k8Bp+$G{lcKsQdh_lhyK&!3`vHs_x*4Z*xz4c
z<@X}`O7!WKKhO`-0KvXX&fip2E_^K)`<@GZJi3N28X{Cd5F(_cY`<XLNF<jMsZ9Qf
zhm*DChKzqpG;RoMiw}6tgi)6&K#x?m(%d49s?$diU5g@dAwj}E3NOq(Uc&wUc&T3@
zDeU@p9v-~4I|5|pz0FS;NN;z#FW#fO)+DOP^7VsK#O3FEoMbRl`MZri$-Rm<gdOwv
z38@q_a7e!LGm(=DT-92-!%xF!cSoO$0!R7kC4ZbDyTCwo^$4(^f^d+}his2)6!?YZ
zjqNENmxO5EEoS17B~SUW>=tl63va=Fp_-a>fdHhQgWGZQ2}9Ziu>1$`t}013LGATd
zlztpZmceFE5=S`2;1&8e<;d?q@0NBL(ibYT`pG3Ze@DyBUFzUN-hR9eGLpP_jhKP6
z-&Q$X5R)AOAF+L;Gd<MzzPl<x0H7%k;}^SMzL&0Nvni-@on7lItaOTBqKr9KCq27*
z`0Y`SkuM?jgAL<R6@hV^M<pYhHt!~kjLO7rY?WmYDq%%m>A8clX7bFc%}vVd1gn=`
zbCEhwlhQsPr{|kEqUU>(J8`3IMyLDpLj%lG4oX08w0reoN&J~%U)iv=lh|2RbODp#
z-nSKjsTyM&!Ght*47ZXz@g8R9*mO6+g01ha-qm_}vm<L8`zPD<4Y8~2-#zZ|`BqE3
z4m>K35gqOjboHLGmNH<#6N>i6XjfZTO?!IASTC-fe5o4WrQf)_ytgVx<GF`A${Sw~
z<pX4VaO;@dvf#wh1qR8=To*Rjpb7-mPOwu4ONeffHOgIPCi9T~O4b-tw{?$vkcQFD
zvt^I$wW-P^7ge6nE;YN3l``9BcD>kKC8*E6ODUISJ%NfQ5e*#-Os4>eI{G|i#z)ZL
zI`;%UPvmfDB*Mz{Oy}&Gpz37cM>&2|ULJBK1<cvI!PL3%zIBkJ%TDVJcF7iy&wj_F
zFACZU%lJwXll;E++^XaE3C3g9v)kiW)6z|o0$gsB7|7^rsg-r@=g%i;JsTy{lT)9L
z#n<1@zghgU1ID^WkZsskAZT_yR7Dy}HZH9`$nCR|)gX=hnJ~03R47JbC0#})Oev_)
zEh{?tNvyQ{vR2~i=XuN~=JXJJ#He(6yi`{dys8~IS(@6Bs9#O(?UothW2(X7W3`wQ
zSjV>`AY+_(H1QU&)iWL$zw%)9R!H(LZDvqrX4qgaJ3X>eG-6N@wG^jw@6rC!0Cmg@
zM_R>&2c5+wU2)xS$%TthTK+-0hEb7)=7W9rGrH8l^NNvdw`CR|j70YMX`u`|<HjI^
zMu|$sX4#tNN%r|&<XYoI*z~NpvEuyus#bbBtLv6(sO)g_Byc`b@9pi_<l<cJNHXs3
zssY*}?4jrWa7IW>sZ8qD<f@IP$3p~Td52Wl2-;ofA${$v`{~>GT{x+`8>Du2Qlm*^
zg6)MSy7YNo%!iXmF@`;9Q}2QGz}CQb<e>UfZtrIWG;`c?huLIxZqEv6H$-IM9b!Qj
zoNs!ZL_Z12p5a^o?WKTlQ$dueAhuf&SqBu<qHrBuxQs4bKo@>Q7fzuI$IhH;d8?}$
z6K-ZQ&xjENt`iqrCk9Xu7f=ubD1$SH3GiM}2folzA}WZYd+>xSEi!RnKn?vRqx4Wy
z|D@BISw*B!VK2*(2<FJ)t9i4;i6yUQ%fz$T9EEp~`+`)1m~lbtSPWKbQo%~bL2ifr
z7<?g_PW)UM-6@)P{B7+mI<%lbM<PAS_;BAC@`=@hZ1fxJcQwhR;Q-%N2;LE$c>N6D
zs^0ZFUY*gv;q~J>&S}BrQZ2$mXU6iCW4Uic9~if)=iQyb-kj1I0KOH5X~xj%L5y=D
zuPn!<frEI*rgf5#=}KV8={ZFm+iNwUzniYk$*+F9(2#M#vTz}>EL`VPm<B)=ZRLov
z2gq7sDY2wc2n-U1O**Gy6A%{o{lY_tAB3H}1pjgFO4T;RXo84NxV@&BKC&0Zlk#gl
zA@)a4-&u2!6phFuO0~{gzBW<cuIgZrr^kAO$%b+1@K(EOK89BxXwvWFY<eyCX3@4Z
zAgU2H`xMcNQ;|7G_CdOcP#vg*_o|iSYV?rvovxdgHJHd=ZTtB|$}!OllQtNg5X8AE
zAPGW<T|O7#7KqZ~r-)0k>=8cMj=sSeBG%G#^%?{qNwmr#ukC?h;p#Jx?+SkqzFo6m
z8L|8slnUW_nhE(d)<X>LK;BqnPDCc{vXu08DHnoG;>n%_e!|tG&HH#8CruSvIHE#z
z^-bpemKRC1YeDIsA`<vH2zwNAhzz?8^mwu<`Y|_Gy~r7M$YCj$W1(_XX;Iqc{#70n
z9JKLNLY;O293knk&tk%Oq8Nmvt|SxPS7WucpnSa}#~X%R>v$M6bzz`JGlDzRJd7w+
zzL$p9?^#O9+<G8Wkx#cr3q5_H3O%<R&;Ht11@4SyIP`&`D*JP5#Zul8%D`5Qkl<2(
zNxm|R#<#eL@Dr%<!+6-!SAwIQEuhtAGg5;5HdR?75gI3;4V>9G=cv586<BSQPu2W+
zyDu}c!eUP(e{yuyGdS4&+lNL|eC*C*R-|=*mq>nI=^MJq4YWw~n#owxgno0TQ@g;i
ze#}Fwsqo6DM<i7Gx|)^>n?x4fPH1E9Ryz8F)S<R9M<DiD#`^8ffsdwi(M|$o!vTyz
zFq-nh^bz2U&eSl6=;*gN_nMkx&ogysX?6K{aJh|J6>b(WImzHr^OwfsK%GQ$Upfdh
z!hq(uX?J>iF{@O>d`FPYxzzLR8rdFB#4((+RybmY!MRpA=)?}D7-FyztCIMcvIxJ5
z$zqbF?WE=H3LAT{<Ts!8DyA$s#0fPkV`h3Q32|J(Cn<oDL^_)meGcr_hR+br50Ti9
z)M#yn?0{68lQa-mCvFT-*YCyZJ(D_bR@aljoR}c*JaI2SVL?DdV#Xu;j2?BcX%RoX
zZ!<<+99E{3wfKy$U5TSWxUT!|7q4B({z@gKS8H{0mT|8VR6MV1oaJvCW(JNohP1a2
z$HEUQjp~d}s~EKfXQvB|Bp7V6JwWxwxjH**t;lU1Y{zA{80`DIjw|%5<0_+U%pEOQ
zAi^MifTokF<2f;+u8Q){3rZD~BOD2Lg#UUVr>KOBEgWHqa%3?@nWJsQSU0QdSy|9X
zF;*P`6`+c(6v_fE?`DtEbW^>LaI-`RBUvTHuZX(9T&!)av1lwV)>bwSFc&daIF<qr
z1;ZYnCj(eneiU)E6l1-6p24E4qRt|Pu}858^MQB~KrAPppfDd)Pyh)u6Xd~i^noD&
zESDn)#0wIJfk80rxbxeKRs0I}NYox_2Gfw1{Y@YCOpMjS(a{zL06054^EpHKF!tsE
zkg%{Y00;(v!MxZKybi85j&K)V8;6@eL4L=PMmZqt(YB6gj19{<F5DF3<S53<dameS
zuiq+WZTl}pHV%A0D#?eySOZ+(wg3<x5bzH|Dk}f8n6>raN+J>e60>!(xB5{jBm#i4
zLRp`aB4Ray{#MTR5B~U*nb-`h5agePuyOm%i+`1J`6>3p`9FOkiVZnT1%pJJxk_WF
z0dZ{11bBfUUI_3$7zh&p!GPFPAs7%S3iwOOUw-|8A!Uy`pGN*31M)|VKa~6n#_uip
zA5i{m$#1RxN7=vN{Lp~0zmLIKiQh%oV@$EXQB{|gRe@Wg>{-D4EM^#c79ET|@@Jj?
zSo+UEDk?B(48rL=N($2APEKefOpqTU02dYz;^h|*fb#N#O@X|o{QL-BAP@zCKoO=8
zegymn?4M=-4OhX&!4YnQK>d!(4-|$9KtcT2o`Qm7afOk*rbrZm*Hi!mM52U%NHF53
zxmesk$o?CygOlk)6vFWj5yr;(M?cd<+5I{7_Y5nvI20rbIPWvq!(WK!`9D(sEctuw
z{#}zO5&^@y)*9|84!5<nLL=bkoe_X-t)hTmS-%vVmv=-vTA}`;^xTrWR)49(FKf?7
z3z!w$#$1fmg%^o3gF9I{vI72s@x$;xgZwb!ulmkyK>ivz{(|zqY02MfJ+}vO-jy)+
ze`Cv^BY}0vFRzGeqTn|FNfiH9ktjA;Fm-zj(g}gG7ymiPV|xyZGTPK0ZtsfiJbVIt
zAgGY&c~pND{6kF7)0I%J&e-nd@W-H>BfG#fe~`8Q7;n%hq_{Nfe7pgIARr(=zc57j
z2kgI<`ZKx<ObTOd3%7CocXVvV&k^-^*ZuUzA7+Lh89!68^A2{-1N>{!`(5UzSO2#@
zf7RuGO9K}7ze@fi=l<7S|8>`Y<bnUF@PAv^f8F&TdEh@P{NL8~|IJ-jel44^yJTXl
z&e%oq->u7qf33^^aR=>RH}0Uo^Ls!4bms>Q2Hpp%7Z&w9_X6H?-vjm^^eS_`go1&%
z0eD<APZSUY^gaH=q**-j!=&=cYP@A7I0V28W5lF6e`6RJ_@5XC68;}8vwGin<;fk2
z=W{wShE<#eDYCMc!%DMQI4#8HAE0m7+R+ov)`8waznr$tiIAsWDAJXdS?X<Ryr@Ml
z%l(kfYWk+jlHt1(^`I`jhf1G;oJ-_LJiANe#WZ1{9@z^ieO*#At*MdMkL_zUb&xkS
z?_CePUPPEeysyUG-1xFb0(2bU&OWHMtRO{)uWprR)><pbF@7tdw`utfqs}s~fdRh+
z&kO$d;ZvkA&&IB!<`gGEqNdN=Yz-I2*%fO4&NrZ6zWKS;sSdZdb`TW>NMWp;tZf`v
z1OV#xC?pzzz3^rMfyKrDZg*5c+CWrNQU)X|1Gx*85(3If^GgX~7lQ(_K!^+wBn$xw
zLc~R7WbXn&*lT1VA)p{wm|yCyfD}lO|1R(@2n+=RA=2W800kQ}%=z{R)+mkNcUnPU
zL4XDZ<A_Z^r)1FpXrkRv*b~Ul#-po&G6U!sfLI_bAj4l<Jr*;jrWY=<%d$&c#AC<9
zYm;CJJHz!ulH--6+_@zM^b5L%n*+KO7F4EaQU=rgtOGp0>=!XbVrKbRKE%Foo$p#_
z8IyGJ`sL6|kOs5f%Q+DjCr-<oaCw><{Nj-(PYvU?0OE!z3!Dl}okGt140s})rSuG%
oL>DgNU9cq}&-)u!W7oCzjxP2nGvX^)FA!g0W0O&nCBE{10C?+i_W%F@

literal 0
HcmV?d00001

diff --git a/Project/Solution-Coding-02-Data Mining Process.R b/Project/Solution-Coding-02-Data Mining Process.R
new file mode 100644
index 0000000..2ecb0c3
--- /dev/null
+++ b/Project/Solution-Coding-02-Data Mining Process.R	
@@ -0,0 +1,25 @@
+# Load data
+house.df <- read.csv("WestRoxbury.csv")
+
+# Extract the row numbers
+house.rows <- row.names(house.df)
+
+# Partition the row numbers into 10 equal subsets
+set.seed(100)
+house.rows.list <- list()
+for(i in 1:10){
+  house.rows.list[[i]] <- sample(house.rows, length(house.rows) / (10 - i + 1))
+  house.rows <- setdiff(house.rows, house.rows.list[[i]])
+}
+
+# Partition the data into 10 equal subsets
+house.df.list <- list()
+for(i in 1:10){
+  house.df.list[[i]] <- house.df[house.rows.list[[i]],]
+}
+
+# Display the number of observations in each subset
+for(i in 1:10){
+  print(paste("Number of observations in subset", i,
+              "=", dim(house.df.list[[i]])[1]))
+}
\ No newline at end of file
diff --git a/Project/Telco-Customer-Churn.csv b/Project/Telco-Customer-Churn.csv
new file mode 100644
index 0000000..883e597
--- /dev/null
+++ b/Project/Telco-Customer-Churn.csv
@@ -0,0 +1,7044 @@
+customerID,gender,SeniorCitizen,Partner,Dependents,tenure,PhoneService,MultipleLines,InternetService,OnlineSecurity,OnlineBackup,DeviceProtection,TechSupport,StreamingTV,StreamingMovies,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,Churn
+7590-VHVEG,Female,0,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.85,29.85,No
+5575-GNVDE,Male,0,No,No,34,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,56.95,1889.5,No
+3668-QPYBK,Male,0,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.85,108.15,Yes
+7795-CFOCW,Male,0,No,No,45,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),42.3,1840.75,No
+9237-HQITU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,151.65,Yes
+9305-CDSKC,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,820.5,Yes
+1452-KIOVK,Male,0,No,Yes,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,No
+6713-OKOMC,Female,0,No,No,10,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.75,301.9,No
+7892-POOKP,Female,0,Yes,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.8,3046.05,Yes
+6388-TABGU,Male,0,No,Yes,62,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,No
+9763-GRSKD,Male,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.95,587.45,No
+7469-LKBCI,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.95,326.8,No
+8091-TTVAX,Male,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),100.35,5681.1,No
+0280-XJGEX,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,Yes
+5129-JLPIS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,2686.05,No
+3655-SNQYZ,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,No
+8191-XWSZG,Female,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,1022.95,No
+9959-WOFKT,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),106.7,7382.25,No
+4190-MFLUW,Female,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,528.35,Yes
+4183-MYFRB,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,No
+8779-QRDMV,Male,1,No,No,1,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,39.65,39.65,Yes
+1680-VDCWW,Male,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,202.25,No
+1066-JKSGK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes
+3638-WEABW,Female,0,Yes,No,58,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),59.9,3505.1,No
+6322-HRPFA,Male,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.6,2970.3,No
+6865-JZNKO,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,No
+6467-CHFZW,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.35,4749.15,Yes
+8665-UTDHZ,Male,0,Yes,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,Yes
+5248-YGIJN,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,No
+8773-HHUOZ,Female,0,No,Yes,17,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,Yes
+3841-NFECX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),96.35,6766.95,No
+4929-XIHVW,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.5,181.65,No
+6827-IEAUQ,Female,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,No
+7310-EGVHZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,20.2,No
+3413-BMNZE,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.25,45.25,No
+6234-RAAPL,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),99.9,7251.7,No
+6047-YHPVI,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,316.9,Yes
+6572-ADKRS,Female,0,No,No,46,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,No
+5380-WJKOV,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,3549.25,Yes
+8168-UQWWF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,Yes
+8865-TNMNX,Male,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,49.55,475.7,No
+9489-DEDVP,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,No
+9867-JCZSP,Female,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,418.25,No
+4671-VJLCL,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.85,4861.45,No
+4080-IIARD,Female,0,Yes,No,13,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,76.2,981.45,No
+3714-NTNFO,Female,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,No
+5948-UJZLF,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,97,No
+7760-OYPDY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.65,144.15,Yes
+7639-LIAYI,Male,0,No,No,52,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.75,4217.8,No
+2954-PIBKO,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.15,4254.1,No
+8012-SOUDQ,Female,1,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.25,3838.75,No
+9420-LOJKX,Female,0,No,No,15,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,Yes
+6575-SUVOI,Female,1,Yes,No,25,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,No
+7495-OOKFY,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Yes
+4667-QONEA,Female,1,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,No
+1658-BYGOY,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,1752.55,Yes
+8769-KKTPH,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),99.65,6311.2,No
+5067-XJQFU,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.45,7076.35,No
+3957-SQXML,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.95,894.3,No
+5954-BDFSG,Female,0,No,No,72,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,No
+0434-CSFON,Female,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,4707.1,No
+1215-FIGMP,Male,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,No
+0526-SXDJP,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962,No
+0557-ASKVU,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),54.4,957.1,No
+5698-BQJOH,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,857.25,Yes
+5122-CYFXA,Female,0,No,No,3,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.3,244.1,No
+8627-ZYGSZ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Electronic check,78.9,3650.35,No
+3410-YOQBQ,Female,0,No,No,31,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,79.2,2497.2,No
+3170-NMYVV,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,930.9,No
+7410-OIEDU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.85,887.35,No
+2273-QCKXA,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.05,49.05,No
+0731-EBJQB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,No
+1891-QRQSA,Male,1,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,7099,No
+8028-PNXHQ,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.25,1424.6,No
+5630-AHZIL,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,No
+2673-CXQEU,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,110.5,6139.5,No
+6416-JNVRK,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),55.65,2688.85,No
+5590-ZSKRV,Female,0,Yes,Yes,8,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.65,482.25,No
+0191-ZHSKZ,Male,1,No,No,30,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.75,2111.3,No
+3887-PBQAO,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,No
+5919-TMRGD,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.35,79.35,Yes
+8108-UXRQN,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,50.55,565.35,No
+9191-MYQKX,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Yes
+9919-YLNNG,Female,0,No,No,42,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,No
+0318-ZOPWS,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.15,973.35,No
+4445-ZJNMU,Male,0,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,918.75,No
+4808-YNLEU,Female,0,Yes,No,35,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),62.15,2215.45,No
+1862-QRWPE,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1057,No
+2796-NNUFI,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,927.1,No
+3016-KSVCP,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,No
+4767-HZZHQ,Male,0,Yes,Yes,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,No
+2424-WVHPL,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,No
+7233-PAHHL,Male,0,Yes,Yes,66,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84,5714.25,No
+6067-NGCEU,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),111.05,7107,No
+9848-JQJTX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),100.9,7459.05,No
+8637-XJIVR,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,927.35,Yes
+9803-FTJCG,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,No
+0278-YXOOG,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.05,113.85,Yes
+3212-KXOCR,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21,1107.2,No
+4598-XLKNJ,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,2514.5,Yes
+6380-ARCEH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No
+3679-XASPY,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No
+7123-WQUHX,Male,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95,3605.6,No
+5386-THSLQ,Female,1,Yes,No,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,No
+3192-NQECA,Male,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110,7611.85,Yes
+6180-YBIQI,Male,0,No,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,100.2,No
+6728-DKUCO,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.15,7303.05,No
+9750-BOOHV,Female,0,No,No,32,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,30.15,927.65,No
+8597-CWYHH,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Mailed check,94.35,3921.3,No
+2848-YXSMW,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1363.25,No
+0486-HECZI,Male,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.75,5238.9,Yes
+4549-ZDQYY,Female,0,No,No,52,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),57.95,3042.25,No
+5712-AHQNN,Female,0,No,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,No
+4846-WHAFZ,Female,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,2868.15,Yes
+5256-SKJGO,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,54.6,3423.5,No
+3071-VBYPO,Male,0,Yes,Yes,3,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,No
+9560-BBZXK,Female,0,No,No,36,No,No phone service,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),31.05,1126.35,No
+5299-RULOA,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,1064.65,Yes
+8402-OOOHJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.65,835.15,No
+9445-ZUEQE,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,No
+1091-SOZGA,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.8,5515.45,No
+2928-HLDBA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,112.75,No
+0404-SWRVG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,229.55,Yes
+6497-TILVL,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.7,350.35,No
+7219-TLZHO,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,62.9,No
+4622-YNKIJ,Male,0,No,No,33,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Two year,Yes,Electronic check,88.95,3027.65,No
+4412-YLTKF,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.05,2135.5,Yes
+6734-PSBAW,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),23.55,1723.95,No
+3930-ZGWVE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No
+2639-UGMAZ,Male,1,No,No,71,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,56.45,3985.35,No
+2876-GZYZC,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,1215.65,No
+6207-WIOLX,Female,0,Yes,Yes,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,Yes
+8587-XYZSF,Male,0,No,No,67,Yes,No,DSL,No,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),50.55,3260.1,No
+3091-FYHKI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.45,35.45,Yes
+2372-HWUHI,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.35,81.25,Yes
+7799-LGRDP,Female,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1188.2,No
+7850-VWJUU,Female,0,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75,1778.5,No
+3774-VBNXY,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,1277.75,No
+6217-KDYWC,Male,0,No,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,1170.55,No
+0390-DCFDQ,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes
+3146-MSEGF,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,No
+4080-OGPJL,Female,0,No,No,8,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.15,563.65,Yes
+1095-WGNGG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.05,5971.25,No
+2636-SJDOU,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),84.3,5289.05,No
+1131-QQZEB,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,No
+5716-EZXZN,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),99.05,6416.7,No
+6837-BJYDQ,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,61.35,No
+2135-RXIHG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes
+6440-DKQGE,Male,0,No,Yes,30,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,No
+3466-BYAVD,Male,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.5,1071.4,No
+3780-YVMFA,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,68.55,564.35,No
+3874-EQOEP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95,655.5,Yes
+1679-JRFBR,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),108.15,7930.55,No
+9073-ZZIAY,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,86.1,5215.25,No
+3077-RSNTJ,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,113.5,No
+6551-GNYDG,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,No
+9167-APMXZ,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,No
+2749-CTKAJ,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,No
+6371-NZYEG,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Mailed check,64.25,1024,No
+7554-NEWDD,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,251.6,No
+8992-VONJD,Female,0,No,Yes,13,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,56,764.55,No
+0867-MKZVY,Female,0,Yes,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Yes
+4482-EWFMI,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,135.2,No
+4648-YPBTM,Male,0,No,No,53,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),73.9,3958.25,No
+2907-ILJBN,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,233.9,No
+6345-FZOQH,Male,0,Yes,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1363.45,No
+3376-BMGFE,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.9,273,Yes
+5997-OPVFA,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6254.45,No
+3445-HXXGF,Male,1,Yes,No,58,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,Yes
+1159-WFSGR,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.4,321.4,No
+7654-YWJUF,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),84.25,3539.25,No
+1875-QIVME,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,242.8,Yes
+6727-IOTLZ,Male,0,Yes,No,14,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81.95,1181.75,No
+0691-JVSYA,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.85,5000.2,Yes
+5918-VUKWP,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.55,654.55,No
+1744-JHKYS,Female,0,Yes,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,24.7,780.2,No
+2656-FMOKZ,Female,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Yes
+2070-FNEXE,Female,1,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Yes
+5947-SGKCL,Female,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,No
+3712-PKXZA,Male,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252,No
+6317-YPKDH,Female,0,No,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.95,29.95,Yes
+6582-OIVSP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.3,45.3,No
+9367-WXLCH,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Yes
+5524-KHNJP,Male,0,Yes,Yes,33,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,No
+1918-ZBFQJ,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Yes
+1024-GUALD,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes
+4827-USJHP,Male,0,No,No,20,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.8,1023.85,No
+8167-GJLRN,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,No
+0956-SYCWG,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,No
+8017-UVSZU,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.6,2379.1,No
+7100-FQPRV,Male,0,Yes,Yes,43,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),71.9,3173.35,No
+2472-OVKUP,Male,0,Yes,No,6,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,91,531,Yes
+2984-RGEYA,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1375.4,No
+9680-NIAUV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,No
+2146-EGVDT,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1192.7,No
+2604-IJPDU,Female,0,Yes,No,20,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.55,1901.65,No
+9178-JHUVJ,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,587.4,No
+6168-YBYNP,Male,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.35,6519.75,No
+7255-SSFBC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.25,8041.65,No
+3645-DEYGF,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,20.75,No
+9323-HGFWY,Female,0,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),101.9,2681.15,No
+8544-GOQSH,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,No
+3363-DTIVD,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,7405.5,No
+7018-WBJNK,Male,0,No,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,No
+9142-KZXOP,Male,0,No,No,44,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,No
+7674-YTAFD,Female,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),79.95,2684.85,No
+6348-SNFUS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,No
+1285-OKIPP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.9,79.9,Yes
+7825-ECJRF,Female,0,No,No,19,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.6,1934.45,Yes
+1347-KTTTA,Male,0,Yes,No,64,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6654.1,No
+7841-TZDMQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),46,84.5,Yes
+4195-NZGTA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,No
+7157-SMCFK,Male,0,No,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,1124.2,No
+4709-LKHYG,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20,540.05,No
+2504-DSHIH,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.8,1975.85,No
+0699-NDKJM,Female,0,Yes,No,57,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,No
+9286-BHDQG,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,No
+0230-WEQUW,Male,0,Yes,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),56.6,3789.2,No
+2040-LDIWQ,Male,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5324.5,No
+6496-JDSSB,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80,624.6,No
+9408-SSNVZ,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,268.35,Yes
+4443-EMBNA,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1836.9,No
+6469-MRVET,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.2,20.2,No
+0742-MOABM,Male,0,Yes,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,179.35,Yes
+5961-VUSRV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.35,219.35,No
+6778-JFCMK,Male,0,No,No,24,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Mailed check,50.6,1288.75,No
+6341-JVQGF,Female,0,Yes,Yes,31,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,81.15,2545.75,No
+2232-DMLXU,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.2,55.2,Yes
+4811-JBUVU,Male,0,No,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,No
+0945-TSONX,Female,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.3,4107.25,No
+2651-ZCBXV,Male,0,No,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108,5760.65,No
+3316-UWXUY,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,No
+8937-RDTHP,Male,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,Yes
+7083-MIOPC,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1566.9,No
+1984-GPTEH,Female,0,No,No,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.15,702,No
+1251-KRREG,Male,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,Yes
+0621-JFHOL,Female,0,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Two year,Yes,Mailed check,29.6,299.05,No
+9903-LYSAB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.15,1305.95,No
+0094-OIFMO,Female,1,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95,1120.3,Yes
+9227-UAQFT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,No
+7301-ABVAD,Female,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.6,6350.5,No
+6614-FHDBO,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.2,7878.3,No
+7576-ASEJU,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),74.7,3187.65,No
+9058-HRZSV,Female,1,Yes,No,65,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,94.4,6126.15,No
+4522-AKYLR,Female,1,No,No,13,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,54.8,731.3,No
+0221-WMXNQ,Male,1,No,No,4,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,273.4,No
+0303-UNCIP,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65,2531.8,No
+9947-OTFQU,Male,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,1074.3,Yes
+0322-YINQP,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.55,48.55,Yes
+0959-WHOKV,Male,0,No,No,42,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,99,4298.45,No
+4075-JFPGR,Female,0,Yes,No,51,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,No
+4629-NRXKX,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,147.15,Yes
+9514-JDSKI,Male,1,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,40.2,40.2,Yes
+3282-ZISZV,Male,0,No,Yes,32,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),83.7,2633.3,No
+3675-YDUPJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,No
+4111-BNXIF,Female,0,Yes,Yes,67,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,59.55,4103.9,No
+7017-VFHAY,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.1,7008.15,No
+6655-LHBYW,Male,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,No
+4959-JOSRX,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Yes
+5046-NUHWD,Female,1,Yes,No,29,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45,1228.65,No
+7273-TEFQD,Male,1,No,No,3,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,41.15,132.2,Yes
+3606-TWKGI,Male,1,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,1364.3,Yes
+7529-ZDFXI,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.85,4925.35,No
+7605-BDWDC,Female,0,No,No,31,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,1520.1,No
+1950-KSVVJ,Female,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,113.3,5032.25,No
+0123-CRBRT,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,88.1,5526.75,No
+6292-TOSSS,Male,0,No,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.9,1195.25,No
+3197-ARFOY,Female,1,No,No,19,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105,2007.25,No
+6323-AYBRX,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Yes
+7014-ZZXAW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.25,1732.95,No
+4385-GZQXV,Female,1,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,1511.2,Yes
+7633-MVPUY,Male,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,No
+6366-ZGQGL,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),24.8,24.8,Yes
+4716-HHKQH,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,107.05,2172.05,No
+5940-AHUHD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.6,70.6,Yes
+6432-TWQLB,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.4,401.1,Yes
+4484-GLZOU,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,5624.85,Yes
+3179-GBRWV,Male,1,Yes,No,21,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,No
+8645-KWHJO,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55,771.95,No
+4130-MZLCC,Female,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.55,244.75,No
+0314-TKOSI,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,55.15,322.9,No
+8229-MYEJZ,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.2,498.25,No
+2080-SRCDE,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.4,25.4,No
+9577-WJVCQ,Female,0,No,No,68,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,54.45,3687.75,No
+9512-UIBFX,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,95.15,1779.95,Yes
+6202-DYYFX,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Credit card (automatic),76,1783.6,No
+3808-HFKDE,Female,0,No,No,20,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.35,927.15,No
+5583-SXDAG,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70,70,Yes
+3488-PGMQJ,Male,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,606.55,Yes
+3580-REOAC,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Yes
+7534-BFESC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,1712.7,Yes
+3727-OWVYD,Male,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,61.2,2021.2,No
+2294-SALNE,Male,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,No,Mailed check,86.8,1940.8,No
+4847-TAJYI,Female,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,567.8,No
+1563-IWQEX,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,220.35,No
+8203-XJZRC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,No
+6556-DBKZF,Female,0,Yes,Yes,71,Yes,No,Fiber optic,No,No,Yes,No,No,No,Two year,No,Electronic check,76.05,5436.45,No
+6851-WEFYX,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,3437.5,No
+2985-JUUBZ,Male,0,Yes,Yes,40,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.55,3015.75,No
+6390-DSAZX,Female,0,No,Yes,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.6,73.6,Yes
+0895-LMRSF,Male,0,No,No,23,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.9,1509.8,No
+8098-LLAZX,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,396.1,Yes
+8266-VBFQL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.4,356.65,No
+8181-YHCMF,Female,0,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.3,4109,No
+2240-HSJQD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,No
+1248-DYXUB,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,No
+0265-EDXBD,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,2303.35,Yes
+4115-BNPJY,Male,0,Yes,Yes,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,75.55,2054.4,No
+3167-SNQPL,Male,1,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,No
+4091-TVOCN,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,No
+1098-TDVUQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,No
+7277-OZCGZ,Female,0,No,No,22,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.05,1886.25,No
+1557-EMYVT,Female,0,No,No,43,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,4895.1,No
+2799-ARNLO,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,341.6,No
+7563-BIUPC,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.6,415.55,Yes
+5027-YOCXN,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),110.05,5686.4,No
+3973-SKMLN,Male,0,No,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1355.1,No
+2321-OMBXY,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,Yes
+2840-XANRC,Male,1,Yes,No,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,Yes
+6745-JEFZB,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,No
+5020-ZSTTY,Female,1,No,No,54,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),82.45,4350.1,Yes
+9880-TDQAC,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,60,4264,No
+8705-WZCYL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.8,44.8,No
+7102-JJVTX,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,No
+8626-PTQGE,Male,0,No,No,69,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,No
+4983-CLMLV,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,No
+5701-YVSVF,Female,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,82.9,880.05,No
+5804-LEPIM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,139.05,Yes
+5697-GOMBF,Female,1,Yes,Yes,28,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,No
+2739-CACDQ,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,No
+9385-EHGDO,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,No
+9498-FIMXL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,No
+2379-GYFLQ,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),94.9,4422.95,No
+0122-OAHPZ,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Yes
+2868-SNELZ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,80.6,155.8,Yes
+4322-RCYMT,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.8,5293.95,Yes
+6680-NENYN,Female,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,104.6,4759.85,Yes
+2088-IEBAU,Female,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,88.15,6148.45,No
+7982-VCELR,Female,0,No,No,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,No
+1343-EHPYB,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.4,6603,Yes
+6035-BXTTY,Female,1,No,No,32,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,No
+6885-PKOAM,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.75,6223.8,No
+7520-HQWJU,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,No
+9639-BUJXT,Male,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.5,1328.15,No
+5924-SNGKP,Female,0,No,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,865,No
+0021-IKXGC,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,No
+2034-GDRCN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.4,168.2,Yes
+8966-SNIZF,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.45,1303.5,No
+6243-OZGFH,Female,0,No,No,23,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.95,996.85,No
+4654-DLAMQ,Female,1,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97,6430.9,No
+0513-RBGPE,Male,0,Yes,Yes,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),62.8,2278.75,No
+5160-UXJED,Male,0,No,Yes,17,Yes,No,DSL,No,No,No,No,No,No,One year,No,Mailed check,44.6,681.4,No
+4115-NZRKS,Female,1,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.15,574.35,No
+0219-YTZUE,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Yes
+0623-IIHUG,Female,1,No,No,21,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,41.9,840.1,Yes
+4572-DVCGN,Female,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),80.25,846,Yes
+3351-NGXYI,Female,1,No,No,16,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.1,889,No
+8984-EYLLL,Male,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,6823.4,No
+9057-MSWCO,Male,1,Yes,No,27,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),30.75,805.1,Yes
+9833-TGFHX,Male,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Electronic check,97.1,4016.75,No
+9294-TDIPC,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,No
+5229-DTFYB,Female,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),98.8,3959.15,No
+0104-PPXDV,Male,0,Yes,No,58,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Credit card (automatic),50.3,2878.55,No
+5176-LMJXE,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.55,945.7,No
+3583-KRKMD,Male,0,No,No,18,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,No
+1010-DIAUQ,Male,0,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Yes
+9069-LGEUL,Male,0,Yes,No,23,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,No
+7302-ZHMHP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,19.15,No
+9571-EDEBV,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),98.65,6962.85,No
+3520-FJGCV,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.6,8126.65,No
+6563-VRERX,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,690.25,No
+0259-GBZSH,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,181.5,Yes
+6122-EFVKN,Male,0,No,Yes,24,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.75,830.8,No
+2805-EDJPQ,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,No
+6862-CQUMB,Male,0,No,No,37,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,No
+7156-MXBJE,Female,0,No,No,43,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),85.1,3662.25,No
+6158-HDPXZ,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.35,25.35,No
+9601-BRXPO,Female,0,Yes,No,25,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,Yes
+2863-IMQDR,Female,0,No,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,89.65,5308.7,No
+5686-CMAWK,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,No
+5651-CRHKQ,Female,0,Yes,No,41,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),86.2,3339.05,No
+6905-NIQIN,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.65,50.65,Yes
+8204-YJCLA,Male,1,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),64.8,4732.35,No
+5167-ZFFMM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Yes
+6583-SZVGP,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,5067.45,No
+4895-TMWIR,Male,1,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,214.75,Yes
+0533-BNWKF,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.45,4874.7,Yes
+1708-PBBOA,Female,0,No,No,42,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,No
+8782-LKFPK,Male,0,No,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.4,4063,No
+5522-JBWMO,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No
+3597-MVHJT,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,No
+9774-NRNAU,Male,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,No
+0224-RLWWD,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.3,89.3,No
+9967-ATRFS,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,367.55,No
+3951-NJCVI,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,3944.5,No
+2977-CEBSX,Female,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.05,5965.95,No
+0177-PXBAT,Male,1,Yes,No,33,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,No
+6599-CEBNN,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Yes
+2519-ERQOJ,Male,1,No,No,33,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,No
+5876-QMYLD,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,415.1,No
+2277-AXSDC,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,624.15,No
+9442-JTWDL,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,237.7,No
+0979-PHULV,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Yes
+3067-SVMTC,Female,0,Yes,No,68,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),55.9,3848.8,No
+5495-GPSRW,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,419.4,No
+7606-BPHHN,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,No
+4742-DRORA,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.4,5812,No
+0111-KLBQG,Male,1,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.95,2861.45,No
+4800-VHZKI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,Yes
+7989-CHGTL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes
+0334-GDDSO,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.35,233.7,Yes
+4163-NCJAK,Female,0,Yes,No,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,No
+5233-AOZUF,Female,0,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,2149.05,No
+5973-EJGDP,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.35,4473,No
+1996-DBMUS,Female,1,Yes,No,48,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,No
+7916-VCCPB,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,No
+4686-GEFRM,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.7,6858.9,No
+5249-QYHEX,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1024.7,No
+0578-SKVMF,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,83.3,1845.9,Yes
+5564-NEMQO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Yes
+2233-FAGXV,Female,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.3,132.25,No
+5605-IYGFG,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,No
+7663-ZTEGJ,Male,0,No,Yes,29,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),100.55,2830.45,No
+3935-TBRZZ,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,No
+8111-BKVDS,Female,0,No,No,10,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.7,449.3,No
+2055-SIFSS,Female,1,Yes,No,55,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,No
+2806-MLNTI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.1,5376.4,No
+8734-DKSTZ,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,No
+4360-PNRQB,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,No
+6152-ONASV,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),58.25,3975.7,No
+9063-ZGTUY,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,1182.55,Yes
+7781-HVGMK,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.2,4784.45,No
+2181-UAESM,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,No
+2957-LOLHO,Male,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,Yes
+6048-NJXHX,Male,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,19.75,899.45,No
+2320-SLKMB,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,No
+4980-URKXC,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,720.05,No
+4376-KFVRS,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8468.2,No
+5886-VLQVU,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,No
+3577-AMVUX,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,55.05,55.05,No
+0771-WLCLA,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,No
+5628-RKIFK,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.55,5070.4,No
+0206-TBWLC,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,No
+2937-FTHUR,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,64.8,1166.7,No
+1910-FMXJM,Female,0,Yes,No,36,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.4,2937.65,No
+7752-XUSCI,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6396.45,Yes
+4110-PFEUZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.55,69.55,Yes
+0732-OCQOC,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,No
+5168-MSWXT,Male,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,759.55,No
+1090-ESELR,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.5,7611.55,No
+8592-PLTMQ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.7,1642.75,No
+5760-WRAHC,Female,1,No,No,22,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,69.75,1545.4,No
+8847-GEOOQ,Male,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,No
+0256-LTHVJ,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,Yes
+4785-FCIFB,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.4,1417.9,No
+8313-NDOIA,Female,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,No
+5149-CUZUJ,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),92.9,2768.35,No
+0942-KOWSM,Female,0,Yes,Yes,30,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.8,2369.3,No
+4237-CLSMM,Male,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,38,No
+1452-VOQCH,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,No
+4719-UMSIY,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,100.9,No
+6614-VBEGU,Female,0,Yes,No,24,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,No
+0880-TKATG,Male,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,385.9,Yes
+3811-VBYBZ,Male,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,673.25,Yes
+1480-BKXGA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8404.9,No
+2996-XAUVF,Male,0,No,No,70,No,No phone service,DSL,No,No,No,Yes,No,Yes,Two year,Yes,Mailed check,40.05,2799.75,No
+9076-AXYIK,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,102.1,6538.45,No
+5968-XQIVE,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,No
+8896-RAZCR,Female,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,868.1,No
+4640-UHDOS,Female,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,55.95,734.35,Yes
+4933-IKULF,Female,1,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,330.6,No
+3583-EKAPL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55,55,Yes
+1304-BCCFO,Male,0,Yes,No,9,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,70.05,564.4,No
+4104-PVRPS,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.6,1315.35,No
+9399-APLBT,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes
+2359-KMGLI,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,1861.5,Yes
+3780-DDGSE,Male,1,Yes,Yes,35,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,76.05,2747.2,No
+4431-EDMIQ,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,75.7,554.05,No
+0306-JAELE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,453.4,Yes
+6227-HWPWX,Female,0,No,Yes,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69,994.8,Yes
+0486-LGCCH,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,225.75,No
+0447-BEMNG,Female,0,Yes,No,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),45.3,2145,Yes
+4612-SSVHJ,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.45,1671.6,No
+5168-MQQCA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.5,8003.8,No
+5949-XIKAE,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,680.05,Yes
+7971-HLVXI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Two year,Yes,Credit card (automatic),84.5,6130.85,No
+9094-AZPHK,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,1415,No
+3649-JPUGY,Male,0,No,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),88.6,6201.95,No
+4472-LVYGI,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),52.55, ,No
+8372-JUXUI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes
+3552-CTCYF,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,6597.25,No
+6778-YSNIH,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59,114.15,No
+0388-EOPEX,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,139.4,Yes
+5756-OZRIO,Male,1,Yes,No,61,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,No
+6579-JPICP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No
+8205-OTCHB,Male,0,No,No,22,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),43.75,903.6,Yes
+4134-BSXLX,Male,0,Yes,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,No
+0505-SPOOW,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,No
+6235-VDHOM,Female,1,No,No,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,28.45,131.05,Yes
+7783-YKGDV,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Yes
+4374-YMUSQ,Male,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,No
+4513-CXYIX,Female,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,Yes,Credit card (automatic),80.7,5676,No
+3957-HHLMR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,No
+7803-XOCCZ,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,No
+5736-YEJAX,Male,0,No,Yes,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,No
+5609-CEBID,Female,1,No,No,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,1782.4,Yes
+8981-FJGLA,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78,851.8,No
+7218-HKQFK,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,167.5,Yes
+4636-QRJKY,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,502.85,Yes
+1135-LMECX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No
+4332-MUOEZ,Male,1,Yes,Yes,20,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,No
+8535-SFUTN,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.45,6300.15,No
+5956-VKDTT,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,334.8,Yes
+8677-HDZEE,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,No
+2475-MROZF,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95,2852.4,No
+9412-GHEEC,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,Yes
+3482-ABPKK,Female,0,No,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.3,1546.3,No
+6705-LXORM,Female,1,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.05,302.6,No
+0257-ZESQC,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Yes
+7531-GQHME,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,265.45,No
+5174-ITUMV,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.4,6989.45,No
+4109-CYRBD,Male,1,Yes,No,29,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.6,1442,No
+0913-XWSCN,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,No
+6825-UYPFK,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Yes
+8397-MVTAZ,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3480,Yes
+0750-EBAIU,Male,0,No,No,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Electronic check,91.25,4738.3,No
+8606-CIQUL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,No
+3571-DPYUH,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),94.7,5430.35,No
+7601-GNDYK,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,686.95,No
+0356-OBMAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),99.9,5706.3,No
+8067-NIOYM,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),21.1,490.65,No
+1403-GYAFU,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,No
+4234-XTNEA,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,174.45,No
+1297-VQDRP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),107.15,7379.8,No
+9282-IZGQK,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,Yes
+5348-CAGXB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.55,1021.75,No
+0621-HJWXJ,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,No
+5844-QVTAT,Female,0,Yes,Yes,33,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,No
+8905-IAZPF,Female,0,Yes,No,69,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,No
+5394-MEITZ,Female,0,Yes,Yes,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,4946.7,No
+6859-QNXIQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.1,8248.5,No
+2782-LFZVW,Female,0,No,No,11,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,58.95,601.6,No
+2866-IKBTM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
+1342-JPNKI,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,Yes
+2817-NTQDO,Male,0,No,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597,Yes
+7129-AZJDE,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),78.95,2647.2,No
+6986-IJDHX,Male,0,Yes,Yes,39,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.3,3266,Yes
+2560-PPCHE,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6744.25,No
+4676-MQUEA,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),101.9,5265.5,No
+8138-EALND,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,311.6,No
+3580-HYCSP,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.3,7966.9,No
+1352-HNSAW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,No
+2075-PUEPR,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,No
+1982-FEBTD,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.6,514.75,No
+5301-GAUUY,Male,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Yes
+5791-KAJFD,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),68.75,3808,No
+2654-VBVPB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,19.9,No
+1154-HYWWO,Male,0,No,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,No
+2501-XWWTZ,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,760.05,No
+3716-UVSPD,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.3,49.3,No
+6815-ABQFQ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,107.25,6033.3,No
+7343-EOBEU,Male,0,Yes,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,23.6,89.05,No
+3701-SFMUH,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69.7,516.15,No
+6103-LIANB,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),99.5,5861.75,No
+7319-VENRZ,Male,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),64.3,445.95,No
+5846-NEQVZ,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,No
+6967-QIQRV,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,101.9,1667.25,No
+5781-RFZRP,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.5,5357.75,No
+0939-YAPAF,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,3527.6,Yes
+0308-IVGOK,Female,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,No
+7293-LSCDV,Female,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,No
+7025-WCBNE,Male,1,No,No,47,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.6,2754,No
+5756-JYOJT,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),64.9,697.25,No
+4710-FDUIZ,Male,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,Yes
+6030-REHUX,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.85,3204.4,No
+9548-LIGTA,Male,0,Yes,No,61,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,81.05,4747.65,No
+5150-LJNSR,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,No
+8270-RKSAP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.5,597.9,No
+6522-YRBXD,Male,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.55,3365.4,No
+2640-LYMOV,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,38.8,No
+1218-VKFPE,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,233.55,Yes
+3627-FHKBK,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,Yes
+2865-TCHJW,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,346.2,Yes
+1423-BMPBQ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19,19,No
+2393-DIVAI,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20,61.7,No
+5192-EBGOV,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,85.7,Yes
+4568-KNYWR,Male,0,No,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,No
+8752-IMQOS,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,85.1,No
+0742-LAFQK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,No
+0795-LAFGP,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,No
+0619-OLYUR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.9,8071.05,No
+5512-IDZEI,Male,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1174.8,No
+0459-SPZHJ,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),83.5,5435,No
+0215-BQKGS,Male,0,No,No,30,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,No
+9244-ZVAPM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.6,45.6,No
+0719-SYFRB,Female,0,No,No,12,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.65,713.75,Yes
+8208-EUMTE,Male,0,No,No,16,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,54.85,916.15,No
+5172-MIGPM,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,65.55,237.2,No
+1710-RCXUS,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.35,4614.55,No
+0374-FIUCA,Male,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,1414.45,No
+5839-SUYVZ,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,No
+5173-ZXXXL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,47.7,No
+1096-ADRUX,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),74.25,4859.25,No
+2001-MCUUW,Male,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,No
+2731-GJRDG,Female,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.55,3608,No
+4723-BEGSG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.65,6094.25,No
+6516-NKQBO,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),81,3084.9,No
+8672-OAUPW,Male,0,No,Yes,51,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),47.85,2356.75,No
+8207-DMRVL,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.55,8306.05,No
+3419-SNJJD,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Yes
+6543-CPZMK,Male,0,Yes,Yes,9,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.95,248.95,Yes
+4765-OXPPD,Female,0,Yes,Yes,9,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Mailed check,65,663.05,Yes
+2804-ETQDK,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1357.1,No
+6689-VRRTK,Female,1,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.8,4860.35,No
+7138-GIRSH,Male,0,No,No,50,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.5,3418.2,No
+9396-ZSFLL,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.85,631.4,No
+6464-KEXXH,Male,0,No,No,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.25,186.3,No
+7134-MJPDY,Female,1,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),102.85,6976.75,No
+5240-CAOYT,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,No
+4059-IIEBK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,No
+4881-JVQOD,Male,1,Yes,Yes,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,No
+0516-UXRMT,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,92.05,5755.8,No
+4851-BQDNX,Male,0,Yes,Yes,40,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.05,3355.65,No
+5148-HKFIR,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,No
+1009-IRMNA,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20,137.6,Yes
+3003-CMDUU,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,2395.7,No
+5016-IBERQ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,84.25,1968.1,No
+6797-UCJHZ,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),104.6,6819.45,No
+2469-DTSGX,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,111.65,7943.45,No
+4554-YGZIH,Male,1,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),90.05,4547.25,Yes
+5099-BAILX,Male,1,Yes,Yes,43,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,Yes
+9931-KGHOA,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),55,2473.95,No
+1775-KWJKQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.85,6562.9,No
+7665-VIGUD,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,No
+9411-TPQQV,Female,0,No,No,40,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.55,2236.2,No
+7207-RMRDB,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,Yes
+7954-MLBUN,Male,0,No,No,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,No
+2077-DDHJK,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,No
+4913-EHYUI,Male,1,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.55,5794.65,Yes
+0195-IESCP,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,Yes
+9574-BOSMD,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,No
+4580-TMHJU,Female,0,Yes,Yes,43,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,Yes
+0970-ETWGE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.55,89.55,Yes
+4908-XAXAY,Female,1,No,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),89.85,4287.2,No
+8404-VLQFB,Female,0,Yes,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,No
+1626-ERCMM,Male,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,1899.65,Yes
+0887-HJGAR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes
+2391-IPLOP,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,69.65,3442.15,No
+5644-PDMZC,Female,1,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.5,161.5,Yes
+3509-GWQGF,Male,1,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70,1732.6,No
+9576-ANLXO,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Yes
+2024-BASKD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Yes
+5845-BZZIB,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,No
+1140-UKVZG,Female,0,No,No,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,No
+4160-AMJTL,Female,1,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.65,164.3,Yes
+5183-SNMJQ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.1,865.1,No
+8100-PNJMH,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.85,6132.7,No
+7838-LAZFO,Male,0,Yes,No,45,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),78.8,3597.5,No
+4464-JCOLN,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Yes
+2085-JVGAD,Male,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.35,697.65,No
+5650-VDUDS,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.25,96.05,Yes
+8095-WANWK,Female,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,428.7,No
+3030-ZKIWL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
+9565-FLVCG,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,No
+8755-OGKNA,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,1167.6,No
+2800-VEQXM,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,No
+7538-GWHML,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,Yes
+5533-RJFTJ,Male,0,No,No,49,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,No
+3859-CVCET,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,191.05,Yes
+0214-JHPFW,Female,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,No
+5642-MHDQT,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,1039.45,No
+3088-FVYWK,Male,0,Yes,Yes,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1336.1,No
+3276-HDUEG,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Yes
+9092-GDZKO,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.85,493.4,No
+0823-HSCDJ,Male,1,No,No,52,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,Yes
+3729-OWRVL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.35,7246.15,No
+2324-AALNO,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,No
+0822-GAVAP,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,62.25,Yes
+5760-IFJOZ,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,No
+2826-UWHIS,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,No
+1448-PWKYE,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80,80,Yes
+7501-IWUNG,Female,0,Yes,Yes,61,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),73.8,4616.05,No
+4957-TREIR,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,No
+7251-LJBQN,Female,1,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),103.75,4188.4,No
+8040-MNRTF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,No
+1536-HBSWP,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No
+5313-FPXWG,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.6,1266.4,No
+0067-DKWBL,Male,1,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.25,91.1,Yes
+0946-FKYTX,Male,0,No,No,52,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Mailed check,30.1,1623.4,No
+5076-YVXCM,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,No
+8262-COGGB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No
+6663-JOCQO,Male,0,Yes,Yes,31,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.25,2344.5,No
+9620-QJREV,Male,0,No,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,No
+2276-YDAVZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Yes
+2682-KEVRP,Female,1,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.05,417,No
+2480-JZOSN,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,No
+0078-XZMHT,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.15,6316.2,No
+5896-NPFWW,Male,0,Yes,Yes,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.15,168.15,Yes
+9978-HYCIN,Male,1,Yes,Yes,47,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),84.95,4018.05,No
+8338-QIUNR,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),66.5,4811.6,No
+1525-LNLOJ,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),63.3,4189.7,No
+9450-TRJUU,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,83.15,2848.45,No
+1766-GKNMI,Male,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,2516.2,No
+6942-LBFDP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,No
+1456-TWCGB,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.25,208.45,No
+7133-VBDCG,Female,0,No,No,25,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Yes
+7596-ZYWBB,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,59.6,3739.8,No
+8329-UTMVM,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,2964,No
+3014-WJKSM,Male,0,Yes,No,29,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,No
+3347-YJZZE,Male,0,Yes,Yes,29,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),80.1,2211.8,No
+1029-QFBEN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,Yes
+7929-DMBCV,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,81,1683.7,No
+9661-JALZV,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.7,1519,No
+5433-KYGHE,Female,0,No,Yes,14,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86,1164.05,No
+4312-KFRXN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1710.9,No
+5575-TPIZQ,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,No
+0114-IGABW,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,No
+9944-AEXBM,Male,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,No
+1853-ARAAQ,Female,0,No,No,26,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,No
+6952-OMNWB,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,No
+4697-LUPSU,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,34.75,No
+8434-VGEQQ,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,No
+4952-YSOGZ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,Yes
+1589-AGTLK,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.35,141.5,Yes
+5244-IRFIH,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,Yes
+6549-YMFAW,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,No
+4950-HKQTE,Female,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.25,605.9,No
+6786-OBWQR,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,356.1,No
+2684-EIWEO,Female,1,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),91.7,2758.15,Yes
+2753-JMMCV,Male,0,No,No,65,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.2,4805.65,No
+6439-GTPCA,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,Yes
+6621-YOBKI,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,No
+1216-JWVUX,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,No
+7564-GHCVB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),79.05,5730.7,No
+1173-NOEYG,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,No
+7595-EHCDL,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),50.6,1653.45,No
+6647-ZEDXT,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.45,3327.05,No
+2521-NPUZR,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101,7085.5,No
+1307-TVUFB,Male,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,No
+7503-MIOGA,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,No
+4381-MHQDC,Female,0,No,No,47,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65,2879.9,No
+6923-JHPMP,Female,0,No,No,2,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,137.1,No
+5138-WVKYJ,Male,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.55,1008.55,Yes
+4018-PPNDW,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.1,1551.6,No
+1635-FJFCC,Female,0,No,No,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.05,202.15,No
+2499-AJYUA,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,No
+6919-ELBGL,Male,1,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,No
+3966-HRMZA,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,75.05,202.9,No
+6425-JWTDV,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,No
+8405-IGQFX,Female,0,No,No,63,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),90.05,5817,No
+8224-IVVPA,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,56.7,1652.95,No
+9477-LGWQI,Male,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,No
+1410-RSCMR,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,No
+3115-CZMZD,Male,0,No,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25, ,No
+0139-IVFJG,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,No
+6683-VLCTZ,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,Yes
+5730-DBDSI,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1253.8,No
+0030-FNXPP,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,57.2,No
+2189-WWOEW,Female,0,No,Yes,15,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Yes
+5684-FJVYR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,No
+4013-GUXND,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,20.8,No
+1894-IGFSG,Female,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.25,1907.85,Yes
+7379-POKDZ,Male,0,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,208.85,Yes
+1266-NZYUI,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),66.85,4758.8,No
+7969-FFOWG,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,1292.6,No
+4718-DHSMV,Female,0,No,No,11,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,35.8,363.15,No
+5175-WLYXL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,78.85,1600.25,No
+7817-OMJNA,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.4,275.7,No
+8728-SKJLR,Male,0,No,No,41,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,No
+3137-NYQQI,Male,0,Yes,No,17,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Mailed check,64.8,1175.6,No
+7706-DZNKK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,237.3,No
+0236-HFWSV,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.35,1444.65,Yes
+3900-AQPHZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes
+5842-POCOP,Female,0,Yes,No,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,Yes
+2037-XJFUP,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,95.8,3036.75,Yes
+8823-RLPWL,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.65,8065.65,No
+9505-SQFSW,Female,0,Yes,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,40.3,92.5,No
+7314-OXENN,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82,184.65,Yes
+3758-CKOQL,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107,6152.3,No
+0322-CHQRU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.35,89.5,Yes
+5676-CFLYY,Male,0,Yes,Yes,71,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),73.35,5154.5,No
+7521-AFHAB,Female,0,Yes,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.8,220.45,No
+0285-INHLN,Male,0,Yes,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,No
+4678-DVQEO,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,52.2,52.2,Yes
+5125-CNDSP,Male,0,No,Yes,63,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.6,2588.95,No
+0691-IFBQW,Female,1,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110,4874.8,Yes
+4992-LTJNE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),55.3,3983.6,No
+2202-OUTMO,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,No
+0810-BDHAW,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,78.4,1832.4,No
+0229-LFJAF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.65,4908.25,No
+7131-ZQZNK,Female,0,Yes,Yes,60,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.85,3590.2,No
+3442-ZHHCC,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023,No
+5726-CVNYA,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,146.6,No
+9871-ELEYA,Female,0,No,Yes,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),67.65,2339.3,No
+4257-GAESD,Female,0,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45,298.7,No
+5173-WXOQV,Male,0,Yes,No,2,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,No
+2040-OBMLJ,Male,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,No,Credit card (automatic),81.7,2548.65,No
+6286-ZHAOK,Female,0,Yes,Yes,20,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,No
+3807-XHCJH,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,20,No
+3009-JWMPU,Male,0,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,Yes
+5671-RQRLP,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,No
+1450-GALXR,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1058.25,Yes
+8859-AXJZP,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,23.8,903.8,No
+3174-AKMAS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),64.2,3009.5,No
+3138-BKYAV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,Yes
+9926-PJHDQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,No
+7382-DFJTU,Male,0,No,No,18,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),55.2,1058.1,No
+2798-NYLMZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.55,7616,No
+4289-DTDKW,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,4113.1,Yes
+1820-TQVEV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes
+2239-JALAW,Male,0,No,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.25,6017.65,Yes
+4853-RULSV,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104,7250.15,Yes
+8098-TDCBU,Female,0,Yes,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,25.25,1108.2,No
+3551-GAEGL,Male,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),30.4,938.65,No
+4785-NKHCX,Male,1,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,94.15,No
+3196-NVXLZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.6,2088.05,No
+6275-YDUVO,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,86.2,178.7,Yes
+0036-IHMOT,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.7,5656.75,No
+0115-TFERT,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.2,2317.1,Yes
+4178-EGMON,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),88,5986.45,No
+4220-TINQT,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,6751.35,No
+5318-YKDPV,Male,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.15,3566.6,No
+7975-TZMLR,Male,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.1,4889.3,No
+0295-QVKPB,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),63.95,318.1,No
+4335-BSMJS,Female,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.8,1563.95,No
+2311-QYMUQ,Female,0,Yes,Yes,16,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,Yes
+3643-AHCFP,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,Yes
+9146-JRIOX,Female,0,Yes,Yes,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.55,372.45,No
+3104-OWCGK,Male,0,Yes,Yes,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Electronic check,90.95,5453.4,Yes
+5337-IIWKZ,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,44.85,1442.6,No
+9101-BWFSS,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Electronic check,108.55,5610.7,Yes
+9650-VBUOG,Male,0,Yes,Yes,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,No
+3487-EARAT,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,No
+2672-TGEFF,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,No
+9231-ZJYAM,Female,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,Yes
+4250-WAROZ,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.25,5774.55,No
+8184-WMOFI,Male,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),71.4,4487.3,No
+6982-SSHFK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes
+6092-QZVPP,Male,0,No,No,36,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,No
+4625-LAMOB,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,No
+0727-BMPLR,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100,5509.3,Yes
+0392-BZIUW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105,7589.8,No
+1038-ZAGBI,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,229.6,Yes
+6549-NNDYT,Female,0,No,No,13,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,No
+3027-ZTDHO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,Yes
+0422-OHQHQ,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.55,295.95,No
+6916-HIJSE,Female,0,No,No,65,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.85,5459.2,No
+2316-ESMLS,Female,0,Yes,Yes,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),33.15,444.75,No
+9778-OGKQZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92,6782.15,No
+7408-OFWXJ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.8,6510.45,No
+6007-TCTST,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8476.5,No
+2252-NKNSI,Male,0,No,Yes,52,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,No
+8713-IGZSO,Male,0,No,No,2,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62,No
+7905-TVXTA,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.35,352.65,No
+7695-PKLCZ,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,No
+2382-BCKQJ,Female,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,Yes
+8374-UULRV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,No
+2207-NHRJK,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.8,50.8,Yes
+3224-DFQNQ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89,5898.6,No
+5275-PMFUT,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.8,4719.75,No
+4795-UXVCJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,457.3,No
+9777-IQHWP,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,No
+0947-MUGVO,Male,1,Yes,No,20,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Yes
+9944-HKVVB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,307.4,Yes
+4124-MMETB,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,Yes
+3671-SHRSP,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,319.15,Yes
+0979-MOZQI,Male,0,Yes,No,62,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),39,2337.45,No
+2732-ISEZX,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,No
+3313-QKNKB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,No,Electronic check,85.55,5084.65,Yes
+0323-XWWTN,Male,0,No,Yes,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.4,121.25,No
+1937-OTUKY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,No
+1573-LGXBA,Male,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),97.55,5598,No
+1764-VUUMT,Male,0,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,No
+5073-WXOYN,Female,0,No,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.8,3027.4,Yes
+4713-ZBURT,Male,0,No,Yes,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.7,4634.35,No
+3050-GBUSH,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,No
+0207-MDKNV,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.1,1582.75,Yes
+7876-AEHIG,Female,0,No,Yes,51,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),60.15,3077,No
+7945-HLKEA,Female,0,No,No,60,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,64.75,4039.5,No
+9342-VNIMQ,Male,0,No,No,33,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,No
+9851-KIELU,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.1,1043.3,Yes
+3523-BRGUW,Male,1,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,504.2,No
+3908-BLSYF,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,83.9,497.55,Yes
+3199-NPKCN,Female,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,No
+5170-PTRKA,Female,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),35.8,1782,No
+4661-NJEUX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,20.05,No
+2123-AGEEN,Female,1,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,609.65,No
+1258-YMZNM,Female,1,No,No,27,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),110.5,2857.6,No
+0048-LUMLS,Male,0,Yes,Yes,37,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),91.2,3247.55,No
+7549-MYGPK,Female,0,Yes,Yes,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.55,6215.35,Yes
+5898-IGSLP,Male,0,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.3,2823,No
+3804-RVTGV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Yes
+6259-WJQLC,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,No
+9227-LUNBG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.6,24.6,Yes
+7997-EASSD,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),81.2,4965.1,No
+0730-KOAVE,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,No
+8975-SKGRX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.1,8310.55,No
+0678-RLHVP,Female,0,No,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,No
+4315-MURBD,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,Yes
+2267-FPIMA,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,No
+1051-GEJLJ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,No
+9734-YWGEX,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),98.3,923.5,Yes
+2719-BDAQO,Male,0,No,No,17,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,93.85,1625.65,Yes
+5285-MVEHD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,No
+0379-DJQHR,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),81.35,5398.6,No
+0781-LKXBR,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,Yes
+5543-QDCRY,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,No
+0297-RBCSG,Male,0,No,No,19,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),65.35,1231.85,No
+4694-PHWFW,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,170.9,No
+0835-JKADZ,Female,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.25,7984.15,No
+1907-UBQFC,Male,1,No,No,10,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,Yes
+7508-SMHXL,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Credit card (automatic),89,1288.3,No
+3865-YIOTT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,7848.5,No
+5993-BQHEA,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267,No
+6024-RUGGH,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.2,1798.9,No
+6513-EECDB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,73.55,Yes
+3956-CJUST,Female,1,No,No,23,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,No
+4079-WWQQQ,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.55,4807.45,No
+6103-BOCOU,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.7,2193,No
+5149-TGWDZ,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,104.55,2239.4,No
+7471-WNSUF,Male,0,Yes,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.15,1505.9,No
+8942-DBMHZ,Male,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,No
+4301-VVZKA,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,No
+9199-PWQVC,Female,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),79.7,4786.15,No
+4824-GUCBY,Female,1,No,No,22,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,No
+5393-HJZSM,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,No
+7074-IEVOJ,Female,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,Yes
+9625-QSTYE,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.15,952.3,Yes
+0862-PRCBS,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),103.75,7039.45,No
+8812-ZRHFP,Female,0,Yes,Yes,30,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Electronic check,86.45,2538.05,No
+5146-CBVOE,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,No
+0454-OKRCT,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),80.6,2651.1,No
+5787-KXGIY,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.3,1304.8,No
+4750-ZRXIU,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,360.1,Yes
+4198-VFOEA,Female,0,No,No,12,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,33.6,435.45,No
+6630-UJZMY,Female,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.25,308.05,No
+5709-LVOEQ,Female,0,Yes,Yes,0,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,80.85, ,No
+6400-BWQKW,Female,0,No,No,6,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.05,434.5,Yes
+2692-AQCPF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.05,7118.9,No
+0347-UBKUZ,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,320.45,No
+0835-DUUIQ,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),21.05,531.55,No
+0811-GSDTP,Female,0,No,Yes,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,No
+7567-ECMCM,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.85,2001,No
+6115-ZTBFQ,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.5,4919.7,No
+6353-BRMMA,Female,0,Yes,Yes,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,No
+6680-WKXRZ,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Yes
+6231-WFGFH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,77.6,No
+9904-EHEVJ,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,No
+7028-DVOIQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3395.8,Yes
+6169-PPETC,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,759.35,No
+4208-UFFGW,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,85.15,Yes
+8584-KMVXD,Female,0,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.6,535.55,No
+8467-WYNSR,Male,0,No,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,No
+0851-DFJKB,Female,0,No,No,15,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,58.95,955.15,No
+5382-SOYZL,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,No
+9448-REEVD,Male,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,44.7,Yes
+3261-CQXOL,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1813.35,No
+8388-FYNPZ,Male,0,No,No,4,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,No
+4002-BQWPQ,Male,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,No
+5651-YLPRD,Female,0,Yes,Yes,32,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,2723.75,No
+2826-DXLQO,Male,1,Yes,No,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.8,220.45,No
+4378-BZYFP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.5,365.8,No
+9489-UTFKA,Male,1,Yes,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),60.9,551.95,No
+4849-PYRLQ,Female,1,No,No,56,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),73.25,4054.2,No
+9117-SHLZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes
+9889-TMAHG,Male,1,No,No,8,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,832.35,Yes
+4541-RMRLG,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,112.3,Yes
+7764-BDPEE,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,60.65,No
+3429-IFLEM,Female,0,No,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,No
+3158-MOERK,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96,174.8,Yes
+7294-TMAOP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,Yes
+5002-GCQFH,Male,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,No
+0556-FJEGU,Male,0,No,No,58,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),70.1,4048.95,No
+8919-FYFQZ,Male,1,Yes,No,44,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Yes
+0604-THJFP,Female,0,Yes,Yes,59,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),75.95,4542.35,No
+2834-JRTUA,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.05,7532.15,Yes
+5875-YPQFJ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes
+5879-SESNB,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,888.65,No
+6646-QVXLR,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.75,6383.35,Yes
+6461-PPAXN,Female,0,Yes,Yes,35,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916,No
+3318-ISQFQ,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.5,413,No
+1106-HRLKZ,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,No
+2483-XSSMZ,Female,0,No,No,39,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,47.85,1886.4,No
+8603-IJWDN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,Yes
+8165-ZJRNM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.75,1679.25,No
+9369-XFEHK,Female,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Yes
+2604-XVDAM,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),43.8,540.95,No
+3717-OFRTN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,19.75,No
+9046-JBFWA,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.15,537.35,No
+3280-NMUVX,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,678.8,No
+1206-EHBDD,Female,0,Yes,No,56,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),80.3,4513.65,No
+8361-LBRDI,Female,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.35,1423.85,No
+4883-KCPZJ,Female,0,Yes,Yes,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,555.4,No
+9108-EQPNQ,Female,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,No
+7277-KAMWT,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,268.45,No
+3842-IYKUE,Female,0,No,No,35,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),85.3,2917.5,Yes
+6641-XRPSU,Female,0,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70,2416.1,Yes
+1374-DMZUI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,424.45,Yes
+2545-LXYVJ,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.7,1492.1,No
+3234-VKACU,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,70.3,132.4,No
+8357-EQXFO,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,660.9,Yes
+1989-PRJHP,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Yes
+8120-JDCAM,Male,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.55,284.9,No
+8917-FAEMR,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,784.25,No
+7047-YXDMZ,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,417.7,No
+2858-EIMXH,Female,1,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.85,5016.25,No
+9524-EGPJC,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.1,1612.75,Yes
+6993-OHLXR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.95,119.75,Yes
+8818-XYFCQ,Male,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,Yes
+6419-ZTTLE,Male,1,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.75,485.2,No
+0929-HYQEW,Male,0,No,No,3,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,160.85,No
+6614-YOLAC,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,No
+7426-RHZGU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,No
+4065-JJAVA,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.5,49.5,No
+4695-VADHF,Male,0,Yes,Yes,18,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,Yes
+3863-IUBJR,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Credit card (automatic),53.65,696.35,Yes
+7649-SIJJF,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,80.1,5585.4,No
+9361-YNQWJ,Female,0,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,No
+3748-FVMZZ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.05,162.45,No
+9391-TTOYH,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,470.2,No
+1452-XRSJV,Female,0,Yes,Yes,39,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,2066,No
+3422-WJOYD,Male,0,Yes,No,28,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.35,1426.45,No
+8242-SOQUO,Female,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.7,392.5,No
+7460-ITWWP,Female,1,Yes,No,45,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,86.1,3861.45,No
+7147-AYBAA,Male,0,No,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.35,2552.9,No
+7868-TMWMZ,Female,1,Yes,No,60,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110,6668.35,No
+4822-RVYBB,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,819.4,Yes
+6732-FZUGP,Female,0,No,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,No
+8436-BJUMM,Male,0,Yes,Yes,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,Yes
+4184-TJFAN,Female,1,Yes,Yes,3,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,Yes
+8329-GWVPJ,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,No
+1352-VHKAJ,Male,0,Yes,Yes,27,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,No
+4145-UQXUQ,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.1,729.95,Yes
+2632-TACXW,Female,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.65,1416.75,No
+8146-QQKZH,Female,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.85,5924.4,No
+1767-CJKBA,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,1697.7,No
+6445-TNRXS,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,No
+4581-LNWUM,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,No
+4869-EPIUS,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Electronic check,80.9,4557.5,No
+9948-YPTDG,Male,0,Yes,No,38,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,3013.05,Yes
+1236-WFCDV,Male,1,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),90.45,1266.1,Yes
+1915-OAKWD,Female,0,No,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.3,360.35,No
+7296-PIXQY,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.2,1046.5,No
+4883-QICIH,Male,0,Yes,Yes,32,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Yes
+3354-OADJP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.25,447.75,No
+3524-WQDSG,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,No
+0810-DHDBD,Female,0,No,No,52,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74,3877.65,No
+4026-SKKHW,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.25,152.3,No
+2829-HYVZP,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,572.2,No
+8329-IBCTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes
+1271-SJBGZ,Male,1,No,No,12,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,43.65,526.95,Yes
+3845-JHAMY,Female,0,Yes,Yes,16,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,No
+7013-PSXHK,Female,0,No,No,40,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,80.75,3208.65,No
+5669-SRAIP,Female,0,No,No,5,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,39.5,210.75,Yes
+5981-ITEMU,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,Yes
+3486-NPGST,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,No
+6941-PMGEP,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80,412.5,Yes
+1624-WOIWJ,Female,0,No,No,10,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.7,832.05,Yes
+2074-GKOWZ,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,Yes
+0376-YMCJC,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90.6,1943.2,Yes
+6100-FJZDG,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,505.9,No
+4829-ZLJTK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,No
+1730-VFMWO,Female,0,Yes,No,34,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,No
+7143-BQIBA,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,No
+3800-LYTRK,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.7,795.15,No
+0634-SZPQA,Female,0,No,No,23,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,Yes
+9646-NMHXE,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,No
+7030-NJVDP,Male,0,Yes,No,24,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,No
+5536-RTPWK,Male,0,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,Yes
+8883-GRDWQ,Male,1,No,No,20,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54,1055.9,No
+6166-ILMNY,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Yes
+3097-NNSPB,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.05,91.1,Yes
+7771-ZONAT,Male,0,No,No,22,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),56.75,1304.85,No
+0655-RBDUG,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.05,713,Yes
+2111-DWYHN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,21.1,21.1,No
+4194-WHFCB,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,No
+4121-AGSIN,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.5,1497.9,No
+4361-BKAXE,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,Yes
+9845-PEEKO,Female,1,No,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Two year,Yes,Credit card (automatic),79.2,4590.35,No
+0455-XFASS,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,200.2,No
+0301-KOBTQ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,614.45,No
+1751-NCDLI,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,No
+4367-NUYAO,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75, ,No
+9878-TNQGW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.95,171.15,Yes
+9170-ARBTB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,No
+4441-NIHPT,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.3,940.35,Yes
+8999-BOHSE,Female,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,Yes
+7241-AJHFS,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,No
+7029-RPUAV,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,Yes
+4546-FOKWR,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,No
+9036-CSKBW,Female,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),107.45,5680.9,No
+5832-TRLPB,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.35,2243.9,No
+8590-YFFQO,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,No
+8659-IOOPU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,No
+1338-CECEE,Male,0,Yes,Yes,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),68.5,2839.95,No
+7439-DKZTW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,No
+4646-QZXTF,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.25,580.1,No
+4607-CHPCA,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,90.4,2178.6,Yes
+9742-XOKTS,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,No,Electronic check,89.55,6038.55,No
+6921-OZMFH,Male,0,Yes,Yes,5,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.7,259.4,No
+9578-FOMUK,Male,0,No,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24.8,324.15,No
+4712-UYOOI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,417.65,No
+8824-RWFXJ,Male,0,Yes,Yes,3,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.15,168.15,Yes
+7722-CVFXN,Male,0,Yes,Yes,54,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.2,5637.85,No
+8717-VCTXJ,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.55,839.4,No
+7363-QTBIW,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,No
+4159-NAAIX,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),97.45,6253,No
+0971-QIFJK,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,No
+9397-TZSHA,Female,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.6,1678.05,No
+3391-JSQEW,Male,0,Yes,No,40,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2058.5,No
+0343-QLUZP,Male,0,No,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),39.6,2424.5,No
+9763-PDTKK,Female,0,No,No,4,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Yes
+2176-LVPNX,Female,1,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,No
+7627-JKIAZ,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Yes
+3312-UUMZW,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,No
+1271-UODNO,Male,0,No,No,39,Yes,Yes,DSL,No,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),53.85,2200.7,No
+8461-EFQYM,Female,0,No,No,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,24.25,914.4,No
+6900-RBKER,Male,0,No,No,52,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),89.45,4577.75,No
+6891-JPYFF,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,No
+1459-QNFQT,Male,0,Yes,Yes,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.5,4144.8,No
+1047-NNCBF,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,No
+3696-XRIEN,Female,0,No,No,50,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82.5,4179.1,No
+4081-DYXAV,Female,0,No,No,19,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),44.85,893.55,Yes
+0074-HDKDG,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),61.6,1611,No
+8791-GFXLZ,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,No
+8111-SLLHI,Male,1,Yes,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.65,4284.8,Yes
+0927-LCSMG,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,74.65,544.55,Yes
+9330-DHBFL,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,66.25,1533.8,No
+0098-BOWSO,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,529.8,No
+3452-ABWRL,Male,1,No,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,No
+5859-HZYLF,Male,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,No
+8257-RZAHR,Female,0,Yes,No,14,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),64.7,941,Yes
+5293-WXJAK,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,Yes
+3156-QLHBO,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,48.35,No
+2208-NQBCT,Female,0,Yes,Yes,26,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.95,2070.05,No
+1779-PWPMG,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.65,8333.95,No
+6621-NRZAK,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,1209.25,No
+0831-JNISG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,1396.25,No
+0774-IFUVM,Male,0,Yes,Yes,11,Yes,Yes,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,No
+3082-WQRVY,Male,1,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,228.65,No
+9553-DLCLU,Female,0,No,Yes,13,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.95,1161.75,No
+1641-BYBTK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,98.35,No
+2460-NGXBJ,Male,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,775.3,No
+2446-ZKVAF,Male,0,Yes,No,18,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),56.8,1074.65,No
+0841-NULXI,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.55,35.55,Yes
+3522-CDKHF,Female,0,Yes,No,32,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,No
+1430-SFQSA,Male,0,No,No,29,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,35.6,1072.6,No
+0411-EZJZE,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,No
+7851-WZEKY,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.15,196.9,Yes
+8844-TONUD,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,96.65,1162.85,Yes
+8807-ARQET,Female,0,No,No,41,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,No
+8992-CEUEN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,No
+4320-QMLLA,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,54.85,370.4,No
+8777-PVYGU,Female,0,Yes,No,52,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,No
+8292-ITGYJ,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1138.8,No
+6870-ZWMNX,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),76.1,5264.25,No
+0621-CXBKL,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.7,1005.7,No
+5268-DSMNQ,Female,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),97.95,5936.55,No
+5334-JLAXU,Female,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,No
+4086-YQSNZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,Yes
+6242-MBHPK,Female,1,Yes,No,23,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2326.05,No
+5868-CZJDR,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.35,31.35,Yes
+9359-UGBTK,Female,0,No,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,No
+0135-NMXAP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,Yes
+4782-OSFXZ,Female,1,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.7,5831.2,No
+6479-OAUSD,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,510.8,No
+7129-ACFOG,Female,0,No,No,5,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.8,283.95,No
+4189-NAKJS,Male,0,No,No,26,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),51.55,1295.4,No
+5562-BETPV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,19.65,No
+1282-IHQAC,Male,1,No,No,70,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,No
+9127-FHJBZ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114,8093.15,No
+6270-OMFIW,Male,0,Yes,No,60,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,Yes
+1641-RQDAY,Female,1,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,3217.65,No
+0107-WESLM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,19.85,Yes
+6994-ORCWG,Female,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,No
+1346-UFHAX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80,1029.35,No
+3992-YWPKO,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.9,669.45,Yes
+2933-XEUJM,Female,0,No,No,46,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Mailed check,79.2,3593.8,No
+0125-LZQXK,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1553.95,Yes
+5461-QKNTN,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,No
+4835-YSJMR,Male,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),49.8,1971.15,No
+8399-YNDCH,Male,1,No,No,21,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,Yes
+3164-YAXFY,Male,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.75,3196,No
+0887-WBJVH,Female,0,Yes,No,53,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,No
+4660-IRIBM,Male,0,Yes,Yes,18,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,87.9,1500.5,No
+5673-FSSMF,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,Yes
+7670-ZBPOQ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),61.05,3478.75,No
+8089-UZWLX,Female,1,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),104.05,7413.55,No
+0080-OROZO,Female,0,No,No,35,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.25,3532,No
+3916-NRPAP,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),85.7,256.75,No
+6807-SIWJI,Male,0,No,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,104.85,3887.25,No
+8221-HVAYI,Male,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),69.15,2490.15,No
+1579-KLYDT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,Yes
+5232-NXPAY,Female,0,No,No,47,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,74.45,3510.3,No
+8967-SZQAS,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,No
+4468-KAZHE,Female,1,Yes,No,20,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60,1259.35,No
+0455-ENTCR,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,No
+8944-AILEF,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,340.85,No
+5542-NKVRU,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,No
+7126-RBHSD,Female,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,78.9,1348.95,No
+5370-IIVVL,Male,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.5,3778,No
+6789-HJBWG,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,No
+3927-NLNRY,Male,0,Yes,No,53,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.25,4867.95,Yes
+9087-EYCPR,Female,0,No,No,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1505.05,No
+6791-YBNAK,Male,0,Yes,Yes,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.55,467.85,No
+6358-LYNGM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes
+6077-BDPXA,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,No
+0013-MHZWF,Female,0,No,Yes,9,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.4,571.45,No
+5494-HECPR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,80.25,Yes
+8268-YDIXR,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,93.15,5253.95,No
+9824-BEMCV,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69,1149.65,Yes
+1373-ORVIZ,Female,0,Yes,Yes,11,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Yes
+4291-SHSBH,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,521.35,No
+6980-IMXXE,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,No
+9866-QEVEE,Male,0,No,No,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),86,1532.45,Yes
+9897-KXHCM,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.3,250.05,Yes
+0040-HALCW,Male,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,1090.6,No
+0784-GTUUK,Male,0,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,No
+7979-CORPM,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Yes
+2294-DMMUS,Female,0,Yes,Yes,62,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,No
+0872-JCPIB,Male,0,No,No,17,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,No
+3055-MJDSB,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.6,190.1,No
+9091-WTUUY,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,69.25,4447.75,No
+1618-CFHME,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.9,143.35,Yes
+3165-HDOEW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes
+6581-NQCBA,Female,0,Yes,No,16,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,Yes
+7115-IRDHS,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1830.05,No
+8496-DMZUK,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,No
+2040-VZIKE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,4847.35,No
+9068-VPWQQ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.35,4729.3,No
+0178-SZBHO,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,87.2,4017.45,No
+0384-RVBPI,Male,0,No,No,20,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),64.4,1398.6,No
+1689-MRZQR,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,Yes
+1299-AURJA,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1685.9,No
+4525-VZCZG,Male,0,No,Yes,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,105.85,5826.65,No
+1543-LLLFT,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,98.3,6066.55,No
+5835-BEQEU,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.95,228.4,Yes
+2788-CJQAQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,270.2,No
+5565-FILXA,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.15,1529.2,Yes
+0319-QZTCO,Female,0,Yes,Yes,3,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,No
+2120-SMPEX,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,536.35,No
+0096-FCPUF,Male,0,No,No,30,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,64.5,1888.45,No
+0668-OGMHD,Female,0,Yes,No,21,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,28.5,629.35,No
+5552-ZNFSJ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes
+2223-KAGMX,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,289.3,Yes
+6507-ZJSUR,Male,1,Yes,No,23,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.45,2117.25,No
+9408-HRXRK,Female,0,Yes,Yes,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.15,4730.9,No
+5593-SUAOO,Female,0,Yes,Yes,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),83.15,2033.05,No
+7321-PKUYW,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,90.15,987.95,Yes
+2833-SLKDQ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,Yes
+6766-HFKLA,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.2,5744.35,No
+7595-EUIVN,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,75.8,75.8,Yes
+7617-EYGLW,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No
+2026-TGDHM,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.3,523.15,Yes
+9220-ZNKJI,Female,1,Yes,No,55,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,No
+4030-VPZBD,Female,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,30.9,59.05,Yes
+2226-ICFDO,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,No
+0723-VSOBE,Female,1,No,No,45,No,No phone service,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,34.2,1596.6,No
+5529-GIBVH,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,No
+4187-CINZD,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),95.25,4424.2,Yes
+9992-UJOEL,Male,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,92.75,No
+4741-WWJQZ,Female,0,Yes,No,2,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.15,194.55,No
+6625-UTXEW,Female,0,Yes,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.25,612.1,No
+6818-WOBHJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Yes
+6244-BESBM,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,6671.7,No
+1004-NOZNR,Male,1,No,Yes,56,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Credit card (automatic),94.8,5264.3,No
+1251-STYSZ,Female,1,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,303.7,No
+2612-PHGOX,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),76.1,4818.8,No
+2408-TZMJL,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,Yes
+8480-PPONV,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.55,7159.05,No
+8780-IHCRN,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.65,1574.5,No
+4598-ZADCK,Female,0,No,No,53,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,53.6,2879.2,No
+1257-SXUXQ,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,86.05,No
+9681-KYGYB,Male,1,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,88.2,4159.45,No
+7182-OVLBJ,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),101.15,6638.35,No
+5095-ETBRJ,Female,0,Yes,No,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,56.8,3112.05,No
+7005-CYUIL,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Electronic check,99.4,7168.25,No
+4821-WQOYN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.1,1326.25,No
+4730-AWNAU,Male,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),60.7,2234.55,No
+3452-FLHYD,Male,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.95,495.15,No
+2388-LAESQ,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,No
+9531-NSBMR,Female,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,No
+6260-ONULR,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,62.8,62.8,No
+4389-UEFCZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105.5,7544,No
+8711-LOBKY,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1188.25,No
+9134-CEQMF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,676.7,Yes
+8985-OOPOS,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),74.1,74.1,No
+8800-ZKRFW,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,3242.5,No
+2616-FLVQC,Male,0,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1240.15,No
+9968-FFVVH,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,No
+3108-PCCGG,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),84.45,5899.85,No
+7993-PYKOF,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75,632.95,Yes
+8390-FESFV,Female,0,No,No,62,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,No
+3022-BEXHZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.2,7530.8,No
+5027-XWQHA,Male,0,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,270.95,Yes
+6248-TKCQV,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.6,5460.2,No
+6729-GDNGC,Female,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,No
+6198-ZFIOJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,402.5,No
+5989-OMNJE,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,57.6,1367.75,No
+4566-QVRRW,Female,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.05,483.7,Yes
+1291-CUOCY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.6,7962.2,No
+9795-SHUHB,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,No
+3230-IUALN,Female,0,Yes,Yes,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,81,3533.6,No
+0042-RLHYP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1396.9,No
+8519-IMDHU,Male,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Yes
+4945-RVMTE,Female,0,No,No,28,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,No
+0201-OAMXR,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.55,8127.6,Yes
+1866-NXPSP,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Mailed check,75.55,2680.15,No
+3372-KWFBM,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.6,1281,Yes
+7831-QGOXH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,1553.9,Yes
+6393-WRYZE,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,Yes
+3941-XTSKM,Male,0,Yes,Yes,42,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,No
+1661-CZBAU,Male,0,No,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),70.95,3629.2,No
+6599-RCLCJ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.55,5124.55,Yes
+9831-BPFRI,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,89.55,3474.45,Yes
+5158-RIVOP,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,202.3,No
+9788-YTFGE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,No
+9277-JOOMO,Female,0,No,No,3,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.6,86.35,No
+1907-YLNYW,Male,0,No,No,8,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,66.7,579,No
+1725-MIMXW,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.45,19.45,Yes
+8947-YRTDV,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,94.8,3131.55,No
+3161-ONRWK,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),65.85,3928.3,No
+0114-RSRRW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,No
+4565-NLZBV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.65,1710.15,No
+0031-PVLZI,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,76.35,Yes
+7206-GZCDC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes
+6682-VCIXC,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,No
+4791-QRGMF,Male,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.5,5961.1,Yes
+6475-VHUIZ,Female,0,Yes,No,23,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,1221.55,No
+3910-MRQOY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.4,1496.45,No
+0661-WCQNQ,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Credit card (automatic),56.25,1292.2,No
+7537-RBWEA,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.15,25.15,No
+4656-CAURT,Male,0,No,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1713.1,No
+0121-SNYRK,Male,0,No,No,50,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,35.4,1748.9,No
+1768-ZAIFU,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.2,25.2,Yes
+4671-LXRDQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45,96.45,Yes
+3733-LSYCE,Female,0,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,No
+6265-FRMTQ,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,No
+1934-SJVJK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes
+3838-OZURD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105,7133.25,Yes
+1371-DWPAZ,Female,0,Yes,Yes,0,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),56.05, ,No
+9269-CQOOL,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),54.7,169.45,Yes
+2017-CCBLH,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,141.6,No
+7690-KPNCU,Male,0,Yes,Yes,64,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),73.05,4688.65,No
+0536-BGFMZ,Female,0,Yes,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,563.05,No
+2293-IJWPS,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.75,5985,No
+2845-HSJCY,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,87.25,1258.6,Yes
+5469-NUJUR,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,No
+1184-PJVDB,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,857.2,Yes
+2625-TRCZQ,Female,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.65,2553.35,No
+4102-HLENU,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,65.65,4322.85,No
+7266-GSSJX,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,No
+7722-VJRQD,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.95,4549.05,No
+7073-QETQY,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,No
+9415-DPEWS,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,Yes
+5624-RYAMH,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.5,178.85,No
+0196-JTUQI,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.2,633.85,No
+7130-YXBRO,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,No
+9272-LSVYH,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.15,735.5,No
+7943-RQCHR,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,Yes
+3793-MMFUH,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290,Yes
+3249-ZPQRG,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.45,330.05,Yes
+2568-BRGYX,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,237.95,Yes
+3084-DOWLE,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92,6474.4,No
+1084-MNSMJ,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),85.5,4421.95,No
+7721-JXEAW,Male,0,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,Yes
+7249-WBIYX,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.6,813.85,Yes
+4238-HFHSN,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.15,4904.85,No
+6250-CGGUN,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,84.4,4484.05,No
+5478-JJVZK,Female,0,No,No,33,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,No
+7596-IIWYC,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.25,538.2,No
+6567-HOOPW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.2,79.2,Yes
+9793-WECQC,Male,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.3,2192.9,No
+4291-HPAXL,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No
+8999-YPYBV,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.35,3858.05,No
+1839-FBNFR,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.85,854.8,No
+3164-AALRN,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70,347.4,Yes
+3071-MVJCD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),82.3,5815.15,No
+1697-BCSHV,Female,0,Yes,Yes,58,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,No
+0562-KBDVM,Female,0,No,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),44.6,3058.15,No
+1131-SUEKT,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,No
+3717-OEAUQ,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,No
+4538-WNTMJ,Female,0,Yes,Yes,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.95,1165.9,No
+3334-CTHOL,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Yes
+4704-ERYFC,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,1554,Yes
+9432-RUVSL,Female,0,No,No,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),102.5,4904.25,No
+8060-HIWJJ,Male,0,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.55,5632.55,No
+7684-XSZIY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,No
+9089-UOWJG,Female,0,Yes,Yes,12,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,No
+8621-MNIHH,Female,1,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,3217.55,Yes
+8039-ACLPL,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),68.75,4888.2,No
+9885-AIBVB,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.8,2440.25,No
+1934-MKPXS,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,620.55,No
+2592-YKDIF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No
+2272-JKMSI,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,No
+0471-LVHGK,Male,0,Yes,No,41,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73,3001.2,Yes
+9518-RWHZL,Female,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,6254.2,Yes
+8714-CTZJW,Female,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,No
+3569-EDBPQ,Female,0,No,No,24,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,No
+3131-NWVFJ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,294.5,No
+7521-YXVZY,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58.3,No
+5419-CONWX,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Yes
+6240-EURKS,Female,0,No,Yes,18,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35,553,Yes
+2373-NTKOD,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.25,546.45,No
+1970-KKFWL,Female,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,No
+6960-HVYXR,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76,76,Yes
+9337-SRRNI,Male,0,No,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1673.8,No
+0895-UADGO,Male,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,44.55,343.45,No
+5678-VFNEQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.1,7412.25,No
+5977-CKHON,Female,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),92.55,4039,No
+7024-OHCCK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,170.85,Yes
+2692-BUCFV,Male,1,No,No,29,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,No
+7861-UVUFT,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.3,1308.4,Yes
+1830-GGFNM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),94.55,6078.75,No
+5302-BDJNT,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,95.5,3418.2,No
+5223-UZAVK,Male,0,No,No,64,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.3,6603.8,No
+4859-ZSRDZ,Female,0,Yes,Yes,58,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,No
+5651-WYIPH,Female,1,No,No,18,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.85,865.75,No
+9350-VLHMB,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,No
+3498-LZGQZ,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.15,1177.05,No
+8785-CJSHH,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,5985.75,No
+5357-TZHPP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Yes
+3870-SPZSI,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,No
+0680-DFNNY,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,1504.05,Yes
+7560-QRBXH,Female,0,No,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,No
+7077-XJMET,Male,0,Yes,No,12,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.15,741.4,No
+8752-GHJFU,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92,6585.2,No
+6896-SRVYQ,Male,1,No,No,44,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,3122.4,No
+7767-UXAGJ,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.45,50.45,Yes
+4652-ODEVH,Male,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,No
+6510-UPNKS,Female,0,No,No,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,615.35,No
+6718-BDGHG,Female,0,Yes,No,43,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,No
+9046-DQMTP,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.75,739.9,No
+6439-LAJXL,Male,0,Yes,No,9,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,68.95,593.85,No
+1571-SAVHK,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,Yes
+9052-VKDUW,Female,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,No
+9546-CQJSU,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.4,193.6,Yes
+1666-JZPZT,Male,0,No,No,27,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49,1291.35,No
+5777-KJIRB,Female,0,No,No,40,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,50.25,2023.55,No
+0506-LVNGN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Yes
+7677-SJJJK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,No
+2480-EJWYP,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97.8,5458.8,No
+3253-HKOKL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,100.3,5244.45,No
+7055-HNEOJ,Male,0,Yes,No,3,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,No
+5514-YQENT,Male,0,No,Yes,41,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,No
+3211-AAPKX,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,98.55,2031.95,No
+8445-DNBAE,Male,0,No,Yes,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.05,50.05,No
+2951-QOQTK,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.8,332.45,Yes
+2958-NHPPS,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,No
+6806-YDEUL,Female,1,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,106.8,No
+1735-XMJVH,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.35,152.6,No
+6890-PFRQX,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,69.5,1199.4,No
+0222-CNVPT,Male,1,No,No,52,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,No
+5899-OUVKV,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,2979.2,No
+8681-ICONS,Male,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,No
+1621-YNCJH,Female,0,Yes,No,36,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),106.05,3834.4,No
+3473-XIIIT,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100,1534.75,Yes
+6362-QHAFM,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,108.3,4586.15,No
+7893-IXHRQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.55,20.55,Yes
+3070-BDOQC,Female,0,No,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.65,5941.05,No
+2952-QAYZF,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,85.3,424.15,Yes
+6234-PFPXL,Male,0,Yes,No,22,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,No
+9824-QCJPK,Male,0,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,666.75,No
+4763-PGDPO,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,281,Yes
+4283-IVYCI,Male,0,No,No,9,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,No
+1866-OBPNR,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.6,74.6,No
+8205-MQUGY,Male,0,Yes,Yes,12,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,No
+8970-ANWXO,Female,0,No,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,73.75,1756.6,No
+9480-BQJEI,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),92.3,5731.45,No
+5394-SVGJV,Male,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,Yes
+6979-TNDEU,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,156.85,No
+9777-WJJPR,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,No
+9283-LZQOH,Male,0,Yes,Yes,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Yes
+7079-QRCBC,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,2407.3,Yes
+9495-SKLKD,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,No
+6048-UWKAL,Female,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),105.4,6998.95,No
+5067-DGXLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,No
+5469-CTCWN,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,106,6547.7,Yes
+9851-QXEEQ,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.7,4346.4,Yes
+6281-FKEWS,Female,0,No,No,44,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265,No
+8898-KASCD,Male,0,No,No,39,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Mailed check,35.55,1309.15,No
+9242-TKFSV,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.1,4754.3,No
+9290-SHCMB,Female,1,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,No
+0743-HNPFG,Female,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),69.75,3562.5,No
+2277-BKJKN,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,99.2,7213.75,No
+9809-IMGCQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.7,2082.95,Yes
+5208-HFSBT,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.05,102.75,Yes
+5035-PGZXH,Female,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,No
+8695-WDYEA,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.25,51.25,No
+6543-JXSOO,Female,0,Yes,Yes,23,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,57.75,1282.85,No
+8016-ZMGMO,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.85,4738.85,No
+8605-ITULD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
+3254-YRILK,Male,1,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.2,1775.8,Yes
+6416-YJTTB,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,No
+2667-WYLWJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145,Yes
+4472-VESGY,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,No
+3195-TQDZX,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.25,61.45,No
+3128-YOVTD,Female,0,Yes,Yes,51,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,No
+0529-ONKER,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.65,1146.65,Yes
+1728-CXQBE,Male,1,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,No
+7041-TXQJH,Female,0,No,No,37,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,No
+5014-GSOUQ,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,243.65,No
+5724-BIDBU,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,55.35,2633.95,No
+0481-SUMCB,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.15,4735.35,No
+1769-GRUIK,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.1,1247.75,No
+5240-IJOQT,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes
+8819-WFGGJ,Male,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,No
+7427-AUFPY,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1008.7,No
+2811-POVEX,Female,1,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,No
+1092-GANHU,Male,0,No,No,17,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Yes
+7898-PDWQE,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),80.4,5727.15,No
+9972-EWRJS,Female,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.25,1372.9,No
+9314-IJWSQ,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,1203.9,No
+0661-XEYAN,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.8,25.8,Yes
+5799-JRCZO,Female,0,No,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1215.1,No
+1921-KYSAY,Female,0,No,No,41,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,68.6,2877.05,No
+6198-RTPMF,Female,0,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,92.6,1579.7,No
+2924-KHUVI,Male,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.55,5514.95,No
+1925-GMVBW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,No
+7881-EVUAD,Female,0,No,No,2,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,42.6,72.4,Yes
+6184-DYUOB,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,55.25,No
+9207-ZPANB,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,No
+5766-XQXMQ,Female,0,No,No,29,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,Yes
+9327-QSDED,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.55,335.4,No
+1656-DRSMG,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,No
+3012-VFFMN,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,158.95,No
+2984-AFWNC,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.4,293.15,No
+0640-YJTPY,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21,1493.75,No
+8096-LOIST,Female,0,No,No,19,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,No
+9764-REAFF,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,No
+3703-VAVCL,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),90,190.05,Yes
+7107-UBYKY,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,No
+4881-GQJTW,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.6,300.4,No
+8519-QJGJD,Female,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.35,1025.95,Yes
+7876-DNYAP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1436.95,No
+7905-NJMXS,Male,1,Yes,No,7,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,64.2,475,No
+2882-WDTBA,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,No
+2091-GPPIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,78.95,5730.15,No
+6326-MTTXK,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,819.55,Yes
+5071-FBJFS,Female,0,Yes,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.3,217.1,No
+2796-UUZZO,Male,0,Yes,Yes,63,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,No
+2429-AYKKO,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1434.1,No
+9798-OPFEM,Female,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,21.1,937.1,No
+0330-IVZHA,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,330.15,Yes
+3794-NFNCH,Male,0,Yes,No,30,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50,1474.9,No
+5193-QLVZB,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.75,6536.5,No
+7114-AEOZE,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1128.1,No
+2886-KEFUM,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.5,6873.75,Yes
+5522-NYKPB,Male,0,Yes,Yes,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.9,2199.05,No
+4237-RLAQD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,Yes
+9957-YODKZ,Male,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.8,457.1,No
+6518-KZXCB,Male,0,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,No
+2245-ADZFJ,Female,0,Yes,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.55,2471.6,No
+7776-QGYJC,Female,0,Yes,Yes,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,No
+9313-QOLTZ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,518.3,No
+9651-GTSAQ,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.1,5769.75,Yes
+3186-BAXNB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,Yes
+4672-FOTSD,Male,0,No,No,12,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,67.25,832.3,No
+0637-YLETY,Female,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Yes
+9818-XQCUV,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,No
+7338-ERIVA,Male,0,No,Yes,39,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),45.05,1790.6,No
+1157-BQCUW,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,74.95,Yes
+8259-NFJTV,Female,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,No
+3223-DWFIO,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.35,261.65,No
+2660-EMUBI,Male,1,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.35,898.35,Yes
+6968-GMKPR,Female,0,No,No,55,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.55,4509.5,No
+4751-ERMAN,Male,0,Yes,Yes,72,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.4,5480.25,No
+1436-ZMJAN,Female,0,Yes,No,10,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),67.8,653.15,No
+3292-PBZEJ,Male,1,No,No,11,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.4,1183.05,No
+0799-DDIHE,Female,0,Yes,Yes,15,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,639.45,No
+3070-FNFZQ,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,478.75,No
+2812-SFXMJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
+7675-OZCZG,Female,1,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45,127.1,Yes
+5014-WUQMG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,96.1,4391.45,No
+5312-TSZVC,Female,0,No,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,270.6,No
+2003-CKLOR,Male,0,No,No,66,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.5,6710.5,Yes
+0993-OSGPT,Female,1,Yes,No,68,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),60.65,3975.9,No
+9254-RBFON,Female,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),98.6,1704.95,Yes
+1205-WNWPJ,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,59.5,415.95,Yes
+9391-EOYLI,Male,1,Yes,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,Yes
+7108-DGVUU,Female,1,Yes,No,21,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,No
+2782-JEEBU,Male,0,No,No,21,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36,780.15,No
+5127-BZENZ,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),65.2,3512.15,No
+2720-FVBQP,Female,0,Yes,Yes,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,No
+9906-NHHVC,Female,1,No,No,65,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,No
+4522-XRWWI,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.45,3375.9,No
+3766-EJLFL,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.05,7508.55,No
+5939-SXWHM,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.3,1245.05,No
+8152-UOBNY,Female,1,No,No,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,No
+7351-KYHQH,Female,1,No,No,7,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,64.95,493.65,No
+7643-RCHXS,Female,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,No
+8246-SHFGA,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.1,385.55,No
+8387-MOJJT,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),77.95,3384,Yes
+0620-XEFWH,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,84.2,No
+6485-QXWWE,Female,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26,1638.7,No
+2761-OCIAX,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,165.4,Yes
+7321-VGNKU,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,120.25,No
+5327-CNLUQ,Male,0,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),96.9,4473.45,No
+7552-KEYGT,Male,0,Yes,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,520.55,No
+5816-JMLGY,Female,0,Yes,Yes,70,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.4,5717.85,No
+3068-OMWZA,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,88.8,Yes
+2927-QRRQV,Male,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,No
+6032-KRXXO,Male,0,No,No,30,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,Yes
+7459-RRWQZ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,Yes
+6265-SXWBU,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),95.75,6511.25,No
+7941-RCJOW,Male,0,No,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1218.65,No
+6374-NTQLP,Male,1,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.1,7447.7,No
+4154-AQUGT,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Yes
+2387-KDZQY,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.1,279.5,No
+3584-WKTTW,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.55,5720.35,No
+3399-BMLVW,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,No
+1971-DTCZB,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.95,6468.6,No
+3092-IGHWF,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,87.4,5918.8,Yes
+3374-PZLXD,Male,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,No
+3813-DHBBB,Male,0,Yes,No,67,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),50.95,3521.7,No
+2812-REYAT,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.05,923.1,No
+6518-PPLMZ,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.4,1110.35,No
+4939-KYYPY,Male,0,No,No,27,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,No
+8017-LXHFA,Female,1,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,Yes
+5930-GBIWP,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),81.5,5553.25,No
+6022-KOUQO,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,No
+6352-TWCAU,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.45,3029.1,Yes
+2361-UPSND,Female,0,Yes,No,46,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,No
+6035-RIIOM,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),97.2,5129.45,No
+2929-QNSRW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,5508.35,Yes
+1262-OPMFY,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Yes
+9504-DSHWM,Male,0,No,No,20,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,No
+5035-BVCXS,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,75.9,866.4,No
+6267-DCFFZ,Female,1,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,No
+3533-UVMOM,Male,0,Yes,No,68,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),70.95,4741.45,No
+2439-LYPMQ,Male,1,Yes,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.6,4009.2,No
+4248-QPAVC,Female,1,Yes,No,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Yes
+1899-VXWXM,Male,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.1,5082.8,Yes
+1478-VPOAD,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.8,43.8,No
+9995-HOTOH,Male,0,Yes,Yes,63,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,59,3707.6,No
+2988-PLAHS,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,69.95,220.45,No
+1371-OJCEK,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.35,1133.7,No
+4999-IEZLT,Male,0,No,No,66,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),29.45,1983.15,No
+8883-ANODQ,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),84.4,5746.75,No
+4690-LLKUA,Male,1,No,No,17,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,770.6,Yes
+2351-RRBUE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,134.05,No
+5980-BDHPY,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.1,6230.1,No
+1498-DQNRX,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,No
+9469-WEJBT,Male,0,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.35,3419.3,No
+3331-HQDTW,Female,0,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,109.8,3587.25,Yes
+9490-DFPMD,Female,1,No,No,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.65,3541.35,Yes
+2581-VKIRT,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,65.5,3801.3,No
+5442-XSDCW,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,Yes
+7426-WEIJX,Male,1,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.95,4859.1,No
+2851-MMUTZ,Female,0,No,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,56.15,1439.35,No
+3049-NDXFL,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.8,85.8,Yes
+8580-AECUZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.1,79.1,Yes
+3307-TLCUD,Male,0,Yes,No,17,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,34.4,592.75,No
+6625-FLENO,Male,0,Yes,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1185.95,No
+2967-MXRAV,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,18.8,No
+7963-GQRMY,Female,0,Yes,Yes,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,Yes
+8189-HBVRW,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.8,4921.2,No
+4163-KIUHY,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.6,901.25,No
+1228-FZFRV,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,Yes
+3500-NSDOA,Male,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Credit card (automatic),70.8,4859.95,No
+1171-TYKUR,Male,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.4,1139.2,No
+3761-FLYZI,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,No
+2058-DCJBE,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,324.6,Yes
+5364-XYIRR,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,4812.75,Yes
+4829-AUOAX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,Yes
+1219-NNDDO,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.85,663.55,No
+8388-DMKAE,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,174.65,No
+4403-BWPAY,Male,0,No,No,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,No
+9659-QEQSY,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,115.65,5125.5,No
+5405-ZMYXQ,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,No
+5047-LHVLY,Male,1,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Yes
+1442-OKRJE,Male,0,Yes,Yes,66,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,No
+4737-AQCPU,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),72.1,5016.65,No
+9158-VCTQB,Female,0,Yes,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Yes
+2808-CHTDM,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,No
+6311-UEUME,Female,0,No,No,29,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.9,2384.15,Yes
+0793-TWELN,Female,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,319.85,No
+3283-WCWXT,Male,0,Yes,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,153.3,No
+1060-ENTOF,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,No
+0999-QXNSA,Male,1,No,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,No
+5451-MHQOF,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.45,1431.65,No
+4836-WNFNO,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25,1849.2,No
+9225-BZLNZ,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,85.25,6083.1,No
+0354-VXMJC,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,426.65,No
+4422-QVIJA,Female,0,No,Yes,35,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,No
+9365-SRSZE,Male,1,Yes,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,1943.9,No
+6839-ITVZJ,Female,0,Yes,Yes,26,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,Yes
+8332-OSJDW,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26.4,314.95,No
+4735-BJKOU,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,804.85,No
+0274-JKUJR,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,58.85,465.7,No
+5740-YHGTW,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,No
+8917-SZTTJ,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,1161.75,No
+1696-MZVAU,Male,0,Yes,Yes,39,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),25.25,947.75,No
+7359-WWYJV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.45,8375.05,No
+0375-HVGXO,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,34.7,34.7,Yes
+4906-ZHGPK,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,70.7,3770,No
+8593-WHYHV,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,Yes
+3795-GWTRD,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),75.55,4707.85,No
+1298-PHBTI,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Electronic check,84.8,6152.4,No
+6223-DHJGV,Female,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.65,958.1,No
+6961-MJKBO,Male,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943,No
+6097-EQISJ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,Yes
+4423-YLHDV,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Yes
+8158-WPEZG,Male,0,No,No,11,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,35.65,425.1,No
+0107-YHINA,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,99.75,Yes
+4918-FYJNT,Female,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.45,5044.8,No
+0727-BNRLG,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),97.65,6743.55,No
+4854-CIDCF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,73.85,196.4,No
+8640-SDGKB,Male,0,No,No,4,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.4,299.7,Yes
+3280-MRDOF,Male,1,No,No,30,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),69.1,2093.9,No
+6435-SRWBJ,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,No
+9964-WBQDJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.4,1725.4,No
+6303-KFWSL,Female,0,No,No,29,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Electronic check,55.25,1620.2,No
+1702-CCFNJ,Male,0,Yes,No,52,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,No
+8932-CZHRQ,Male,0,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),76.75,5233.25,No
+0386-CWRGM,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,967.85,No
+5515-RUGKN,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),54.75,438.05,No
+0404-AHASP,Male,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,No
+7279-NMVJC,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,No
+2081-VEYEH,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,No
+6407-UTSLV,Female,1,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,No
+4116-TZAQJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Yes
+9060-HJJRW,Female,0,No,No,51,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),56.4,2928.5,No
+2587-YNLES,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,No
+7398-SKNQZ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.9,273.2,No
+5935-FCCNB,Female,1,No,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,No
+1958-RNRKS,Male,0,Yes,No,30,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,No
+5136-RGMZO,Male,0,No,No,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,71.05,2168.15,No
+8345-MVDYC,Female,0,No,No,45,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),81.65,3618.7,No
+8226-BXGES,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),89.45,5692.65,No
+3877-JRJIP,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.85,59.85,Yes
+8375-DKEBR,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
+9705-IOVQQ,Male,1,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,99,5969.3,No
+1015-OWJKI,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,No
+7511-YMXVQ,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.4,418.8,Yes
+2040-XBAVJ,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.45,8100.55,No
+7551-JOHTI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,Yes
+8887-IPQNC,Female,0,Yes,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,No
+8646-JCOMS,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,No
+9804-ICWBG,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,Yes
+1222-KJNZD,Male,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,No
+0106-GHRQR,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,No
+5318-IXUZF,Female,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,Yes
+3768-VHXQO,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1583.5,No
+8952-WCVCD,Female,0,Yes,No,41,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,4162.05,No
+2418-TPEUN,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1119.9,No
+3963-RYFNS,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.45,8013.55,No
+3198-VELRD,Female,0,Yes,Yes,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Yes
+8540-ZQGEA,Female,0,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1102.4,No
+1320-REHCS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.75,5832,No
+4137-JOPHL,Female,0,No,No,50,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),89.7,4304.5,No
+9436-ZBZCT,Male,0,No,No,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.95,1178.4,Yes
+7801-CEDNV,Male,0,Yes,No,27,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),48.7,1421.75,No
+2057-BOYKM,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),96.6,6827.5,No
+3658-QQJYD,Male,0,No,No,62,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),74.3,4698.05,No
+1803-BGNBD,Female,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,No
+0134-XWXCE,Female,1,No,No,44,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.85,3268.05,No
+6950-TWMYB,Male,0,Yes,Yes,54,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),79.95,4362.05,No
+5848-FHRFC,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1386.9,No
+2243-FNMMI,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,415.4,No
+2511-MORQY,Male,0,Yes,Yes,50,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Bank transfer (automatic),54.9,2614.1,No
+5356-KZCKT,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1513.6,No
+9470-XCCEM,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,No
+6519-CFDBX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,No
+3902-MIVLE,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,75.7,4676.7,No
+0409-WTMPL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),110.65,6526.65,No
+8763-KIAFH,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,583.3,No
+3669-WHAFY,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,No
+3055-VTCGS,Female,0,No,No,63,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),58.55,3503.5,No
+3144-KMTWZ,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,No
+7279-BUYWN,Female,1,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,113.2,4689.5,Yes
+7156-MHUGY,Male,1,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.5,1201.15,Yes
+7198-GLXTC,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79,143.65,Yes
+2007-QVGAW,Female,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.35,1292.65,No
+5207-PLSTK,Male,0,Yes,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.75,48.75,No
+2307-FYNNL,Male,1,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.05,7108.2,No
+5605-XNWEN,Male,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25,1802.55,No
+2155-AMQRX,Female,0,No,No,28,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,No
+6181-AXXYF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1859.1,No
+5091-HFAZW,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,168.5,No
+0516-VRYBW,Female,0,No,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Yes
+2519-LBNQL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,No
+8623-ULFNQ,Female,1,No,No,26,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,No
+8380-PEFPE,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes
+5687-DKDTV,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,77.5,Yes
+1568-LJSZU,Male,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.2,6392.85,No
+7530-HDYDS,Female,0,No,No,38,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Yes
+7789-HKSBS,Female,1,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4599.15,No
+7416-CKTEP,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1134.25,No
+2586-CWXVV,Male,0,Yes,No,54,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.4,1621.35,No
+3096-IZETN,Female,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Yes
+2348-KCJLT,Female,0,Yes,No,44,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,61.5,2722.2,No
+8401-EMUWF,Male,0,Yes,Yes,42,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,No
+4193-IBKSW,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1769.6,No
+5377-NDTOU,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,No
+5922-ABDVO,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,Yes
+2474-LCNUE,Female,0,Yes,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,No
+0839-QNXME,Female,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,578.5,No
+3506-OVLKD,Male,0,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),26.2,954.9,No
+9172-ANCRX,Female,0,No,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,973.25,Yes
+6650-VJONK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,No
+2178-PMGCJ,Male,0,No,No,22,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.7,1490.4,No
+7492-TAFJD,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Mailed check,38.55,280,No
+2773-MADBQ,Female,0,No,No,36,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,53.1,1901.25,No
+6016-LVTJQ,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,No
+7860-KSUGX,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720,No
+8966-KZXXA,Male,0,Yes,Yes,36,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,930.95,No
+6910-HADCM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,Yes
+4816-LXZYW,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1676.95,Yes
+9606-PBKBQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,2642.05,Yes
+5149-QYTTU,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,No
+2070-XYMFH,Female,1,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.35,1835.3,No
+2085-BOJKI,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.65,1588.25,No
+0817-HSUSE,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,No
+5442-PPTJY,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,258.35,No
+1927-QEWMY,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,No
+1663-MHLHE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No
+5663-QBGIS,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.35,6929.4,No
+4450-MDZFX,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,No
+6701-DHKWQ,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),51.35,3244.4,No
+7554-AKDQF,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,No
+3536-IQCTX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.3,2661.1,Yes
+4911-BANWH,Female,0,No,Yes,31,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,Yes
+8496-EJAUI,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Yes
+0794-YVSGE,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,No
+5423-BHIXO,Female,0,No,No,32,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,No
+6908-VVYHM,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931,No
+2959-EEXWB,Female,0,Yes,Yes,45,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,No
+1839-UMACK,Male,0,No,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,No
+3030-YDNRM,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,572.45,No
+7321-KKSDU,Male,0,No,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,696.8,No
+3402-XRIUO,Female,1,Yes,No,22,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,63.55,1381.8,No
+3132-TVFDZ,Male,1,Yes,No,57,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.85,2572.95,Yes
+8286-AFUYI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,No
+8080-DDEMJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,Yes
+8356-WUAOJ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45,45,No
+6365-MTGZX,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96,2122.45,Yes
+1349-WXNGG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.05,20.05,Yes
+8058-DMYRU,Male,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,No
+9350-ZXYJC,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,116.95,No
+6990-YNRIO,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),108.65,6937.95,Yes
+8958-JPTRR,Female,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.3,1261.7,No
+6959-GQEGV,Male,0,No,No,45,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,No
+3173-WSSUE,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1415.85,No
+1265-HVPZB,Male,0,Yes,No,59,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,No
+4115-UMJFQ,Male,0,No,No,69,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),35.75,2492.25,No
+7369-TRPFD,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,No
+1098-KFQEC,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083,No
+7190-XHTWJ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,755.5,No
+0621-TWIEM,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.55,402.6,Yes
+3537-RYBHH,Female,1,Yes,No,47,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),67.45,3252,No
+2485-ITVKB,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,Yes
+3669-OYSJI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),46.2,46.2,Yes
+1612-EOHDH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,45.15,Yes
+6702-OHFWR,Male,1,No,No,1,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,43.3,43.3,Yes
+5296-BFCYD,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.1,936.85,No
+4510-PYUSH,Female,1,No,No,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,Yes
+9359-JANWS,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),58.9,3857.1,No
+7517-SAWMO,Female,0,Yes,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.2,1441.1,Yes
+4143-HHPMK,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.35,4338.6,Yes
+3279-DYZQM,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,1378.45,No
+7054-LGEQW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes
+0523-VNGTF,Female,1,No,No,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50.5,2566.3,No
+9575-IWCAZ,Male,0,Yes,No,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.1,171,No
+7105-MXJLL,Female,1,Yes,No,26,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,60.7,1597.4,No
+7064-FRRSW,Male,1,No,No,48,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99,4744.35,No
+7940-UQQUG,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,No
+0923-PNFUB,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,Yes
+3961-SXAXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,No
+7010-BRBUU,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,No
+3566-HJGPK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.55,45.55,No
+3062-ICYZQ,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.8,4539.35,No
+9938-PRCVK,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,804.25,No
+0973-KYVNF,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),70.65,5011.15,No
+5129-HHMZC,Female,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,No
+9637-CDTKZ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.1,8086.4,No
+3946-JEWRQ,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.2,4563,No
+7873-CVMAW,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.55,6362.35,No
+0463-WZZKO,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.75,67.1,No
+3494-JCHRQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,Yes
+6474-FVJLC,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86,165.45,Yes
+4524-QCSSM,Male,0,No,No,26,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,No
+5832-EXGTT,Male,0,Yes,Yes,29,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,60.2,1834.15,No
+8840-DQLGN,Female,1,Yes,No,35,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,Yes
+2039-JONDJ,Male,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,No
+7217-JYHOQ,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,No
+6695-FRVEC,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,No
+4547-LYTDD,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,72.65,1194.3,Yes
+9894-QMIMJ,Female,0,No,No,23,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),55.8,1327.85,No
+8069-YQQAJ,Male,0,No,No,14,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,31.1,419.7,No
+6770-XUAGN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21,21,Yes
+4193-ORFCL,Female,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.1,45.1,Yes
+1636-NTNCO,Male,1,No,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,207.35,No
+3466-WAESX,Male,0,No,Yes,16,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,69.1,1083.7,No
+9281-PKKZE,Female,0,Yes,No,46,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,43.95,2007.85,No
+3638-VBZTA,Male,0,No,Yes,68,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.5,5882.75,No
+7459-IMVYU,Male,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,69.95,2657.55,No
+7776-QWNFX,Male,1,Yes,No,30,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,Yes
+6689-TCZHQ,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,Yes
+8563-OYMQY,Male,0,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,No
+0754-EEBDC,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,No
+5777-ZPQNC,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.15,260.7,No
+1951-IEYXM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.6,6441.85,No
+3318-NMQXL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92,266.8,No
+3143-ILDAL,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.45,5124.6,Yes
+1022-RKXDR,Female,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.85,962.25,No
+2361-FJWNO,Male,0,No,No,40,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36,1382.9,No
+2272-UOINI,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,78.5,571.05,No
+8232-UTFOZ,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,No
+3750-YHRYO,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,150,No
+6637-KYRCV,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.5,167.2,No
+5668-MEISB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),106.1,7657.4,No
+0129-QMPDR,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.5,865.05,No
+7188-CBBBA,Female,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,95.5,6153.85,No
+5356-CSVSQ,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,64.6,174.2,No
+3221-CJMSG,Male,0,No,No,24,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,No
+4720-VSTSI,Female,0,No,No,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Yes
+3219-JQRSL,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.1,6352.4,No
+2801-NISEI,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.95,1348.5,No
+3946-MHCZW,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.9,50.9,Yes
+4623-ZKHLY,Male,0,Yes,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,No
+6732-VAILE,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.95,5931.75,No
+8201-AAXCB,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,60.35,1404.65,No
+7696-CFTAT,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,No
+1845-CSBRZ,Female,1,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,No
+2123-VSCOT,Female,0,Yes,Yes,59,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,No
+6651-AZVTJ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4872.45,Yes
+4566-GOLUK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Yes
+2484-DGXPZ,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Yes
+2018-QKYGT,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,81.05,No
+2792-VPPET,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,No
+7409-JURKQ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),111.8,5809.75,No
+3247-MHJKM,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No
+1964-SVLEA,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,No
+4587-NUKOX,Female,0,No,No,3,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.1,246.5,Yes
+7297-DVYGA,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,996.95,No
+2239-CGBUZ,Female,0,Yes,No,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.5,3145.15,No
+0854-UYHZD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,265.3,No
+7243-LCGGZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,No
+8267-KFGYD,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,No
+4890-VMUAV,Male,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,71.5,4576.3,No
+9261-WDCAF,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,54.65,189.1,No
+3764-MNMOI,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,No
+7442-YGZFK,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No
+0420-BWTPW,Male,0,No,Yes,8,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.5,215.2,Yes
+8229-BUJHX,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1500.95,No
+7449-HVPIV,Male,0,Yes,Yes,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,No
+5504-WSIUR,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.25,6385.95,No
+8183-ONMXC,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.75,159.45,Yes
+8466-PZBLH,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,No
+9614-RMGHA,Male,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,Yes
+8735-IJJEG,Male,0,Yes,No,14,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),50.2,668.85,No
+0564-MUUQK,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,No
+5054-IEXZT,Male,0,No,Yes,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes
+5834-ASPWA,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Yes
+0701-RFGFI,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,No
+0019-EFAEP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,No
+5619-PTMIK,Female,0,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,No
+3737-XBQDD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,No
+5882-CMAZQ,Female,0,Yes,Yes,5,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.25,163.55,No
+5846-QFDFI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),88.6,2888.7,No
+4445-KWOKW,Female,0,No,No,42,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),60.15,2421.6,No
+3511-APPBJ,Male,0,No,No,23,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),99.95,2292.75,No
+7967-HYCDE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,No
+2430-RRYUW,Male,0,No,No,66,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,No
+3948-XHGNA,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,Yes
+3723-BFBGR,Male,1,No,No,24,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),54.8,1291.3,No
+0565-IYCGT,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),78.6,5356.45,Yes
+5447-WZAFP,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.3,5200.8,No
+5110-CHOPY,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,No
+5445-UTODQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.1,576.65,Yes
+4425-OWHWB,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,No
+7892-QVYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,No
+9675-ICXCT,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,80.8,5728.55,No
+1024-VRZHF,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Yes
+4703-MQYKT,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,390.4,No
+9497-QCMMS,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,93.55,Yes
+5692-ICXLW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.7,2845.15,No
+0602-DDUML,Female,0,No,No,57,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,69.75,3894.4,No
+2208-MPXIO,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20,886.4,No
+1960-UYCNN,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,No
+0348-SDKOL,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,Yes
+3190-FZATL,Male,0,No,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,268.4,No
+7336-RLLRH,Male,0,Yes,No,27,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,No
+4373-MAVJG,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),90.9,1259,Yes
+8901-HJXTF,Female,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,309.1,Yes
+7710-JSYOA,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),93.3,6398.05,No
+5419-KLXBN,Female,0,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,Yes
+3424-NMNBO,Male,1,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,Yes
+9885-MFVSU,Female,0,Yes,Yes,35,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),46.35,1662.05,No
+4514-GFCFI,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.75,1350.15,Yes
+0607-MVMGC,Male,0,Yes,Yes,45,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,No
+3365-SAIGS,Female,0,No,No,17,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.55,1329.15,No
+9828-AOQLM,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.7,45.7,Yes
+8022-BECSI,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,422.5,No
+8000-REIQB,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.95,69.95,Yes
+9993-LHIEB,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,67.85,4627.65,No
+0266-CLZKZ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6717.9,No
+7615-ESMYF,Female,0,Yes,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,44.6,97.1,Yes
+3858-VOBET,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1710.45,Yes
+7020-OZKXZ,Female,1,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.5,637.4,No
+3977-QCRSL,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,117.95,No
+0017-DINOC,Male,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Credit card (automatic),45.2,2460.55,No
+1447-PJGGA,Female,0,No,No,57,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,95.25,5464.65,Yes
+8565-CLBZW,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,Yes
+9139-WQQDY,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Mailed check,100.45,4941.8,Yes
+0224-HJAPT,Male,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,47.15,223.15,Yes
+8086-OVPWV,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.2,181.1,Yes
+9430-FRQOC,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,87.1,341.45,Yes
+7639-OPLNG,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),79.25,5731.85,No
+3074-GQWYX,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Yes
+1492-QGCLU,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,85.7,4616.1,No
+6845-RGTYS,Female,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.75,4533.7,Yes
+7328-OWMOM,Female,0,No,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,589.25,No
+4418-LZMSV,Male,0,Yes,Yes,13,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.8,750.1,No
+5155-AZQPB,Female,0,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,1410.25,No
+8861-HGGKB,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.45,830.85,Yes
+1087-GRUYI,Male,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,743.5,No
+7065-YUNRY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,45.3,Yes
+7694-VLBWQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,104.1,7040.85,Yes
+2546-KZAAT,Male,0,Yes,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,75.4,3865.45,No
+0181-RITDD,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,108.15,6825.65,No
+5989-PGKJB,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.25,1340.1,No
+4795-KTRTH,Female,1,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81,371.65,Yes
+8272-ONJLV,Male,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,95.7,1184,No
+1488-PBLJN,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,No
+0308-GIQJT,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),105.75,7382.85,No
+3778-FOAQW,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,456.85,No
+4452-ROHMO,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,331.6,No
+6481-OGDOO,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,Yes
+3090-LETTY,Male,0,No,Yes,2,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.95,134.6,No
+5349-AZPEW,Female,0,Yes,Yes,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,125.5,No
+3753-TSEMP,Female,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.15,1390.6,Yes
+8305-VHZBZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes
+9720-JJJOR,Male,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),60.3,2511.3,No
+8100-HZZLJ,Female,0,No,Yes,43,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,No
+8775-ERLNB,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.3,74.3,No
+8309-IEYJD,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No
+9172-JITSM,Female,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.8,2361.8,Yes
+6298-QDFNH,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.35,1730.35,Yes
+7398-HPYZQ,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),90.55,6404,No
+3546-GHEAE,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.45,165.35,No
+7361-YPXFS,Female,1,No,No,28,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,No
+6557-BZXLQ,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,1043.3,No
+2550-QHZGP,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,128.6,No
+7519-JTWQH,Female,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.5,7455.45,No
+2538-OIMXF,Female,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.7,24.7,No
+8543-MSDMF,Male,0,No,No,3,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,77.4,206.15,No
+9961-JBNMK,Male,1,No,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Yes
+1170-SASML,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,No
+4872-JCVCA,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),47.6,3377.8,No
+5346-BZCHP,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,1346.2,No
+2038-LLMLM,Female,0,No,No,48,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,4946.05,No
+6173-ITPWD,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.35,4065,Yes
+9734-UYXQI,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Yes
+1216-BGTSP,Male,0,No,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,No
+4138-NAXED,Male,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),81,4085.75,No
+2189-UXTKY,Female,0,Yes,No,22,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,79.2,1742.75,Yes
+0744-BIKKF,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.65,6224.8,No
+7483-IQWIB,Male,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.95,3415.25,No
+5248-KWLAR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.35,6325.25,No
+4958-GZWIY,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.7,340.25,Yes
+7996-MHXLW,Female,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1683.6,No
+7833-PKIHD,Male,0,Yes,Yes,51,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),76.4,3966.3,No
+7061-OVMIM,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,608.5,No
+5153-RTHKF,Female,0,No,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.35,2896.6,No
+1852-QSWCD,Male,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1514.85,No
+4832-VRBMR,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,6792.45,No
+9079-LWTFD,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,100.75,4669.2,No
+6356-ELRKD,Female,0,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,95.6,Yes
+8624-GIOUT,Female,0,No,No,49,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,Yes
+3392-EHMNK,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,No
+5986-WWXDV,Male,0,No,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.35,779.2,No
+3061-BCKYI,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,283.75,No
+6179-GJPSO,Female,1,No,No,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,Yes
+7901-TBKJX,Male,1,No,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,5594,No
+7228-PAQPD,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Credit card (automatic),59.1,772.85,No
+3177-LASXD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,Yes
+7746-QYVCO,Male,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,55.85,857.8,No
+5804-HYIEZ,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.05,7554.05,No
+9919-FZDED,Male,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,5981.65,No
+5934-TSSAU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,No
+3486-KHMLI,Male,0,No,Yes,21,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,No
+4897-QSUYC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Yes
+1084-UQCHV,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Yes
+8290-YWKHZ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.2,2931,Yes
+2955-BJZHG,Male,0,Yes,Yes,17,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.85,1400.85,Yes
+3806-DXQOM,Female,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,Yes
+6784-XYJAE,Female,0,No,No,36,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,No
+3933-DQPWX,Female,0,No,No,50,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),39.7,1932.75,No
+6661-EIPZC,Female,0,Yes,Yes,48,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,No
+8957-THMOA,Female,0,No,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,970.85,No
+2251-PYLPB,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,No
+5555-RNPGT,Male,0,No,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,No
+1057-FOGLZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,391.7,No
+9300-RENDD,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.95,79.95,Yes
+0761-AETCS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.3,19.3,Yes
+8087-LGYHQ,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.05,811.65,No
+4137-BTIKL,Male,0,No,No,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,90.75,174.75,No
+2190-BCXEC,Female,0,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,No
+6227-FBDXH,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),99.5,6841.45,No
+2153-MREFK,Female,0,Yes,No,37,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Yes
+2911-WDXMV,Male,0,No,Yes,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,No
+7206-PQBBZ,Male,1,Yes,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,No
+3106-ULWFW,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Yes
+0925-VYDLG,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242,Yes
+4547-FZJWE,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,No,Credit card (automatic),59.45,3157,No
+7422-WNBTY,Male,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092,No
+0842-IWYCP,Female,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,No
+3521-HTQTV,Male,0,No,No,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.1,980.35,No
+3744-ZBHON,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,No
+3373-DIUUN,Male,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,No
+8383-SGHJU,Female,0,No,No,33,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,No
+7607-QKKTJ,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),95,4368.85,No
+7707-PYBBH,Male,0,No,No,40,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2647.1,No
+8984-HPEMB,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.65,8477.6,No
+4349-GFQHK,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,54.35,54.35,Yes
+4139-DETXS,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.45,4528,No
+9779-DPNEJ,Female,0,Yes,Yes,22,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.15,1790.65,No
+9805-FILKB,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,845.6,No
+5793-YOLJN,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21,1210.3,No
+0673-IGUQO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No
+4123-FCVCB,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,75.85,854.45,No
+8819-IMISP,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,No
+7802-EFKNY,Male,0,Yes,No,5,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,100.4,Yes
+8311-UEUAB,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,75.5,5229.45,No
+5858-EAFCZ,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,44.45,No
+8035-BUYVG,Male,0,Yes,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,Yes
+1163-ONYEY,Male,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,No
+9787-XVQIU,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.3,75.3,Yes
+8945-MUQUF,Male,0,No,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,94.8,4837.6,Yes
+5656-MJEFC,Male,0,Yes,Yes,42,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),48.15,2032.3,No
+6082-OQFBA,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,No
+8051-HJRLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.55,70.55,Yes
+8974-OVACP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,No
+4010-YLMVT,Female,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,No
+1379-FRVEB,Male,0,No,Yes,15,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91,1430.05,No
+8612-GXIDD,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.4,313,No
+6288-CHQJB,Female,0,Yes,Yes,54,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),69.95,3871.85,No
+8160-HOWOX,Female,0,No,No,7,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,No
+3023-GFLBR,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),86.15,2745.7,Yes
+6648-INWPS,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,341.35,No
+4223-BKEOR,Female,0,No,Yes,21,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,1336.8,No
+4079-VTGLK,Male,1,Yes,No,30,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,74.85,2181.75,No
+1763-WQFUK,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,No
+1391-UBDAR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,72.9,818.45,No
+8894-JVDCV,Female,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),115.05,7133.45,No
+2023-VQFDL,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19,348.8,No
+1345-GKDZZ,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,No
+2014-MKGMH,Female,0,No,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.1,4674.4,No
+5628-FCGYG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,1737.45,No
+2560-WBWXF,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.15,1498.85,No
+0248-IPDFW,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,No
+7978-DKUQH,Female,0,Yes,No,25,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.6,1797.75,No
+4335-UPJSI,Female,0,No,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,498.1,No
+0524-IAVZO,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,2624.25,Yes
+2737-YNGYW,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.55,184.1,Yes
+1784-EZDKJ,Male,0,Yes,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.8,5498.8,No
+9297-FVVDH,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.5,4845.4,No
+8007-YYPWD,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.05,369.1,No
+7101-HRBLJ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,No
+5159-YFPKQ,Female,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.8,160.75,Yes
+6635-CPNUN,Male,0,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),96.6,2684.35,No
+4021-RQSNY,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,Yes
+5453-YBTWV,Male,0,Yes,Yes,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),101.1,6994.8,No
+5039-LZRQT,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.2,273.25,No
+2931-VUVJN,Female,1,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,94.05,5483.9,No
+9061-TIHDA,Male,1,Yes,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,1233.65,Yes
+8699-ASUFO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,527.9,Yes
+6418-PIQSP,Female,0,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81,4985.9,No
+8220-OCUFY,Female,0,No,No,21,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,No
+3995-WFCSM,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,No
+1895-QTKDO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),43.95,43.95,No
+2038-OEQZH,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,86.05,308.1,No
+1178-PZGAB,Female,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.25,383.65,No
+7927-AUXBZ,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,85.15,2555.9,Yes
+2626-VEEWG,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.4,1284.2,No
+2878-RMWXY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,No
+1657-DYMBM,Male,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1110.05,No
+7311-MQJCH,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,No
+7375-WMVMT,Male,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),95.5,6707.15,No
+1136-XGEQU,Female,0,Yes,Yes,50,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,No
+2530-FMFXO,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,103.2,5873.75,No
+6844-DZKRF,Male,0,No,No,2,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),50.2,109.25,No
+4695-WJZUE,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.55,179.25,Yes
+7619-ODSGN,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.75,1338.15,Yes
+5970-GHJAW,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,862.4,No
+8879-XUAHX,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,No
+3689-MOZGR,Female,0,No,No,29,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,No
+4195-PNGZS,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1718.2,No
+5003-XZWWO,Male,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,No
+3988-RQIXO,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.3,91.3,Yes
+7622-FWGEW,Male,1,Yes,No,56,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.65,4824.45,No
+6922-NCEDI,Male,0,No,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,No
+2514-GINMM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.5,79.5,Yes
+9891-NQDBD,Female,0,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,No
+6131-IUNXN,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,382.2,No
+8548-AWOFC,Male,0,Yes,No,66,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,63.85,4264.6,No
+9798-DRYDS,Female,0,Yes,Yes,17,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,No
+8532-UEFWH,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1345.85,No
+6296-DDOOR,Female,0,No,No,19,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,No,Electronic check,58.2,1045.25,No
+7951-VRDVK,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.85,3003.55,No
+5931-FLJJF,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,467.55,Yes
+4815-YOSUK,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),104.9,7537.5,No
+2659-VXMWZ,Male,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,111.3,7482.1,Yes
+0380-NEAVX,Male,1,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,No
+3207-OYBWH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Yes
+4285-GYRQC,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,Yes
+7216-EWTRS,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,Yes
+4365-MSDYN,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,No
+7036-TYDEC,Female,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,104,7028.5,No
+5802-ADBRC,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,104.4,5232.9,No
+8076-FEZKJ,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,225.85,No
+5197-YPYBZ,Female,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,274.7,No
+8337-MSSXB,Female,0,No,No,14,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.3,1180.95,Yes
+4312-GVYNH,Female,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),49.85,3370.2,No
+8495-LJDFO,Female,1,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,No
+0839-JTCUD,Female,0,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,5958.85,No
+5494-WOZRZ,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82,5999.85,No
+1302-UHBDD,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.95,1648.45,No
+2234-EOFPT,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.35,5753.25,No
+8619-IJNDK,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,No
+8378-LKJAF,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,No
+8182-BJDSI,Female,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.95,2625.55,Yes
+2528-HFYZX,Male,1,Yes,No,17,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Yes
+1153-GNOLC,Male,0,No,No,33,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309,No
+3298-QEICA,Female,0,Yes,Yes,23,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,34.6,813.45,No
+0788-DXBFY,Male,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.55,1108.8,No
+3597-YASZG,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.45,7349.35,No
+3496-LFSZU,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,No
+5242-UOWHD,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,929.2,No
+2482-CZGBB,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,740,Yes
+6479-SZPLM,Male,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,754.5,No
+8097-VBQTZ,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.9,3883.3,No
+4500-HKANN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Two year,No,Mailed check,59.7,1414.2,No
+9917-KWRBE,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),78.35,3211.2,No
+3420-ZDBMA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.45,371.6,No
+2212-LYASK,Male,0,Yes,Yes,27,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,No
+1393-IMKZG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,No
+8069-RHUXK,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),35.7,2545.7,No
+3398-GCPMU,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.55,6448.85,No
+2908-WGAXL,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1468.9,No
+3378-AJRAO,Male,0,Yes,Yes,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.85,1013.6,No
+1013-QCWAM,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,6690.75,No
+0866-QLSIR,Female,0,No,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,64.4,2088.75,Yes
+6050-FFXES,Female,0,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,No
+7181-BQYBV,Female,0,Yes,Yes,1,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.45,102.45,Yes
+0362-RAOQO,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,No
+9554-DFKIC,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,No
+5527-ACHSO,Female,0,No,No,11,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.5,829.3,No
+0829-DDVLK,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.1,302.45,No
+1399-UBQIU,Male,0,No,No,11,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,No
+1813-JLKWR,Female,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,1336.65,No
+0336-PIKEI,Male,1,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),74.4,5360.75,No
+7322-OCWHC,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),93.05,6735.05,No
+9537-VHDTA,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,51.2,51.2,No
+4957-TIALW,Female,0,No,Yes,15,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010,No
+2054-PJOCK,Female,0,No,No,60,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80.55,4847.05,No
+9150-HEPMB,Male,0,No,No,56,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,52.7,3019.7,No
+9030-QGZNL,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,161.65,No
+6204-IEUXJ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),80.1,217.55,Yes
+3126-WQMGH,Female,0,Yes,No,49,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,No
+4529-CKBCL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,Yes
+2506-CLAKW,Female,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Yes
+7176-WRTNX,Male,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,No
+1583-IHQZE,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,112.95,1384.75,Yes
+5732-IKGQH,Male,1,Yes,No,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,No
+9239-GZHZE,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,No
+7205-BAIAD,Female,0,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,No
+0151-ONTOV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.9,70.9,Yes
+4140-MUHUG,Female,1,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,220.95,Yes
+0093-EXYQL,Female,1,No,No,40,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.55,3673.6,No
+8064-RAVOH,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,No
+0219-QAERP,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,576.65,No
+0320-JDNQG,Male,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,Yes
+7180-PISOG,Male,0,Yes,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes
+9168-INPSZ,Female,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,104.15,4495.65,No
+3571-RFHAR,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.15,6941.2,Yes
+0015-UOCOJ,Female,1,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,48.2,340.35,No
+5334-AFQJB,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,No
+2754-SDJRD,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.15,908.55,No
+9578-VRMNM,Female,0,No,No,16,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,Yes
+1587-FKLZB,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Yes
+6140-QNRQQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.55,71.55,Yes
+8963-JLGJT,Male,0,No,Yes,3,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,No
+4307-KTUMW,Male,0,Yes,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,Yes
+1465-LNTLJ,Male,1,Yes,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),64.4,581.7,No
+5440-FLBQG,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,Yes
+2135-DQWAQ,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,85.3,420.45,No
+4056-QHXHZ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,107.45,7576.7,No
+7470-MCQTK,Female,0,Yes,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,Yes
+7488-MXJIV,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.65,321.65,Yes
+7401-JIXNM,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),91.3,4965,No
+9339-FIIJL,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.95,6151.9,No
+2027-FECZV,Male,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.7,1253.9,Yes
+2672-DZUOY,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,25.15,Yes
+4706-DGAHW,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.2,45.2,No
+3870-MQAMG,Female,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.35,5893.15,Yes
+6670-MFRPK,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Two year,Yes,Credit card (automatic),79.2,5420.65,No
+6177-PEVRA,Female,0,No,No,48,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,No
+4800-CZMPC,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),103.25,5037.55,Yes
+4813-HQMGZ,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,90.25,743.75,No
+7579-KKLOE,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,91.25,6589.6,No
+7377-DMMRI,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,47.8,92.45,Yes
+8402-EIVQS,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.9,6733.15,No
+4947-DSMXK,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),97.7,3410,No
+7245-NIIWQ,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,199.85,No
+0002-ORFBO,Female,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,65.6,593.3,No
+3324-OIRTO,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,No
+5414-OFQCB,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),90.45,5229.8,No
+4967-WPNCF,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.7,4464.8,No
+8552-OBVRU,Female,1,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.5,5068.05,No
+8499-BRXTD,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,401.85,No
+9154-QDGTH,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,No
+8197-BFWVU,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.25,6688.95,No
+2577-GVSIL,Male,0,Yes,Yes,35,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),73.45,2661.1,No
+9367-OIUXP,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,73.05,No
+6770-UAYGJ,Female,0,Yes,Yes,49,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1211.65,No
+6463-HHXJR,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,No
+7928-VJYAB,Male,0,Yes,Yes,11,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,1020.2,No
+1187-WILMM,Male,0,Yes,Yes,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),89.4,5597.65,No
+9776-OJUZI,Female,1,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,No
+1306-RPWXZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,No
+8949-JTMAY,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,Yes
+2774-LVQUS,Female,1,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,83.05,1258.3,Yes
+3097-PYWXL,Female,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,No
+2266-SJNAT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,No
+0869-PAPRP,Female,1,Yes,No,26,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.7,2067,No
+4238-JSSWH,Female,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,No
+2972-YDYUW,Female,0,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Electronic check,94.7,5468.95,No
+1104-FEJAM,Male,0,Yes,Yes,28,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,64.4,1802.15,No
+2809-ILCYT,Female,0,Yes,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,No
+5499-ECUTN,Female,0,Yes,No,47,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),66.05,3021.45,No
+4981-FLTMF,Female,0,Yes,Yes,57,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,No
+9121-PHQSR,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,No
+3113-IWHLC,Male,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.8,274.35,No
+3211-ILJTT,Male,0,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Yes
+4612-THJBS,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.75,5510.65,Yes
+4277-BWBML,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1322.85,No
+4094-NSEDU,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1973.75,Yes
+0234-TEVTT,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),45,2196.3,No
+4304-TSPVK,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.9,7843.55,No
+1552-AAGRX,Female,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,No
+2637-FKFSY,Female,0,Yes,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46.1,130.15,No
+9796-MVYXX,Female,1,No,No,14,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.7,692.35,No
+7874-ECPQJ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,No
+0020-INWCK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),95.75,6849.4,No
+7089-RKVSZ,Male,0,Yes,Yes,8,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.4,203.95,No
+2683-JXWQQ,Male,0,Yes,Yes,61,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,No
+9548-ZMVTX,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,No
+8739-XNIKG,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84,424.75,No
+9755-JHNMN,Female,0,No,No,49,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),67.4,3306.85,No
+3981-QSVQI,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No
+2789-HQBOU,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.35,253.8,No
+9424-CMPOG,Male,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,No
+5067-WJEUN,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),54.2,3838.2,No
+3450-WXOAT,Male,0,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,No
+9251-WNSOD,Female,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Mailed check,75.1,5064.45,No
+6974-DAFLI,Female,0,Yes,No,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.7,1140.05,No
+2616-UUTFK,Male,0,Yes,No,33,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,No
+7064-JHXCE,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,No
+5103-MHMHY,Female,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.95,45.95,Yes
+7989-AWGEH,Male,0,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,No
+4373-VVHQL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,No
+4559-UWIHT,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185,No
+7268-IGMFD,Male,1,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,No
+1846-XWOQN,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Yes
+0235-KGSLC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Yes
+6650-BWFRT,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.15,8529.5,No
+9570-KYEUA,Male,0,No,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),99.25,6549.45,No
+6993-YGFJV,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.55,7806.5,No
+2712-SYWAY,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.7,25.7,No
+0730-BGQGF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,6287.3,No
+5498-IBWPI,Female,0,Yes,Yes,66,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,No
+9101-NTIXF,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,50.6,No
+0013-SMEOE,Female,1,Yes,No,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.7,7904.25,No
+9314-QDMDW,Male,0,No,No,11,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,No
+9308-ANMVE,Male,0,No,Yes,47,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,No
+2884-GBPFB,Female,0,Yes,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,2416.55,Yes
+3757-NJYBX,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,Yes
+3413-DHLPB,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,No
+7649-PHJVR,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,226.8,No
+6114-TCFID,Female,0,No,No,29,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,No
+3787-TRIAL,Male,0,Yes,Yes,21,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,No
+2573-GYRUU,Male,1,Yes,No,48,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,No
+5156-UMKOW,Female,0,No,Yes,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.65,90.05,No
+1247-QBVSH,Female,0,Yes,Yes,43,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.2,2169.4,No
+6734-GMPVK,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.3,550.6,No
+9822-OAOVB,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.45,55.45,No
+6161-ERDGD,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,85.45,6300.85,No
+1226-JZNKR,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.8,160.05,No
+7318-EIVKO,Male,0,No,No,8,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.25,436.6,No
+3771-PZOBW,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,No
+5136-KCKGI,Female,0,Yes,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467,Yes
+8231-BSWXX,Male,0,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),79.05,5552.5,No
+6486-LHTMA,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.7,2835.5,No
+4083-BFNYK,Female,1,Yes,No,38,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),95,3591.25,No
+3722-WPXTK,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,Yes
+7389-KBFIT,Female,0,Yes,Yes,2,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,30.25,63.75,No
+7176-WIONM,Female,0,Yes,No,12,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,No
+5141-ZUVBH,Female,0,No,Yes,9,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93,870.25,No
+1089-HDMKP,Male,1,No,Yes,11,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.55,601.25,No
+7623-HKYRK,Male,0,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,111.65,No
+0310-SUCIN,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84.8,6046.1,No
+5197-PYEPU,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.45,3923.8,No
+2929-ERCFZ,Female,0,Yes,Yes,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,777.3,Yes
+7548-SEPYI,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.25,512.45,Yes
+8835-VSDSE,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.7,141.45,Yes
+6619-RPLQZ,Female,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,892.15,No
+3275-RHRNE,Male,0,Yes,Yes,28,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60,1682.05,No
+3503-TYDAY,Female,0,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.45,3398.9,No
+6901-GOGZG,Male,0,No,Yes,60,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,4984.85,No
+1623-NLDOT,Female,0,Yes,No,42,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,33.55,1445.3,Yes
+7021-XSNYE,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),49.65,305.55,No
+9621-OUPYD,Female,0,Yes,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,507.9,No
+9898-KZQDZ,Female,1,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,Yes
+8982-NHAVY,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.5,2673.45,No
+4307-KWMXE,Male,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,No
+0141-YEAYS,Female,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,No
+2450-ZKEED,Female,0,No,No,11,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),53.8,651.55,No
+3694-DELSO,Male,0,Yes,Yes,4,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,No
+3893-JRNFS,Male,0,No,No,68,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,No
+9603-OAIHC,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.05,70.05,No
+1133-KXCGE,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,407.05,No
+5236-PERKL,Female,0,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),112.95,6465,Yes
+0142-GVYSN,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.3,511.25,No
+1049-FYSYG,Female,0,Yes,No,17,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),35.65,646.05,No
+7854-FOKSF,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,Yes
+2519-FAKOD,Male,0,No,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,Yes
+8406-LNMHF,Male,1,Yes,No,59,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),82.95,4903.15,No
+1821-BUCWY,Male,0,No,No,30,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,Yes,Mailed check,55.65,1653.85,No
+8263-JQAIK,Male,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Yes
+0023-UYUPN,Female,1,Yes,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,No
+8314-DPQHL,Male,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,No
+1465-WCZVT,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,60.65,No
+9481-SFCQY,Female,0,No,Yes,14,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.8,824.85,No
+6360-SVNWV,Female,1,No,No,31,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,No
+0567-GGCAC,Female,0,No,No,7,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,61.4,438.9,No
+7089-IVVAZ,Female,0,No,No,8,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,Yes
+8884-MRNSU,Male,0,Yes,Yes,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,329.75,No
+2171-UDMFD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.45,674.55,No
+9050-IKDZA,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,81.5,162.55,No
+2205-YMZZJ,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.8,546.95,Yes
+9802-CAQUT,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.55,7887.25,No
+1254-IZEYF,Female,1,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,3186.65,Yes
+0187-WZNAB,Female,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,No
+9492-TOKRI,Female,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90,1527.35,Yes
+1475-VWVDO,Male,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,490.55,No
+9221-OTIVJ,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.85,1531.4,Yes
+1357-MVDOZ,Male,0,Yes,Yes,11,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,No
+7602-MVRMB,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,8058.85,No
+3325-FUYCG,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Electronic check,106.1,2847.4,Yes
+5908-QMGOE,Male,1,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Yes
+1197-BVMVG,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,294.45,No
+5406-KGRMX,Female,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,No
+8481-YYXWG,Female,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.35,461.7,Yes
+5968-HYJRZ,Male,0,Yes,Yes,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1160.45,No
+5198-EFNBM,Male,1,Yes,No,57,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,90.65,5199.8,No
+7516-GMHUV,Male,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),105.05,5163.3,No
+7140-ADSMJ,Male,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,162.3,No
+2230-XTUWL,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,883.35,No
+7706-YLMQA,Female,0,No,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,1341.5,No
+2585-KTFRE,Male,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,No
+7994-UYIVZ,Male,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,No
+2609-IAICY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Yes
+1740-CSDJP,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Yes
+7717-BICXI,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1205.05,No
+6559-RAKOZ,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,97.95,4917.9,No
+2636-OHFMN,Male,0,Yes,No,4,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.55,201,Yes
+4716-MRVEN,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,599.3,No
+2143-LJULT,Female,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.25,1733.15,No
+1323-OOEPC,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,Yes
+3200-MNQTF,Male,0,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,No
+6164-HXUGH,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,119.3,No
+5630-IXDXV,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.35,4849.1,No
+0320-DWVTU,Female,0,No,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,No
+9135-MGVPY,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,84.7,5878.9,No
+1212-GLHMD,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,86.05,244.85,No
+7878-JGDKK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.55,220.75,No
+1088-AUUZZ,Male,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,No
+0397-GZBBC,Male,1,Yes,No,59,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,Yes
+6614-YWYSC,Male,1,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1501.75,No
+9588-OZDMQ,Female,0,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45,89.75,No
+7641-EUYET,Male,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,Yes
+6476-EPYZR,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,No
+9921-ZVRHG,Female,0,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072,Yes
+1174-FGIFN,Female,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,No
+6620-HVDUJ,Male,0,No,No,24,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,No
+4701-MLJPN,Male,0,No,No,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,Yes
+1032-MAELW,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,No
+7641-TQFHN,Male,0,No,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,No,Mailed check,100.55,3895.35,No
+1552-TKMXS,Female,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,869.9,No
+9206-GVPEQ,Male,0,Yes,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,706.85,Yes
+8622-ZLFKO,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,No
+1596-BBVTG,Male,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Yes
+6188-UXBBR,Female,0,Yes,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.25,814.75,No
+2333-KWEWW,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,No
+5702-SKUOB,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,93.45,No
+1134-YWTYF,Male,0,Yes,No,27,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.8,1389.85,No
+6061-GWWAV,Male,0,No,Yes,41,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,70.2,2894.55,No
+0679-TDGAK,Male,0,Yes,Yes,50,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Electronic check,75.5,4025.6,No
+6585-WCEWR,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,No
+9067-YGSCA,Female,0,No,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),26.05,1856.4,No
+9067-SQTNS,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,926,No
+8433-WXGNA,Male,0,No,No,2,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,189.2,Yes
+1776-SPBWV,Female,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.1,682.1,No
+8735-SDUFN,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1778.7,No
+9668-PUGNU,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,24.5,1816.2,No
+9405-GPBBG,Female,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.5,7069.25,No
+1926-QUZNN,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.25,1841.2,No
+3707-GNWHM,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.25,74.25,Yes
+7016-NVRIC,Male,1,Yes,No,29,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),90.1,2656.7,No
+5829-NVSQN,Female,0,Yes,No,23,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),68.75,1689.45,No
+9565-AXSMR,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,No
+8922-LIEGH,Female,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.7,2187.55,Yes
+8869-LIHMK,Female,0,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.1,7334.05,No
+8245-UMPYT,Female,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.4,1581.2,Yes
+5186-SAMNZ,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,Yes
+0447-RXSGD,Male,0,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,No
+4927-WWOOZ,Male,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,No
+5788-YPOEG,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.75,2839.45,No
+5373-SFODM,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Yes
+0661-KBKPA,Male,0,Yes,Yes,53,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.75,3942.45,No
+9081-WWXKP,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,No
+0784-ZQJZX,Male,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1529.65,No
+3133-PZNSR,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),97.75,6991.6,No
+5766-ZJYBB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,19.4,Yes
+8931-GJJIQ,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,Yes
+4277-PVRAN,Female,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,Yes
+0022-TCJCI,Male,1,No,No,45,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Credit card (automatic),62.7,2791.5,Yes
+0722-SVSFK,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.4,715,No
+3612-YVGSJ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,No
+9825-YCXWZ,Female,1,No,No,41,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),101.1,4016.2,No
+5397-NSKQG,Male,0,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,No
+8565-HBFNN,Male,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),107.2,7317.1,No
+2000-DHJUY,Female,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),92.2,6474.45,No
+0203-HHYIJ,Male,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.3,676.35,Yes
+8670-ERCJH,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.4,8164.1,No
+7758-UJWYS,Male,0,Yes,Yes,34,No,No phone service,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Electronic check,40.55,1325.85,No
+2050-ONYDQ,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26,1654.85,No
+7055-JCGNI,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.95,7795.95,No
+0739-UUAJR,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,No
+4826-DXMUP,Male,0,No,Yes,35,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,No
+0952-KMEEH,Male,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,98.15,1230.25,Yes
+7285-KLOTR,Female,0,Yes,No,12,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,No
+0654-PQKDW,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,No
+7175-NTIXE,Female,0,No,No,25,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,No
+7963-SHNDT,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.1,1982.1,No
+9796-BPKIW,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,562.7,No
+0188-GWFLE,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,33.7,No
+8129-GMVGI,Female,0,Yes,Yes,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,1090.1,No
+2882-DDZPG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,227.45,No
+3547-LQRIK,Female,0,Yes,No,47,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,26.9,1250.85,No
+9137-NOQKA,Male,1,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,37.2,No
+5843-TTHGI,Female,0,No,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50,892.7,No
+1849-RJYIG,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60,487.75,No
+8868-GAGIO,Male,0,Yes,No,45,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,84.55,3713.95,No
+4061-UKJWL,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.45,141.7,No
+5380-XPJNZ,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,678.2,No
+8263-QMNTJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.55,8425.3,No
+8178-EYZUO,Male,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,93.7,4154.8,Yes
+3230-JCNZS,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99,7061.65,No
+0277-ORXQS,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),50.55,3364.55,No
+5130-IEKQT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,Yes
+3230-WYKIR,Male,0,No,No,18,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82,1425.45,Yes
+7996-BPXHY,Female,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25,332.5,No
+3227-WLKLI,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.55,5963.95,No
+0407-BDJKB,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,Yes
+2266-FUBDZ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,278.85,No
+8237-ULIXL,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,No
+9600-UDOPK,Male,0,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,Yes
+8216-AZUUZ,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,100.4,4303.65,No
+9153-BTBVV,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1753,No
+4074-SJFFA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,Yes
+3269-ATYWD,Male,1,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,Yes
+5186-PEIZU,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,617.65,No
+1074-AMIOH,Female,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,No
+4910-GMJOT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,94.6,Yes
+0354-WYROK,Female,1,Yes,Yes,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,2911.3,Yes
+4361-FEBGN,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.15,982.95,No
+7748-UMTRK,Female,1,No,Yes,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.3,2974.5,No
+0380-ZCSBI,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20,198.7,No
+7145-FEJWU,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,No
+6463-MVYRY,Female,1,No,No,57,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003,No
+3969-JQABI,Female,0,Yes,No,58,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,No
+9624-EGDEQ,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.8,813.3,No
+1051-EQPZR,Female,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,No
+5849-ASHZJ,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,No
+5780-INQIK,Female,0,No,No,8,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,49.4,408.25,No
+7576-OYWBN,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Yes
+4526-ZJJTM,Female,1,Yes,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,No
+8384-FZBJK,Female,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,No
+3750-RNQKR,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,246.25,No
+0962-CQPWQ,Female,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1296.15,No
+3096-YXENJ,Female,0,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.65,7082.85,No
+1265-BCFEO,Female,0,Yes,No,71,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5662.25,No
+5837-LXSDN,Female,0,Yes,Yes,21,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.85,1215.45,No
+5945-AZYHT,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,109.6,7854.15,No
+8325-QRPZR,Female,0,No,No,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,75.15,525,No
+6384-VMJHP,Female,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73,5265.2,No
+2262-SLNVK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,70.1,No
+7730-CLDSV,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),98.65,7129.45,No
+1135-HIORI,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.45,7266.95,No
+0164-APGRB,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.9,8496.7,No
+6481-ESCNL,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,No
+1790-NESIO,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.4,261.3,No
+1550-EENBN,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,104.35,3205.6,No
+5539-TMZLF,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.75,69.75,Yes
+4323-SADQS,Male,0,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,Yes
+4446-BZKHU,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,Yes
+5202-IVJNU,Female,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Yes
+5976-JCJRH,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,738.2,Yes
+8198-RKSZG,Female,0,Yes,Yes,14,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),80.45,1137.05,No
+0137-OCGAB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.2,80.2,Yes
+3351-NQLDI,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Yes
+9297-EONCV,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.35,6697.2,No
+7593-JNWRU,Male,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,Yes
+4588-YBNIB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes
+1069-QJOEE,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,505.45,No
+3336-JORSO,Female,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,Yes
+7799-DSEWS,Male,0,No,No,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,68.35,1299.8,No
+8766-PAFNE,Male,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.1,5564.85,No
+5315-CKEQK,Male,1,Yes,Yes,28,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Electronic check,51,1381.8,No
+3130-ICDUP,Female,0,No,Yes,2,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),80.55,188.1,No
+0820-FNRNX,Male,0,Yes,Yes,17,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,No
+0880-FVFWF,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,No
+4611-ANLQC,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,50.05,2911.5,No
+4213-HKBJO,Female,0,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,No
+2792-LSHWX,Female,0,No,No,1,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,83.4,83.4,No
+5028-GZLDO,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Yes
+0014-BMAQU,Male,0,Yes,No,63,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.65,5377.8,No
+6861-XWTWQ,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,Yes
+9018-PCIOK,Female,0,No,No,55,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,No
+4837-QUSFT,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),100.15,6643.5,No
+6877-TJMBR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,84.8,84.8,Yes
+9953-ZMKSM,Male,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,No
+0907-HQNTS,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113,7987.6,No
+7665-NKLAV,Female,0,Yes,Yes,36,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.65,1547.35,No
+6769-DCQLI,Male,0,No,No,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105,5426.85,Yes
+2433-KMEAS,Male,0,No,No,22,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,54.45,1127.35,Yes
+4391-LNRXK,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,No
+8250-ZNGGW,Female,1,No,No,5,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),59.9,287.85,No
+2195-ZRVAX,Female,0,Yes,No,47,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,4045.65,Yes
+3550-SAHFP,Female,0,No,No,33,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.35,2757.85,Yes
+2011-TRQYE,Male,0,No,No,18,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),33.5,600,Yes
+8562-GHPPI,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.8,19.8,No
+5893-PYOLZ,Male,0,No,No,56,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),81.8,4534.45,No
+4986-MXSFP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20,40.9,No
+6131-FOYAS,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,59.6,2094.9,No
+3027-YNWZU,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25,1584.8,No
+5609-IMCGG,Female,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,No
+4873-ILOLJ,Male,0,No,No,24,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.35,2238.5,Yes
+4727-MCYZG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,55.55,55.55,No
+9481-WHGWY,Female,0,Yes,Yes,70,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),75.35,5437.75,No
+2725-KXXWT,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,Yes
+9565-DJPIB,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,89.6,365.65,Yes
+4328-VUFWD,Female,0,No,No,39,Yes,No,DSL,No,No,No,Yes,No,Yes,One year,No,Electronic check,59.3,2209.15,No
+3301-LSLWQ,Female,0,No,No,29,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,66.1,1912.15,No
+7473-ZBDSN,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,No
+3166-PNEOF,Female,0,No,No,61,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5175.3,No
+5639-NTUPK,Male,0,No,Yes,13,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.1,670.65,No
+8780-YRMTT,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,No
+8348-HFYIV,Male,0,No,No,2,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,Yes
+5140-FOMCQ,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.15,6557.75,No
+6242-SGYTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),94.95,5791.85,No
+8166-ORCHU,Male,1,Yes,No,33,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,93.55,3055.5,No
+8414-OOEEL,Male,0,No,Yes,66,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.5,5196.1,No
+8454-AATJP,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.05,8405,No
+6849-WLEYG,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes
+4659-NZRUF,Female,0,No,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,1789.25,Yes
+4531-AUZNK,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,One year,Yes,Mailed check,95.15,5000.05,No
+4191-XOVOM,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,105.4,6713.2,No
+2150-OEGBV,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,562.6,No
+8429-XIBUM,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,Yes
+1855-CFULU,Female,1,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,91.45,No
+4878-BUNFV,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.7,828.85,No
+1872-EBWSC,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,617.35,No
+2608-BHKFN,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Yes
+7026-YMSBE,Male,0,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,No
+7341-LXCAF,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Yes
+6997-UVGOX,Male,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,No
+9674-EHPPG,Male,0,Yes,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),40.4,1842.7,No
+9462-MJUAW,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,Yes
+8128-YVJRG,Female,0,No,No,7,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,79.65,604.7,Yes
+5440-VHLUL,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,7386.05,No
+5781-BKHOP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.65,7334.05,No
+4283-FUTGF,Male,1,No,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.85,1471.75,Yes
+5213-TWWJU,Male,0,No,No,28,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,No,Electronic check,91,2626.15,No
+1569-TTNYJ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.75,412.1,Yes
+8628-MFKAX,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.75,8277.05,No
+2397-BRLOM,Male,1,Yes,Yes,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.45,583.45,Yes
+7629-WIXZF,Female,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,59.1,369.25,No
+5445-GLVOT,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1049.05,No
+3976-HXHCE,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,1414.8,No
+2466-NEJOJ,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.65,169.75,No
+0254-KCJGT,Male,0,Yes,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,No
+5472-CVMDX,Female,0,No,No,68,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.9,2719.2,No
+6461-SZMCV,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,No
+8150-QUDFX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,51.6,No
+9508-ILZDG,Female,1,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,No
+2346-DJQTB,Female,0,No,No,35,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.15,812.5,No
+1697-LYYYX,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.1,1143.8,No
+1942-OQFRW,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No
+4749-VFKVB,Female,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.1,50.1,Yes
+9640-ZSLDC,Female,0,Yes,Yes,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),60.6,3297,No
+4231-LZUYM,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.65,1887,No
+7598-UAASY,Male,0,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.4,151.8,Yes
+7938-OUHIO,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,293.65,Yes
+8510-AWCXC,Female,1,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,1308.1,Yes
+6128-AQBMT,Male,1,Yes,No,41,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,53.95,2215.4,No
+3594-BDSOA,Female,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,No
+0431-APWVY,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.1,2598.95,Yes
+5133-VRSAB,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,No
+5996-DAOQL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No
+6838-YAUVY,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),95.1,5064.85,No
+0484-JPBRU,Male,0,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,No
+7883-ROJOC,Female,0,Yes,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.9,839.65,No
+0244-LGNFY,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92.65,6733,No
+7274-CGTOD,Male,0,No,No,62,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,No
+4295-YURET,Female,1,Yes,Yes,56,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),72.6,4084.35,No
+3426-NIYYL,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,51.55,765.5,Yes
+8225-BTJAU,Male,1,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,793.55,Yes
+4635-EJYPD,Male,0,Yes,Yes,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.95,613.95,No
+1866-ZSLJM,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,No
+4636-TVXVG,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,No
+4236-UJPWO,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.5,46.4,No
+9392-XBGTD,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,581.85,No
+3387-VATUS,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,Yes
+6402-SSEJG,Female,0,No,No,25,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,61.05,1540.2,No
+1143-NMNQJ,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.7,169.8,Yes
+1169-SAOCL,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,No
+1110-KYLGQ,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.25,6780.1,No
+9929-PLVPA,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.4,94.5,No
+3518-PZXZQ,Female,0,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,No
+2371-JUNGC,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,208,No
+7693-QPEFS,Male,1,No,No,52,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,No
+0924-BJCRC,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,No
+5074-FBGHB,Male,0,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.65,6889.8,No
+2351-BKRZW,Female,0,Yes,Yes,43,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),75.2,3254.35,No
+4455-BFSPD,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,No
+0415-MOSGF,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes
+1724-BQUHA,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,477.7,Yes
+3948-KXDUF,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),68.75,4447.55,No
+2323-ARSVR,Male,0,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.05,7321.05,No
+0815-MFZGM,Female,0,Yes,No,42,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99,4135,No
+4826-XTSOH,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,Yes
+5480-XTFFL,Female,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21,697.7,No
+8295-FHIVV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,No
+2495-INZWQ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.55,174.3,Yes
+9086-YJYXS,Male,0,Yes,Yes,34,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),77.2,2753.8,No
+1179-INLAT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,69.25,No
+7909-FIOIY,Female,0,Yes,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.85,434.8,No
+4139-SUGLD,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,Yes
+6857-VWJDT,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,95.65,95.65,Yes
+6351-SCJKT,Male,0,No,No,3,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,41.35,107.25,No
+5468-BPMMO,Male,0,Yes,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,851.2,No
+5624-BQSSA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.95,20.95,Yes
+0197-PNKNK,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Bank transfer (automatic),84.45,5848.6,No
+2439-QKJUL,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,No
+1194-SPVSP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,19.65,No
+9534-NSXEM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.65,595.5,No
+2408-WITXK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,34.7,329.8,Yes
+8929-KSWIH,Male,0,No,No,25,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,No
+2250-IVBWA,Male,0,Yes,Yes,64,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.05,5135.35,No
+1810-MVMAI,Male,0,Yes,Yes,30,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,67.6,2000.2,No
+9506-UXUSK,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,No
+1229-RCALF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,115,7396.15,No
+3572-UOLYZ,Female,0,No,Yes,46,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,No
+1429-UYJSV,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,260.9,No
+5577-OTWWW,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.75,297.3,Yes
+6100-QQHEB,Male,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1515.1,Yes
+6366-XIVKZ,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,63.15,816.8,No
+3470-OBUET,Female,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74,4868.4,No
+2770-NSVDG,Male,0,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688,No
+9375-MHRRS,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.05,288.35,No
+2634-HCZGT,Male,1,Yes,No,53,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,Yes
+7503-QQRVF,Male,1,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Yes
+4860-YZGZM,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20,185.4,No
+6599-GZWCM,Female,0,No,No,13,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,74.65,966.25,No
+2691-NZETQ,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,758.6,Yes
+4404-HIBDJ,Female,0,No,No,25,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,Yes
+5533-NHFRF,Male,1,No,No,7,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,44.4,265.8,No
+7037-MTYVW,Male,0,Yes,Yes,38,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.4,3297,No
+4760-THGOT,Female,0,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,94.1,4107.3,No
+7295-JOMMD,Female,0,No,Yes,4,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,Yes
+4016-BJKTZ,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.9,2809.05,No
+6584-VQMYT,Male,0,No,Yes,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.2,1567.55,No
+9838-BFCQT,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,1851.45,No
+2790-XUYMV,Male,0,No,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),85.45,6028.95,No
+0581-MDMPW,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,No
+5013-SBUIH,Female,0,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,Yes
+1023-BQXZE,Male,0,No,No,57,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.35,4317.35,No
+9163-GHAYE,Female,0,No,No,15,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,48.85,736.8,No
+3904-UKFRE,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,No
+5353-WILCI,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,No
+0709-TVGUR,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Yes
+0058-EVZWM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,No
+6023-YEBUP,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,Yes
+7209-JCUDS,Male,0,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.9,1048.85,Yes
+7009-PCARS,Male,0,No,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,No
+0519-DRGTI,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,442.6,No
+1017-FBQMM,Female,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,No
+3001-CBHLQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.9,3351.55,Yes
+1985-MBRYP,Female,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.65,779.25,No
+6158-DWPZT,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),24.1,259.8,Yes
+9372-TXXPS,Female,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),59.85,3483.45,No
+3259-QMXUN,Male,0,Yes,No,58,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,86.1,4890.5,No
+1015-JPFYW,Male,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,136.75,No
+6645-MXQJT,Male,0,Yes,Yes,2,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,97.1,184.15,No
+4360-QRAVE,Male,1,No,No,37,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315,No
+8433-WPJTV,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.9,6767.1,No
+5804-JMYIO,Female,0,Yes,Yes,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,757.95,No
+3763-GCZHZ,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.05,6890,Yes
+6484-LATFU,Male,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1657.4,No
+7599-NTMDP,Female,0,Yes,Yes,62,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),48.7,3008.55,No
+0772-GYEQQ,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.35,262.05,Yes
+0536-ACXIP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.55,8165.1,No
+0936-NQLJU,Female,0,Yes,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,875.55,No
+4831-EOBFE,Male,0,Yes,Yes,29,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),94.65,2649.15,Yes
+1575-KRZZE,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.2,220.65,No
+3251-YMVWZ,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.05,1301.9,No
+4102-OQUPX,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes
+9170-GYZJC,Female,0,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Yes
+4884-LEVMQ,Male,0,Yes,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.45,790,No
+8857-CUPFQ,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,No
+7610-TVOPG,Male,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.35,378.6,No
+3638-DIMPH,Female,0,Yes,No,13,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,No
+1845-ZLLIG,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,No
+8559-WNQZS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,No
+3999-QGRJH,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,560.85,Yes
+1699-UOTXU,Male,0,No,No,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,61.4,3638.25,No
+2454-RPBRZ,Female,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,Yes
+0635-WKOLD,Male,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.75,2921.75,No
+5993-JSUWV,Female,0,No,No,66,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),61.15,4017.45,No
+4518-FZBSX,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,854.9,No
+5387-ASZNZ,Female,1,No,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,No
+6988-CJEYV,Male,0,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.7,4920.55,No
+2002-MZHWP,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes
+3097-FQTVJ,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,810.3,No
+5465-BUBFA,Female,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,772.4,No
+7299-GNVPL,Female,0,Yes,Yes,23,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,84.4,1936.85,No
+9743-DQKQW,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.1,79.8,No
+1215-VFYVK,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,48.25,202.25,No
+9371-BITHB,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,1070.5,No
+2265-CYWIV,Female,1,Yes,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.6,347.65,Yes
+9093-FPDLG,Female,0,No,No,11,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,94.2,999.9,No
+0541-FITGH,Female,0,Yes,No,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,62.15,113.1,No
+6985-HAYWX,Female,0,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,No
+7508-KBIMB,Male,0,Yes,Yes,24,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,No
+6838-HVLXG,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,No
+2277-DJJDL,Male,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99,6017.9,No
+1897-OKVMW,Female,0,Yes,Yes,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.6,5817.45,No
+5485-ITNPC,Male,0,Yes,No,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.9,5595.3,No
+0233-FTHAV,Female,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),79.2,4765,No
+4644-PIZRT,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),70.35,1201.65,No
+8922-NPKBJ,Male,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,867.3,No
+2740-TVLFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,50.15,No
+7771-CFQRQ,Female,0,Yes,Yes,47,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,No
+9512-PHSMG,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,252.75,No
+6963-EZQEE,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.55,6306.5,No
+2452-KDRRH,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,No
+2004-OCQXK,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.95,81.95,Yes
+5027-QPKTE,Male,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,451.1,Yes
+4146-SVFUD,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.6,44.6,No
+1564-HJUVY,Male,0,No,No,4,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,No
+3617-XLSGQ,Female,0,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,No
+7517-LDMPS,Female,0,No,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1017.35,No
+7244-KXYZN,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.45,527.35,No
+5226-NOZFC,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.75,2146.5,No
+2672-HUYVI,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,455.3,Yes
+1400-WIVLL,Male,0,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,107.95,5969.85,No
+7508-MYBOG,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.1,1235.55,Yes
+8148-NLEGT,Female,0,Yes,Yes,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,22.95,1014.25,No
+0148-DCDOS,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,Yes
+8347-GDTMP,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1225.65,No
+9992-RRAMN,Male,0,Yes,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.1,1873.7,Yes
+6746-WAUWT,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,No
+0310-MVLET,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,Yes
+0428-IKYCP,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87,1850.65,No
+4550-VBOFE,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.95,7101.5,Yes
+2187-PKZAY,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,No
+4003-OCTMP,Female,0,Yes,No,31,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,64,1910.75,No
+6652-YFFJO,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.9,716.1,No
+7225-IILWY,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1686.15,No
+5248-RPYWW,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),90.15,6716.45,No
+7923-IYJWY,Male,1,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.1,7839.85,No
+3170-GWYKC,Female,0,No,No,60,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,No
+5696-QURRL,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.05,45.05,Yes
+7409-KIUTL,Female,1,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71,71,Yes
+9830-ECLEN,Male,0,Yes,Yes,58,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,50,2919.85,No
+1732-VHUBQ,Female,1,Yes,Yes,47,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Yes
+0495-RVCBF,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.7,79.7,Yes
+2668-TZSPS,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No
+7854-EDSSA,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59,1254.7,Yes
+8869-TORSS,Female,0,No,No,48,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,Yes
+7446-SFAOA,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,No
+9522-ZSINC,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,No
+8234-GSZYK,Male,0,No,No,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.45,1110.05,No
+6505-OZNPG,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,63.4,348.8,No
+6164-HAQTX,Male,0,No,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),53.95,3888.65,No
+0679-IDSTG,Female,1,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.25,69.25,Yes
+7765-LWVVH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Electronic check,95.1,6843.15,No
+1658-TJVOA,Female,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.1,450.9,No
+0953-LGOVU,Male,0,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,No
+2115-BFTIW,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.95,1767.35,Yes
+4692-NNQRU,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,79.2,1742.45,No
+7742-MYPGI,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,No
+0611-DFXKO,Male,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89,1820.45,Yes
+7780-OTDSO,Male,0,Yes,No,18,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.4,1742.95,Yes
+9619-GSATL,Female,0,No,No,43,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,No,Electronic check,55.45,2444.25,No
+5622-UEJFI,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.4,949.8,No
+9747-DDZOS,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Yes
+0674-DGMAQ,Male,1,Yes,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.5,2970.8,No
+6203-HBZPA,Male,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),63.9,3334.95,No
+0484-FFVBJ,Male,0,No,No,32,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),64.85,2010.95,No
+0301-FIDRB,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.8,4684.3,No
+4139-JPIAM,Male,0,No,No,51,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,No
+2181-TIDSV,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1303.25,No
+2761-XECQW,Male,1,Yes,No,8,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,43.35,371.4,No
+1936-CZAKF,Male,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),49.65,2409.9,No
+9453-PATOS,Female,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,85.1,6155.4,No
+0564-JJHGS,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,Yes
+3348-CFRNX,Female,0,Yes,No,28,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,92.35,2602.9,Yes
+4402-FTBXC,Male,0,No,No,54,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,89.8,4667,No
+1428-GTBJJ,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,824.75,Yes
+2931-XIQBR,Female,0,Yes,Yes,50,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,103.05,5153.5,No
+0106-UGRDO,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116,8182.85,No
+5542-TBBWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,No
+1930-QPBVZ,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,No
+2606-PKWJB,Male,0,No,Yes,40,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,1564.05,No
+5322-ZSMZY,Male,0,Yes,Yes,31,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,755.6,No
+8059-UDZFY,Female,1,No,Yes,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,No
+7740-BTPUX,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.6,6292.7,No
+5220-AGAAX,Male,0,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24,1664.3,No
+0208-BPQEJ,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,198.1,No
+9435-JMLSX,Male,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,No
+3352-ALMCK,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.65,4108.15,No
+5312-IRCFR,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,No
+5294-IMHHT,Male,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),97.75,5043.2,No
+8802-UNOJF,Male,1,No,No,12,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,83.8,1029.75,Yes
+6313-GIDIT,Male,1,No,No,53,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,54.45,2854.55,Yes
+6176-YJWAS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),97.95,7114.25,No
+5310-NOOVA,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.95,907.05,No
+4526-EXKKN,Male,0,No,No,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.6,973.95,No
+5311-IHLEI,Male,0,No,No,12,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,No
+3987-KQDDU,Male,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.6,661.55,No
+3404-JNXAX,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,No
+5131-PONJI,Male,0,Yes,Yes,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,No
+2845-AFFTX,Male,1,Yes,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4259.3,Yes
+3489-VSFRD,Female,0,No,No,56,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.25,3282.75,No
+3345-JHUEO,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,No
+5815-HGGHV,Male,0,Yes,No,20,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,64.15,1274.45,No
+5260-UMPWX,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.25,493.95,No
+2249-YPRNG,Female,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Yes
+7410-YTJIK,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.45,480.75,Yes
+4626-GYCZP,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,635.6,Yes
+5649-RXQTV,Male,0,No,No,51,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99,5038.15,No
+2674-MIAHT,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.3,324.2,No
+2576-HXMPA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.55,19.55,No
+7587-AOVVU,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,100.75,2793.55,No
+5590-BYNII,Male,0,No,No,22,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,2095,Yes
+6898-MDLZW,Male,0,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.75,648.65,No
+3237-AJGEH,Female,0,Yes,Yes,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,31,95.05,Yes
+4707-YNOQA,Female,0,Yes,Yes,34,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.6,917.15,No
+9357-UJRUN,Male,0,Yes,No,24,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,58.35,1346.9,No
+1591-NFNLQ,Male,0,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80,4242.35,Yes
+8648-PFRMP,Female,1,No,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,46.35,672.7,No
+7663-CUXZB,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,113.75,6561.25,No
+0258-NOKBL,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.4,268.45,No
+1163-VIPRI,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.3,7337.55,No
+2815-CPTUL,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Yes
+9348-ROUAI,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.3,5194.05,No
+9443-JUBUO,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),65.25,4478.85,No
+0596-BQCEQ,Female,0,Yes,Yes,62,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.15,6283.3,Yes
+1481-ZUWZA,Male,0,No,No,28,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Yes
+3043-TYBNO,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,60.65,196.9,No
+4830-FAXFM,Male,0,No,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),24.1,439.2,No
+5906-BFOZT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No
+2960-NKRSO,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,85.95,2107.15,No
+8996-ZROXE,Male,1,No,No,57,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,Yes,Electronic check,53.5,3035.8,No
+5598-IKHQQ,Female,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,No
+0397-ZXWQF,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.5,1430.95,No
+5266-PFRQK,Male,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,No
+4674-HGNUA,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.9,6457.15,No
+6765-MBQNU,Female,0,Yes,No,26,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,26,684.05,No
+9786-IJYDL,Female,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,113.2,3914.05,No
+1303-SRDOK,Female,0,Yes,Yes,55,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,No
+3769-MHZNV,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,670.35,No
+6295-OSINB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,109.65,7880.25,No
+3308-MHOOC,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.2,19.2,No
+2309-OSFEU,Male,0,No,No,10,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,33.9,298.45,Yes
+2207-QPJED,Female,1,Yes,No,37,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,90,3371.75,No
+4177-JPDFU,Male,0,No,No,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,34,442.45,No
+2239-CFOUJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,20.4,No
+8046-DNVTL,Male,0,Yes,No,62,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,No
+2209-XADXF,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.25,25.25,No
+6620-JDYNW,Female,0,No,No,18,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,60.6,1156.35,No
+1891-FZYSA,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.95,6143.15,Yes
+4770-UEZOX,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,144.8,No
+1038-RQOST,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,No
+7613-LLQFO,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,Yes
+4568-TTZRT,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,No
+9513-DXHDA,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,81.7,2212.55,No
+2640-PMGFL,Male,0,No,Yes,27,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,Yes
+3801-HMYNL,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.15,89.15,Yes
+0516-QREYC,Female,1,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,459.95,No
+9685-WKZGT,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,1036.75,Yes
+6022-UGGSO,Female,1,No,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Yes
+8084-OIVBS,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,211.95,No
+8896-BQTTI,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25,25,No
+3865-QBWSJ,Male,1,No,Yes,38,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,80.45,3162.65,No
+3352-RICWQ,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,210.65,No
+2160-GPFXD,Male,0,Yes,Yes,54,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),65.65,3566.7,No
+2065-MMKGR,Female,0,No,No,29,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),71,2080.1,No
+5857-TYBCJ,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,No
+1498-NHTLT,Male,0,Yes,Yes,59,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,86.75,5186,No
+4484-CGXFK,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,196.15,Yes
+1402-PTHGN,Female,0,Yes,Yes,18,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,No
+4176-RELJR,Male,1,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1672.15,No
+6214-EDAKZ,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1206.05,Yes
+5199-FPUSP,Male,0,No,Yes,33,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),34.05,1113.95,No
+6377-KSLXC,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,107.05,No
+1796-JANOW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,38.15,No
+0238-WHBIQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.7,6339.3,No
+8735-NBLWT,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,184.1,No
+6651-RLGGM,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.3,1688.9,No
+6127-ISGTU,Female,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,Yes
+1614-JBEBI,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.7,137.6,No
+8740-XLHDR,Male,0,No,No,5,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,43.25,219,Yes
+1208-DNHLN,Male,0,Yes,Yes,23,Yes,Yes,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),48.35,1067.15,Yes
+1761-AEZZR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.55,79.55,Yes
+3923-CSIHK,Female,1,Yes,No,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,3444.85,Yes
+5696-EXCYS,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,No
+5795-KTGUD,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.8,7553.6,No
+7120-RFMVS,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,84.5,Yes
+7924-GJZFI,Female,1,Yes,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,1813.1,No
+4702-HDRKD,Male,0,No,No,67,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,No
+8512-WIWYV,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,707.5,No
+5897-ZYEKH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,105.6,7112.15,No
+5456-ITGIC,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.45,4641.1,No
+7317-GGVPB,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.6,7690.9,Yes
+1406-PUQVY,Male,0,No,Yes,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.9,49.9,No
+1322-AGOQM,Male,0,No,No,46,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Yes
+3677-IYRBF,Female,1,No,No,2,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Yes
+5692-FPTAH,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,Yes
+9114-AAFQH,Female,0,Yes,No,48,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,65.65,3094.65,No
+8715-KKTFG,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.3,6518.35,No
+1550-LOAHA,Female,0,Yes,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Yes
+1728-BQDMA,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.45,82.7,No
+0268-QKIWO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,58.85,Yes
+0876-WDUUZ,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Yes
+5117-ZSMHQ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),89.9,6342.7,No
+5151-HQRDG,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.05,2030.75,No
+0960-HUWBM,Male,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.1,6700.05,No
+6465-GSRCL,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.6,7244.7,No
+0617-FHSGK,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.2,3678.3,Yes
+0263-FJTQO,Male,0,Yes,Yes,50,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.5,3486.65,No
+7319-ZNRTR,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.6,411.15,No
+2858-MOFSQ,Female,0,No,Yes,17,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,Yes,Mailed check,55.85,937.5,Yes
+7503-EPSZW,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.05,1559.15,No
+7089-XXAYG,Male,0,Yes,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),38.1,970.4,No
+8118-LSUEL,Male,1,No,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,Yes
+8070-AAWZP,Male,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,34.25,828.2,No
+1666-JXLKU,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3810.55,No
+7855-DIWPO,Female,0,No,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.65,1493.2,No
+5133-POWUA,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.8,45.8,No
+5652-MSDEY,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.75,777.3,No
+7005-CCBKV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,Yes
+1810-BOHSY,Male,0,Yes,No,51,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.4,4911.05,No
+1784-BXEFA,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,187.35,No
+7351-MHQVU,Female,0,No,No,6,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),50.95,307.6,No
+9224-VTYID,Male,0,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,No
+9500-IWPXQ,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,79.4,4820.55,No
+5762-TJXGK,Female,0,No,No,52,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.75,3038.55,No
+4504-YOULA,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,No
+5569-IDSEY,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,7472.15,No
+4250-FDVOU,Female,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.25,389.1,Yes
+7284-ZZLOH,Male,0,Yes,No,45,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,No
+5277-ZLOOR,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.55,187.45,Yes
+2141-RRYGO,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,Yes
+1777-JYQPJ,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,No
+6376-GAHQE,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,77.85,299.2,Yes
+3401-URHDA,Male,0,No,No,51,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),59.9,3043.6,No
+1599-EAHXY,Male,0,Yes,Yes,60,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),23.95,1506.4,No
+8631-XVRZL,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,No
+5052-PNLOS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Yes
+3853-LYGAM,Male,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,No
+6979-ZNSFF,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.05,762.1,Yes
+5751-USDBL,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,81,3846.35,No
+5680-LQOGP,Female,0,No,No,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,No
+2386-LAHRK,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.5,53.5,Yes
+8189-DUKMV,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,79.05,No
+6032-IGALN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.1,25.1,Yes
+9931-DCEZH,Male,0,No,Yes,28,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,No
+1898-JSNDC,Female,0,No,No,39,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Credit card (automatic),58.6,2224.5,No
+0315-LVCRK,Male,0,No,No,11,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,84.8,888.75,No
+3911-RSNHI,Female,0,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.4,4310.35,No
+2410-CIYFZ,Male,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,No
+4248-HCETZ,Male,1,Yes,No,30,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,2365.15,Yes
+5505-OVWQW,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,No
+7271-AJDTL,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,No
+1867-TJHTS,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,No
+0516-WJVXC,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.2,308.25,Yes
+9174-FKWZE,Female,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Yes
+6860-YRJZP,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.05,678.45,No
+4429-WYGFR,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,No
+2817-LVCPP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1023.95,No
+5038-ETMLM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,8182.75,No
+5056-FIMPT,Female,0,No,Yes,43,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106,4532.3,No
+4521-WFJAI,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.95,1444.05,No
+6569-KTMDU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No
+8809-RIHDD,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,Yes
+8809-XKHMD,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),100.55,7325.1,No
+0396-YCHWO,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.4,3474.2,No
+0867-LDTTC,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),75.15,392.65,No
+4822-NGOCH,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Yes
+9391-DXGGG,Female,1,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),89.15,3990.75,No
+9844-FELAJ,Female,1,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.9,7475.85,No
+2122-SZZZD,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.5,835.5,No
+5307-DZCVC,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Yes
+3148-AOIQT,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1718.35,No
+8679-JOEVF,Female,1,No,No,16,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,Yes
+8395-ETZKQ,Male,1,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,No
+6692-YQHXC,Male,0,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,No
+3889-VWBID,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),82.85,5776.45,No
+5222-JCXZT,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,78.9,No
+9754-CLVZW,Female,0,Yes,Yes,26,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),38.85,1025.15,No
+1432-FPAXX,Female,0,No,No,29,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.6,856.35,Yes
+2739-CCZMB,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122,No
+7080-TNUWP,Male,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95,6602.9,No
+0496-AHOOK,Male,0,Yes,No,24,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),74.4,1712.9,No
+8336-TAVKX,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.45,5682.25,No
+2468-SJFLM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,74.3,74.3,No
+3181-VTHOE,Male,0,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),51.05,3635.15,No
+7168-HDQHG,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No
+4803-AXVYP,Female,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,3734.25,Yes
+3884-HCSWG,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,1144.5,Yes
+4567-AKPIA,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,No
+5077-DXTCG,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.3,45.3,Yes
+1142-WACZW,Male,0,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Yes
+7901-HXJVA,Male,0,No,No,14,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.45,1117.55,No
+5649-ANRML,Male,1,No,No,2,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Yes
+4892-VLANZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Yes
+5924-IFQTT,Male,0,Yes,Yes,13,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,72.8,930.05,No
+7968-QUXNS,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.95,110.15,No
+2919-HBCJO,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Yes
+4236-XPXAV,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.15,465.05,Yes
+8903-WMRNW,Female,0,Yes,No,15,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,No
+2452-SNHFZ,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,No
+3629-WEAAM,Female,0,No,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,No
+6029-CSMJE,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.65,440.2,No
+7993-NQLJE,Male,0,Yes,Yes,15,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.1,1151.55,No
+9909-DFRJA,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),95.85,2475.35,No
+9099-FTUHS,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.4,1249.25,No
+0581-BXBUB,Female,1,No,No,4,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,72.75,317.75,No
+4962-CHQPW,Male,0,No,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,535.05,No
+9467-ROOLM,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,461.3,No
+3030-YZADT,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431,Yes
+7410-KTVFV,Male,0,Yes,No,18,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.55,878.35,Yes
+5150-ITWWB,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.85,335.75,No
+2253-KPMNB,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),46.25,3121.4,No
+1345-ZUKID,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,No
+6429-SHBCB,Male,0,No,No,19,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,69.6,1394.55,No
+9281-OFDMF,Male,1,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,No
+2603-HVKCG,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,No
+1834-WULEG,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,439.75,No
+9097-ZUBYC,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),48.8,664.4,No
+5148-ORICT,Female,0,Yes,No,64,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,74.35,4759.55,No
+4893-GYUJU,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.35,1033,No
+4578-PHJYZ,Male,0,Yes,Yes,52,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,68.75,3482.85,No
+7272-QDCKA,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,No
+8908-SLFCJ,Female,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,No
+8393-DLHGA,Male,0,No,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,Yes
+9766-HGEDE,Female,0,Yes,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,307,No
+6968-MHOMU,Male,0,Yes,No,58,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),45,2689.35,No
+7395-IGJOS,Male,1,Yes,No,17,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Yes
+5044-XDPYX,Female,0,Yes,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1281.25,No
+1814-WFGVS,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527,No
+2834-SPCJV,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.1,4348.65,Yes
+3721-WKIIL,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,No
+6734-CKRSM,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,63.6,No
+1265-ZFOSD,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,No
+6568-POCUI,Female,0,Yes,No,45,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,No
+7890-VYYWG,Male,1,Yes,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,36.45,93.7,Yes
+5197-LQXXH,Female,0,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.3,5894.5,No
+9907-SWKKF,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,Yes
+3457-PQBYH,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1160.75,No
+7682-AZNDK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.85,3091.75,No
+0587-DMGBH,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Yes
+5384-ZTTWP,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,272.95,No
+3745-HRPHI,Male,0,Yes,Yes,66,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),54.65,3632,No
+7636-OWBPG,Male,1,No,No,12,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.35,381.2,No
+1231-YNDEK,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No
+1407-DIGZV,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,52,No
+6397-JNZZG,Female,1,Yes,No,43,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,Yes
+0570-BFQHT,Female,0,No,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,No
+4393-OBCRR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,No
+3523-QRQLL,Female,0,Yes,Yes,22,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,Yes
+8564-LDKFL,Male,0,Yes,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106,4178.65,No
+3696-DFHHB,Female,0,No,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.5,1821.8,No
+0895-DQHEW,Male,0,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.3,5278.15,Yes
+4717-GHADL,Female,0,No,No,50,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,79.6,4024.2,No
+5501-TVMGM,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.25,55.25,No
+5879-HMFFH,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),88.05,6520.8,No
+6772-WFQRD,Male,0,No,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,No
+3810-DVDQQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),117.6,8308.9,No
+6972-SNKKW,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,109.2,No
+3694-GLTJM,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.65,92.05,No
+8550-XSXUQ,Male,0,Yes,No,48,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,No
+8149-RSOUN,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,93.85,Yes
+9055-MOJJJ,Female,0,Yes,Yes,64,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,65.8,4068,No
+4359-INNWN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,337.9,No
+0585-EGDDA,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,80,3168.75,No
+4032-RMHCI,Female,0,Yes,Yes,41,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,1412.4,No
+0549-CYCQN,Male,1,No,No,51,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),79.6,3974.7,No
+3481-JHUZH,Male,0,Yes,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.25,3439,No
+7250-EQKIY,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,50.45,50.45,Yes
+3594-IVHJZ,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,No
+6869-FGJJC,Male,0,No,No,68,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,No
+3896-ZVNET,Female,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.7,571.75,No
+8205-VSLRB,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,No
+5960-MVTUK,Male,0,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.75,96.85,No
+6817-WTYHE,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,No
+3082-VQXNH,Male,0,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.8,94.4,No
+4013-UBXWQ,Female,0,No,No,7,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,521.1,Yes
+4931-TRZWN,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,71.95,923.85,No
+0750-EKNGL,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,141.1,No
+7669-LCRSD,Male,0,Yes,Yes,12,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,56.3,628.65,No
+3567-PQTSO,Male,0,Yes,Yes,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.25,5576.3,No
+5519-NPHVG,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,Yes
+8043-PNYSD,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,1245.6,No
+9938-EKRGF,Female,0,No,No,15,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,84.45,1287.85,No
+2703-AMTUL,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,53.65,1939.35,No
+0928-JMXNP,Male,1,Yes,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,No
+8173-RXAYP,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,452.55,No
+4825-XJGDM,Female,0,No,No,61,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),43.7,2696.55,No
+5402-HTOTQ,Male,0,No,No,16,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.3,875.35,No
+6734-JDTTV,Male,0,Yes,Yes,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.85,1267.05,No
+7850-THJMU,Female,0,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,494.9,No
+3890-RTCMS,Male,0,No,No,16,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799,No
+8849-GYOKR,Female,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),106.55,5763.3,Yes
+3148-BLQJT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,20.1,Yes
+3717-FDJFU,Male,0,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,106.9,No
+3665-JATSN,Female,0,No,No,19,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.7,710.05,No
+7966-YOTQW,Male,0,No,No,10,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,No
+0461-CVKMU,Female,0,Yes,Yes,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,83.8,1900.25,Yes
+8806-EAGWC,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.15,159.15,Yes
+8853-TZDGH,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,No
+7779-LGOVN,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.65,856.65,Yes
+4324-BZCKL,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.55,551.3,No
+6924-TDGMT,Male,0,Yes,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.55,184.95,No
+9710-ZUSHQ,Female,1,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,Yes
+1536-YHDOE,Male,0,Yes,Yes,17,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,No
+8123-QBNAZ,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,No
+3629-ZNKXA,Male,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,No
+4827-LTQRJ,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.6,7210.85,No
+7711-YIJWC,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),84.9,5264.5,No
+5482-VXSXJ,Male,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,No
+7365-BVCJH,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.4,24.4,No
+9620-ENEJV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,433.95,No
+4183-WCSEP,Male,0,No,No,31,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,78.45,2435.15,Yes
+2378-YIZKA,Female,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85,5607.75,No
+5498-TXHLF,Female,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,87.45,2874.15,Yes
+0689-DSXGL,Female,0,Yes,Yes,52,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,No
+6818-DJXAA,Female,0,No,Yes,10,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.1,964.35,No
+9722-UJOJR,Male,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.75,1974.8,Yes
+0464-WJTKO,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1460.85,No
+8902-ZEOVF,Male,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,951.55,No
+6778-EICRF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.8,1821.2,No
+2662-NNTDK,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,No
+4132-KALRO,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,100.85,399.25,No
+3902-FOIGH,Male,1,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,1218.55,Yes
+6772-KSATR,Male,0,No,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.7,81.7,Yes
+7112-OPOTK,Male,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.25,2171.15,Yes
+2874-YXVVA,Female,0,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,No
+1245-HARPS,Female,0,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,No
+4210-QFJMF,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.15,317.25,Yes
+4323-ELYYB,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,218.55,No
+4293-ETKAP,Female,0,Yes,Yes,65,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,No
+6064-PUPMC,Male,0,Yes,Yes,23,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Credit card (automatic),57.2,1423.35,No
+6504-VBLFL,Male,0,Yes,No,55,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,58.6,3068.6,No
+6322-PJJDJ,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,94.8,4690.65,No
+0330-BGYZE,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),102.5,6157.6,No
+1085-LDWAM,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,1442.65,No
+7586-ZATGZ,Male,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.9,3369.05,No
+7197-VOJMM,Male,0,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),69.2,4671.65,No
+3318-OSATS,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,3474.05,Yes
+5828-AVIPD,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.95,1875.55,Yes
+1843-TLSGD,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.85,272.35,No
+9626-VFRGG,Female,0,No,Yes,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,No
+7075-BNDVQ,Female,0,No,No,4,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35,135.75,No
+9143-CANJF,Female,0,Yes,Yes,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.15,1319.85,No
+7284-BUYEC,Female,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.95,229.4,No
+2041-JIJCI,Female,0,No,No,5,Yes,Yes,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,64,370.25,No
+1086-LXKFY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.1,69.1,Yes
+4900-MSOMT,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),80.2,5714.2,No
+2229-VWQJH,Female,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,No
+9194-GFVOI,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.35,3571.6,No
+1336-EZFZY,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,No
+4282-MSACW,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),117.2,8035.95,No
+1403-LKLIK,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,579.4,No
+2636-ALXXZ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
+7774-OJSXI,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.45,3066.45,Yes
+7786-WBJYI,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Yes
+0136-IFMYD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.95,7634.25,No
+5144-TVGLP,Male,1,No,No,38,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653,No
+9643-AVVWI,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,80,241.3,No
+0253-ZTEOB,Female,0,Yes,Yes,48,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,79.65,3870.3,No
+2706-QZIHY,Female,0,Yes,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,387.9,No
+6061-PQHMK,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,527.5,No
+9885-CSMWE,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.45,78.45,Yes
+6137-MFAJN,Female,0,No,No,48,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.8,2104.55,No
+9122-UMROB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No
+4232-JGKIY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.2,19.2,No
+2402-TAIRZ,Female,0,No,No,37,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,No
+9659-ZTWSM,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,No
+9139-TWBAS,Female,0,Yes,No,26,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),47.85,1190.5,No
+6685-GBWJZ,Male,0,Yes,No,63,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),70.8,4448.8,No
+5016-ETTFF,Male,0,No,No,10,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,29.5,255.25,Yes
+3866-MDTUB,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,Yes
+2195-VVRJF,Male,1,Yes,No,18,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,No
+3913-RDSJZ,Female,0,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.55,1714.95,No
+8058-JMEQO,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.45,762.5,Yes
+4203-QGNZA,Female,0,No,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,535.35,No
+5043-TRZWM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,No
+0697-ZMSWS,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.65,338.9,Yes
+7657-DYEPJ,Male,1,No,No,38,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,2497.35,Yes
+9494-BDNNC,Male,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.3,6273.4,No
+1640-PLFMP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,No
+5366-OBVMR,Female,0,Yes,No,18,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.3,908.75,No
+8276-MQBYC,Male,1,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.8,4913.3,Yes
+7644-OMVMY,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85, ,No
+7593-XFKDI,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.3,46.3,Yes
+4573-JKNAE,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,212.3,No
+0337-CNPZE,Female,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.3,4443.45,Yes
+9817-APLHW,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25,316.2,No
+8380-MQINP,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,1079.05,No
+0840-DFEZH,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,564.65,No
+1513-XNPPH,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.4,1095.65,Yes
+8690-ZVLCL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88,6161.9,No
+6015-VVHHE,Female,1,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),83.15,446.05,Yes
+1125-SNVCK,Female,1,No,No,49,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,No
+0384-LPITE,Male,0,No,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,No
+4616-EWBNJ,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.1,318.6,No
+6347-DCUIK,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Yes
+1335-HQMKX,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.35,7323.15,No
+2545-EBUPK,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.05,186.05,No
+6923-AQONU,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,454,No
+2172-EJXVF,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,No
+0897-FEGMU,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,1056.95,Yes
+7663-RGWBC,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Yes
+1120-BMWUB,Female,0,No,No,16,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,53.9,834.15,Yes
+9124-LHCJQ,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.45,85.45,Yes
+4536-PLEQY,Male,0,Yes,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,No
+7029-IJEJK,Female,0,No,No,54,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),44.1,2369.7,No
+8871-JLMHM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),90.2,6297.65,No
+2235-ZGKPT,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.85,239.55,Yes
+3891-PUQOD,Female,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,Yes
+5447-VYTKW,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,53.45,1461.45,No
+3623-FQBOX,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,416.4,No
+0689-NKYLF,Male,0,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,83.2,1060.6,Yes
+8659-HDIYE,Female,1,No,No,64,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),74.65,4869.35,No
+3658-KIBGF,Female,0,No,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.9,54.9,Yes
+3474-BAFSJ,Male,0,Yes,No,57,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),57.5,3265.95,No
+5519-YLDGW,Female,0,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,Yes
+3865-ZFZIB,Male,0,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,358.15,No
+1855-AGAWH,Male,0,Yes,No,31,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,2939.8,No
+7109-CQYUZ,Male,0,No,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.25,4652.4,No
+1370-GGAWX,Female,0,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,No
+4680-KUTAJ,Female,1,No,No,11,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,55.6,580.8,No
+5307-UVGNB,Female,0,Yes,Yes,53,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,No
+4946-EDSEW,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,180.3,Yes
+2883-ILGWO,Male,1,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,No
+2516-VQRRV,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.45,158.4,Yes
+7580-UGXNC,Female,1,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.85,104.2,Yes
+3642-BYHDO,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1389.35,No
+9629-NHXFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No
+2696-RZVZW,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1629.2,No
+5766-FTRTS,Male,0,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,No
+0396-HUJBP,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,44.4,No
+5178-LMXOP,Male,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,95.1,Yes
+8879-ZKJOF,Female,0,No,No,41,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.85,3320.75,No
+6285-FTQBF,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.55,1867.7,No
+8185-UPYBR,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,438,Yes
+4585-HETAI,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Yes
+7526-BEZQB,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1148.1,Yes
+1474-JUWSM,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,68.4,3972.25,No
+3530-CRZSB,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,No
+8498-XXGWA,Female,0,Yes,No,65,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,No
+9617-INGJY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No
+0621-TSSMU,Male,0,Yes,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,No
+7234-KMNRQ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19,73.45,No
+7636-PEPNS,Female,0,Yes,Yes,58,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,44.1,2413.05,No
+4683-WYDOU,Male,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.6,6912.7,No
+9052-DHNKM,Male,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,61.55,1581.95,No
+6794-HKIAJ,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,No
+5578-NKCXI,Female,0,Yes,Yes,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),99.25,5846.65,No
+1642-HMARX,Female,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,No
+3096-WPXBT,Female,0,Yes,Yes,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),100.7,6018.65,No
+8434-PNQZX,Female,0,No,No,42,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,No
+5950-AAAGJ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,No
+4299-OPXEJ,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,1080.55,No
+4951-UKAAQ,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,Yes
+9618-LFJRU,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,82.85,No
+6693-DJWTY,Female,0,No,Yes,35,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,No
+0744-GKNGE,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,No
+6447-EGDIV,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,No
+1167-OYZJF,Female,1,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,No
+2108-YKQTY,Female,0,No,No,4,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.7,151.3,Yes
+4806-DXQCE,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.65,7714.65,No
+4918-QLLIW,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,Yes
+7056-IMHCC,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.9,5549.4,Yes
+4854-SSLTN,Male,0,Yes,Yes,2,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,No
+5294-DMSFH,Female,0,Yes,Yes,29,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,No
+4837-PZTIC,Female,0,No,No,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,No
+1625-JAIIY,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,83,5685.8,Yes
+0603-OLQDC,Male,0,No,Yes,12,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,69.85,837.5,No
+3272-VUHPV,Female,0,Yes,Yes,8,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.3,401.5,No
+4176-FXYBO,Male,0,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,No
+1063-DHQJF,Male,0,Yes,Yes,69,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.15,6480.9,No
+8663-UPDGF,Female,0,No,No,26,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,No
+6719-FGEDO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),97,7104.2,No
+1837-YQUCE,Female,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),58.35,4214.25,No
+2947-DOMLJ,Male,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,Yes
+4112-LUEIZ,Male,0,No,No,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,863.1,Yes
+0369-ZGOVK,Female,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,No
+4510-HIMLV,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes
+9919-KNPOO,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.3,1948.35,No
+8749-JMNKX,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,Yes
+7872-BAAZR,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,No
+9391-LMANN,Male,0,No,Yes,53,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,95.95,5036.9,No
+2430-USGXP,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.05,2391.8,Yes
+8174-TBVCF,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),94.8,6859.05,No
+1698-XFZCI,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6521.9,No
+1877-HKBQX,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,54.6,617.85,No
+4450-DLLMH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71.3,157.75,No
+0428-AXXLJ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.5,516.3,No
+2746-DIJLO,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Credit card (automatic),56.3,2364,No
+5955-ERIHD,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,1687.95,Yes
+0917-EZOLA,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,Yes
+3508-VLHCZ,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,No
+4086-ATNFV,Female,0,Yes,Yes,34,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,60.8,2042.05,No
+0468-YRPXN,Male,0,No,No,29,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,No
+5996-NRVXR,Male,1,Yes,No,40,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),98.15,4116.8,No
+3739-YBWAB,Male,0,Yes,No,36,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.35,1317.95,No
+7047-FWEYA,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,103.15,4594.65,No
+2000-MPKCA,Female,0,No,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.75,6332.75,No
+9762-YAQAA,Male,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,No,Credit card (automatic),81.4,3213.75,No
+5949-EBSQK,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),61.45,229.55,Yes
+5473-KHBPS,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.7,4976.15,No
+0100-DUVFC,Male,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.8,7308.95,No
+5397-TUPSH,Male,1,Yes,No,65,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.95,4555.2,No
+8950-MTZNV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,No
+0326-VDYXE,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.65,6982.5,No
+6773-LQTVT,Female,1,Yes,Yes,29,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,35.65,1025.15,No
+7274-RTAPZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,Yes
+0436-TWFFZ,Female,0,No,No,67,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,85.25,5714.2,No
+8566-YPRGL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.5,19.5,No
+0311-UNPFF,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,Yes
+6609-MXJHJ,Female,0,Yes,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.1,789.55,No
+2669-OIDSD,Female,0,Yes,No,48,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,4834,No
+8400-WZICQ,Female,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,No
+3834-XUIFC,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.2,602.55,Yes
+9576-SYUHJ,Male,0,No,No,37,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.15,3369.25,No
+0410-IPFTY,Female,0,Yes,No,31,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,No
+2831-EBWRN,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.9,199.75,No
+9430-NKQLY,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1790.8,No
+8414-MYSHR,Male,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.4,449.75,Yes
+0247-SLUJI,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,No
+9402-ORRAH,Female,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,No
+6483-OATDN,Male,0,Yes,Yes,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,No
+1293-HHSHJ,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741,No
+4840-ORQXB,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,No
+7599-FKVXZ,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Yes
+3982-DQLUS,Male,1,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.75,5688.45,No
+8610-ZIKJJ,Female,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,No
+3756-VNWDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,100.75,6674.65,No
+7801-KICAO,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,No
+7673-LPRNY,Female,0,No,No,23,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,No
+8229-TNIQA,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.3,196.95,Yes
+6060-QBMGV,Male,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1433.8,No
+7339-POGZN,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.7,214.55,No
+2828-SLQPF,Male,0,No,No,19,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45,865.85,No
+4465-VDKIQ,Female,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,No
+2921-XWDJH,Female,1,Yes,No,38,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.45,3147.15,No
+6221-AVQYL,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Yes
+2558-BUOZZ,Male,0,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,No
+9257-AZMTZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1078.75,No
+0003-MKNFE,Male,0,No,No,9,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,59.9,542.4,No
+0975-UYDTX,Female,0,Yes,No,26,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,No
+7743-EXURX,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,51.05,415.05,Yes
+4682-BLBUC,Male,0,Yes,No,44,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,No
+0975-VOOVL,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,29.2,98.5,No
+5968-VXZLG,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,No
+5569-KGJHX,Female,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,Yes
+4988-IQIGL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.35,75.35,Yes
+5201-FRKKS,Male,0,No,No,25,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,No
+9799-CAYJJ,Female,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.3,153.8,No
+7730-IUTDZ,Male,0,No,No,43,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,3198.6,Yes
+0426-TIRNE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes
+5443-SCMKX,Female,0,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,No
+8295-KMENE,Female,0,Yes,Yes,59,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,No
+6738-ISCBM,Male,0,No,No,44,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54,2440.25,No
+9821-BESNZ,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,104.25,6860.6,No
+3678-MNGZX,Male,0,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1377.7,No
+1335-NTIUC,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.95,190.25,No
+2916-BQZLN,Male,0,No,No,19,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,No
+4558-CGYCZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,78.3,No
+2368-GAKKQ,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),113.65,7939.25,No
+8710-YGLWG,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,No
+3199-XGZCY,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.25,576.7,No
+3785-KTYSH,Male,0,No,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.6,1279,No
+6814-ZPWFQ,Male,1,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25,1260.7,No
+4063-EIKNQ,Male,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,267.35,No
+6993-YCOBK,Male,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.6,6586.85,No
+5206-HPJKM,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,934.15,No
+7587-RZNME,Male,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Yes
+0748-RDGGM,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.5,7534.65,Yes
+8393-JMVMB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,No
+5019-GQVCR,Male,1,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,No
+6036-TTFYU,Female,0,Yes,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,314.45,No
+2550-AEVRU,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053,No
+0969-RGKCU,Male,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,677.05,No
+0378-CJKPV,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,No
+4706-AXVKM,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Yes
+5889-JTMUL,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.05,4888.7,Yes
+9026-RNUJS,Male,1,No,No,5,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,50.35,237.25,Yes
+3746-EUBYR,Male,0,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Yes
+2332-EFBJY,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.7,342.4,Yes
+2880-FPNAE,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.2,140.1,No
+1703-MGIAB,Female,0,No,No,17,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69,1108,No
+4311-QTTAI,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.35,295.55,No
+9474-PHLYD,Female,0,No,No,15,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,892.65,Yes
+4318-RAJVY,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.8,198.25,No
+2165-VOEGB,Female,0,No,Yes,46,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.2,4822.85,Yes
+3612-YUNGG,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.2,6741.15,No
+2254-DLXRI,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.15,79.15,No
+5062-CJJKH,Male,0,Yes,Yes,25,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,53.65,1355.45,No
+9028-LIHRP,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),100.2,7209,No
+2219-MVUSO,Male,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.15,438.4,Yes
+1053-MXTTK,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,No
+1530-ZTDOZ,Female,0,Yes,No,49,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,No
+1301-LOPVR,Male,0,Yes,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),55.35,1636.95,No
+0853-TWRVK,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,No
+8914-RBTSB,Male,0,Yes,No,31,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,93.8,3019.5,Yes
+6212-ATMLK,Female,0,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4729.75,No
+8200-LGKSR,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,83.2,6126.1,No
+1568-BEKZM,Male,1,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.05,6333.4,No
+0670-ANMUU,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),97.65,6687.85,No
+6897-RWMUB,Male,0,Yes,Yes,61,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),68.05,4158.25,No
+0963-ZBDRN,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,3183.4,Yes
+7594-RQHXR,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,79.6,Yes
+6999-CHVCF,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),102.1,7149.35,No
+6134-KWTBV,Male,0,No,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.4,1429.65,No
+1077-HUUJM,Female,0,No,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.05,472.65,No
+6331-EWIEB,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.25,1734.5,Yes
+0895-LNKRC,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.45,113.5,No
+2045-BMBTJ,Female,1,No,No,33,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,No
+8417-GSODA,Male,0,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),92.2,2568.15,No
+5171-EPLKN,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,470,No
+4452-QIIEB,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.9,278.4,No
+5998-VVEJY,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.5,2088.8,Yes
+1624-NALOJ,Male,1,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,502.6,Yes
+6741-EGCBI,Male,1,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,No
+7820-ZYGNY,Male,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Credit card (automatic),90.45,5825.5,No
+4317-VTEOA,Male,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.75,50.75,Yes
+9677-AVKED,Female,0,No,Yes,53,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,84.6,4449.75,No
+1670-SVOWZ,Female,0,Yes,Yes,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Yes
+2227-JRSJX,Female,0,No,No,21,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,No
+9847-HNVGP,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,310.6,No
+6696-YDAYZ,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,290.55,No
+8980-WQFWL,Female,0,No,No,35,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,62.1,2096.1,No
+1730-ZMAME,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665,No
+6506-EYCNH,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,No
+4634-JLRJT,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.35,20.35,No
+9501-UKKNL,Male,0,No,No,59,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,51.7,3005.8,No
+2560-QTSBS,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,No
+7541-YLXCL,Male,0,No,No,36,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,65.4,2498.4,Yes
+4795-WRNVT,Female,0,No,No,40,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Mailed check,65.1,2586,No
+6080-TCMYC,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.2,3292.3,No
+0260-ZDLGK,Female,0,No,Yes,9,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,Yes
+7860-UXCRM,Male,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),74.5,4674.55,No
+6357-JJPQT,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.5,232.35,No
+2292-XQWSV,Male,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,60.3,2448.5,No
+9552-TGUZV,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,75,658.1,No
+5913-INRQV,Male,1,Yes,No,34,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,No
+8722-NGNBH,Male,0,No,No,5,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,40,223.45,Yes
+6210-KBBPI,Male,1,No,No,9,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,919.4,Yes
+9643-YBLUR,Male,0,Yes,No,9,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),69.05,653.95,No
+8734-FNWVH,Male,0,Yes,Yes,31,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,No
+9447-YPTBX,Female,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,No
+0133-BMFZO,Female,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,86.25,181.65,Yes
+6128-CZOMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes
+9540-JYROE,Male,0,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,Yes
+9026-LHEVG,Female,0,No,No,9,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,40.75,359.4,No
+2260-USTRB,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Yes
+3656-TKRVZ,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.35,165.2,Yes
+7011-CVEUC,Male,0,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,No
+6185-TASNN,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,No
+7925-PNRGI,Female,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,81.3,3541.1,No
+8623-TMRBY,Male,1,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.2,4146.05,Yes
+1552-CZCLL,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20,1087.25,No
+3038-PQIUY,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,No
+1501-SGHBW,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81,Yes
+9313-CDOGY,Male,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.6,717.3,No
+8148-BPLZQ,Male,0,No,No,34,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,No
+2623-DRYAM,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,No
+9987-LUTYD,Female,0,No,No,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,55.15,742.9,No
+3208-YPIOE,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,3017.65,Yes
+4488-KQFDT,Female,0,No,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,6423,No
+2612-RANWT,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Yes
+5693-PIPCS,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,No
+0491-KAPQG,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.7,1558.7,No
+1925-LFCZZ,Male,1,No,No,55,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),50.05,2743.45,No
+8039-EQPIM,Male,0,Yes,No,69,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),60.25,4055.5,No
+6900-PXRMS,Male,1,Yes,Yes,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,Yes
+8707-RMEZH,Female,1,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Credit card (automatic),87.3,6055.55,No
+3346-BRMIS,Female,1,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,Yes
+3209-ZPKFI,Male,0,Yes,Yes,47,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.25,2538.2,No
+6479-VDGRK,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,No
+9373-WSLOY,Male,1,Yes,No,33,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,50,1750.85,No
+2933-FILNV,Female,0,Yes,Yes,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.4,36.55,Yes
+3569-JFODW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),90.95,6652.45,No
+9819-FBNSV,Male,1,Yes,No,37,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,No
+9544-PYPSJ,Female,1,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,No
+1591-XWLGB,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1379.6,No
+0396-UKGAI,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,No
+3243-ZHOHY,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,296.15,No
+5186-EJEGL,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,69.5,653.25,No
+7527-QNRUS,Male,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,25.15,412.6,No
+9986-BONCE,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,85.5,Yes
+2722-JMONI,Female,1,Yes,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Yes
+2203-GHNWN,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,No
+3878-AVSOQ,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,No
+3258-SYSWS,Male,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),113.8,7845.8,No
+5296-PSYVW,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1750.7,No
+6319-QSUSR,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,216.2,No
+4083-EUGRJ,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Yes
+7579-OOPEC,Female,1,Yes,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),50.15,115.1,Yes
+0512-FLFDW,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),100.5,6029,No
+1771-OADNZ,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,2745.2,Yes
+0487-CRLZF,Female,0,No,No,49,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.45,3721.9,No
+2107-FBPTK,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,3121.1,No
+9451-WLYRI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.05,990.45,No
+8219-VYBVI,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1004.35,No
+1991-VOPLL,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,157.65,No
+9738-QLWTP,Male,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,81.9,3219.75,No
+1016-DJTSV,Male,1,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.7,572.85,No
+9419-IPPBE,Female,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,90.15,4554.85,No
+0174-QRVVY,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.35,1847.55,No
+5699-BNCAS,Male,1,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.65,1766.75,No
+2900-PHPLN,Female,1,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.55,1462.05,No
+0612-RTZZA,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,Yes
+8106-GWQOK,Male,0,Yes,No,38,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60,2193.2,No
+8751-EDEKA,Female,0,Yes,No,28,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.9,2433.5,No
+6878-GGDWG,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No
+4039-PIMHX,Male,1,Yes,No,49,Yes,No,DSL,No,Yes,No,No,No,No,Two year,No,Mailed check,49.8,2398.4,No
+8450-LUGUK,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.1,861.85,No
+3604-WLABM,Female,0,No,No,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583,No
+0795-GMVQO,Male,0,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),109.9,7332.4,No
+2259-OUUSZ,Male,0,No,No,7,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),35.5,249.55,No
+1142-IHLOO,Female,0,No,No,51,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Credit card (automatic),87.55,4475.9,No
+6410-LEFEN,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.15,416.45,Yes
+4633-MKHYU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,88.4,788.6,No
+6257-RJOHI,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.8,202.3,No
+1545-JFUML,Male,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99,6994.6,No
+3194-ORPIK,Female,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,Yes
+7826-VVKWT,Female,1,Yes,Yes,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,96.55,2263.45,No
+1353-GHZOS,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Bank transfer (automatic),59.75,1374.35,No
+2587-EKXTS,Male,0,No,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,111.5,4915.15,No
+5442-BXVND,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.25,838.5,No
+8816-VXNZD,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,75.1,Yes
+9378-FXTIZ,Female,0,Yes,No,54,Yes,Yes,DSL,No,No,No,No,Yes,Yes,One year,Yes,Credit card (automatic),70.15,3715.65,Yes
+1723-HKXJQ,Male,0,No,No,42,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.75,4273.45,Yes
+7825-GKXMW,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.8,45.8,Yes
+9753-OYLBX,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,No
+2364-UFROM,Male,0,No,No,30,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Electronic check,70.4,2044.75,No
+6656-JWRQX,Female,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,30.55,30.55,No
+6473-ULUHT,Male,0,Yes,Yes,16,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,84.9,1398.25,No
+1240-KNSEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes
+0836-SEYLU,Male,0,Yes,No,9,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,40.65,328.95,Yes
+4433-JCGCG,Male,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101,4680.05,Yes
+3716-BDVDB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,69.1,Yes
+7688-AWMDX,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.5,3778.2,No
+2842-BCQGE,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,No
+7244-QWYHG,Male,0,Yes,No,50,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),44.45,2188.45,No
+5899-MQZZL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75,999.45,Yes
+6849-OYAMU,Male,0,Yes,Yes,19,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),100,1888.65,Yes
+5312-UXESG,Female,0,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,No
+9488-HGMJH,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Yes
+6038-GCYEC,Female,0,No,No,24,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,Yes
+2150-WLKUW,Female,0,Yes,No,40,Yes,Yes,DSL,No,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),63.9,2635,No
+7159-FVYPK,Female,0,Yes,Yes,3,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235,No
+7032-LMBHI,Female,0,No,No,37,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,No
+1150-WFARN,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.75,7156.2,Yes
+6088-BXMRG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,3089.6,No
+3144-AUDBS,Female,0,Yes,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.15,270.8,Yes
+4821-SJHJV,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.6,2901.8,No
+7346-MEDWM,Female,0,No,No,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,83.25,4949.1,No
+1137-DGOWI,Female,0,Yes,No,30,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),70.25,2198.9,No
+5616-PRTNT,Male,0,No,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.4,374.5,Yes
+3812-LRZIR,Female,0,Yes,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,No
+4818-QIUFN,Female,1,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,1520.9,Yes
+9483-GCPWE,Male,0,No,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,190.25,No
+4227-OJHAL,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),73,5163,No
+9220-CXRSC,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Credit card (automatic),61.4,4059.85,No
+4993-JCRGJ,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,84.3,2281.6,No
+9537-JALFH,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1356.7,No
+6698-OXETB,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,231.45,No
+2103-ZRXFN,Male,0,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.75,50.75,No
+3724-BSCVH,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,No
+4877-TSOFF,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),75.75,4264.25,No
+9209-NWPGU,Male,0,No,No,44,Yes,No,DSL,Yes,No,No,Yes,Yes,No,One year,No,Electronic check,65.4,2774.55,No
+6961-VCPMC,Male,1,Yes,No,46,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,Yes
+7306-YDSOI,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.75,4069.9,No
+5288-AHOUP,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.5,874.2,No
+6688-UZPWD,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,102,1145.35,Yes
+0655-YDGFJ,Male,0,No,No,29,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,No
+8468-EHYJA,Female,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,No
+6823-SIDFQ,Male,0,No,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,No
+1097-FSPVW,Female,0,No,No,42,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),54.55,2455.05,No
+2839-RFSQE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,38.7,Yes
+8328-SKJNO,Male,0,No,Yes,23,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),40.65,947.4,No
+7010-ZMVBF,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357,No
+5201-CBWYG,Male,0,Yes,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.8,1476.25,No
+0968-GSIKN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.8,70.8,Yes
+1965-DDBWU,Male,0,No,No,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Yes
+9057-SIHCH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.6,291.9,Yes
+6352-GIGGQ,Male,0,No,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),88.8,5903.15,No
+3635-QQRQD,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,No
+6771-XWBDM,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,Yes
+2897-DOVND,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,No
+3082-YVEKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),77.15,1759.4,No
+0191-EQUUH,Female,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),35.05,844.45,No
+7134-HBPBS,Female,1,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,No
+3489-HHPFY,Female,0,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,134.05,No
+2926-JEJJC,Female,0,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.2,140.95,No
+8601-QACRS,Female,0,No,No,5,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.6,249.95,Yes
+4950-BDEUX,Male,0,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.2,1701.65,No
+5789-LDFXO,Male,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.6,592.65,No
+0508-OOLTO,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,135.75,No
+2984-TBYKU,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),104.9,7732.65,No
+9822-WMWVG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.5,4282.4,No
+2391-SOORI,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.35,219.65,Yes
+9040-KZVWO,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),75.5,2018.1,No
+2645-QTLMB,Male,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669,Yes
+4806-HIPDW,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,68.95,Yes
+1548-ARAGG,Female,0,Yes,Yes,4,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,58.5,224.85,No
+6339-RZCBJ,Male,0,No,No,48,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),78.9,3771.5,No
+4424-TKOPW,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,Yes
+4415-WNGVR,Female,1,Yes,No,12,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.2,943.85,No
+2522-AHJXR,Male,0,Yes,No,60,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,No
+0412-UCCNP,Male,0,No,No,55,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,No
+1816-FLZDK,Male,0,No,No,1,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,29.15,29.15,No
+7096-UCLNH,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
+8443-ZRDBZ,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,318.9,Yes
+9136-ALYBR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,24.45,Yes
+4615-PIVVU,Female,0,No,No,42,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),66.5,2762.75,No
+8885-QSQBX,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),49.55,49.55,No
+7479-NITWS,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.35,631.85,Yes
+8617-ENBDS,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),73.6,232.5,No
+9385-NXKDA,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),82.65,5919.35,No
+0430-IHCDJ,Male,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49,749.25,No
+2959-MJHIC,Male,0,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.35,307.4,Yes
+6674-KVJHG,Female,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,245.15,No
+1814-DKOLC,Female,0,No,No,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.45,134.75,No
+4201-JMNGR,Female,1,No,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,55.8,55.8,Yes
+9351-HXDMR,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,No
+3537-HPKQT,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,No
+2129-ALKBS,Female,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,26.2,1077.5,No
+5821-MMEIL,Female,0,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,No
+5960-WPXQM,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.05,79.05,Yes
+0684-AOSIH,Male,0,Yes,No,1,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95,95,Yes
+8260-NGFNY,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.2,25.2,Yes
+1309-XGFSN,Male,1,Yes,Yes,52,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.85,4079.55,No
+1866-RZZQS,Male,1,No,No,41,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.4,4187.75,Yes
+6968-URWQU,Male,0,Yes,No,43,Yes,No,DSL,No,No,No,No,Yes,No,One year,Yes,Mailed check,56.35,2391.15,No
+4742-TXUEX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.3,890.5,No
+9631-XEYKE,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.4,137.25,No
+8631-NBHFZ,Male,1,Yes,Yes,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.4,5154.6,Yes
+1335-MXCSE,Male,0,Yes,Yes,55,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),55.25,3119.9,No
+8873-TMKGR,Male,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.1,529.5,No
+8800-JOOCF,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.05,966.55,No
+1469-LBJQJ,Female,0,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,6936.85,No
+4958-XCBDQ,Male,1,No,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3496.3,Yes
+8337-UPOAQ,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.8,914.3,Yes
+0064-YIJGF,Male,0,Yes,Yes,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,1929,No
+2386-OWURY,Female,0,No,No,58,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.3,5817.7,No
+1725-IQNIY,Male,0,Yes,No,54,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),109.75,6110.2,Yes
+0310-VQXAM,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,No
+6598-RFFVI,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,28.3,Yes
+3453-RTHJQ,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,435,No
+6712-OAWRH,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.25,2351.8,Yes
+6278-FEPBZ,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,No
+4280-DLSHD,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.75,445.85,No
+1508-DFXCU,Male,0,No,No,12,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81.45,912,No
+8614-VGMMV,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.1,679.55,Yes
+7868-BGSZA,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.2,3581.6,No
+2800-QQUSO,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,No
+2930-UOTMB,Female,0,No,No,31,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Credit card (automatic),65.25,1994.3,Yes
+7973-DZRKH,Female,0,No,Yes,66,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,No
+5914-DVBWJ,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,Yes
+7698-YFGEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,20,No
+2533-QVMSK,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Electronic check,94.1,5638.3,Yes
+9773-PEQBZ,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,No
+8644-XLFBW,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.65,71.65,Yes
+0650-BWOZN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,No
+8625-AZYZY,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,Yes
+7785-RDVIG,Female,0,Yes,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,54.7,No
+9602-WCXPI,Male,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,989.05,No
+2903-YYTBW,Male,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,No
+3620-MWJNE,Male,0,No,No,2,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.45,87.3,No
+8573-JGCZW,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.65,351.55,No
+6837-HAEVO,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,105,7297.75,No
+6701-YVNQG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.7,6301.7,No
+9306-CPCBC,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.25,210.3,Yes
+4304-XUMGI,Male,1,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Bank transfer (automatic),75.15,3822.45,No
+9504-YAZWB,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25,1048.45,No
+8819-ZBYNA,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.1,6393.65,No
+6174-NRBTZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),30.75,1489.3,No
+9481-IEBZY,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,No
+1833-VGRUM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,74.2,Yes
+6137-NICCO,Female,0,Yes,Yes,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,94.05,518.75,No
+9065-ZCPQX,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),78.85,5763.15,No
+6402-EJMWF,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.3,238.5,No
+3620-EHIMZ,Female,0,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1031.7,No
+3213-VVOLG,Male,0,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35, ,No
+6870-ECSHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,34.8,No
+8747-UDCOI,Female,0,Yes,No,65,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1319.95,No
+8374-XGEJJ,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101,4388.4,Yes
+2656-TABEH,Male,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,420.2,Yes
+6946-LMSQS,Male,1,Yes,No,25,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,Yes
+4626-OZDTJ,Female,0,Yes,No,51,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),78.65,3950.85,No
+9169-BSVIN,Male,0,No,No,12,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),74.75,827.05,No
+2325-ZUSFD,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),70.1,3913.3,Yes
+8194-PEEBY,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,No
+6872-HXFNF,Female,0,Yes,No,64,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,No,Bank transfer (automatic),58.35,3756.45,No
+3932-CMDTD,Female,0,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,Yes
+7714-YXSMB,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,No
+8387-UGUSU,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,No
+1080-BWSYE,Male,1,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,No
+4039-HEUNW,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.5,3436.1,Yes
+1194-HVAIF,Female,0,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),95,2462.55,No
+0812-WUPTB,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.85,70.85,Yes
+3594-UVONA,Female,0,No,No,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),85.95,3110.1,Yes
+0004-TLHLJ,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.9,280.85,Yes
+1767-TGTKO,Female,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.45,411.75,No
+8439-LTUGF,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20,198.6,No
+8805-JNRAZ,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,No
+5089-IFSDP,Female,0,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Yes
+6418-HNFED,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,No
+0206-OYVOC,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.25,864.2,No
+7291-CDTMJ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,No
+7128-GGCNO,Male,0,No,No,46,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,No
+0237-YFUTL,Female,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,No
+7691-KGKGP,Male,0,Yes,Yes,53,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),65,3363.8,No
+6710-HSJRD,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,114.1,7132.15,No
+3675-EQOZA,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No
+0840-DCNZE,Male,0,No,No,47,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,No
+1732-FEKLD,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),94.75,5121.75,No
+9862-KJTYK,Male,0,No,Yes,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.35,566.1,No
+0479-HMSWA,Female,0,No,Yes,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,No
+5854-KSRBJ,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1782.05,No
+0365-BZUWY,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.55,1742.5,No
+4817-VYYWS,Female,0,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,Yes
+5701-SVCWR,Female,0,No,Yes,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24,24,No
+3129-AAQOU,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.6,485.9,No
+4922-CVPDX,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,No
+1396-QWFBJ,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Yes
+1357-BIJKI,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,98.25,4858.7,No
+1099-BTKWT,Female,0,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.4,3723.65,No
+5299-SJCZT,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Yes
+2018-PZKMU,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.1,970.45,No
+7340-KEFQE,Female,0,Yes,Yes,51,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782,No
+4570-QHXHL,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,No
+2403-BCASL,Male,1,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,4534.9,Yes
+7392-YYPYJ,Male,0,No,No,22,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.65,2415.95,No
+2898-LSJGD,Female,0,Yes,Yes,21,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,Yes
+2223-GDSHL,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,8297.5,No
+7359-PTSXY,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.75,45.75,Yes
+9470-RTWDV,Male,0,Yes,Yes,26,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),82,2083.1,No
+2176-OSJUV,Male,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,No
+9348-YVOMK,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.8,176.2,No
+8104-OSKWT,Female,0,No,No,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.8,1001.2,No
+4521-YEEHE,Female,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,No
+4090-KPJIP,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,No
+3786-WOVKF,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),106.85,7677.4,No
+4503-BDXBD,Male,0,No,No,11,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,815.5,Yes
+6086-ESGRL,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),80.15,80.15,Yes
+2592-HODOV,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,259.65,No
+3886-CERTZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.25,8109.8,Yes
+7995-ZHHNZ,Male,0,Yes,No,42,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Credit card (automatic),56.1,2386.85,No
+3824-RHKVR,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,340.35,No
+5816-SCGFC,Female,1,No,No,7,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,51.3,419.35,No
+5989-AXPUC,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,118.6,7990.05,No
+4979-HPRFL,Male,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.15,1402.25,No
+8590-OHDIW,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,749.35,No
+8015-IHCGW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,115.5,8425.15,No
+2332-TODQS,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),25.05,1171.5,No
+9278-VZKCD,Female,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,109.1,5647.95,No
+8008-OTEZX,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,708.8,No
+2773-OVBPK,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,No
+5999-LCXAO,Female,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.9,29.9,No
+5206-XZZQI,Male,0,No,No,53,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,80.6,4348.1,No
+4803-LBYPN,Male,0,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,No
+5759-RCVCB,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),35.2,108.95,Yes
+6372-RFVNS,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,78.8,Yes
+2139-FQHLM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Mailed check,89.95,1682.4,No
+8261-GWDBQ,Female,1,Yes,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.05,6925.9,No
+1093-YSWCA,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,No
+8938-UMKPI,Female,0,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,5127.95,Yes
+0991-BRRFB,Male,0,No,No,18,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.4,874.8,Yes
+3882-IYOIJ,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.25,6758.45,No
+8749-TZYEC,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,No
+1755-FZQEC,Male,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,No
+3115-JPJDD,Female,0,Yes,No,59,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.25,4639.45,No
+5600-KTXFM,Male,0,Yes,Yes,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.95,143.9,No
+3871-IKPYH,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.1,69.1,Yes
+6319-IEJWJ,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.2,1776.55,Yes
+9025-AOMKI,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,Yes
+6339-TBELP,Male,0,No,No,71,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),86.4,6172,No
+7964-YESJC,Female,0,Yes,No,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,66.3,1559.45,No
+6173-GOLSU,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.65,6079,No
+5275-SQEIZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,80.85,80.85,Yes
+7716-YTYHG,Female,0,Yes,Yes,48,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,Yes
+9938-ZREHM,Female,0,Yes,No,37,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,No
+7950-XWOVN,Male,0,No,No,11,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,34.7,383.55,No
+4390-KYULV,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.55,51.15,Yes
+4647-MUZON,Female,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,No
+9702-AIUJO,Male,0,Yes,Yes,50,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,No
+8849-PRIQJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,No
+8851-RAGOV,Female,0,Yes,No,25,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.05,1837.7,No
+1304-NECVQ,Female,1,No,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.55,149.55,Yes
+5396-IZEPB,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,180.7,No
+1729-VLAZJ,Female,0,No,Yes,10,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,40.25,411.45,No
+8285-ABVLB,Female,0,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1328.35,No
+0701-TJSEF,Male,0,No,No,9,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,No
+5712-VBOXD,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No
+6629-LADHQ,Female,0,No,No,2,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.95,123.05,No
+8945-GRKHX,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.65,78.65,Yes
+1559-DTODC,Male,0,No,No,19,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,No
+4797-MIWUM,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,No
+6959-UWKHF,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Yes
+8720-RQSBJ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44,44,No
+4537-CIBHB,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,172.35,No
+3815-SLMEF,Female,0,No,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,Yes
+5154-VEKBL,Female,0,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Mailed check,58.5,539.85,Yes
+4324-AHJKS,Female,0,No,No,5,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.8,300.4,No
+4355-CVPVS,Female,0,Yes,Yes,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968,No
+4495-LHSSK,Female,0,No,Yes,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,57.65,992.7,No
+5655-JSMZM,Male,1,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.2,4718.25,Yes
+5915-ANOEI,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,79.15,5536.5,No
+9861-PDSZP,Female,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.05,7806.6,No
+4505-EXZHB,Female,1,No,No,6,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,74.4,434.1,Yes
+7225-CBZPL,Male,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.8,1563.9,No
+6704-UTUKK,Male,0,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.9,1332.4,No
+4587-VVTOX,Female,0,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,Yes
+2019-HDCZY,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,102.6,6296.75,No
+4652-NNHNY,Male,0,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Yes
+8788-DOXSU,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),61.35,3645.5,No
+7404-JLKQG,Female,0,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,No
+7421-ZLUPA,Female,0,No,No,8,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,No
+8972-HJWNV,Female,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.55,646.85,Yes
+3274-NSDWE,Female,0,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,1441.65,No
+2632-IVXVF,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.75,7511.3,No
+3692-JHONH,Female,1,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,5621.85,No
+8915-NNTRC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,No
+5914-GXMDA,Female,0,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,593.2,No
+7463-IFMQU,Female,0,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,No
+2920-RNCEZ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.95,69.95,No
+2541-YGPKE,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,No,No,Yes,No,Yes,One year,No,Credit card (automatic),63.7,2763.35,No
+8515-OCTJS,Female,0,No,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,692.1,Yes
+5382-TEMLV,Male,0,No,No,45,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,No
+3441-CGZJH,Female,0,Yes,Yes,43,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.4,2640.55,No
+9592-ERDKV,Male,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Mailed check,79.25,2911.8,No
+2860-RANUS,Female,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Yes
+5261-QSHQM,Female,0,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,86.6,Yes
+4778-IZARL,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.1,6705.7,No
+0432-CAJZV,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,90.7,237.65,No
+7008-LZVOZ,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1672.35,No
+8868-WOZGU,Male,0,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.7,2979.5,Yes
+1200-TUZHR,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,No
+9365-CSLBQ,Male,0,No,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.35,1654.6,No
+1334-FJSVR,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.25,24.25,Yes
+5884-FBCTL,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.1,1857.85,No
+7130-CTCUS,Male,1,Yes,No,16,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,No
+6242-FEGFD,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,96.6,6424.25,No
+7625-XCQRH,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,837.95,Yes
+6194-HBGQN,Male,0,No,No,51,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,No
+7634-WSWDB,Female,0,No,Yes,8,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,38.5,330.8,No
+6986-IXNDM,Male,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.9,1337.45,No
+1731-TVIUK,Female,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,93.5,362.2,Yes
+2987-BJXIK,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Mailed check,84.7,5991.05,No
+9769-TSBZE,Female,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Electronic check,66,4891.5,No
+0406-BPDVR,Female,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,Yes
+0618-XWMSS,Male,0,No,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Yes
+1395-WSWXR,Male,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,487.05,No
+6023-GSSXW,Female,0,Yes,No,69,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),61.45,4131.2,No
+6752-APNJL,Male,0,Yes,Yes,42,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,No
+5276-KQWHG,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,131.65,Yes
+0420-HLGXF,Female,1,No,No,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.75,4036,No
+7446-KQISO,Male,0,Yes,Yes,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,4900.65,No
+9823-EALYC,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,No
+0582-AVCLN,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.3,743.05,No
+5803-NQJZO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),67.8,4804.65,No
+2565-JSLRY,Male,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.05,24.05,Yes
+2607-DHDAK,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,No
+1073-XXCZD,Male,0,Yes,No,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.7,1443.65,No
+0743-HRVFF,Female,0,Yes,Yes,51,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,No
+4006-HKYHO,Male,0,No,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.7,5309.5,No
+3727-JEZTU,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,No
+8143-ETQTI,Female,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,No
+6689-KXGBO,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,Yes
+9667-TKTVZ,Female,0,No,No,2,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,No
+3657-COGMW,Female,1,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,No
+8570-KLJYJ,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,54.45,1893.5,No
+7754-IXRMC,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.35,45.35,No
+9473-CBZOP,Female,0,No,No,28,Yes,Yes,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,59,1654.45,No
+2969-WGHQO,Female,0,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,No
+6615-NGGZJ,Male,0,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.55,1415.55,Yes
+4334-HOWRP,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.95,4546,No
+4255-DDUOU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Yes
+5863-OOKCL,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.85,163.2,No
+1686-STUHN,Male,0,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,849.9,No
+1329-VHWNP,Female,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),25.05,189.95,No
+2984-MIIZL,Male,0,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Yes
+0266-GMEAO,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,No
+5590-YRFJT,Female,0,Yes,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Yes
+5574-NXZIU,Male,0,No,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,No
+0019-GFNTW,Female,0,No,No,56,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),45.05,2560.1,No
+4256-ZWTZI,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,51,286.8,No
+8309-PPCED,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.45,7982.5,No
+4098-NAUKP,Male,1,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,No
+5196-WPYOW,Male,0,Yes,Yes,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,60.05,3994.05,No
+4608-LCIMN,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.65,369.15,No
+1485-YDHMM,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,No
+4054-CUMIA,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,No
+0603-TPMIB,Female,0,Yes,Yes,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.45,1534.05,No
+2525-GVKQU,Female,0,No,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1093,No
+8161-QYMTT,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,701.3,No
+9581-GVBXT,Male,0,Yes,Yes,59,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,34.8,1980.3,No
+5862-BRIXZ,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,No
+5404-GGUKR,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,51.35,262.3,No
+3308-JSGML,Male,1,Yes,No,59,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),64.05,3886.85,No
+2126-GSEGL,Female,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,No
+3677-TNKIO,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),71,914,Yes
+0440-QEXBZ,Female,0,No,No,44,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.15,2139.1,No
+2434-EEVDB,Female,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,No
+6762-QVYJO,Female,0,Yes,Yes,58,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,No
+6199-IWKGC,Female,1,Yes,No,46,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,100.25,4753.85,No
+2675-DHUTR,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.9,5780.7,No
+8152-VETUR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,No
+9667-EQRXU,Female,1,No,No,30,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,40.3,1172.95,Yes
+7446-YPODE,Male,1,No,No,11,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),60.25,662.95,No
+9522-BNTHX,Female,1,No,No,34,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,56.25,1765.95,No
+4676-WLUHT,Male,0,No,No,54,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),46.2,2431.95,No
+3329-WDIOK,Female,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,155.35,Yes
+7980-MHFLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.9,1859.2,No
+2873-ZLIWT,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.85,3303.05,Yes
+3415-TAILE,Female,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,Yes
+0757-WCUUZ,Male,0,Yes,Yes,54,Yes,Yes,DSL,No,No,Yes,No,No,Yes,Two year,No,Credit card (automatic),63.35,3409.1,No
+1629-DQQVB,Female,0,No,No,14,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,No
+1915-IOFGU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,70.5,Yes
+3045-XETSH,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.85,953.45,Yes
+0374-AACSZ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,50.15,50.15,No
+7239-HZZCX,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes
+4872-VXRIL,Male,0,No,No,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,No
+9140-CZQZZ,Female,0,Yes,No,68,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.6,5515.8,No
+3423-HHXAO,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272,No
+9938-TKDGL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.55,6668,No
+0531-ZZJWQ,Male,1,Yes,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74,4052.4,No
+6537-QLGEX,Female,0,No,No,16,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,38.9,664.4,No
+2688-BHGOG,Male,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,718.55,No
+7683-CBDKJ,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,65.45,937.6,Yes
+0946-CLJTI,Male,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5812.6,Yes
+3160-TYXLT,Male,0,No,No,53,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,No
+1325-USMEC,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.35,6944.5,No
+0916-QOFDP,Female,1,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.8,1346.3,No
+0628-CNQRM,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),67.5,1544.05,Yes
+5606-AMZBO,Female,0,Yes,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,No
+6199-IPCAO,Female,0,Yes,Yes,29,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,26.1,692.55,No
+7665-TOALD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
+0112-QWPNC,Male,0,Yes,No,49,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,84.35,4059.35,Yes
+0324-BRPCJ,Female,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,Yes
+2777-PHDEI,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.05,78.05,Yes
+5640-CAXOA,Female,0,No,No,30,No,No phone service,DSL,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),40.35,1187.05,No
+2235-EZAIK,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),79.2,5401.9,No
+3847-BAERP,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247,No
+1196-AMORA,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,73.6,520,Yes
+4282-YMKNA,Female,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,706.6,Yes
+1453-RZFON,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,No
+8263-OKETD,Female,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,No
+0670-KDOMA,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No
+2476-YGEFM,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),76,2215.25,No
+8687-BAFGU,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74,74,No
+0641-EVBOJ,Male,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,No
+0829-XXPLX,Female,0,No,No,20,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,No
+9974-JFBHQ,Male,0,No,Yes,64,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,No
+5356-RHIPP,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes
+6624-JDRDS,Female,0,No,No,6,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),29.45,161.45,No
+0608-JDVEC,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.8,1013.2,No
+9780-FKVVF,Male,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,No
+1919-RTPQD,Male,0,Yes,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.75,333.65,No
+5214-NLTIT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),90.8,6511.8,No
+3345-PBBFH,Male,0,Yes,No,8,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,No
+5055-BRMNE,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),106.7,7009.5,No
+9189-JWSHV,Female,1,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.55,2264.05,Yes
+2190-PHBHR,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Two year,Yes,Credit card (automatic),94.45,6921.7,No
+2650-GYRYL,Male,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.45,600.25,No
+0746-JTRFU,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.05,56.35,Yes
+5208-FVQKB,Male,0,Yes,No,70,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.95,4664.15,No
+7184-LRUUR,Female,0,No,No,22,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),65.25,1441.8,No
+6627-CFOSN,Female,0,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,No
+3982-JGSFD,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.35,695.85,No
+1574-DYCWE,Female,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1028.75,No
+7247-XOZPB,Male,0,Yes,No,53,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),77.4,4155.95,No
+2466-FCCPT,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.7,395.6,No
+6211-WWLTF,Male,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),99.7,6330.4,No
+4826-TZEVA,Female,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.8,2971.7,No
+6016-NXBNJ,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638,No
+9138-EFSMO,Male,0,Yes,Yes,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,One year,No,Bank transfer (automatic),78.95,2034.25,No
+0576-WNXXC,Male,1,Yes,No,27,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.55,2510.2,Yes
+4632-XJMEX,Male,0,No,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),62.85,3419.5,No
+8910-LEDAG,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.55,2427.35,No
+3452-GWUIN,Female,1,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.95,1760.25,No
+2716-GFZOR,Male,0,Yes,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,No
+3724-UCSHY,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,122.9,No
+8626-XHBIE,Male,0,No,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,No
+4628-CTTLA,Male,0,No,No,57,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,Yes
+3192-LNKRK,Male,0,Yes,Yes,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.05,2909.95,No
+4439-YRNVD,Female,0,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,36.25,374,No
+2876-VBBBL,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Yes
+6834-NXDCA,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.9,300.8,Yes
+2208-UGTGR,Male,0,No,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,98.6,5581.05,No
+3005-TYFRD,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,No
+8670-MEFCP,Female,0,Yes,Yes,36,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.9,3379.25,No
+3079-BCHLN,Male,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,942.95,No
+7777-UNYHB,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.1,232.4,No
+5597-GLBUC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,85.45,85.45,Yes
+7278-CKDNC,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.5,2088.45,No
+2748-MYRVK,Female,0,No,No,63,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.9,6137,Yes
+8450-UYIBU,Female,1,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,No
+2969-VAPYH,Female,0,No,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),60.5,3870,No
+4822-YCXMX,Male,0,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.8,2043.45,Yes
+7181-OQCUT,Male,0,No,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,103.85,2215,No
+8474-UMLNT,Female,0,No,No,13,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),67.8,842.25,No
+9821-POOTN,Male,0,Yes,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.2,2576.2,Yes
+3836-FZSDJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901,No
+9142-XMYJH,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.35,601.6,No
+6559-ILWKJ,Male,0,Yes,No,71,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,No,Electronic check,49.35,3515.25,Yes
+0187-QSXOE,Male,1,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89,605.45,No
+7733-UDMTP,Female,1,No,No,57,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,55,3094.05,No
+2649-HWLYB,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,No
+5214-CHIWJ,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,595.05,No
+4229-CZMLL,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Yes
+6904-JLBGY,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,No
+2465-BLLEU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.75,19.75,No
+1685-VAYJF,Male,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),45.2,492,No
+8874-EJNSR,Male,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.2,987.95,No
+6917-YACBP,Female,1,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,No
+5049-MUBWG,Male,0,No,No,26,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),75,1908.35,No
+4223-WOZCM,Male,1,No,No,2,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,49.95,107.1,No
+0769-MURVM,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),65.7,4575.35,No
+9253-VIFJQ,Male,0,Yes,No,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),67.05,4309.55,No
+7030-FZTFM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.9,7922.75,No
+9741-YLNTD,Male,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,No
+5917-RYRMG,Male,1,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,No
+5120-ZBLAI,Female,0,Yes,No,50,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,No
+1194-BHJYC,Male,0,Yes,No,61,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,62.15,3778.85,No
+3663-MITLP,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,1457.25,Yes
+0906-QVPMS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),115.15,8349.45,No
+9025-ZRPVR,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,185.6,Yes
+1905-OEILC,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,19.5,No
+7858-GTZSP,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,No
+3285-UCQVC,Female,0,No,No,37,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),28.6,973.55,Yes
+6248-BSHKG,Male,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.4,1226.45,No
+4685-TFLLS,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.8,342.3,No
+3470-BTGQO,Male,0,No,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,985.05,No
+1209-VFFOC,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,56.4,3948.45,No
+8224-DWCKX,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.3,828.05,No
+5482-PLVPE,Female,1,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,Yes
+4553-DVPZG,Female,0,Yes,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,6164.7,No
+4902-OHLSK,Female,1,No,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,98.65,2862.75,Yes
+6917-IAYHD,Male,0,No,Yes,1,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,33.6,33.6,No
+0495-ZBNGW,Male,1,Yes,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Yes
+8620-RJPZN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,No
+7572-KPVKK,Male,0,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,No
+2642-MAWLJ,Female,0,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,717.95,No
+2357-COQEK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,Yes
+7103-ZGVNT,Female,0,Yes,Yes,69,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Credit card (automatic),73.7,4885.85,No
+3737-GCSPV,Female,0,Yes,No,11,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Yes
+2027-WKXMW,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.75,6871.7,No
+7137-NAXML,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,405.6,No
+2428-ZMCTB,Male,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,No
+2961-VNFKL,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.95,1801.9,No
+1768-HNVGJ,Female,1,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,No
+6963-KQYQB,Female,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.05,1764.75,No
+5934-RMPOV,Female,0,No,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,1816.75,No
+1207-BLKSA,Female,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.05,1255.1,No
+4088-YLDSU,Male,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.15,5743.05,Yes
+8316-BBQAY,Female,0,No,No,65,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),59.95,3921.1,No
+1166-PQLGG,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,1463.45,No
+3146-JTQHR,Male,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.6,189.45,No
+4291-YZODP,Female,0,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,No
+4395-PZMSN,Male,1,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.55,408.5,No
+6427-FEFIG,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),78.6,1846.65,No
+0017-IUDMW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.8,8456.75,No
+8706-HRADD,Male,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,43.55,1011.5,No
+9955-QOPOY,Male,0,Yes,No,69,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,No
+4385-ZKVNW,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,No
+5446-DKWYW,Female,1,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,No
+2034-CGRHZ,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Yes
+5797-APWZC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.6,90.6,Yes
+3683-QKIUE,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Yes
+4228-ZGYUW,Male,0,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,Yes
+9031-ZVQPT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.2,7840.6,No
+2990-IAJSV,Male,0,No,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),92,6632.75,No
+8107-KNCIM,Male,1,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,No
+9027-YFHQJ,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,No
+5176-LDKUH,Female,0,No,No,48,Yes,No,Fiber optic,No,Yes,No,No,No,No,One year,No,Electronic check,75.15,3772.65,No
+4644-OBGFZ,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,1026.35,No
+7926-IJOOU,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.3,19.3,No
+6480-YAGIY,Male,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,No
+4029-HPFVY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.3,220.4,No
+7602-DBTOU,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,1416.5,No
+5345-BMKWB,Male,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,158.35,No
+3519-ZKXGG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Yes
+5457-COLHT,Male,0,Yes,Yes,69,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),80.65,5542.55,No
+6416-TVAIH,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Yes
+5451-YHYPW,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8443.7,No
+5108-ADXWO,Male,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,791.75,Yes
+7998-WNZEM,Male,0,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.6,5708.2,No
+3066-RRJIO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.95,69.95,Yes
+4664-NJCMS,Female,0,Yes,No,33,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.55,2016.3,No
+0307-BCOPK,Female,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,No
+7629-WFGLW,Female,1,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,95.65,5471.75,No
+2542-HYGIQ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.95,19.95,No
+6715-OFDBP,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.05,346.4,Yes
+5016-LIPDW,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,1061.6,No
+6481-LXPWL,Male,0,Yes,Yes,56,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),36.1,1971.5,No
+1567-DSCIC,Male,0,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94,773.65,Yes
+2150-UWTFY,Female,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.15,1422.05,Yes
+6124-ACRHJ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No
+9362-MWODR,Female,0,No,Yes,40,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,No
+9975-GPKZU,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,No
+9625-RZFUK,Male,0,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,No
+5153-LXKDT,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,No
+5161-UBZXI,Male,0,Yes,Yes,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),106.35,7261.75,No
+1020-JPQOW,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,90.55,5116.6,No
+7919-ZODZZ,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Mailed check,65.9,660.05,No
+0565-JUPYD,Male,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,No
+6867-ACCZI,Female,0,Yes,Yes,24,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,52.5,1208.15,No
+5939-XAIXZ,Female,0,No,No,19,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,56.1,1033.9,No
+9054-FOWNV,Male,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.75,1885.15,No
+2683-BPJSO,Male,0,Yes,No,29,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Yes
+2157-MXBJS,Male,0,Yes,No,13,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,75.3,989.45,Yes
+8207-VVMYB,Female,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26,2006.95,No
+9732-EQMWY,Female,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.4,5025,No
+9360-AHGNL,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,109.55,4830.25,Yes
+1087-UDSIH,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Yes
+5269-NRGDP,Male,0,Yes,Yes,42,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,73.15,3088.25,No
+6195-MELTI,Male,0,No,No,57,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Mailed check,54.65,3134.7,No
+5485-WUYWF,Male,1,No,No,2,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,94.55,Yes
+2121-JAFOM,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,No
+8818-DOPVL,Female,1,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,No
+2632-UCGVD,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,Yes
+5445-PZWGX,Male,0,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102,6529.25,Yes
+1227-UDMZR,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,No
+5198-HQAEN,Male,0,Yes,Yes,35,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.7,3165.6,No
+9170-CCKOU,Male,0,Yes,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Yes
+2167-FQSTQ,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,92.4,6786.1,No
+2819-GWENI,Female,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,543,No
+1043-YCUTE,Male,0,Yes,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.15,1327.15,Yes
+3814-MLAXC,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Yes
+3572-UUHRS,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),18.85,867.3,No
+2692-PFYTJ,Female,0,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.75,25.75,No
+1226-UDFZR,Female,0,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.6,114.7,Yes
+5955-EPOAZ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,No
+6821-JPCDC,Female,0,Yes,No,48,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,No
+8815-LMFLX,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,No
+9135-HSWOC,Male,0,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No
+8582-KRHPJ,Male,0,No,No,50,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35,1782.4,No
+5811-IWXYM,Female,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),101.25,5301.1,No
+7044-YAACC,Male,1,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,280.35,No
+8189-XRIKE,Female,1,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.95,2897.95,No
+1506-YJTYT,Male,0,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371,No
+4123-DVHPH,Male,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.05,801.3,No
+6425-YQLLO,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,6975.25,Yes
+5442-UTCVD,Male,0,No,Yes,3,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,91.85,257.05,Yes
+2228-BZDEE,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,1079.45,No
+7734-DBOAI,Female,0,Yes,Yes,1,No,No phone service,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,40.1,40.1,Yes
+2789-CZANW,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,No
+2091-RFFBA,Female,1,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.9,2217.15,Yes
+2114-MGINA,Female,0,No,No,14,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.8,1129.1,Yes
+7596-LDUXP,Female,0,No,No,12,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),85.15,979.05,No
+3740-RLMVT,Male,1,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,No
+4489-SNOJF,Female,0,Yes,Yes,35,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,72.25,2568.55,Yes
+2192-OZITF,Female,0,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,73.55,3349.1,No
+5651-CPDND,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46,492.1,No
+2186-QZEYA,Female,1,No,No,29,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,No
+1131-ALZWV,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.6,605.25,No
+7729-XBTWX,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1344.5,No
+9134-WYRVP,Male,0,No,No,51,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,One year,No,Mailed check,86.35,4267.15,No
+3284-SVCRO,Female,0,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.5,1121.05,No
+9732-OUYRN,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19,918.7,No
+0559-CKHUS,Female,0,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.55,521.8,No
+2931-SVLTV,Male,0,Yes,Yes,40,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,No
+6899-PPEEA,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.55,3580.3,Yes
+7504-UWHNB,Male,0,No,No,25,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.75,1729.35,No
+2582-FFFZR,Female,0,No,No,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.6,1073.3,No
+8908-NMQTX,Male,0,No,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.6,4566.5,No
+2187-LZGPL,Female,0,No,No,7,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.1,293.3,Yes
+1431-AIDJQ,Male,0,Yes,Yes,33,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,No
+6288-LBEAR,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,79.1,1783.75,No
+4597-NUCQV,Male,1,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,Yes
+9019-QVLZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,Yes
+8413-YNHNV,Male,0,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,90.65,6322.1,No
+5808-TOTXO,Female,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,57.4,No
+4369-NYSCF,Male,0,No,No,56,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),75.75,4284.65,No
+6333-YDVLT,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110,7138.65,No
+5324-KTGCG,Male,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,No
+5599-HVLTW,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,No
+7394-LWLYN,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,123.8,No
+3707-LRWZD,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.05,2781.85,Yes
+6873-UDNLD,Male,0,No,No,40,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,67.45,2731,No
+2700-LUEVA,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.75,20.75,No
+1455-ESIQH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.1,89.1,Yes
+0958-YHXGP,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,497.3,No
+1101-SSWAG,Female,0,Yes,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.1,711.15,No
+2979-SXESE,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.4,1607.2,Yes
+4013-TLDHQ,Male,0,No,No,19,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Yes
+5743-KHMNA,Male,0,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.55,1898.1,No
+4194-FJARJ,Female,0,Yes,Yes,54,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60,3273.95,No
+5325-UWTWJ,Male,0,Yes,No,31,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,No
+3969-GYXEL,Female,0,No,No,11,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,76.4,838.7,No
+9208-OLGAQ,Female,1,No,No,18,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,No
+3244-CQPHU,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),110.1,7746.7,No
+2674-MLXMN,Female,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,No
+9708-HPXWZ,Male,1,No,No,5,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Credit card (automatic),45.4,214.75,No
+6992-TKNYO,Male,0,Yes,No,38,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),69,2669.45,No
+4468-YDOVK,Male,0,No,Yes,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,No
+3754-DXMRT,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Yes
+5792-JALQC,Female,1,No,No,52,Yes,Yes,DSL,Yes,No,Yes,No,No,No,Two year,No,Bank transfer (automatic),59.85,3103.25,No
+7130-VTEWQ,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,606.25,Yes
+2200-DSAAL,Female,0,No,No,68,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,80.65,5330.2,No
+4302-ZYFEL,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,No
+9351-LZYGF,Female,0,Yes,No,42,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,No
+4366-CTOUZ,Female,0,No,No,50,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.2,5038.45,No
+6121-VZNQB,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,19.1,Yes
+7903-CMPEY,Male,1,Yes,No,1,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.3,80.3,Yes
+1518-OMDIK,Male,0,Yes,No,33,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,No
+6671-NGWON,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,150.6,No
+0595-ITUDF,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,91.8,5960.5,No
+6996-KNSML,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,74.9,74.9,Yes
+1955-IBMMB,Male,0,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,No
+0096-BXERS,Female,0,Yes,No,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,No
+3806-YAZOV,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,56,No
+7998-ZLXWN,Female,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.45,330.8,No
+6253-WRFHY,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,No
+9133-AYJZG,Female,0,No,No,23,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,No
+2675-OTVVJ,Male,1,Yes,No,31,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,No
+8680-CGLTP,Male,0,No,No,29,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,58.75,1696.2,No
+8430-TWCBX,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,1032.05,No
+5018-GWURO,Female,0,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,No
+6741-QRLUP,Female,0,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),80.3,4995.35,No
+4737-HOBAX,Male,0,Yes,No,63,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),79.8,5034.05,No
+0537-QYZZN,Male,1,Yes,Yes,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,79.85,1857.75,No
+3340-QBBFM,Male,1,Yes,No,36,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,No
+1704-NRWYE,Female,1,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.85,751.65,Yes
+2592-SEIFQ,Male,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,Yes
+8200-KLNYW,Female,0,Yes,No,21,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,80.9,1714.95,No
+3372-CDXFJ,Male,0,Yes,Yes,13,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.5,343.6,No
+4781-ZXYGU,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,No
+7632-YUTXB,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,520.1,No
+2718-YSKCS,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.6,1387.45,No
+9896-UYMIE,Male,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,No
+0853-NWIFK,Female,0,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,No
+8212-CRQXP,Female,0,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80,1706.45,No
+6980-CDGFC,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.85,1327.4,No
+7691-XVTZH,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),89.95,5974.3,No
+2520-SGTTA,Female,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20, ,No
+7481-ATQQS,Female,1,No,No,49,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Yes
+2277-VWCNI,Female,1,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,48.75,179.85,No
+1088-CNNKB,Male,0,Yes,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),80,5040.2,No
+8642-GVWRF,Female,0,Yes,No,2,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),79.7,165,Yes
+1930-BZLHI,Male,0,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,No
+3400-ESFUW,Male,0,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),57.55,3046.4,Yes
+5868-YTYKS,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No
+3525-DVKFN,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,358.05,No
+1482-OXZSY,Male,0,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,No
+0377-JBKKT,Male,0,Yes,Yes,22,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,57.95,1271.8,No
+5778-BVOFB,Female,0,No,No,9,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,No
+3373-YZZYM,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.2,19.2,No
+2057-ZBLPD,Female,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.5,1808.7,Yes
+0228-MAUWC,Male,0,No,No,19,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.55,1144.6,No
+5502-RLUYV,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,7446.9,Yes
+0023-HGHWL,Male,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.1,25.1,Yes
+7663-YJHSN,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,No
+4915-BFSXL,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,No,Credit card (automatic),68.95,4858.7,No
+3086-RUCRN,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),103.1,6595,No
+5215-LNLDJ,Female,0,Yes,Yes,7,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,149.05,No
+7576-JMYWV,Female,1,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.2,4972.1,No
+9039-RBEEE,Male,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,Yes
+0257-KXZGU,Female,0,Yes,Yes,32,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,No
+1307-ATKGB,Male,0,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,No
+8417-FMLZI,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Yes
+3714-XPXBW,Female,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,No
+1850-AKQEP,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,178.7,No
+2824-DXNKN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,No
+5227-JSCFE,Male,1,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),46.35,3353.4,No
+0848-ZGQIJ,Female,0,Yes,No,16,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,No
+3621-CHYVB,Female,0,Yes,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,No
+8042-RNLKO,Male,0,No,No,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,1699.15,No
+1792-UXAFY,Female,1,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,1496.9,Yes
+5372-FBKBN,Female,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,No
+0420-TXVSG,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),66.1,4428.45,No
+6217-TOWGS,Female,0,Yes,No,17,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,No
+0515-YPMCW,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.45,70.45,Yes
+0378-XSZPU,Male,0,Yes,No,58,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Credit card (automatic),60.3,3563.8,Yes
+1045-LTCYT,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,139.75,No
+1544-JJMYL,Male,0,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,No
+4636-JGAAI,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,88.85,3000.25,No
+6874-SGLHU,Male,0,No,No,30,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),97,3021.3,No
+5951-AOFIH,Male,0,No,No,33,Yes,No,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,No
+4729-XKASR,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,24.75,Yes
+3059-NGMXB,Male,0,Yes,Yes,14,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,No,Mailed check,69.2,944.65,No
+8652-YHIYU,Female,0,No,Yes,16,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),79.5,1264.2,No
+5278-PNYOX,Female,0,No,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),100.65,4917.75,No
+5449-FIBXJ,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,Yes
+3486-HOOGQ,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,No
+5061-PBXFW,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,No
+8630-FJLIB,Female,0,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,No
+3891-NLXJB,Male,0,No,No,37,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,40.55,1390.85,No
+4749-OJKQU,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.65,302.35,No
+0577-WHMEV,Female,0,Yes,No,16,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,90.7,1374.9,No
+5453-AXEPF,Male,0,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,No
+3639-XJHKQ,Female,0,No,Yes,19,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,60.6,1297.8,No
+3716-LRGXK,Male,0,Yes,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),101.15,6067.4,No
+2263-SFSQZ,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.95,1222.25,No
+9950-MTGYX,Male,0,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,No
+3397-AVTKU,Male,0,No,No,43,Yes,No,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Electronic check,60,2548.55,No
+4825-FUREZ,Male,0,Yes,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.25,835.5,No
+9837-BMCLM,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.5,242.05,Yes
+2672-OJQZP,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,No
+0137-UDEUO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,63.75,Yes
+3134-DSHVC,Female,0,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Credit card (automatic),98,6218.45,No
+6161-UUUTA,Male,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.9,260.9,Yes
+7821-DPRQE,Male,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.7,7320.9,No
+6543-XRMYR,Female,1,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,2967.35,Yes
+2001-EWBQU,Female,0,No,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,104.7,6333.8,No
+4925-LMHOK,Male,0,No,No,15,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),58.6,939.7,Yes
+1608-GMEWB,Male,1,No,No,45,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,No
+6695-AMZUF,Female,0,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,5950.2,No
+1455-UGQVH,Male,0,Yes,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,1037.75,Yes
+8410-BGQXN,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,93.4,No
+8280-MQRQN,Female,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Yes
+1619-YWUBB,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.95,1614.9,No
+7611-YKYTC,Male,0,Yes,Yes,22,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75,1573.95,No
+2037-SGXHH,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,94.65,3624.3,Yes
+3178-FESZO,Female,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.25,100.25,Yes
+0365-GXEZS,Male,0,Yes,No,18,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,78.2,1468.75,No
+0082-OQIQY,Male,0,No,No,29,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,2607.6,No
+6087-MVHJH,Female,0,No,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.45,1422.1,Yes
+4603-JANFB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes
+3018-TFTSU,Male,0,No,No,12,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Yes
+3606-SBKRY,Male,0,No,No,31,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,No
+4806-KEXQR,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.9,324.3,Yes
+0667-NSRGI,Female,0,Yes,No,48,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,69.55,3435.6,No
+7083-YNSKY,Female,0,No,No,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),25.4,399.6,Yes
+6893-ODYYE,Male,0,No,No,50,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,No
+8242-JSVBO,Male,0,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,No
+2479-BRAMR,Male,1,Yes,No,41,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Yes
+9541-ZPSEA,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),80.35,5375.15,No
+2665-NPTGL,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,No
+1139-WUOAH,Male,0,No,No,57,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.35,3090.05,No
+4693-VWVBO,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.55,61.05,No
+7434-SHXLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.9,20.9,Yes
+6937-GCDGQ,Male,0,Yes,Yes,19,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),48.95,955.6,No
+0988-JRWWP,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.2,140.4,No
+5075-JSDKI,Female,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,No
+7908-QCBCA,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.4,69.4,Yes
+8644-XYTSV,Male,0,Yes,No,42,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,No
+6711-FLDFB,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Yes
+3873-WOSBC,Male,0,Yes,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1784.9,No
+7465-ZZRVX,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,No
+7975-JMZNT,Male,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),91.7,6075.9,No
+7251-XFOIL,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.2,5500.6,No
+4116-IQRFR,Male,0,Yes,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.1,73.1,No
+3714-JTVOV,Female,1,Yes,No,42,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Yes
+8259-DZLIZ,Female,0,Yes,Yes,64,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),53.85,3399.85,No
+0442-ZXKVS,Female,1,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,No
+7853-WNZSY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.75,19.75,No
+3120-FAZKD,Male,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No
+8606-OEGQZ,Female,0,No,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,No
+0225-ZORZP,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.3,235.05,No
+4702-IOQDC,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes
+9489-JMTTN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6595.9,No
+0575-CUQOV,Male,1,Yes,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867,No
+0967-BMLBD,Female,0,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20,196.35,No
+6178-KFNHS,Female,0,No,Yes,12,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.3,909.25,Yes
+2830-LEWOA,Male,0,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),103.9,6449.15,No
+5006-MXVRN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.7,762.45,No
+1264-BYWMS,Male,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,5283.95,Yes
+9658-WYUFB,Female,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,Yes
+8327-WKMIE,Male,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,No
+6917-FIJHC,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26,1776,No
+5329-KRDTM,Male,1,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5396.25,No
+7797-EJMDP,Female,0,No,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.05,574.5,No
+3530-VWVGU,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,No
+2013-SGDXK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,Yes
+6368-NWMCE,Female,0,No,No,38,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),68.15,2656.3,No
+3633-CDBUW,Male,0,No,Yes,17,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,80.85,1445.95,No
+0707-HOVVN,Female,1,No,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,No
+8580-QVLOC,Female,1,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.45,6440.25,Yes
+3956-MGXOG,Female,0,No,No,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.6,2244.95,No
+9274-UARKJ,Female,0,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),83.2,1130,No
+4077-HWUYD,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,No
+2012-NWRPA,Female,1,Yes,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.55,1131.2,Yes
+8808-ELEHO,Male,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.25,585.95,Yes
+0103-CSITQ,Female,0,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.4,6252.7,No
+3506-LCJDC,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Yes
+8671-KKKOS,Female,0,Yes,No,46,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,45.55,2062.15,No
+7305-ZWMAJ,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.7,587.1,No
+9518-XXBXE,Male,1,Yes,No,10,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,75.3,720.45,No
+3934-HXCFZ,Male,0,Yes,No,23,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,99.25,2186.4,Yes
+6578-KRMAW,Male,0,No,No,32,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,No
+4860-IJUDE,Male,0,No,No,13,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,956.65,No
+7666-WKRON,Female,0,No,No,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Two year,Yes,Electronic check,80.45,3201.55,Yes
+9688-YGXVR,Female,0,No,No,44,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,No
+0423-UDIJQ,Male,1,No,No,9,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,49.2,447.9,No
+1945-XISKS,Female,0,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1335.2,No
+4910-AQFFX,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Yes
+2154-KVJFF,Female,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.75,1111.85,Yes
+5360-LJCNJ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.15,7555,No
+2607-FBDFF,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),49,49,No
+9647-ERGBE,Female,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,Yes
+3428-XZMAZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes
+1100-DDVRV,Male,0,Yes,No,17,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,No
+0378-TOVMS,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,85.8,272.2,Yes
+4355-HBJHH,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,79.7,5293.4,Yes
+6728-WYQBC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.95,20.95,No
+9058-CBREO,Female,1,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,Yes
+9029-FEGVJ,Female,1,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570,No
+7216-KAOID,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,798.2,No
+0318-QUUOB,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.55,80.55,Yes
+6145-NNPNO,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.15,44.15,No
+5520-FVEWJ,Female,0,Yes,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,916.9,Yes
+5339-TJFEK,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6487.2,No
+5572-ZDXHY,Female,0,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.3,1855.65,Yes
+2074-GUHPQ,Female,0,No,Yes,17,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,No
+4625-XMOYM,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26.25,1988.05,No
+5827-MWCZK,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,No
+1385-TQOZW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.45,147.55,No
+5914-XRFQB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.8,8424.9,No
+4329-YPDDQ,Male,0,No,No,20,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,No
+4804-NCPET,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,387.4,No
+3750-CKVKH,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Yes
+5944-UGLLK,Male,0,No,No,53,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),54.9,3045.75,No
+8063-GBATB,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,2287.25,Yes
+7787-BNTZM,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,130.5,No
+2252-ISRNH,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,No
+9415-TPKRV,Female,0,Yes,Yes,8,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.75,446.8,No
+5322-TEUJK,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,No
+4547-KQRTM,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Yes
+4877-EVATK,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,20,Yes
+1866-DIOQZ,Female,0,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,No
+8375-KVTHK,Male,0,Yes,No,68,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.3,6754.35,No
+2697-NQBPF,Male,0,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,No
+3709-OIJEA,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,No
+7639-SUPCW,Female,0,No,No,22,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,Yes
+1386-ZIKUV,Male,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.95,130.55,No
+0599-XNYDO,Female,0,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,No
+6377-WHAOX,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,No
+6855-VLGOS,Male,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.55,1432.55,No
+8999-XXGNS,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.75,7629.85,No
+8746-OQQRW,Male,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,No
+3181-MIZBN,Male,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,313.4,No
+0471-ARVMX,Female,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.85,6312.9,No
+7766-CLTIC,Female,0,No,No,10,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,No
+5650-YLIBA,Male,0,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,2640.55,No
+0825-CPPQH,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.1,1372.45,No
+9084-OAYKL,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,No
+6122-LJADA,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.15,6237.05,No
+2400-XIWIO,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.1,6310.9,No
+7524-VRLPL,Male,1,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),74.1,5031,No
+1069-XAIEM,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,85.05,Yes
+7569-NMZYQ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,No
+5201-USSQZ,Female,0,Yes,No,26,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,No,Credit card (automatic),85.9,2196.45,No
+2105-PHWON,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95,3008.15,No
+1494-EJZDW,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,No
+4884-TVUQF,Female,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,No
+8003-EWNDZ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,No
+1897-RCFUM,Female,0,Yes,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,24.2,914.6,No
+9256-JTBNZ,Female,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.3,246.3,No
+4658-HCOHW,Female,0,Yes,Yes,21,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,102.8,2110.15,Yes
+2211-RMNHO,Female,0,Yes,Yes,68,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,5560,No
+2432-TFSMK,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633,No
+3440-JPSCL,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,Yes
+4929-ROART,Male,0,No,No,18,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.25,969.85,No
+1834-ABKHQ,Female,0,Yes,Yes,52,Yes,No,DSL,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),50.95,2610.65,No
+1741-WTPON,Male,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,115.85,6567.9,No
+3932-IJWDZ,Male,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,No
+1240-HCBOH,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,No
+3594-KADLU,Male,0,Yes,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,35.1,101.1,No
+8065-BVEPF,Male,1,No,No,65,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,No
+3796-ENZGF,Male,0,Yes,No,63,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Mailed check,67.25,4234.15,No
+1734-ZMNTZ,Female,0,Yes,Yes,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,300.7,No
+2853-CWQFQ,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,59.55,59.55,No
+0813-TAXXS,Male,0,No,No,55,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,No
+2519-TWKFS,Male,0,Yes,Yes,25,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,55.1,1466.1,No
+2889-FPWRM,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),117.8,8684.8,Yes
+0626-QXNGV,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.15,1776.45,No
+6723-CEGQI,Female,0,No,Yes,65,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,No
+6987-XQSJT,Female,1,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Yes
+4732-RRJZC,Male,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,No
+9499-XPZXM,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),64.75,4804.75,No
+4338-EYCER,Male,0,Yes,No,21,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,No
+3007-FDPEA,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,No
+6350-XFYGW,Male,1,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,422.4,No
+4290-BSXUX,Male,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Yes
+8513-OLYGY,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),115.8,8332.15,No
+0311-QYWSS,Female,0,No,No,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.45,314.6,No
+8705-DWKTI,Male,0,No,No,52,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,No
+8755-IWJHN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.35,6382,No
+0325-XBFAC,Male,0,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,Yes
+4480-QQRHC,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,No
+0929-PECLO,Female,1,No,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,No
+3680-CTHUH,Male,0,No,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,No
+1202-KKGFU,Female,0,Yes,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.2,690.5,No
+6112-KTHFQ,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,279.3,No
+1852-XEMDW,Male,0,No,No,22,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,65.05,1427.55,No
+2462-XIIJB,Male,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,92.5,452.7,Yes
+4760-XOHVN,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,Yes
+1820-DJFPH,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1709.15,No
+9426-SXNHE,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),18.75,53.15,No
+9068-FHQHD,Female,0,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,No
+1269-FOYWN,Male,0,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20,860.85,No
+9470-YFUYI,Male,1,Yes,No,71,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),71,5012.1,No
+7817-BOQPW,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,166.3,Yes
+7402-EYFXX,Male,1,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,2404.1,No
+1853-UDXBW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70,70,Yes
+9895-VFOXH,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No
+5458-CQJTA,Male,0,Yes,Yes,65,Yes,No,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.8,4820.15,Yes
+1230-QAJDW,Male,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,65.25,209.9,No
+5701-ZIKJE,Male,0,No,No,13,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.55,610.75,No
+5219-YIPTK,Female,0,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,3409.6,Yes
+5032-MIYKT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.7,70.7,No
+7396-VJUZB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.25,155.35,No
+9717-QEBGU,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,144,No
+5172-RKOCB,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.95,7875,No
+6509-TSGWN,Female,0,Yes,Yes,37,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.45,911.6,No
+3540-RZJYU,Female,0,No,No,15,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,86.2,1270.2,Yes
+3178-CIFOT,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,No
+2091-MJTFX,Female,0,Yes,Yes,30,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),51.2,1561.5,Yes
+4530-NDRKU,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.05,761.85,No
+5985-TBABQ,Female,0,No,No,32,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,74.75,2282.95,No
+9800-ONTFE,Female,0,Yes,Yes,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,No
+6743-HHQPF,Male,0,Yes,No,42,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,No
+8455-HIRAQ,Female,0,No,No,8,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.45,369.3,No
+6616-AALSR,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),104.3,6725.3,No
+0883-EIBTI,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,31.55,Yes
+9415-ZNBSX,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89,6293.2,No
+4018-KJYUY,Male,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.15,432.5,No
+0722-TROQR,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,321.75,Yes
+7571-YXDAD,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),74.9,147.15,Yes
+3884-UEBXB,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),36.15,2434.45,No
+8780-RSYYU,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No
+5537-UXXVS,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.25,375.25,No
+1791-PQHBB,Female,0,No,Yes,2,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),61.2,125.95,No
+8701-DGLVH,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,1042.65,No
+8741-LQOBK,Female,0,Yes,Yes,46,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,No
+3393-FMZPV,Female,0,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,Yes
+8082-GHXOP,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44,659.35,No
+6402-ZFPPI,Female,1,No,No,25,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,102.8,2660.2,Yes
+0980-FEXWF,Male,0,Yes,Yes,26,Yes,No,DSL,No,No,Yes,No,No,No,One year,No,Mailed check,50.35,1285.8,No
+7486-KSRVI,Male,0,No,No,43,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100,4211.55,Yes
+3011-WQKSZ,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20,377.55,No
+8443-WVPSS,Male,0,Yes,No,10,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,990.9,Yes
+3006-XIMLN,Female,0,No,Yes,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,Yes
+8218-FFJDS,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,No
+1986-PHGZF,Male,1,No,No,18,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),58.4,964.9,No
+9965-YOKZB,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,Yes
+0504-HHAPI,Female,1,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),88.3,2467.75,Yes
+9360-OMDZZ,Male,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.1,2322.85,No
+6305-YLBMM,Male,0,No,No,69,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.05,7262,Yes
+0345-XMMUG,Female,0,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),108.9,4854.3,No
+8024-XNAFQ,Female,1,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),107.4,7748.75,No
+3647-GMGDH,Male,0,Yes,No,22,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,Yes
+2988-GBIVW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.85,6470.1,No
+2832-SCUCO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.9,57.4,No
+7036-ZZKBD,Male,0,Yes,No,31,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,No
+3791-LGQCY,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,Yes
+0265-PSUAE,Female,0,Yes,Yes,16,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,No
+0463-TXOAK,Male,0,No,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,No
+0594-UFTUL,Male,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,252,No
+9509-MPYOD,Female,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.75,700.45,No
+9128-CPXKI,Female,0,No,No,59,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,No
+0129-KPTWJ,Male,0,Yes,No,72,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,6747.35,No
+8166-ZZTFS,Female,1,Yes,No,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.55,5265.1,Yes
+5855-EIBDE,Female,0,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),106.65,5174.35,No
+5365-LLFYV,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,105.6,No
+5956-YHHRX,Male,1,No,No,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,2271.85,No
+6008-NAIXK,Male,1,No,No,54,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,No
+2956-GGUCQ,Male,1,Yes,No,24,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,78.85,1772.25,Yes
+1928-BXYIV,Male,0,No,No,1,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,61.15,61.15,No
+5760-FXFVO,Male,0,No,No,6,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,No
+6595-COKXZ,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.45,44.45,Yes
+0961-ZWLVI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,No
+5181-OABFK,Female,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Credit card (automatic),61.3,3346.8,No
+4007-NHVHI,Female,1,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,96.85,5219.65,No
+7816-VGHTO,Female,0,Yes,Yes,6,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Mailed check,40.55,217.5,No
+5871-DGTXZ,Male,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,607.7,No
+7550-WIQVA,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.25,5431.4,No
+7544-ZVIKX,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.05,6004.85,No
+0016-QLJIS,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.45,5957.9,No
+7508-DQAKK,Female,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,No
+5176-OLSKT,Female,0,Yes,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),66.9,4370.25,No
+9356-AXGMP,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.7,4428.6,No
+3556-BVQGL,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20,416.45,No
+0362-ZBZWJ,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,Yes
+8979-CAMGB,Male,1,No,No,64,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,102.1,6688.1,No
+4211-MMAZN,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,Yes
+7581-EBBOU,Female,0,No,No,60,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.15,4224.7,No
+4274-OWWYO,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes
+5073-RZGBK,Female,0,Yes,Yes,50,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),80.05,4042.2,No
+1541-ETJZO,Male,0,No,No,1,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,62.05,62.05,Yes
+2192-CKRLV,Female,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,49.2,3580.95,No
+3154-HMWUU,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.5,1198.8,No
+6119-SPUDB,Male,0,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,38.25,1755.35,No
+6522-OIQSX,Female,0,Yes,Yes,69,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),54.95,3772.5,No
+7813-ZGGAW,Male,1,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,No
+8748-HFWBO,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,357.7,No
+1052-QJIBV,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.9,1397.3,No
+1319-YLZJG,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.6,959.9,No
+4106-HADHQ,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),80,3182.95,Yes
+0723-FDLAY,Male,0,No,No,44,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,No
+3050-RLLXC,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),81.25,4620.4,No
+9298-WGMRW,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.5,8312.75,No
+2369-UAPKZ,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,Yes
+3088-LHEFH,Female,0,No,No,11,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79,929.3,No
+2778-OCLGR,Male,1,Yes,No,24,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),39.1,971.3,Yes
+6583-KQJLK,Female,1,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,No
+8544-JNBOX,Male,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,No
+6681-ZSEXG,Male,0,Yes,No,56,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,No
+6139-ZZRBQ,Male,1,No,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1198.05,No
+6116-RFVHN,Female,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.45,3414.65,No
+0637-KVDLV,Male,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Yes
+8884-FEEWR,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754,No
+3125-RAHBV,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,No
+6633-MPWBS,Male,0,No,No,5,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,49.2,216.9,Yes
+0373-AIVNJ,Male,0,No,No,9,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,No,Mailed check,39.55,373,No
+8785-EPNCG,Male,0,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Yes
+1682-VCOIO,Male,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,481.1,No
+5729-KLZAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,Yes
+2072-ZVJJX,Male,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.25,1728.2,No
+8849-AYPTR,Male,0,Yes,No,33,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,No
+9518-IMLHK,Male,0,No,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,No
+1582-RAFML,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.1,60.1,Yes
+3646-ITDGM,Female,0,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.7,1051.9,No
+8740-CRYFY,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,Yes
+3569-VLDHH,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,75.1,5013,No
+8224-KDLKN,Male,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25,1738.9,No
+7594-LZNWR,Male,1,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,No
+4001-TSBTV,Female,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.55,5511.65,No
+2962-XPMCQ,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Yes
+8727-XDPUD,Male,0,No,No,37,No,No phone service,DSL,No,No,No,No,Yes,No,Two year,No,Credit card (automatic),35.8,1316.9,No
+1043-UXOVO,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,No
+1064-FBXNK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,No
+3996-ZNWYK,Male,1,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,1388.45,No
+2878-DHMIN,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.9,666,No
+7762-ONLJY,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,94.45,No
+1678-FYZOW,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.4,244.65,Yes
+5795-BKOYE,Female,0,Yes,Yes,69,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),59.1,4134.7,No
+8627-EHGIP,Male,0,No,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,53.95,2375.4,Yes
+7402-PWYJJ,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,91.15,4862.5,No
+5480-TBGPH,Female,0,Yes,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,Yes
+0018-NYROU,Female,0,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,No
+7501-VTYLJ,Female,0,No,Yes,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,51.55,106.2,No
+7608-RGIRO,Male,0,No,Yes,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.4,1413,No
+0480-BIXDE,Female,0,Yes,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.8,1743.05,No
+5895-QSXOD,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.05,657.5,No
+9814-AOUDH,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1050.5,No
+6175-IRFIT,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,78.75,426.35,No
+8760-ZRHKE,Female,1,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,No
+1622-HSHSF,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,19.55,No
+8854-CCVSQ,Male,0,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.65,1451.9,Yes
+6749-UTDVX,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.65,7634.8,No
+5542-DHSXL,Female,0,Yes,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,No
+9102-OXKFY,Male,0,No,No,59,Yes,Yes,DSL,No,No,Yes,No,No,No,Two year,No,Credit card (automatic),54.15,3116.15,No
+0511-JTEOY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,71.1,71.1,Yes
+5216-WASFJ,Female,1,Yes,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.85,2633.4,No
+7808-DVWEP,Male,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20,49.65,No
+7067-KSAZT,Female,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.25,6979.8,Yes
+2284-VFLKH,Male,0,Yes,No,49,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.25,4920.8,No
+0366-NQSHS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,46.35,No
+6532-YLWSI,Female,0,Yes,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.8,1021.8,Yes
+3807-BPOMJ,Female,0,Yes,No,55,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,94.75,5276.1,No
+3892-NXAZG,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.05,8289.2,No
+4948-WBBKL,Female,1,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,No
+4182-BGSIQ,Female,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No
+9300-AGZNL,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,94,Yes
+0988-AADSA,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,No
+9972-NKTFD,Female,0,No,No,28,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,No
+3717-LNXKW,Male,0,Yes,No,38,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,No
+5734-EJKXG,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,118.6,7365.7,No
+2207-RYYRL,Male,0,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.55,1331.05,No
+6729-FZWSY,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.45,1195.95,No
+9695-IDRZR,Female,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.15,3946.9,No
+8144-DGHXP,Female,0,No,No,54,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Electronic check,80.6,4299.95,No
+7814-LEEVE,Female,0,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,No
+1112-CUNAO,Female,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.85,1424.95,Yes
+5175-AOBHI,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,46,193.6,Yes
+5174-RNGBH,Female,0,No,No,9,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,66.25,620.55,Yes
+8631-WUXGY,Female,0,No,Yes,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.8,4391.25,No
+7270-BDIOA,Female,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,90,1993.8,Yes
+9565-JSNFM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.45,2597.6,Yes
+5906-DVAPM,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),75,4213.9,No
+6654-QGBZZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No
+8348-JLBUG,Male,1,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),80.3,5017.7,No
+0607-DAAHE,Male,0,No,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1052.35,Yes
+5641-DMBFJ,Female,0,Yes,No,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,No
+9200-NLNPD,Male,0,Yes,No,56,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),54.05,2959.8,No
+2664-XJZNO,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.9,7559.55,No
+9732-KPKBW,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,53.95,53.95,Yes
+3339-EAQNV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),97.25,7133.1,No
+0921-OHLVP,Male,0,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,No
+3389-YGYAI,Female,1,No,No,8,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,829.55,Yes
+9560-ARGQJ,Female,0,No,Yes,16,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81,1312.15,Yes
+8350-NYMVI,Female,0,No,No,39,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,No
+1600-DILPE,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45,524.35,No
+0536-ESJEP,Male,0,Yes,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,No
+4654-GGUII,Female,0,No,No,18,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,40.2,711.95,No
+6478-HRRCZ,Male,0,Yes,No,32,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,No
+8510-BBWMU,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,806.95,No
+6857-TKDJV,Male,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.65,1620.45,No
+2360-RDGRO,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,6812.95,No
+0584-BJQGZ,Female,0,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,No
+5134-IKDAY,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,69.8,Yes
+1360-XFJMR,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),109.7,7344.45,No
+3070-DVEYC,Male,1,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,73.75,545.15,Yes
+5730-RIITO,Female,1,No,No,43,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,No
+9058-MJLZC,Female,0,No,No,24,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,No
+5707-ORNDZ,Male,1,No,No,9,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,54.55,494.05,Yes
+0902-XKXPN,Male,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,No
+5177-RVZNU,Female,0,No,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.3,755.4,No
+0056-EPFBG,Male,0,Yes,Yes,20,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.4,825.4,No
+8993-IZEUX,Male,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.15,488.65,No
+8696-JKZNU,Female,1,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Yes
+5380-AFSSK,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.9,486.85,Yes
+8190-ZTQFB,Male,0,No,No,41,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,51.35,2075.1,No
+0931-MHTEM,Female,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),100.05,5299.65,No
+2055-PDADH,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Yes
+7515-LODFU,Male,1,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,No
+0440-UEDAI,Female,0,No,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),94.45,5042.75,No
+1337-BOZWO,Male,0,Yes,Yes,18,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),46.4,812.4,No
+0868-VJRDR,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.05,6605.55,No
+8714-EUHJO,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,91.15,2995.45,Yes
+6344-SFJVH,Female,0,No,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),24.9,505.95,No
+3950-VPYJB,Male,0,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,No
+8041-TMEID,Male,1,Yes,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),108.5,6991.9,No
+7321-ZNSLA,Male,0,Yes,Yes,13,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,40.55,590.35,No
+6941-KXRRV,Female,1,Yes,No,48,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,No
+3721-CNEYS,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.95,137.95,Yes
+8727-JQFHV,Male,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1123.15,No
+9475-NNDGC,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,No
+1355-KUSBG,Female,0,Yes,Yes,7,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,48.8,349.8,No
+3688-FTHLT,Female,0,No,No,16,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,No
+0899-LIIBW,Male,0,Yes,No,34,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.85,3527.3,No
+2568-OIADY,Female,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762,Yes
+1384-RCUXW,Male,0,No,No,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,80.55,1248.9,No
+5825-XJOCM,Male,0,No,Yes,48,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),64.4,3035.35,No
+6848-YLDFR,Male,0,Yes,Yes,58,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),75.2,4300.8,No
+8125-QPFJD,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.9,6065.3,No
+2320-YKQBO,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.3,144.95,No
+1193-RTSLK,Female,0,No,No,38,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Yes
+2302-ANTDP,Female,1,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,Yes
+5923-GXUOC,Male,0,No,No,10,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,1081.45,Yes
+4973-RLZVI,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),74.65,2308.6,No
+7869-ZYDST,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,No
+4501-UYKBC,Female,1,No,No,46,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),69.1,3255.35,No
+1215-EXRMO,Male,0,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.55,1067.65,No
+2305-MRGLV,Male,0,Yes,No,28,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,No
+8404-VIOMB,Female,0,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),62.5,4136.4,No
+5233-GEEAX,Male,1,No,No,8,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Yes
+2359-KLTEK,Female,0,Yes,Yes,41,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.9,3848,No
+5304-EFJLP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.65,8022.85,No
+2673-ZALNP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,No
+9184-GALIL,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,781.25,No
+4393-RYCRE,Male,0,No,No,44,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,No
+9746-MDMBK,Male,0,Yes,Yes,47,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.45,5317.8,No
+3162-ZJZFU,Male,0,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,92.55,4779.45,No
+8404-GFGCZ,Male,0,Yes,No,4,Yes,Yes,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,65.6,250.1,No
+8875-AKBYH,Male,1,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,No
+4432-ADRLB,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,Yes
+0533-UCAAU,Male,1,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),71.1,4140.1,No
+1394-SUIUH,Female,1,Yes,No,44,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,No
+3521-MNKLV,Male,0,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.7,1167.8,No
+2533-TIBIX,Male,0,Yes,Yes,15,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,No
+8993-PHFWD,Female,0,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,58.9,Yes
+1565-RHDJD,Female,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Yes
+7137-RYLPP,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.7,3171.15,Yes
+3765-JXVKY,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes
+5092-STPKP,Female,0,No,No,24,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),56.35,1381.2,No
+7330-WZLNC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.8,455.5,Yes
+0114-PEGZZ,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,107.55,3645.5,No
+3359-DSRKA,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,1158.85,No
+8639-NHQEI,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),95.9,6954.15,No
+7161-DFHUF,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,No
+3957-LXOLK,Female,1,No,No,28,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,3152.5,Yes
+3720-DBRWL,Male,0,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.85,4307.1,No
+6635-MYYYZ,Female,0,No,No,30,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),85.35,2530.4,Yes
+8565-WUXZU,Male,1,Yes,No,72,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),84.8,6141.65,No
+5281-BUZGT,Male,1,No,No,36,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.85,3186.7,Yes
+4994-OBRSZ,Male,0,No,Yes,14,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.1,1054.8,No
+0562-FGDCR,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Mailed check,74.55,5430.65,No
+2436-QBZFP,Female,0,Yes,Yes,22,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,39.2,849.9,No
+3420-YJLQT,Female,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.55,151.75,No
+6040-CGACY,Female,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,299.4,No
+6582-PLFUU,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1086.75,No
+8242-PDSGJ,Male,0,Yes,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),39.15,2692.75,No
+0264-CNITK,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.1,1389.6,No
+0089-IIQKO,Female,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,No
+7839-NUIAA,Female,0,Yes,Yes,61,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,59.8,3641.5,No
+6075-QMNRR,Female,0,No,No,52,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,No
+5378-IKEEG,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.75,35.75,Yes
+5966-EMAZU,Male,0,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,No
+0440-EKDCF,Male,0,Yes,No,62,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),60.15,3753.2,No
+4774-HHGGS,Male,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,637.55,No
+2718-GAXQD,Female,1,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46,181.6,Yes
+2055-BFOCC,Male,1,Yes,No,63,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),84,5329.55,No
+8180-AKMJV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.55,44.55,No
+4298-OYIFC,Male,0,Yes,No,15,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,1539.8,No
+5566-SOEZD,Male,0,Yes,Yes,27,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),80.65,2209.75,No
+9842-EFSYY,Female,0,No,Yes,4,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Mailed check,57.2,223.75,No
+2272-WUSPA,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.75,7751.7,No
+4584-LBNMK,Male,1,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,No
+3898-GUYTS,Female,1,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,No
+0930-EHUZA,Female,0,No,No,36,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Mailed check,76.35,2606.35,No
+6413-XKKPU,Male,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,1539.45,Yes
+9975-SKRNR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.9,18.9,No
+3703-KBKZP,Male,1,No,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,No
+1449-XQEMT,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,58.15,Yes
+2626-URJFX,Male,0,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Yes
+4973-MGTON,Female,0,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,5969.3,No
+3682-YEUWS,Male,0,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.4,253.9,No
+1223-UNPKS,Male,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,400,No
+2612-RRIDN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,81,340.85,Yes
+4735-ASGMA,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,Yes
+3446-QDSZF,Female,0,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),55.5,227.35,No
+3669-LVWZB,Male,0,No,No,5,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,51,305.95,Yes
+6892-EZDTG,Female,0,Yes,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,365.4,Yes
+5117-IFGPS,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.3,2357.75,No
+7379-FNIUJ,Male,0,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,No
+1627-AFWVJ,Female,0,No,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.4,554.25,No
+9725-SCPZG,Male,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.85,90.85,Yes
+5884-GCYMI,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.4,69.4,Yes
+3217-FZDMN,Female,1,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94.45,742.95,Yes
+4486-EFAEB,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.4,251.65,No
+0060-FUALY,Female,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.75,5597.65,No
+7853-GVUDZ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Yes
+7480-QNVZJ,Male,1,No,No,50,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.7,4816.7,Yes
+6954-OOYZZ,Male,0,Yes,No,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,No
+7088-FBAWU,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Mailed check,74.55,1215.8,No
+8313-AFGBW,Male,0,Yes,No,47,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,73.6,3522.65,No
+3943-KDREE,Female,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Yes
+9239-ZBZZV,Female,0,No,No,6,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,47.95,305.1,Yes
+3097-IDVPU,Male,0,Yes,Yes,19,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),50.1,910.45,No
+4398-HSCJH,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,63.6,155.65,Yes
+2197-OMWGI,Female,1,Yes,Yes,68,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,53,3656.25,No
+2303-PJYHN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52,No
+9795-VOWON,Male,0,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,No
+1237-WIYYZ,Female,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,No
+1987-AUELQ,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,1873.7,No
+7852-LECYP,Male,1,Yes,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261,No
+4430-UZIPO,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,36.85,108.7,Yes
+4822-LPTYJ,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),103.75,7346.2,No
+8165-CBKXO,Male,0,Yes,Yes,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,No
+6527-PZFPV,Male,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,No
+4855-SNKMY,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.1,44.1,Yes
+9593-CVZKR,Female,0,Yes,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.45,1385.85,No
+8595-SIZNC,Female,1,Yes,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.6,548.8,No
+8008-HAWED,Male,0,No,No,14,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,Yes
+7124-UGSUR,Female,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405,Yes
+1862-SKORY,Female,1,Yes,No,40,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,1637.4,Yes
+5236-XMZJY,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,No
+4827-DPADN,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,No
+2694-CIUMO,Female,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.55,958.25,No
+5846-ABOBJ,Male,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1730.65,No
+1439-LCGVL,Female,0,Yes,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,No
+0909-SDHNU,Female,0,No,Yes,7,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.8,201.95,No
+4647-XXZAM,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,No
+1502-XFCVR,Female,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.45,6145.85,Yes
+7740-KKCXF,Male,0,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,No
+5360-XGYAZ,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,No
+9692-TUSXH,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.05,1740.7,Yes
+7912-SYRQT,Female,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Yes
+3557-HTYWR,Female,0,No,No,47,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,74.05,3496.3,No
+4816-JBHOV,Male,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.7,93.7,Yes
+8920-NAVAY,Male,1,No,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,No
+1699-TLDLZ,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,301.55,No
+5600-PDUJF,Male,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,No
+8292-TYSPY,Male,0,No,No,19,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55,1046.5,Yes
+0567-XRHCU,Female,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.95,2960.1,No
+1867-BDVFH,Male,0,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,834.2,Yes
+2067-QYTCF,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,111.15,6953.4,No
+2359-QWQUL,Female,0,Yes,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.7,4134.85,Yes
+9103-TCIHJ,Female,0,No,No,15,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,55.7,899.8,Yes
+7407-SUJIZ,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,No
+9150-KPBJQ,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,116.85,No
+0052-DCKON,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),115.8,7942.15,No
+3654-ARMGP,Female,0,No,No,61,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.65,5321.25,No
+9699-UBQFS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.5,4156.8,No
+9367-TCUYN,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,No
+1261-FWTTE,Male,1,No,No,23,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,No
+3528-HFRIQ,Male,1,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,No
+0708-SJDIS,Female,0,No,No,34,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Mailed check,65,2157.5,No
+4140-WJAWW,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Yes
+2073-QBVBI,Female,0,Yes,No,41,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Mailed check,35.45,1391.65,No
+6928-ONTRW,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1379.8,No
+3320-VEOYC,Male,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,1273.3,No
+5231-FIQPA,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,810.45,No
+6617-WLBQC,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Credit card (automatic),81.85,1810.85,No
+2599-CIPQE,Male,0,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.3,7782.85,No
+6653-CBBOM,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes
+8774-GSBUN,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.4,1797.1,No
+7326-RIGQZ,Male,0,Yes,Yes,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,377.85,No
+1401-FTHFQ,Male,0,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20,445.3,No
+3247-ZVOUO,Male,1,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.55,851.75,Yes
+0254-FNMCI,Female,0,No,No,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.9,7624.2,No
+1848-LBZHY,Female,0,Yes,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,No
+6101-IMRMM,Male,0,No,Yes,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,94.5,575.45,Yes
+8118-TJAFG,Male,0,Yes,Yes,9,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,No
+5429-LWCMV,Female,0,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,No
+7298-IZWLY,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,19.4,No
+9758-MFWGD,Female,1,Yes,Yes,48,No,No phone service,DSL,No,Yes,No,No,No,No,One year,No,Bank transfer (automatic),29.9,1388.75,No
+3955-JBZZM,Male,0,No,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.8,1641.3,No
+1268-ASBGA,Female,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Yes
+8943-URTMR,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,Yes
+4815-TUMEQ,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.3,185.2,No
+4713-LZDRV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,Yes
+9909-IDLEK,Male,0,Yes,Yes,20,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,96.8,1826.7,No
+4092-OFQZS,Male,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.65,417.5,No
+1561-BWHIN,Male,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,344.5,No
+4325-NFSKC,Male,1,No,No,19,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,1660,Yes
+9927-DSWDF,Male,0,Yes,No,22,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.6,2180.55,No
+9500-LTVBP,Female,0,No,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,No
+7252-NTGSS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.15,45.15,No
+8149-AIQCG,Male,0,No,No,39,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,No
+1360-JYXKQ,Female,1,Yes,No,54,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,No
+2955-PSXOE,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes
+7762-URZQH,Male,0,Yes,No,66,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.05,6981.35,Yes
+0899-WZRSD,Male,0,No,No,56,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,No
+3255-GRXMG,Male,0,No,Yes,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,No
+4828-FAZPK,Female,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,No
+6094-ZIVKX,Female,0,No,No,68,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),54.45,3674.95,No
+6925-BAYGL,Female,1,Yes,No,53,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.1,1275.6,No
+3262-EIDHV,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.7,5893.9,No
+7354-OIJLX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,724.65,No
+1376-HHBDV,Female,0,No,No,30,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,1536.75,No
+6907-NZZIJ,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,3615.6,Yes
+6133-OZILE,Female,0,No,No,18,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,35.2,607.3,No
+4135-FRWKJ,Female,1,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Electronic check,76.25,4154.55,No
+2911-UREFD,Female,0,Yes,No,39,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,55.9,2184.35,Yes
+3744-ZRRDZ,Male,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.35,1852.85,Yes
+5673-TIYIB,Male,0,No,No,2,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),40.4,77.15,Yes
+6551-ZCOTS,Male,1,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.9,847.8,No
+7191-ADRGF,Male,0,Yes,No,44,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),54.3,2390.45,No
+5018-LXQQG,Female,0,Yes,Yes,30,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,No
+6892-BOGQE,Female,0,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.9,1493.2,No
+1602-IJQQE,Female,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.35,338.1,Yes
+4628-WQCQQ,Male,0,No,Yes,35,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,85.15,3030.6,Yes
+1746-TGTWV,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),75.35,75.35,No
+5995-SNNEW,Male,1,Yes,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,2184.85,No
+8050-WYBND,Female,0,No,Yes,22,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),49.45,1031.4,No
+2821-WARNZ,Female,0,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,No
+4879-GZLFH,Female,0,Yes,Yes,42,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.15,3875.4,No
+1644-IRKSF,Female,0,Yes,Yes,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,Yes
+8314-HTWVE,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.85,144.15,No
+9402-ROUMJ,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),100.25,6689,No
+2507-QZPQS,Male,0,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,95.7,1451.1,No
+7159-NOKYQ,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,93.15,6368.2,No
+5707-ZMDJP,Male,0,Yes,Yes,53,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,69.7,3729.6,No
+8779-YIQQA,Male,0,Yes,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,350.1,No
+7136-IHZJA,Female,0,Yes,Yes,40,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,71.35,2847.2,No
+8966-OIQHG,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.75,452.35,No
+7074-STDCN,Male,0,No,No,39,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,No
+3705-PSNGL,Male,0,No,No,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,930.45,Yes
+8739-QOTTN,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,41.85,No
+1399-OUPJN,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.75,1272.05,No
+0277-BKSQP,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.4,475.1,No
+6502-HCJTI,Male,1,Yes,No,7,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Yes
+2606-RMDHZ,Male,0,No,No,6,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.5,208.7,Yes
+5774-XZTQC,Female,0,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,150.75,No
+2676-SSLTO,Male,0,No,No,49,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199,No
+6266-QHOJZ,Female,0,No,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,89.85,5844.65,No
+7269-JISCY,Female,0,No,No,55,Yes,No,DSL,No,No,No,No,No,No,One year,No,Bank transfer (automatic),45.05,2462.6,No
+0363-SVHYR,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,No
+8547-NSBBO,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,No
+8258-GSTJK,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77,237.75,Yes
+6861-OKBCE,Female,0,No,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.1,221.35,Yes
+9940-RHLFB,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,Yes
+6591-QGOYB,Male,0,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,No
+9070-BCKQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.15,7881.2,No
+6421-SZVEM,Female,0,Yes,Yes,28,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Bank transfer (automatic),82.85,2320.8,No
+1328-EUZHC,Female,0,Yes,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,370.5,No
+2995-UPRYS,Female,1,Yes,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),99.2,4062.2,Yes
+8878-RYUKI,Female,0,No,No,52,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,59.45,3043.7,No
+9633-DENPU,Female,0,Yes,No,47,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,No
+7811-JIVPF,Female,0,No,No,23,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),49.7,1081.25,No
+7113-HIPFI,Male,0,Yes,Yes,66,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.85,4097.05,No
+8541-QVFKM,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,No
+6686-YPGHK,Male,1,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,85.5,4042.3,Yes
+1383-EZRWL,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,164.85,Yes
+9258-CNWAC,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,No
+5371-VYLSX,Female,1,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,83.4,4113.7,No
+6374-AFWOX,Male,0,Yes,No,46,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,65.65,3047.15,No
+4759-TRPLW,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,Yes
+5317-FLPJF,Female,0,No,No,66,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,No
+7621-VPNET,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,No
+6034-YMTOB,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,75.65,399.45,No
+8563-IIOXK,Male,0,Yes,Yes,7,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Electronic check,49.75,331.3,Yes
+4903-CNOZC,Male,0,No,No,29,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),70.9,1964.6,No
+4353-HYOJD,Female,0,Yes,Yes,27,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.85,1336.15,No
+8020-BWHYL,Female,1,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Yes
+7267-FRMJW,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,No
+2982-VPSGI,Female,0,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,1078.9,Yes
+4188-FRABG,Male,0,Yes,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,No
+8199-ZLLSA,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),118.35,7804.15,Yes
+4128-ETESU,Female,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,99.7,4747.2,No
+0620-DLSLK,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,81.9,1028.9,No
+4625-EWPTF,Male,0,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Yes
+5980-NOPLP,Female,0,Yes,No,44,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.1,4364.1,Yes
+3850-OKINF,Male,0,Yes,Yes,71,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Electronic check,66.2,4692.55,No
+6892-XPFPU,Male,1,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.25,2433.9,Yes
+8010-EZLOU,Male,1,No,No,15,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.2,1217.25,Yes
+1156-ZFYDO,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No
+3295-YVUSR,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,72.6,154.3,No
+8016-NCFVO,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,116.5,6382.55,No
+4119-ZYPZY,Male,1,No,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,106.8,7623.2,No
+5549-ZGHFB,Male,0,Yes,Yes,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.95,1261.45,No
+7577-SWIFR,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.25,89.25,No
+0303-WMMRN,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,No
+6408-OTUBZ,Female,0,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),104.55,6779.05,No
+5204-HMGYF,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,87.2,4345,No
+1078-TDCRN,Female,1,Yes,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.75,82.85,No
+3727-OVPRY,Male,0,Yes,Yes,66,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.7,1714.55,No
+3797-FKOGQ,Male,0,No,Yes,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,86.2,893.2,No
+7622-NXQZR,Male,0,No,No,28,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),30.1,810.85,No
+6196-HBOBZ,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.35,6347.55,No
+3970-XGJDU,Female,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.2,1123.65,No
+7017-VFULY,Female,0,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No
+5562-YJQGT,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,No
+8807-OPMBM,Female,0,Yes,Yes,55,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.65,1388,No
+5439-WIKXB,Male,1,Yes,No,41,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.55,3851.45,No
+9874-QLCLH,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,1743.5,Yes
+8294-UIMBA,Female,0,No,No,30,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),94.4,2638.1,No
+8109-YUOHE,Male,0,No,No,17,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,56.1,946.95,No
+5840-NVDCG,Female,0,Yes,Yes,16,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),68.25,1114.85,No
+8092-NLTGF,Male,0,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,No
+5928-QLDHB,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,684.85,No
+9840-EFJQB,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.35,74.35,No
+0696-UKTOX,Male,0,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,No
+4801-KFYKL,Male,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.45,159.2,No
+3472-OAOOR,Male,0,Yes,Yes,19,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,No
+6135-OZQVA,Female,0,No,No,7,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,53.65,404.35,No
+8062-YBDOE,Male,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
+2252-JHJGE,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,104,6363.45,No
+4188-PCPIG,Female,0,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.35,4124.65,No
+6000-APYLU,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,713.1,Yes
+7105-BENQF,Male,0,No,Yes,15,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,No
+7721-DVEKZ,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No
+3566-VVORZ,Female,0,Yes,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.9,505.95,No
+9507-HSMMZ,Male,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,1149.65,No
+2480-SQIOB,Male,0,Yes,Yes,4,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.8,169.65,No
+0947-IDHRQ,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.3,526.7,Yes
+7813-TKCVO,Female,0,Yes,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,393.15,No
+0128-MKWSG,Female,0,No,Yes,26,No,No phone service,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,45.8,1147,No
+3672-YITQD,Male,1,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.1,3021.6,Yes
+4350-ZTLPI,Female,0,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.95,5718.2,No
+9048-JVYVF,Male,0,No,No,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,191.35,Yes
+0361-HJRDX,Female,0,No,No,68,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),64.35,4539.6,No
+5727-MYATE,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6397.6,No
+3823-KYNQY,Male,0,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,No
+8988-ECPJR,Female,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,79.6,2718.3,Yes
+7570-WELNY,Female,0,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.7,5711.05,No
+3021-VLNRJ,Female,0,No,Yes,50,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),70.8,3478.15,No
+3776-EKTKM,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,36.45,36.45,Yes
+2080-CAZNM,Female,1,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,No
+1028-FFNJK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,2917.65,No
+6907-FLBER,Male,0,No,No,1,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,No
+3001-UNBTL,Male,1,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.95,2964.8,No
+5982-PSMKW,Female,0,Yes,Yes,23,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.1,2198.3,No
+3507-GASNP,Male,0,No,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1189.9,No
+7096-ZNBZI,Female,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.45,1914.5,No
+1902-XBTFB,Male,0,No,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.4,2001.5,Yes
+1676-MQAOA,Male,0,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,No
+0786-IVLAW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),108.1,7238.6,No
+7566-DSRLQ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.15,7998.8,No
+0643-OKLRP,Female,1,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,3825.85,Yes
+7245-JMTTQ,Female,0,No,No,51,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.5,5703.25,No
+6050-IJRHS,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397,No
+6202-JVYEU,Male,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,No
+8591-TKMZH,Male,0,Yes,Yes,59,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,111.1,6555.2,No
+0734-OXWBT,Male,0,No,Yes,3,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,70.7,225.65,No
+4282-ACRXS,Male,1,Yes,No,38,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,No
+0365-TRTPY,Female,0,No,No,37,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,No
+7349-ALMUX,Male,0,No,No,37,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),65.6,2313.8,No
+9381-NDKME,Female,1,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),40.65,933.3,Yes
+6502-KUGLL,Female,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),59.45,780.85,No
+1841-YSJGV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.95,7852.4,No
+2794-XIMMO,Male,0,Yes,No,53,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,60.45,3184.25,Yes
+8382-SHQEH,Female,0,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,Yes
+3511-BFTJW,Male,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763,No
+7668-XCFYV,Female,1,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,No
+2983-ZANRP,Female,0,Yes,Yes,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Yes
+7845-URHJN,Female,0,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Yes
+3034-ZBEQN,Female,0,Yes,No,48,No,No phone service,DSL,No,Yes,Yes,No,No,No,One year,No,Mailed check,34.7,1604.5,Yes
+5018-HEKFO,Female,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,No
+2923-ARZLG,Male,0,Yes,Yes,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7, ,No
+3976-NLDEZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,No
+2282-YGNOR,Female,0,No,No,29,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),58,1734.5,No
+5336-UFNZP,Female,1,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,107.45,7047.5,No
+6854-EXGSF,Female,0,No,No,8,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,No
+1241-EZFMJ,Male,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,1538.6,No
+9233-PSYHO,Female,1,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,No
+5376-PCKNB,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459,No
+8044-BGWPI,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,No
+4060-LDNLU,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,96.2,639.7,No
+3589-PPVKW,Male,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.4,348.15,No
+8327-LZKAS,Female,1,Yes,No,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,107.55,4533.9,Yes
+5887-IKKYO,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),94.35,5563.65,No
+1075-BGWOH,Male,1,Yes,No,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.75,1587.55,Yes
+1755-RMCXH,Male,0,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,No
+0302-JOIVN,Female,0,Yes,No,8,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,842.9,Yes
+3858-XHYJO,Female,0,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),105.75,4228.55,No
+4299-SIMNS,Male,0,No,No,9,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,81.15,784.45,No
+7025-IWFHT,Male,0,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,89.55,3729.75,No
+6261-LHRTG,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,No
+7841-FCRQD,Female,0,Yes,No,33,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),53.75,1857.3,No
+2056-EVGZL,Male,0,Yes,Yes,68,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),105.75,7322.5,No
+8777-MBMTS,Female,1,Yes,No,65,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,No
+7753-USQYQ,Male,0,No,No,55,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Electronic check,64.2,3627.3,No
+5366-IJEQJ,Male,0,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,88.7,1761.45,Yes
+7661-CPURM,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),87.7,1725.95,No
+6233-HXJMX,Female,0,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,No
+5902-WBLSE,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.15,1411.2,No
+1981-INRFU,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.75,164.5,Yes
+4971-PUYQO,Female,0,No,No,27,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,94.55,2724.6,Yes
+3239-TPHPZ,Female,0,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,20.05,264.55,No
+5115-GZDEL,Male,0,No,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),67.2,4671.7,No
+3338-CVVEH,Male,0,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.55,1173.55,No
+8485-GJCDN,Female,1,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,318.5,Yes
+2615-YVMYX,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,107.5,7713.55,No
+2851-STERV,Male,1,No,No,35,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,73,2471.25,No
+4393-GEADV,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.75,7842.3,No
+8486-AYEQH,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,No
+1527-SXDPN,Male,0,Yes,Yes,52,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Yes
+6029-WTIPC,Male,1,No,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.1,3744.05,Yes
+8634-CILSZ,Male,0,No,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.7,7220.35,Yes
+5419-JKZNQ,Male,1,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,No
+2495-KZNFB,Female,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,2989.6,No
+1409-PHXTF,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.45,6077.75,No
+4560-WQAQW,Female,0,No,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,No
+9591-YVTEB,Male,1,No,No,55,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,44.85,2479.05,No
+9309-BZGNT,Male,1,Yes,No,69,No,No phone service,DSL,No,No,Yes,No,No,No,One year,Yes,Credit card (automatic),29.8,2134.3,No
+4274-DRSQT,Female,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.9,6000.1,No
+2027-DNKIV,Male,0,Yes,Yes,37,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,58.75,2203.1,No
+8075-GXIUB,Male,1,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,No
+2885-HIJDH,Male,0,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,No
+5424-RLQLC,Male,0,No,No,10,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,59.65,638.95,No
+6682-QJDGB,Male,0,No,Yes,40,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.25,2139.2,Yes
+6507-DTJZV,Male,0,No,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,No
+8780-IXSTS,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,521.3,Yes
+7673-BQGKU,Female,0,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,1337.5,No
+6723-WSNTY,Female,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),108.1,7181.95,No
+9530-EHPOH,Male,0,No,No,11,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608,Yes
+2725-IWWBA,Male,0,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,No
+0345-HKJVM,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.3,577.6,Yes
+1061-PNTHC,Female,0,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953,No
+0394-YONDK,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1790.15,No
+6574-MCOEH,Female,0,Yes,Yes,33,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,79.15,2531.4,No
+7399-QHBJS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),66.75,4760.3,No
+3049-SOLAY,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.2,292.85,Yes
+0997-YTLNY,Female,0,No,Yes,19,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,48.8,953.65,No
+3317-HRTNN,Female,1,No,No,5,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198,Yes
+9479-HYNYL,Female,0,Yes,No,71,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),80.7,5705.05,No
+3235-ETOOB,Male,0,Yes,No,8,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,609.9,Yes
+9708-KFDBY,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,20.55,No
+8058-INTPH,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.65,79.65,Yes
+3642-GKTCT,Female,0,No,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,115.1,6993.65,No
+0774-RMNUW,Female,0,Yes,Yes,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),59.7,4122.65,No
+1334-PDUKM,Female,0,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,No
+0756-MPZRL,Male,0,No,No,46,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),33.7,1537.85,No
+2242-MFOTG,Male,0,No,No,33,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,One year,No,Bank transfer (automatic),80.1,2603.3,No
+2927-CVULT,Female,0,Yes,Yes,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,No
+2144-BFDSO,Female,1,Yes,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,No
+8745-PVESG,Female,0,No,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,No
+7647-GYYKX,Female,0,Yes,Yes,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.35,1092.35,No
+5647-FXOTP,Female,1,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,6401.25,No
+5569-OUICF,Female,1,Yes,No,28,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,Yes
+8821-XNHVZ,Female,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.05,80.05,Yes
+2082-OJVTK,Male,0,Yes,Yes,29,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.2,2698.35,Yes
+9700-ISPUP,Female,0,Yes,Yes,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,65.5,616.9,No
+9839-ETQOE,Male,0,No,Yes,43,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,No
+6078-VESFR,Male,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.45,849.1,No
+9027-TMATR,Female,0,Yes,No,43,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,78.8,3460.3,No
+5940-NFXKV,Male,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.65,1465.75,Yes
+1941-HOSAM,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,No
+9110-HSGTV,Female,0,No,No,69,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,No
+0704-VCUMB,Female,0,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1278.8,No
+6171-ZTVYB,Male,0,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,No
+8053-WWDRO,Female,0,Yes,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,146.3,Yes
+9564-KCLHR,Male,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.25,51.25,Yes
+1935-IMVBB,Male,0,Yes,No,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,89.7,4952.95,No
+2535-PBCGC,Female,0,Yes,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,No
+2082-CEFLT,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.6,45.6,Yes
+1470-PSXNM,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,No
+1213-NGCUN,Female,0,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,Yes
+2498-XLDZR,Female,0,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,73.6,2316.85,No
+9866-OCCKE,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,No
+5338-YHWYT,Male,0,No,Yes,37,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,No
+7718-UPSKJ,Female,0,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,No
+8731-WBBMB,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,No
+1448-CYWKC,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.2,6225.4,No
+7901-IIDQV,Male,0,No,No,24,Yes,Yes,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.6,1242.25,No
+2690-DVRVK,Male,0,Yes,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,99.45,No
+5688-KZTSN,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20,288.05,Yes
+1270-XKUCC,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,No
+0334-ZFJSR,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,No
+2894-QOJRX,Female,0,Yes,No,25,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),34,853,Yes
+5747-PMBSQ,Male,1,Yes,No,10,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,92.5,934.1,Yes
+5583-EJXRD,Male,0,Yes,Yes,44,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),54.05,2375.2,No
+4565-EVZMJ,Female,0,No,No,47,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,58.9,2813.05,No
+3143-JQEGI,Female,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,88.35,1222.8,Yes
+6386-SZZKH,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Yes
+3327-YBAKM,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,96.9,6314.35,No
+9441-QHEVC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No
+6705-LNMDD,Male,0,No,No,20,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50,1003.05,No
+2580-ASVVY,Female,0,Yes,No,37,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,45.4,1593.1,No
+3370-GQEAL,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,85.45,2509.95,No
+5032-USPKF,Female,0,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,No
+2982-IHMFT,Female,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Yes
+3521-SYVOR,Female,0,No,No,37,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,64.75,2345.2,Yes
+4254-QPEDE,Female,0,Yes,No,52,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),66.25,3330.1,No
+6283-GITPX,Male,0,No,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),76.9,5522.7,No
+9526-JAWYF,Male,0,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,89.8,2335.3,Yes
+0771-CHWSK,Male,0,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,No
+9788-HNGUT,Male,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.95,8594.4,No
+9495-REDIY,Male,0,No,Yes,25,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,No
+5375-XLDOF,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.35,7665.8,No
+1172-VIYBP,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,No
+5649-VUKMC,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,Yes
+6559-PDZLR,Male,0,No,No,26,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.65,2537,No
+8992-OBVDG,Male,0,No,No,21,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,61.65,1393.6,No
+4273-MBHYA,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.35,89.35,No
+4724-WXVWF,Male,0,No,No,48,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,95.4,4445.3,No
+5701-GUXDC,Female,0,Yes,No,26,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),35.4,978.6,No
+1460-UZPRJ,Male,0,Yes,No,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.95,1258.15,No
+6082-GLJIX,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,331.35,No
+5143-EGQFK,Female,1,No,No,10,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.65,291.4,Yes
+4919-IKATY,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.5,453.75,Yes
+2495-TTHBQ,Female,0,No,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.4,84.75,No
+0485-ZBSLN,Male,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,No
+3810-PJUHR,Male,0,Yes,Yes,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.35,1715.15,No
+9050-QLROH,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Yes
+0847-HGRML,Male,0,No,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20,1250.1,No
+8232-CTLKO,Female,0,Yes,Yes,66,Yes,No,DSL,Yes,No,No,No,Yes,No,Two year,Yes,Electronic check,59.75,3996.8,No
+9227-YBAXE,Female,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),82.5,5215.1,No
+6168-WFVVF,Female,1,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,235.5,Yes
+9860-LISIZ,Female,0,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,673.2,No
+0112-QAWRZ,Male,0,Yes,Yes,16,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,No
+0877-SDMBN,Female,0,No,No,54,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.95,5639.05,Yes
+2786-GCDPI,Female,1,No,No,50,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.95,5222.35,No
+4043-MKDTV,Male,0,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.25,7291.75,No
+8065-YKXKD,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.75,799.65,Yes
+9637-EIHEQ,Female,0,No,No,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,50.8,50.8,Yes
+9229-RQABD,Male,0,No,No,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,23.75,424.5,No
+8313-KTIHG,Male,0,No,No,4,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,No
+5320-BRKGK,Female,0,Yes,Yes,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,75.8,4415.75,No
+6284-KMNUF,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98,5270.6,No
+9689-PTNPG,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,Yes
+9465-RWMXL,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.9,2447.95,Yes
+6229-UOLQL,Male,0,Yes,Yes,56,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Mailed check,52,2884.9,No
+2362-IBOOY,Male,0,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.75,3050.15,Yes
+3137-LUPIX,Female,0,No,No,4,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,64.4,253,No
+0843-WTBXE,Male,0,No,No,53,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,Yes
+6143-JQKEA,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.8,436.2,No
+8676-OOQEJ,Male,0,No,No,4,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.5,118.4,No
+5515-IDEJJ,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes
+9701-CDXHR,Female,0,Yes,No,51,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,69.15,3649.6,No
+7450-NWRTR,Male,1,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.45,1200.15,Yes
+8124-NZVGJ,Female,0,No,No,6,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,49.25,255.6,No
+2162-FRZAA,Male,0,Yes,Yes,63,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),39.35,2395.05,No
+5376-DEQCP,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.6,70.6,Yes
+5118-MUEYH,Female,0,Yes,No,48,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,No
+9095-HFAFX,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),81,389.6,Yes
+5627-TVBPP,Female,0,No,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.1,644.5,No
+2379-ENZGV,Male,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,523.5,Yes
+3936-QQFLL,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,39.3,No
+2589-AYCRP,Female,0,No,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.75,989.05,No
+4067-HLYQI,Female,0,No,No,33,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,No
+5124-EOGYE,Male,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,638.55,No
+5057-RKGLH,Female,0,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,191.1,No
+0292-WEGCH,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,86.2,4524.05,No
+8910-ICHIU,Female,0,No,No,46,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),95.65,4664.2,No
+4097-YODCF,Male,0,No,Yes,34,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,103.8,3470.8,No
+9715-WZCLW,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Electronic check,97.2,6910.3,No
+9786-YWNHU,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,No
+6407-GSJNL,Female,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.95,1288,No
+6005-OBZPH,Female,1,No,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,Yes
+4049-ZPALD,Female,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),99,6375.8,No
+7932-WPTDS,Female,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.8,24.8,Yes
+3733-UOCWF,Male,1,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),85.55,5251.75,No
+6833-JMZYP,Female,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),94,1505.45,No
+2722-VOJQL,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.65,6903.1,Yes
+1310-QRITU,Female,0,No,No,18,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.3,913.3,No
+8961-QDZZJ,Female,0,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,95,5535.8,No
+9715-SBVSU,Male,0,Yes,Yes,14,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Bank transfer (automatic),61.4,815.55,No
+8490-BXHEO,Male,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,No
+7173-TETGO,Female,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,No
+7929-SKFGK,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),114.3,8244.3,No
+2300-RQGOI,Female,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,741.5,No
+3563-SVYLG,Male,0,Yes,Yes,68,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),62.65,4375.8,No
+5228-EXCET,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.85,1008.7,Yes
+6435-VWCCY,Male,1,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),92.7,5968.4,No
+4998-IKFSE,Female,0,No,No,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.45,3096.9,No
+8630-QSGXK,Male,0,Yes,No,51,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,No
+2455-USLMV,Female,0,No,No,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,No
+7394-FKDNK,Female,0,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,89.45,853.1,Yes
+9488-FVZCC,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),79.5,5661.7,No
+6331-LWDTQ,Male,0,No,No,10,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),72.15,794.25,Yes
+5995-WWKKG,Female,0,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,No
+1597-FZREH,Female,0,No,No,2,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,Yes
+7879-CGSFV,Male,0,No,No,55,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,No
+9921-EZKBY,Male,0,No,Yes,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,No
+7432-FFVAR,Female,0,Yes,Yes,46,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,No
+7246-ZGQDF,Female,0,No,Yes,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,No
+7000-WCEVQ,Female,1,No,No,20,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,61.6,1174.35,Yes
+0727-IWKVK,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.9,741.7,Yes
+5959-BELXA,Male,1,No,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,Yes
+4456-RHSNB,Female,0,Yes,Yes,19,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,No
+3512-IZIKN,Female,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),65.3,4759.75,Yes
+2481-SBOYW,Female,0,No,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25,1498.35,No
+7109-MFBYV,Male,0,No,No,26,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.45,1233.15,No
+1833-TCXKK,Male,0,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,No
+1832-PEUTS,Male,0,Yes,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,No
+6141-OOXUQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes
+8660-BUETV,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,148.05,No
+0580-PIQHM,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,No
+5696-CEIQJ,Male,0,Yes,Yes,67,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),103.15,6895.5,No
+7503-ZGUZJ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,84.65,84.65,Yes
+1696-HXOWK,Female,0,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,95.65,6856.95,No
+3026-ATZYV,Female,0,Yes,Yes,37,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,No
+4012-YCFAI,Male,0,Yes,No,60,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.35,3766.2,No
+2506-TNFCO,Female,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes
+9970-QBCDA,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.7,129.55,No
+8718-PTMEZ,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.05,347.25,Yes
+9496-IVVRP,Female,0,Yes,Yes,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51,581.7,No
+2207-OBZNX,Male,0,No,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51,354.05,Yes
+2657-VPXTA,Female,0,Yes,Yes,10,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.85,929.45,No
+6551-VLJMV,Male,0,Yes,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,679,No
+1221-GHZEP,Female,0,No,No,62,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,Yes,Mailed check,65.1,3846.75,No
+9289-LBQVU,Male,0,Yes,No,64,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,No
+6142-VSJQO,Female,0,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,Yes
+3458-IDMFK,Male,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.75,499.4,No
+6933-FHBZC,Female,0,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Mailed check,56.05,1553.2,No
+0221-NAUXK,Male,0,No,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.95,219.5,No
+9770-KXGQU,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Mailed check,98.6,5311.85,No
+6437-UKHMV,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,Yes
+6538-POCHL,Male,0,No,No,33,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79,2576.8,No
+6726-NNFWD,Female,1,Yes,No,71,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Two year,No,Credit card (automatic),89.45,6435.25,No
+3002-WQZWT,Female,0,No,No,29,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.2,1993.25,No
+4277-UDIEF,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),81,1923.85,No
+1208-NBVFH,Male,0,Yes,Yes,20,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.6,939.8,No
+4912-PIGUY,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.6,84.6,No
+1114-CENIM,Male,0,No,Yes,54,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55,3092.65,Yes
+6060-DRTNL,Female,1,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,84.85,415.55,Yes
+2725-TTRIQ,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.2,5986.55,No
+3374-TTZTK,Male,0,Yes,No,52,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.3,5487,No
+8990-ZXLSU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.05,651.5,No
+2275-RBYQS,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.4,45.4,No
+8473-VUVJN,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Yes
+6289-CPNLD,Male,0,Yes,Yes,33,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,73.9,2405.05,Yes
+5536-SLHPM,Female,0,Yes,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,77.75,4458.15,Yes
+4419-UJMUS,Male,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,No
+7794-JASDG,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.75,50.75,No
+7609-YBPXG,Male,0,No,No,54,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.1,4735.2,No
+5519-TEEUH,Male,0,No,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,No
+7856-GANIL,Male,1,Yes,No,45,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),98.7,4525.8,No
+0804-XBFBV,Female,0,No,Yes,11,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.2,321.05,No
+2676-OXPPQ,Male,0,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,No
+3703-TTEPD,Male,0,No,No,21,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,No
+2799-TSLAG,Female,0,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.3,1748.55,No
+0196-VULGZ,Female,1,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,Yes
+8837-VVWLQ,Female,0,No,No,8,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.95,668.4,Yes
+2696-NARTR,Male,0,No,No,11,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,73.85,926.25,Yes
+2208-NKVVH,Male,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,No
+7614-QVWQL,Male,0,Yes,Yes,49,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),51.8,2541.25,Yes
+1976-CFOCS,Female,1,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46,46,Yes
+4631-OACRM,Male,1,No,No,15,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.4,1156.1,Yes
+7139-JZFVG,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),60.5,3694.45,No
+4987-GQWPO,Male,0,No,No,17,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25.1,382.8,No
+3755-JBMNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Yes
+1757-TCATG,Male,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,746.75,No
+6345-ULYRW,Male,1,Yes,No,44,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,Yes
+4776-XSKYQ,Female,0,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,One year,No,Credit card (automatic),30.25,368.85,No
+8048-DSDFQ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,No
+5753-QQWPW,Female,0,No,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Electronic check,59.9,1654.7,No
+6010-DDPPW,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.15,1940.85,No
+1809-DMJHQ,Female,0,No,Yes,5,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46,221.7,Yes
+6693-FRIRW,Male,0,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),101.3,1794.65,No
+6586-MYGKD,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),76.95,5289.8,No
+3173-NVMPX,Female,0,Yes,Yes,9,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,55.3,501.2,No
+0248-PGHBZ,Female,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),92.45,6140.85,No
+0623-GDISB,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,No
+2892-GESUL,Female,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,309.25,No
+6923-EFPNL,Male,0,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.75,201.1,Yes
+7472-EQOAV,Male,1,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,No
+9574-RKJIF,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,2838.7,Yes
+2043-WVTQJ,Male,0,Yes,No,1,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.7,55.7,No
+8034-RYTVV,Female,0,No,No,55,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),84.25,4589.85,No
+3863-QSTYI,Male,0,No,No,59,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,No
+2619-WFQWU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes
+5044-LRQAQ,Female,0,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,No
+1716-LSAMB,Male,0,Yes,Yes,45,Yes,No,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),54.65,2553.7,No
+1333-PBMXB,Female,0,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.75,1342.15,No
+6546-OPBBH,Male,0,Yes,Yes,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,23.95,1216.35,No
+5985-BEHZK,Female,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105,7578.05,No
+9127-QRZMH,Male,0,Yes,No,44,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),59.85,2603.95,No
+5919-VCZYM,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,42.7,No
+9644-KVCNC,Female,0,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,No
+2137-DQMEV,Male,0,Yes,Yes,68,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,No,Mailed check,44.8,2983.65,No
+8174-LNWMW,Female,0,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.9,689.35,No
+9279-CJEOJ,Female,1,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,No
+7964-VEXDG,Male,0,No,Yes,21,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,80.35,1747.2,No
+2404-JIBFC,Female,0,Yes,Yes,55,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),85.1,4657.95,No
+0778-NELLA,Male,0,No,No,9,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.7,296.1,Yes
+8029-XYPWT,Male,1,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.05,8016.6,No
+4614-NUVZD,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.1,81.1,Yes
+4632-PAOYU,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,433.5,No
+3803-KMQFW,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.55,20.55,Yes
+6804-GDMOI,Female,0,No,No,61,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,106.6,6428.4,Yes
+2990-OGYTD,Female,0,Yes,No,67,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.15,5883.85,No
+6646-JPPHA,Female,1,No,No,14,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,No
+9572-MTILT,Male,0,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,106.75,6252.9,Yes
+7658-UYUQS,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,No
+7880-XSOJX,Male,0,No,No,4,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,No
+9611-CTWIH,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,Yes
+4589-IUAJB,Male,0,Yes,No,70,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1724.15,No
+0329-GTIAJ,Female,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,97.9,315.3,Yes
+8746-BFOAJ,Male,1,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,No
+8457-XIGKN,Male,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No
+6072-NUQCB,Male,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.25,488.25,No
+6629-CZTTH,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,55.7,55.7,Yes
+8838-GPHZP,Female,0,No,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.6,1298.7,No
+8750-QWZAJ,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1378.75,No
+5364-EVNIB,Male,0,No,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.8,973.45,Yes
+6918-UMQCG,Female,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,No
+0675-NCDYU,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.4,8543.25,No
+6339-DKLMK,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,No
+1346-PJWTK,Male,0,Yes,No,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,No
+5088-QZLRL,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.65,20.65,No
+8023-QHAIO,Female,1,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,No
+4397-FRLTA,Female,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,84.5,No
+3057-VJJQE,Male,0,No,No,35,Yes,Yes,DSL,Yes,No,No,No,No,No,Two year,No,Mailed check,55.25,1924.1,No
+5087-SUURX,Female,0,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.05,669.85,Yes
+2302-OUZXB,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),82.15,5784.3,No
+8133-ANHHJ,Female,1,No,No,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),103,5166.2,No
+2270-CHBFN,Female,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,No
+0013-EXCHZ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,Yes
+5982-FPVQN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.15,3532.85,No
+9107-UKCKY,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,No
+4654-ULTTN,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),74.8,5315.8,No
+5550-VFRLC,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes
+5546-BYZSM,Female,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.45,775.6,No
+1492-KGETH,Male,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,No
+4929-BSTRX,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,53.55,53.55,Yes
+4163-HFTUK,Male,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.1,1007.8,No
+8215-NGSPE,Female,0,Yes,Yes,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,833.55,No
+2225-ZRGSG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),93.9,6579.05,Yes
+8859-YSTWS,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1004.5,No
+5271-YNWVR,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,113.15,7856,Yes
+7601-DHFWZ,Female,0,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24,1183.05,No
+2657-ALMWY,Female,1,Yes,No,26,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,84.95,2169.75,Yes
+6330-JKLPC,Male,0,Yes,No,11,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Yes
+4667-OHGKG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Yes
+1998-VHJHK,Female,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,No
+1707-HABPF,Female,1,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),91.3,4126.35,No
+1660-HSOOQ,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,49.65,49.65,Yes
+7253-UVNDW,Female,0,No,No,46,Yes,No,DSL,No,No,Yes,Yes,No,No,Two year,No,Credit card (automatic),54.35,2460.15,Yes
+0487-VVUVK,Male,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.15,477.6,No
+7228-OMTPN,Male,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.45,370.65,Yes
+5063-IUOKK,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,265.75,No
+4508-OEBEY,Male,0,Yes,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),75.5,2424.45,No
+0027-KWYKW,Female,0,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,1849.95,No
+2308-STERM,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.4,61.05,No
+5982-XMDEX,Female,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,No
+6284-AHOOQ,Male,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,Yes
+6051-PTVNS,Female,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.15,998.1,No
+2344-JMOGN,Male,0,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,Yes
+3799-ISUZQ,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Yes
+2877-VDUER,Female,0,Yes,Yes,35,No,No phone service,DSL,No,No,No,Yes,Yes,No,One year,No,Mailed check,40.9,1383.6,No
+9152-AMKAK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,No
+1794-HBQTJ,Female,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.6,48.6,Yes
+9432-VOFYX,Male,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.8,1207,No
+8049-WJCLQ,Male,0,Yes,Yes,10,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.2,563.5,No
+6586-PSJOX,Male,0,No,Yes,15,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),55.2,864.55,No
+2460-FPSYH,Female,1,No,No,40,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,55.8,2109.35,Yes
+9705-ZJBCG,Female,0,Yes,Yes,13,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),54.15,701.05,No
+4818-DRBQT,Male,0,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Yes
+1320-HTRDR,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,220.6,Yes
+6847-KJLTS,Female,1,Yes,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,No
+9670-BPNXF,Female,0,No,No,45,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),62.55,2796.45,No
+3913-FCUUW,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,No
+3301-VKTGC,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,No
+1493-AMTIE,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes
+9555-SAHUZ,Female,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.5,2076.05,No
+0816-TSPHQ,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,44.2,No
+9932-WBWIK,Male,0,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,215.25,No
+4619-EVPHY,Female,1,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91,1859.5,No
+5286-YHCVC,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,No
+6424-ELEYH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Yes
+4391-RESHN,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,104.05,2470.1,Yes
+9115-YQHGA,Male,0,No,No,40,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,2092.9,No
+4462-CYWMH,Male,1,Yes,No,62,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,No
+8963-MQVYN,Female,0,No,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.55,469.85,No
+2458-EOMRE,Female,0,No,No,11,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),64.05,733.95,No
+9334-GWGOW,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,No
+6821-BUXUX,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,Yes
+5028-HTLJB,Male,1,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,Yes
+9801-GDWGV,Female,0,No,No,39,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.45,3994.45,Yes
+6542-LWGXJ,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25,78.25,No
+5567-GZKQY,Male,0,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1131.5,No
+1222-LRYKO,Male,0,No,Yes,6,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,26.35,184.05,No
+2320-JRSDE,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.9,19.9,Yes
+2087-QAREY,Female,0,Yes,No,22,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,54.7,1178.75,No
+0601-WZHJF,Male,0,Yes,No,14,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,46.35,667.7,Yes
+4423-JWZJN,Male,0,Yes,Yes,64,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,One year,No,Credit card (automatic),90.25,5629.15,No
+5143-WMWOG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Yes
+6490-FGZAT,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,109.3,No
+5393-RXQSZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,79.6,79.6,Yes
+7452-FOLON,Male,0,No,Yes,39,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.45,958.45,No
+2320-TZRRH,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,No
+0231-LXVAP,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.9,75.9,Yes
+9444-JTXHZ,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.2,76.2,Yes
+4942-VZZOM,Male,0,Yes,No,64,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),66.15,4392.5,No
+5510-BOIUJ,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.25,19.25,Yes
+7502-BNYGS,Female,0,Yes,No,46,Yes,No,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),69.1,3168,No
+4291-HYEBC,Female,1,Yes,Yes,28,No,No phone service,DSL,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,39.1,1096.6,No
+6147-CBCRA,Female,0,Yes,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,669.45,No
+6047-SUHPR,Male,0,Yes,Yes,39,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,59.8,2343.85,No
+4471-KXAUH,Female,0,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,Yes
+9752-ZNQUT,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,48.6,48.6,No
+7638-QVMVY,Female,0,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79,522.95,Yes
+1576-PFZIW,Male,1,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.35,7511.9,No
+5666-MBJPT,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.1,1725,No
+7312-XSBAT,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,49.75,49.75,No
+3096-GKWEB,Male,0,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,No
+2371-JQHZZ,Male,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93,2248.05,No
+0674-GCDXG,Male,0,No,No,63,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),71.9,4479.2,No
+1121-QSIVB,Female,0,No,Yes,44,Yes,Yes,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,77.55,3471.1,No
+4396-KLSEH,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.85,63,No
+3244-DCJWY,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Yes
+2824-MYYBN,Female,0,Yes,Yes,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.25,3314.15,No
+0875-CABNR,Female,1,No,No,10,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Yes
+6345-HOVES,Male,0,No,No,34,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,No
+8318-LCNBW,Male,0,Yes,No,35,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),53.15,1930.9,No
+6469-QJKZW,Female,0,Yes,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.15,91.4,No
+0147-ESWWR,Female,1,Yes,No,39,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,3949.15,No
+1217-VASWC,Male,1,Yes,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304,No
+7812-FZHPE,Female,0,Yes,Yes,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.1,409.9,Yes
+6370-ZVHDV,Female,0,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,No
+5915-DGNVC,Female,0,Yes,No,49,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Electronic check,71.8,3472.05,No
+6260-XLACS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,117.8,No
+3566-CAAYU,Female,0,Yes,Yes,64,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,Two year,No,Electronic check,49.85,3210.35,No
+4983-CCWMC,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.6,207.4,No
+9103-CXVOK,Male,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.75,19.75,No
+2896-TBNBE,Male,0,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,No
+4797-AXPXK,Female,0,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60,60,Yes
+5229-PRWKT,Male,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,649.65,Yes
+6982-UQZLY,Female,1,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.85,20.85,Yes
+2522-WLNSF,Female,1,Yes,No,34,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,No
+3841-CONLJ,Female,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35,35,No
+5057-LCOUI,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,2011.4,Yes
+0193-ESZXP,Female,1,Yes,No,58,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,Yes
+4475-NVTLU,Male,0,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.2,903.7,No
+4369-HTUIF,Male,1,No,No,6,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,Yes
+9386-LDCZR,Male,0,No,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,No
+9585-KKMFD,Male,0,Yes,Yes,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20,879.8,No
+5399-ZIMKF,Male,0,No,No,5,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,383.65,No
+0336-KXKFK,Male,0,No,No,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),61.2,4390.25,No
+5619-XZZKR,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,68.2,No
+3948-FVVRP,Male,0,Yes,Yes,9,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,54.8,452.8,No
+5327-XOKKY,Male,1,Yes,No,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329,No
+0983-TATYJ,Female,0,Yes,No,33,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Mailed check,51.45,1758.9,No
+1813-JYWTO,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),80.45,5737.6,No
+0156-FVPTA,Male,0,Yes,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.2,1152.7,Yes
+1984-FCOWB,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.5,7674.55,Yes
+0654-HMSHN,Male,0,Yes,Yes,21,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.4,2157.95,Yes
+6719-OXYBR,Male,0,No,No,15,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.3,1219.85,No
+3312-ZWLGF,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,No
+6476-YHMGA,Female,0,Yes,Yes,15,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,No
+5287-QWLKY,Male,1,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,Yes
+0795-XCCTE,Male,1,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1809.35,No
+0168-XZKBB,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.85,1564.4,No
+3785-NRHYR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No
+5196-SGOAK,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.7,75.7,Yes
+4537-DKTAL,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.55,84.4,No
+7072-MBHEV,Female,1,Yes,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),78.1,864.85,No
+5602-BVFMK,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.3,228.75,No
+6297-NOOPG,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,No
+1891-UAWWU,Female,1,Yes,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,90.8,1951,Yes
+8204-TIFGJ,Female,0,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,No
+8050-DVOJX,Male,1,No,No,49,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81.35,4060.9,No
+6108-OQZDQ,Female,0,Yes,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.95,384.5,Yes
+0363-QJVFX,Male,0,No,No,32,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,Yes
+8903-XEBGX,Male,0,No,Yes,2,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,No
+8169-SAEJD,Male,1,Yes,No,69,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,No
+9840-DVNDC,Male,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.5,463.05,Yes
+1089-XZWHH,Female,0,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,No
+2325-WINES,Female,0,No,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,No
+6064-ZATLR,Female,0,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),52.85,1498.65,No
+3096-JRDSO,Female,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,Yes
+7824-PANSQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,No
+8042-JVNFH,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,71.35,71.35,Yes
+9648-BCHKM,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,471.35,No
+2888-ADFAO,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.3,1041.8,No
+8707-HOEDG,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.2,7689.8,No
+3374-LXDEV,Female,0,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Electronic check,89.4,1132.35,Yes
+4072-IPYLT,Female,0,Yes,Yes,36,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),51.05,1815,No
+7167-PCEYD,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.8,1311.3,No
+4936-YPJNK,Female,0,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,No
+1580-BMCMR,Male,1,No,No,19,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,87.3,1637.3,No
+4817-KEQSP,Female,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1326.35,No
+6408-WHTEF,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,89.4,6376.55,No
+9251-AWQGT,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20,935.9,No
+8749-CLJXC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
+7989-VCQOH,Male,0,Yes,Yes,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,No
+5049-GLYVG,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Yes
+4199-QHJNM,Male,1,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,No
+8882-TLVRW,Male,0,Yes,Yes,69,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,39.1,2779.5,No
+5883-GTGVD,Male,0,No,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.95,1931.75,Yes
+5135-GRQJV,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,114.5,8331.95,No
+2384-OVPSA,Female,1,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,735.9,No
+1371-WEPDS,Male,1,Yes,No,40,Yes,No,DSL,No,No,No,No,No,Yes,One year,No,Electronic check,55.8,2283.3,No
+3580-GICBM,Female,0,Yes,Yes,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.2,1445.2,No
+4817-QRJSX,Female,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81,818.05,Yes
+9730-DRTMJ,Male,0,Yes,No,32,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,Yes,Credit card (automatic),72.8,2333.05,No
+4686-UXDML,Female,0,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,No
+3349-ANQNH,Female,1,No,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890,No
+2398-YPMUR,Female,1,Yes,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,916.75,Yes
+0932-YIXYU,Female,0,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,1029.8,No
+7480-SPLEF,Male,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),26,1796.55,No
+7636-XUHWW,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.9,33.7,No
+1431-CYWMH,Female,0,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.05,454.05,No
+5937-EORGB,Male,1,Yes,No,15,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,96.5,1392.25,No
+6349-JDHQP,Female,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,1049.6,No
+5539-HIVAK,Female,1,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.7,734.6,No
+5847-MXBEO,Male,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,No
+9985-MWVIX,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,70.15,Yes
+4583-PARNH,Male,1,Yes,No,16,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,91.55,1540.05,No
+1116-FRYVH,Female,0,Yes,Yes,48,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,No
+1421-HCERK,Male,1,Yes,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,No
+9633-XQABV,Female,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,229.7,No
+0716-BQNDX,Male,1,No,No,57,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,Two year,No,Electronic check,93.75,5625.55,No
+1265-XTECC,Female,1,Yes,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),96.55,6581.9,Yes
+1183-CANVH,Female,0,Yes,No,23,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),60,1347.15,No
+1972-XMUWV,Female,0,Yes,No,65,Yes,No,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),59.8,3808.2,No
+8679-LZBMD,Male,0,Yes,No,44,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,No
+3407-JMJQQ,Female,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109,7661.8,No
+6252-DFGTK,Female,0,Yes,No,37,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,One year,No,Credit card (automatic),68.1,2479.25,No
+1539-LNKHM,Female,0,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,No
+8645-KOMJQ,Male,0,Yes,Yes,69,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,No
+0289-IVARM,Female,0,No,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,60.55,1982.6,No
+9761-XUJWD,Male,0,No,No,5,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,No
+4057-FKCZK,Male,0,Yes,Yes,58,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Two year,No,Bank transfer (automatic),82.5,4828.05,No
+4291-TPNFG,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),82.3,5980.55,No
+6087-YPWHO,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,No
+3090-QFUVD,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.3,20.3,No
+2237-ZFSMY,Female,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,95.55,3692.85,Yes
+1722-LDZJS,Male,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.2,1068.15,No
+1818-ESQMW,Female,0,No,No,27,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,No
+4871-JTKJF,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
+1415-YFWLT,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.3,89.3,Yes
+7401-RUBNK,Female,0,Yes,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,74.8,1438.05,No
+0506-YLVKJ,Male,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,No
+8661-BOYNW,Female,0,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),84.4,6096.45,No
+6711-VTNRE,Female,0,No,No,36,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,87.55,3078.1,Yes
+4815-GBTCD,Female,0,Yes,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.15,99.95,No
+2805-AUFQN,Female,0,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,475.2,No
+0980-PVMRC,Female,0,Yes,Yes,40,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.85,2036.55,No
+7233-DRTRF,Male,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,102.4,6444.05,No
+3500-RMZLT,Female,1,No,No,15,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Mailed check,96.3,1426.75,Yes
+3873-NFTGI,Male,0,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),55.5,767.55,No
+1162-ECVII,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.75,7932.5,No
+7048-GXDAY,Male,0,No,No,39,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,4040.65,No
+8571-ZCMCX,Female,0,Yes,Yes,47,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60,2768.65,No
+1169-WCVAK,Male,0,Yes,No,19,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,No
+4548-SDBKE,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.2,474.8,Yes
+8066-POXGX,Female,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,446.1,Yes
+7129-CAKJW,Female,0,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,No
+8695-ARGXZ,Male,1,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,No
+3570-YUEKJ,Female,0,No,No,42,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,2077.95,No
+4143-OOBWZ,Male,0,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.3,416.3,Yes
+1555-HAPSU,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1663.5,No
+1697-NVVGY,Male,1,Yes,No,19,Yes,No,DSL,Yes,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,No
+7854-EKTJL,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.6,35.85,Yes
+8464-EETCQ,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),18.8,1094.35,No
+2419-FSORS,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.4,7719.5,No
+8132-YPVBX,Female,0,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,85.95,514.6,No
+9102-IAYHT,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.45,1451.6,Yes
+6754-LZUKA,Male,0,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),80.9,4932.5,No
+3422-LYEPQ,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71,71,Yes
+8099-MZPUJ,Male,0,Yes,Yes,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),111.8,5443.65,No
+0787-LHDYT,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No
+2642-DTVCO,Male,1,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.05,746.5,Yes
+0374-IOEGQ,Female,0,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,No
+4361-JEIVL,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.4,44.4,Yes
+3197-NNYNB,Male,0,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),105.1,6631.85,No
+3396-DKDEL,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250,No
+1752-OZXFY,Male,0,Yes,No,60,Yes,No,DSL,Yes,No,No,No,Yes,No,One year,Yes,Mailed check,59.8,3561.15,No
+9066-QRSDU,Female,0,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,No
+9112-WSNPU,Female,1,No,No,35,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.55,2419,No
+9867-NNXLC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,470.2,No
+5321-NTRKC,Male,0,Yes,Yes,66,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),79.85,5234.95,No
+1363-TXLSL,Male,1,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes
+9507-EXLTT,Female,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,Yes
+3161-GETRM,Male,0,Yes,Yes,34,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.05,3097,No
+0402-OAMEN,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.45,1709.1,No
+6933-VLYFX,Male,0,Yes,Yes,31,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,No
+6754-WKSHP,Male,0,No,Yes,30,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),25.35,723.3,No
+9846-GKXAS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,Yes
+6017-PPLPX,Male,0,Yes,Yes,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.45,1470.95,Yes
+4976-LNFVV,Male,1,Yes,No,19,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),34.3,577.15,No
+5055-MGMGF,Female,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.05,6914.95,No
+4641-FROLU,Female,0,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.3,602.9,No
+2862-JVEOY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,No
+2969-QWUBZ,Female,0,No,No,2,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,51.4,96.8,No
+9822-BIIGN,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,No
+2077-MPJQO,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,533.05,No
+1534-OULXE,Female,0,Yes,Yes,61,Yes,No,DSL,Yes,No,No,No,No,No,One year,Yes,Bank transfer (automatic),49.7,2961.4,No
+7136-RVDTZ,Male,1,No,No,70,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,Yes
+2971-SGAFL,Female,0,No,No,13,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,No
+1480-IVEVR,Male,1,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,One year,Yes,Bank transfer (automatic),81.6,2815.25,No
+2905-KFQUV,Female,0,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,No
+4581-SSPWD,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.8,246.3,Yes
+3370-HXOPH,Female,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,76.1,257.6,No
+9391-YZEJW,Female,0,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94,5757.2,No
+9958-MEKUC,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),103.95,7517.7,No
+0281-CNTZX,Male,0,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.95,1234.8,No
+6927-WTFIV,Male,1,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Yes
+4118-CEVPF,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.8,3836.3,No
+3398-ZOUAA,Male,1,Yes,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Yes
+9114-VEPUF,Male,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,No
+7876-BEUTG,Female,0,No,No,15,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,48.8,720.1,No
+2338-BQEZT,Female,0,No,No,55,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,No
+9873-MNDKV,Female,0,No,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.65,472.25,No
+0378-NHQXU,Female,0,Yes,Yes,17,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,88.25,1460.65,Yes
+8241-JUIQO,Female,0,No,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.45,1336.35,No
+2194-IIQOF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,No
+4512-ZUIYL,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70,153.05,Yes
+9631-RXVJM,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,677.9,No
+9584-EXCDZ,Female,0,No,No,17,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,No
+7969-AULMZ,Female,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.35,2119.5,Yes
+5093-FEGLU,Female,0,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,921.55,No
+2621-UDNLU,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.85,72,No
+7526-IVLYU,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,68.35,No
+2428-HYUNX,Male,1,Yes,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,No
+9214-EKVXR,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44,44,No
+3410-MHHUM,Female,0,Yes,Yes,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,No
+0568-ONFPC,Male,0,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135,Yes
+0733-VUNUW,Male,0,No,No,24,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,Yes
+4550-EVXNY,Female,0,No,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
+2122-YWVYA,Female,0,No,No,18,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1380.4,No
+2968-SSGAA,Female,0,No,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,Yes
+2296-DKZFP,Female,0,Yes,No,65,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71,4386.2,No
+4844-JJWUY,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,86,86,Yes
+6777-TGHTM,Female,0,No,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),106.95,5785.5,Yes
+8909-BOLNL,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.2,52.05,No
+6603-YRDCJ,Male,0,Yes,No,33,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,61.05,2018.4,No
+3538-WZPHD,Male,0,No,No,3,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,79.45,Yes
+3229-USWAR,Female,0,No,No,34,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),79.95,2727.3,No
+2138-VFAPZ,Female,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,263.65,No
+6131-JLWZM,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,275.4,No
+4785-QRJHC,Male,1,Yes,No,46,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),59.9,2816.65,Yes
+0269-XFESX,Male,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.35,538.5,No
+1709-EJDOX,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,948.9,No
+4316-XCSLJ,Male,0,No,Yes,17,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.3,846.8,No
+8610-WFCJF,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,Yes
+9693-XMUOB,Male,1,Yes,No,59,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.25,2997.45,No
+0383-CLDDA,Female,0,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,No
+4905-JEFDW,Male,0,No,No,11,No,No phone service,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,41.6,470.6,Yes
+2709-UQGNP,Male,0,No,No,10,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,No
+3549-ZTMNH,Male,0,Yes,Yes,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24,269.65,No
+7881-INRLC,Male,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),100.85,4740,Yes
+8033-ATFAS,Female,0,Yes,Yes,39,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,59.85,2341.5,No
+1635-NZATJ,Male,1,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1789.65,No
+0562-HKHML,Male,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),23.9,1626.4,No
+8277-RVRSV,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.15,800.3,No
+9943-VSZUV,Male,1,No,No,67,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.7,5060.85,No
+0117-LFRMW,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,Yes
+6172-FECYY,Male,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,84.5,4254.85,Yes
+7054-ENNGU,Female,0,Yes,No,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,50.85,466.6,No
+1455-HFBXA,Male,0,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),91.6,4627.8,No
+9402-CXWPL,Female,0,No,No,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,98.9,6838.6,No
+1628-BIZYP,Male,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,No
+1965-AKTSX,Female,1,No,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,1101.85,Yes
+0082-LDZUE,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.3,44.3,No
+4786-UKSNZ,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,20.2,Yes
+5343-SGUBI,Female,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,One year,Yes,Mailed check,80.2,4297.6,No
+0856-NAOES,Male,0,No,No,6,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Mailed check,60.9,414.1,No
+1976-AZZPJ,Male,0,Yes,No,7,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,34.2,256.6,No
+7248-VZQLC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Yes
+6156-UZDLF,Female,0,No,No,26,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),87.15,2274.1,No
+3099-OONVS,Male,0,Yes,Yes,25,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.3,1296.8,No
+9500-WBGRP,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,No
+5183-KLYEM,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,No
+5144-PQCDZ,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,59.25,No
+8514-VZHEB,Male,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,1147.85,No
+6625-IUTTT,Male,0,No,No,67,Yes,No,DSL,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),65.55,4361.55,No
+9355-NPPFS,Female,1,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.8,2006.1,No
+0068-FIGTF,Female,0,No,No,27,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Mailed check,78.2,2078.95,No
+5965-GGPRW,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,No
+8035-PWSEV,Female,0,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,No
+2236-HILPA,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.65,1218.45,No
+1840-BIUOG,Male,0,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,68.7,1416.2,No
+1356-MKYSK,Male,0,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),78.65,483.3,No
+6080-LNESI,Male,0,No,No,51,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.75,1234.6,No
+1830-IPXVJ,Female,0,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,No
+5828-DWPIL,Male,1,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.1,5618.3,No
+8398-TBIYD,Female,0,No,No,72,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),84.7,6185.15,No
+0011-IGKFF,Male,1,Yes,No,13,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98,1237.85,Yes
+4192-GORJT,Male,0,Yes,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,Yes
+6496-SLWHQ,Male,1,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105,294.45,Yes
+9912-GVSEQ,Female,1,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.85,2381.55,Yes
+2931-FSOHN,Male,1,No,No,13,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,59.9,788.35,No
+9418-RUKPH,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,756.4,No
+5383-MMTWC,Female,1,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84,613.4,Yes
+9971-ZWPBF,Male,1,Yes,Yes,34,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,108.9,3625.2,No
+4712-AUQZO,Male,0,No,No,18,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,33.6,550.35,No
+9711-FJTBX,Male,0,Yes,Yes,56,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Mailed check,85.85,4793.8,No
+2908-ZTPNF,Female,0,No,No,36,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,No
+7240-ETPTR,Female,0,Yes,No,9,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.75,442.2,Yes
+2202-CUYXZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,84.85,Yes
+5995-OIGLP,Male,0,No,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,Yes
+8421-WZOOW,Female,1,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,No
+6261-RCVNS,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.9,3160.55,Yes
+7951-QKZPL,Female,0,Yes,Yes,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Yes
+1414-YADCW,Male,0,Yes,No,70,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),84.6,5706.2,No
+8756-RDDLT,Female,0,No,No,68,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,No,Electronic check,44.95,3085.35,No
+2862-PFNIK,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,No
+5816-QVHRX,Female,0,No,No,37,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Credit card (automatic),100.3,3541.4,No
+4430-YHXGG,Female,0,No,Yes,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.45,84.2,No
+6888-SBYAI,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.7,50.7,No
+7395-XWZOY,Male,0,No,No,20,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),55,1165.55,No
+7169-YWAMK,Male,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,No
+3640-PHQXK,Female,0,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,Yes
+6877-LGWXO,Male,1,Yes,No,18,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,Yes
+6859-RKMZJ,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,No
+2729-VNVAP,Female,0,Yes,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.8,641.35,No
+2957-JIRMN,Female,1,No,No,62,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,No,Electronic check,84.45,4959.15,No
+2049-BAFNW,Female,0,No,No,1,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,35.9,35.9,No
+3842-QTGDL,Male,0,Yes,No,16,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,No
+7163-OCEQI,Male,0,Yes,Yes,22,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,No
+9782-LGXMC,Female,0,Yes,Yes,49,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,No
+5975-BAICR,Male,0,Yes,Yes,36,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Credit card (automatic),63.7,2188.5,No
+8019-ENHXU,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,99.45,4138.05,Yes
+5167-GBFRE,Male,1,No,No,4,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,Yes
+9033-EOXWV,Female,0,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,Yes
+4673-KKSLS,Female,0,No,No,31,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,87.6,2724.25,No
+4853-OITSN,Male,0,Yes,No,5,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,413.25,No
+9800-OUIGR,Male,0,Yes,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20,1374.2,No
+1324-NLTJE,Female,1,No,No,15,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),55,757.1,Yes
+2324-EFHVG,Male,0,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,No
+7094-MSZAO,Male,0,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No
+1522-VVDMG,Male,0,Yes,Yes,7,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,89.75,608.8,Yes
+6907-CQGPN,Male,0,No,No,29,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,34.3,1004.75,No
+0780-XNZFN,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1125.6,No
+0239-OXEXL,Female,0,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,84.25,3847.6,No
+2675-IJRGJ,Male,0,No,No,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.65,978,No
+7049-GKVZY,Female,0,No,No,17,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,No
+8577-QSOCG,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,746.05,No
+3721-CNZHX,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,304.6,No
+0212-ISBBF,Female,0,No,No,22,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,No
+9185-TQCVP,Male,0,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.15,1139.2,Yes
+3585-YNADK,Female,0,Yes,No,57,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),74.6,4368.95,No
+5271-DBYSJ,Male,1,No,No,11,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),79.15,827.7,No
+1099-GODLO,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,20.35,No
+6828-HMKWP,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.05,262.05,No
+5567-WSELE,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,Yes
+1472-TNCWL,Male,0,No,Yes,36,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,3512.5,No
+8063-RJYNF,Male,0,No,No,16,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,1483.25,Yes
+0687-ZVTHB,Male,0,Yes,Yes,65,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Credit card (automatic),72.45,4653.85,Yes
+2080-GKCWQ,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,74.95,151.75,No
+9661-ACXBS,Female,0,No,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.2,4400.75,Yes
+2193-SFWQW,Male,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,No
+5656-JAMLX,Male,0,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,No
+3462-BJQQA,Female,0,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.75,552.65,No
+0442-TDYUO,Male,0,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.05,1036,No
+6733-LRIZX,Male,0,No,No,35,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,108.95,4025.5,No
+9503-XJUME,Male,0,No,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.65,928.4,No
+4367-NHWMM,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,No
+3727-RJMEO,Male,0,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,82.85,460.25,Yes
+3779-OSWCF,Female,0,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,No
+6736-DHUQI,Female,0,Yes,Yes,67,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),84.8,5598.3,No
+3915-ODIYG,Male,1,No,No,60,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,71.75,4374.55,No
+1360-RCYRT,Male,0,Yes,Yes,23,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,No
+2724-FJDYW,Male,0,No,Yes,39,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),54.85,2191.7,No
+4451-RWASJ,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,239.75,No
+6646-VRFOL,Male,1,Yes,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.85,5485.5,Yes
+3460-TJBWI,Male,0,Yes,Yes,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,609.05,No
+5917-HBSDW,Female,0,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.35,683.75,No
+5685-IIXLY,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.6,404.2,Yes
+5671-UUNXD,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,100.65,5189.75,No
+0956-ACVZC,Female,0,No,No,54,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),94.1,5060.9,No
+2325-NBPZG,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,233.65,No
+4250-ZBWLV,Male,0,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,108.45,7176.55,Yes
+4482-FTFFX,Male,0,No,No,5,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,56.15,291.45,No
+8859-DZTGQ,Male,0,No,No,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.35,689.75,No
+0440-MOGPM,Female,0,No,No,41,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,80.55,3263.9,No
+0020-JDNXP,Female,0,Yes,Yes,34,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,61.25,1993.2,No
+3752-CQSJI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,254.5,No
+5025-GOOKI,Female,0,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),18.9,347.65,No
+4698-KVLLG,Female,1,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,967.9,No
+5095-AESKG,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Yes
+2887-JPYLU,Female,0,No,Yes,41,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,No
+4770-QAZXN,Female,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.45,232.1,No
+4896-CPRPF,Male,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.45,809.25,No
+1871-MOWRM,Male,0,Yes,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Yes
+9714-EDSUC,Male,0,No,No,4,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,94.9,360.55,No
+2027-OAQQC,Female,0,No,No,43,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,Yes
+0282-NVSJS,Female,1,Yes,Yes,12,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,29.3,355.9,No
+9090-SGQXL,Male,1,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,7299.65,Yes
+6595-YGXIT,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,Yes
+7353-YOWFP,Female,0,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,129.15,No
+9835-ZIITK,Male,1,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.85,7491.75,Yes
+8008-ESFLK,Female,0,Yes,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,110.5,5835.5,No
+7537-CBQUZ,Male,1,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,No
+1555-DJEQW,Female,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.2,7723.9,Yes
+5649-TJHOV,Male,1,Yes,No,27,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),36.5,1032,Yes
+0519-XUZJU,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.75,70.75,Yes
+3363-EWLGO,Female,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,109.6,No
+4750-UKWJK,Female,1,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.6,727.8,No
+6338-AVWCY,Male,0,No,No,3,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,40.15,130.75,Yes
+1689-YQBYY,Female,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893,No
+4487-ZYJZK,Female,0,Yes,Yes,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,763.1,No
+2959-FENLU,Female,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,No
+0708-LGSMF,Male,0,Yes,No,13,Yes,Yes,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,65.85,902.25,No
+9253-QXKBE,Male,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,Yes
+7634-HLQJR,Female,0,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,No
+0487-RPVUM,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,No
+4079-ULGFR,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,275.7,No
+2516-XSJKX,Female,0,Yes,Yes,41,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,No
+0057-QBUQH,Female,0,No,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Electronic check,25.1,1070.15,No
+9445-SZLCH,Female,0,Yes,Yes,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,Yes
+6599-SFQVE,Female,0,No,No,6,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55,340.4,No
+8331-ZXFOE,Female,0,No,No,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),71.1,4299.2,No
+4003-FUSHP,Male,0,No,No,19,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,No
+0356-ERHVT,Male,0,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,No
+7325-ENZFI,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),40.3,1630.4,No
+4884-ZTHVF,Female,1,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,No
+3920-HIHMQ,Female,0,No,Yes,26,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.5,1265.65,No
+3055-OYMSE,Female,1,No,No,53,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,No
+0613-WUXUM,Female,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.2,1401.4,No
+7568-PODML,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,Yes
+4458-KVRBJ,Male,0,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25,1510.5,No
+5349-IECLD,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.95,178.1,Yes
+1397-XKKWR,Male,0,No,No,7,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.3,264.8,No
+3945-GFWQL,Female,0,No,Yes,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Yes
+8097-OMULG,Male,0,Yes,Yes,59,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),76.75,4541.9,No
+6013-BHCAW,Male,0,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81,4976.15,No
+0401-WDBXM,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.55,7542.25,No
+3387-PLKUI,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,18.8,251.25,No
+6096-EGVTU,Female,0,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,24.9,1595.5,No
+3797-VTIDR,Male,0,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,23.45,23.45,Yes
+5081-NWSUP,Female,0,No,No,10,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,64.9,685.55,No
+2580-ATZSQ,Female,0,Yes,Yes,65,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,No
+8085-MSNLK,Female,0,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,113.95,6891.4,No
+9691-HKOVS,Female,0,Yes,No,55,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,No
+9881-VCZEP,Female,0,Yes,No,25,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.1,1373,No
+9526-BIHHD,Male,0,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,Yes
+8757-TFHHJ,Male,0,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),49.8,49.8,No
+4523-WXCEF,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.1,6039.9,Yes
+1468-DEFNC,Male,1,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,No
+5119-KEPFY,Male,0,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95,3440.25,No
+8364-TRMMK,Female,0,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Yes
+0916-KNFAJ,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,No,Yes,No,No,Yes,Two year,Yes,Mailed check,69.9,4226.7,No
+8319-QBEHW,Male,0,No,Yes,26,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),39.95,1023.75,No
+3063-QFSZL,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.4,55.4,Yes
+8775-LHDJH,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.6,90.6,Yes
+9625-QNLUX,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),103.25,7074.4,No
+3097-NQYSN,Male,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,Yes
+4024-CSNBY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),94.25,6849.75,No
+7110-BDTWG,Female,0,Yes,No,71,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Electronic check,47.05,3263.6,No
+7493-GVFIO,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1252.85,No
+0690-SRQID,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,No
+9605-WGJVW,Female,1,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,70.2,No
+9114-DPSIA,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),81,5750,No
+4700-UBQMV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),75.9,1549.75,No
+7711-GQBZC,Female,0,Yes,Yes,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.7,1810.55,No
+3565-UNOCC,Female,1,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,Yes
+4627-MIHJH,Female,1,No,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7467.55,No
+9795-NREXC,Female,0,Yes,No,64,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85,5484.4,No
+8573-CGOCC,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,No
+7356-AYNJP,Female,0,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,23.9,97.5,No
+9249-FXSCK,Female,0,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),111.25,5916.45,Yes
+5493-SDRDQ,Male,0,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.1,113.35,Yes
+6286-SUUWT,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,19.95,No
+4819-HJPIW,Male,0,No,No,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,No
+8654-DHAOW,Female,0,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.15,101.65,No
+5438-QMDDL,Female,0,Yes,No,19,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Mailed check,59.8,1130.85,No
+9812-GHVRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,No
+5553-AOINX,Female,1,Yes,Yes,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.9,6891.45,No
+1228-ZLNBX,Male,0,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,No
+4226-KKDON,Male,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,66.65,520.95,No
+3831-YCPUO,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.5,7854.9,No
+7445-WMRBW,Female,0,No,No,48,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),73.85,3581.4,No
+3308-DGHKL,Male,0,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.3,1447.9,No
+9924-JPRMC,Male,0,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,118.2,8547.15,No
+0080-EMYVY,Female,0,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),51.45,727.85,No
+6218-KNUBD,Male,0,No,No,6,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,59.45,357.6,No
+7337-CINUD,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.5,159.35,No
+7609-NRNCA,Female,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,280.85,No
+0623-EJQEG,Male,0,No,No,65,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,No,Electronic check,93.55,6069.25,No
+7153-CHRBV,Female,0,Yes,Yes,57,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Mailed check,59.3,3274.35,No
+0871-URUWO,Male,0,Yes,No,13,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.25,1359,Yes
+9190-MFJLN,Male,1,No,No,19,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,Yes
+6198-PNNSZ,Female,0,Yes,No,56,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),109.8,6109.65,No
+3317-VLGQT,Female,0,Yes,No,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,No
+4132-POCZS,Male,0,Yes,No,52,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.9,2020.9,No
+5614-DNZCE,Female,0,No,No,58,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,No
+1095-JUDTC,Female,1,No,No,47,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,95.05,4504.55,Yes
+3896-RCYYE,Female,0,No,No,67,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,No
+9638-JIQYA,Male,0,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),24.9,49.7,No
+3258-SANFR,Male,1,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,No
+3726-TBHQT,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114,8175.9,No
+3190-ITQXP,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.25,890.35,No
+0870-VEMYL,Female,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,Yes
+4833-QTJNO,Male,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,No
+3039-MJSLN,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No
+0178-CIIKR,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.95,58,No
+5385-SUIRI,Male,1,Yes,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,5568.35,Yes
+3982-XWFZQ,Female,0,Yes,No,42,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.25,2203.65,Yes
+5774-QPLTF,Male,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,938.95,No
+2322-VCZHZ,Male,1,Yes,No,23,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90,2024.1,No
+5010-IPEAQ,Female,0,Yes,Yes,67,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),54.2,3623.95,No
+4009-ALQFH,Female,0,No,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,Yes
+6383-ZTSIW,Female,1,Yes,No,39,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Mailed check,99.1,3877.95,No
+8990-YOZLV,Female,0,No,No,69,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Mailed check,66.9,4577.9,No
+3069-SSVSN,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,No
+5222-IMUKT,Male,0,No,No,32,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.05,2871.5,No
+3627-FCRDW,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71,672.55,Yes
+7562-GSUHK,Female,0,No,No,16,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Yes
+6685-XSHHU,Male,0,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.95,1270.55,No
+8901-UPRHR,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.2,7711.45,No
+4903-UYAVB,Male,0,Yes,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,126.05,Yes
+0118-JPNOY,Female,1,No,No,26,Yes,No,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,No
+6776-TLWOI,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,64.55,Yes
+3845-FXCYS,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.65,31.2,No
+5857-XRECV,Female,0,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,38.25,No
+0725-CXOTM,Female,0,No,No,36,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,No
+4343-EJVQB,Male,0,No,No,7,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.35,533.6,No
+9000-PLFUZ,Female,1,Yes,No,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),49.45,2907.55,No
+3427-GGZZI,Female,0,Yes,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,No
+7779-ORAEL,Male,1,Yes,No,45,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),75.15,3480.35,No
+0644-OQMDK,Male,1,No,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,293.85,No
+4077-CROMM,Female,0,Yes,Yes,31,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,104.2,3243.45,Yes
+3154-CFSZG,Male,0,Yes,Yes,47,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,No
+2868-MZAGQ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.25,79.25,Yes
+4847-QNOKA,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,Yes
+2220-IAHLS,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.4,19.4,No
+1658-XUHBX,Female,1,Yes,Yes,59,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,No
+6379-RXJRQ,Male,0,Yes,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,659.65,Yes
+2378-HTWFW,Male,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Credit card (automatic),91,3180.5,No
+8650-RHRKE,Male,0,No,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.65,118.5,Yes
+4377-VDHYI,Male,0,Yes,Yes,32,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Electronic check,90.8,3023.85,No
+0475-RIJEP,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Yes
+1260-TTRXI,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,54.3,195.3,Yes
+3719-TDVQB,Female,1,Yes,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.95,1031.1,No
+6328-ZPBGN,Female,1,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,Yes
+0201-MIBOL,Female,1,No,No,66,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),102.4,6471.85,No
+4937-QPZPO,Male,0,Yes,Yes,61,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.9,6241.35,No
+2925-VDZHY,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,No
+6981-TDRFT,Male,0,Yes,Yes,44,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,54.3,2317.1,No
+3413-CSSTH,Male,0,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,No
+8033-VCZGH,Male,0,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,No
+4789-KWMXN,Male,0,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,Yes
+0224-NIJLP,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,No
+7542-CYDDM,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,358.5,No
+4718-WXBGI,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),91.95,6614.9,No
+2867-UIMSS,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,Yes
+8495-PRWFH,Female,1,No,No,42,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,55.65,2421.75,No
+0439-IFYUN,Female,1,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,1294.6,No
+5716-LIBJC,Female,0,No,Yes,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.15,1299.1,No
+2868-LLSKM,Female,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),83.65,5733.4,No
+8111-RKSPX,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Yes
+2988-QRAJY,Male,0,No,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),110.05,7430.75,No
+1585-MQSSU,Male,0,No,No,17,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,Yes
+0071-NDAFP,Male,0,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,No
+2856-NNASM,Male,1,No,No,43,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.55,3856.75,Yes
+7328-ZJAJO,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,1222.65,No
+6458-CYIDZ,Female,1,No,No,5,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,80.7,374.8,No
+8559-CIZFV,Male,0,Yes,Yes,21,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,77.5,1625,Yes
+1090-PYKCI,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),105.1,7234.8,No
+3058-WQDRE,Male,0,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,No
+7547-EKNFS,Male,0,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Yes
+2279-AXJJK,Male,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,No
+6769-DYBQN,Male,1,No,No,46,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,85,3969.4,Yes
+0909-SELIE,Male,0,Yes,No,61,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),80.8,4860.85,No
+3417-TSCIC,Male,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,No
+1042-HFUCW,Female,0,No,Yes,25,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.75,1266.35,No
+4439-JMPMT,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,85.75,470.95,Yes
+6537-OTKMY,Male,0,No,No,15,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,50.75,688.2,No
+8999-EXMNO,Female,0,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,387.7,No
+6725-TPKJO,Male,0,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.05,845.25,No
+2446-BEGGB,Female,1,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,Yes
+7162-WPHPM,Male,0,Yes,Yes,58,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),71.6,4230.25,No
+1599-MMYRQ,Male,0,Yes,Yes,62,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),81.45,4983.05,No
+8821-KVZKQ,Female,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),58.4,4113.15,No
+1496-GGSUK,Female,1,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,25.7,25.7,Yes
+6434-TTGJP,Male,0,Yes,Yes,10,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),53.7,521,No
+0042-JVWOJ,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,No
+0130-SXOUN,Male,0,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,5976.9,No
+2575-GFSOE,Female,0,Yes,Yes,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69,506.9,Yes
+2330-PQGDQ,Male,0,Yes,Yes,51,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),84.2,4299.75,No
+1452-UZOSF,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),106.1,7548.6,No
+2097-YVPKN,Male,0,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75,1654.75,No
+2842-JTCCU,Male,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),46.05,80.35,Yes
+8597-CTXVJ,Male,0,No,Yes,70,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.95,4551.5,No
+6631-HMANX,Male,0,Yes,No,72,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.45,6227.5,No
+9962-BFPDU,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,20.05,No
+3296-SILRA,Female,1,Yes,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,76.4,76.4,Yes
+9681-OXGVC,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,514,Yes
+6394-HHHZM,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.7,57.5,No
+5995-LFTLE,Male,0,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,No
+5180-UCIIQ,Male,1,Yes,Yes,22,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,No,Mailed check,40.05,880.2,Yes
+1932-UEDCX,Male,1,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,No
+7153-OANIO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.95,69.95,Yes
+5188-HGMLP,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74,3919.15,No
+0665-XHDJU,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Electronic check,99.4,7285.7,No
+6521-YYTYI,Male,0,No,Yes,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.3,93.3,Yes
+8878-HMWBV,Male,0,No,No,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Yes
+8265-HKSOW,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,No
+3544-FBCAS,Female,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),83.6,5959.3,No
+5331-RGMTT,Male,1,Yes,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,No
+4759-PXTAN,Female,0,Yes,No,59,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,80.1,4693.2,No
+7054-DMVAS,Male,0,No,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,No
+3428-MMGUB,Male,0,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Electronic check,89.55,5231.2,No
+6549-BTYPG,Female,0,Yes,No,60,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),60.8,3603.45,No
+7823-JSOAG,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.5,217.45,No
+3705-RHRFR,Female,0,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),99.15,6875.35,No
+9374-YOLBJ,Female,0,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,No
+9074-KGVOX,Male,0,Yes,Yes,50,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,No
+6128-DAFVY,Female,0,No,No,56,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,No
+9933-QRGTX,Female,0,Yes,No,60,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,97.2,5611.75,No
+4476-OSWTN,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,110.55,7610.1,No
+3751-KTZEL,Female,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Mailed check,35.05,35.05,Yes
+1977-STDKI,Female,1,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73,73,Yes
+5066-GFJMM,Female,0,Yes,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,45.75,No
+2661-GKBTK,Male,0,Yes,Yes,60,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,No
+0458-HEUZG,Female,0,No,No,13,No,No phone service,DSL,No,No,Yes,Yes,No,No,Two year,No,Mailed check,35.4,450.4,No
+7268-WNTCP,Male,0,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,No
+0824-VWDPO,Female,0,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,No
+8409-WQJUX,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.2,1423.15,No
+2578-JQPHZ,Male,0,No,No,44,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),100.1,4378.35,No
+3278-FSIXX,Female,0,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,No
+5813-UECBU,Male,1,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Yes
+0328-GRPMV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.1,70.1,Yes
+9746-UGFAC,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.85,450.65,No
+2946-KIQSP,Female,0,No,No,35,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,33.45,1175.85,No
+0625-AFOHS,Female,0,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.2,558.8,No
+6726-WEXXK,Male,1,Yes,No,27,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Electronic check,85.9,2220.1,No
+4636-OLWOE,Male,0,No,Yes,54,Yes,No,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,61,3283.05,No
+4342-HENTK,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.65,142.35,Yes
+4685-ERGHK,Male,0,No,No,57,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,No
+0885-HMGPY,Male,0,No,No,62,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.4,4237.5,No
+5003-OKNNK,Female,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.35,335.95,No
+4195-SMMNX,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,33.2,Yes
+7208-PSIHR,Female,0,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.3,7188.5,No
+4012-ZTHBR,Female,0,Yes,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,No
+0489-WMEMG,Female,0,No,Yes,23,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Electronic check,49.45,1119.35,No
+7435-ZNUYY,Male,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.6,116.6,No
+1354-YZFNB,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,68.8,No
+6956-SMUCM,Female,0,No,No,3,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99,287.4,Yes
+2985-FMWYF,Female,0,No,No,23,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.5,2341.55,No
+2812-ENYMO,Male,0,No,No,26,No,No phone service,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Credit card (automatic),54.55,1362.85,No
+2717-HVIZY,Female,0,No,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,163.6,No
+3223-WZWJM,Male,0,No,No,26,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.95,2254.2,Yes
+3422-GALYP,Male,0,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.45,145.15,No
+9053-JZFKV,Male,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),116.2,7752.3,Yes
+2530-ENDWQ,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),93.7,6585.35,Yes
+2890-WFBHU,Female,0,No,No,59,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),79.85,4786.1,No
+0327-WFZSY,Male,0,Yes,Yes,39,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Electronic check,100,3835.55,No
+7977-HXJKU,Male,0,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,397,No
+6615-ZGEDR,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,19.7,Yes
+7033-CLAMM,Female,0,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,No
+4023-RTIQM,Female,1,Yes,No,31,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,No
+0864-FVJNJ,Female,0,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,113.35,7222.75,No
+7356-IWLFW,Male,0,Yes,Yes,46,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80,3769.7,No
+9541-PWTWO,Female,0,No,No,52,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.95,4233.95,No
+3967-VQOGC,Female,0,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,No
+7872-RDDLZ,Female,1,No,No,67,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,No
+9250-WYPLL,Female,0,No,No,5,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.55,413.65,Yes
+6308-CQRBU,Female,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,109.25,7707.7,No
+2754-XBHTB,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Yes
+1597-LHYNC,Female,1,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95,2497.2,Yes
+0186-CAERR,Male,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),116.3,8309.55,No
+3043-SUDUA,Female,0,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No
+5442-BHQNG,Female,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.35,139.25,No
+2169-RRLFW,Female,0,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1888.25,No
+5872-OEQNH,Female,0,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,No
+3162-KKZXO,Female,1,No,No,55,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,5409.75,No
+7055-VKGDA,Male,0,No,No,54,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.4,5643.4,Yes
+0754-UKWQP,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,197.7,Yes
+8873-GLDMH,Female,0,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.85,401.3,No
+5696-JVVQY,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),70.1,3238.4,No
+8946-BFWSG,Male,0,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,No
+7493-TPUWZ,Male,0,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,Yes
+0547-HURJB,Male,0,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,No
+8904-OPDCK,Male,1,Yes,No,54,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,No
+8845-LWKGE,Female,0,Yes,Yes,30,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,No
+1577-HKTFG,Female,0,Yes,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.65,655.85,Yes
+8752-STIVR,Female,0,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79,303.15,Yes
+0691-NIKRI,Female,0,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,No
+5022-JNQEQ,Female,0,Yes,Yes,9,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,No
+4558-FANTW,Female,0,Yes,Yes,17,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,Yes
+3249-VHRIP,Female,0,No,No,62,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),43.6,2748.7,No
+3736-BLEPA,Male,0,No,No,28,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),91.25,2483.65,No
+4701-LKOZD,Female,0,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,No
+6603-QWSPR,Female,0,No,No,46,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,4904.2,No
+9921-QFQUL,Female,0,Yes,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,90.15,2044.95,No
+1929-ZCBHE,Male,0,Yes,Yes,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,No,Electronic check,40.3,1794.8,No
+4378-MYPGO,Male,0,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,No
+8651-ENBZX,Female,1,No,No,60,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106,6441.4,Yes
+4129-LYCOI,Female,0,No,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,104,7039.05,No
+7798-JVXYM,Female,0,No,No,14,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,69.65,921.4,No
+8647-SDTWQ,Male,0,Yes,Yes,57,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,4018.35,No
+2696-ECXKC,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,No,Mailed check,100.9,5448.6,No
+2081-KJSQF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No
+7623-TRNQN,Male,0,No,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.9,49.9,Yes
+3323-CPBWR,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,No
+9330-IJWIO,Female,0,No,No,13,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.35,1358.85,Yes
+3384-CTMSF,Male,0,Yes,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.1,5135.15,No
+0902-RFHOF,Male,0,No,No,38,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,730.1,No
+9286-DOJGF,Female,1,Yes,No,38,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Yes
+6048-QBXKL,Female,1,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,No
+9661-MHUMO,Male,1,Yes,Yes,1,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.25,49.25,Yes
+7718-RXDGG,Male,0,Yes,No,15,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,No
+1025-FALIX,Female,0,No,No,26,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,No
+3451-VAWLI,Female,0,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,730.4,No
+3407-QGWLG,Male,0,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,No
+1842-EZJMK,Male,0,Yes,Yes,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.7,5071.05,Yes
+2347-WKKAE,Male,0,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,No
+8735-DCXNF,Male,0,Yes,No,10,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,No
+3214-IYUUQ,Female,0,Yes,No,61,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Bank transfer (automatic),93.7,5860.7,No
+1936-UAFEH,Female,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),110.25,7279.35,No
+3587-PMCOY,Male,0,No,No,10,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.9,1064.95,No
+8079-XRJRS,Male,0,Yes,No,65,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Electronic check,89.75,5769.6,Yes
+1027-LKKQQ,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,No
+7148-XZPHA,Male,0,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,No
+8073-IJDCM,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.3,20.3,Yes
+5309-TAIKL,Female,0,No,No,7,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),62.8,418.3,No
+6856-RAURS,Female,0,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.9,136.05,No
+8778-LMWTJ,Female,0,No,No,9,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,708.2,No
+9717-IOAAF,Male,0,No,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.85,788.55,No
+8884-ADFVN,Male,1,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,Yes
+2845-KDHVX,Female,0,Yes,No,64,Yes,No,DSL,No,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,68.3,4378.8,No
+0848-SOMKO,Male,0,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,No
+2720-WGKHP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94,181.7,Yes
+6734-FQAJX,Male,1,No,No,67,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,105.05,7171.7,No
+2869-ADAWR,Female,0,No,No,45,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,Yes
+1535-VTJOQ,Female,0,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553,No
+6368-TZZDT,Male,0,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.5,96.85,No
+0943-ZQPXH,Male,0,Yes,Yes,44,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,No
+1293-BSEUN,Female,0,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.7,1482.3,No
+9894-EZEWG,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Yes
+1302-TPUBN,Male,0,No,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1240.8,No
+7851-FLGGQ,Male,0,No,No,1,No,No phone service,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,44.65,44.65,Yes
+0637-UBJRP,Male,0,Yes,Yes,13,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,No,Electronic check,84.05,1095.3,Yes
+0940-OUQEC,Male,0,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Yes
+2378-VTKDH,Male,1,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.35,6578.55,No
+0927-CNGRH,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
+8608-OZTLB,Male,0,Yes,Yes,38,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,74.05,2802.3,No
+2335-GSODA,Male,0,No,Yes,23,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,40.1,857.75,No
+1952-DVVSW,Female,0,Yes,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,184.4,No
+0702-PGIBZ,Male,0,No,Yes,4,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.7,364.55,Yes
+6656-GULJQ,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,No
+9853-JFZDU,Female,0,Yes,No,35,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,56.85,1861.1,No
+1963-VAUKV,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,20.4,Yes
+3777-XROBG,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,1079.65,No
+6994-FGRHH,Male,0,Yes,Yes,70,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,106.15,7475.1,No
+4000-VGMQP,Male,0,Yes,Yes,38,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.95,2862.55,No
+3999-WRNGR,Female,0,Yes,Yes,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,No
+3466-RITXD,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,No
+2680-XKKNJ,Female,0,No,No,8,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),58.2,469.25,No
+3058-HJCUY,Male,0,Yes,Yes,41,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,102.6,4213.35,Yes
+2974-GGUXS,Female,1,Yes,No,36,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,No
+7994-XIRTR,Male,1,No,No,54,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),65.25,3529.95,No
+3259-FDWOY,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106,7723.7,Yes
+2101-RANCD,Female,0,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,No
+7921-BEPCI,Female,0,No,No,72,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Two year,No,Bank transfer (automatic),59.75,4265,No
+0807-ZABDG,Female,0,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,Yes
+8510-TMWYB,Female,0,Yes,Yes,54,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3246.45,No
+3258-ZKPAI,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.6,8337.45,No
+1428-IEDPR,Male,0,No,No,52,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,109.3,5731.4,No
+5298-GSTLM,Female,1,No,No,60,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),101.4,6176.6,No
+4450-YOOHP,Female,0,No,No,39,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,No
+6728-CZFEI,Female,0,No,No,15,Yes,No,DSL,No,No,No,No,Yes,No,One year,No,Mailed check,56.15,931.9,No
+5748-RNCJT,Male,0,No,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.5,7348.8,Yes
+3653-NCRDJ,Male,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,776.25,No
+6121-TNHBO,Female,1,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),83,5243.05,No
+5119-NZPTV,Male,1,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.1,141.65,No
+6519-ZHPXP,Female,0,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.3,7679.65,No
+7739-LAXOG,Female,0,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Yes
+3472-QPRCH,Male,0,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,No
+8224-UAXBZ,Female,0,Yes,No,58,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Electronic check,45.35,2540.1,No
+9610-WCESF,Male,0,No,No,67,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Two year,No,Electronic check,43.9,3097.2,No
+9776-CLUJA,Female,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.5,3807.35,Yes
+2486-WYVVE,Male,0,Yes,No,31,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,79.3,2484,No
+3865-ZYKAD,Male,1,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,No
+1422-DGUBX,Male,0,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,One year,Yes,Electronic check,79.25,2619.15,No
+2999-AANRQ,Female,0,No,No,21,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),71.05,1524.85,No
+8668-KNZTI,Male,0,No,No,52,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Electronic check,53.75,2790.65,No
+0480-KYJVA,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.25,1784.5,No
+6034-ZRYCV,Female,0,Yes,No,72,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,54.2,3937.45,Yes
+9746-YKGXB,Male,0,Yes,Yes,52,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,No,Bank transfer (automatic),44.25,2276.1,No
+3926-YZVVX,Female,0,No,No,41,Yes,No,DSL,No,No,No,Yes,No,No,One year,No,Bank transfer (automatic),50.05,2029.05,No
+6000-UKLWI,Male,0,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,No
+2079-FBMZK,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.25,418.4,Yes
+6332-FBZRI,Male,0,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),69.35,4653.25,No
+2096-XOTMO,Female,0,Yes,Yes,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.35,275.9,No
+3266-FTKHB,Male,0,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.15,343.45,No
+8221-EQDGL,Male,0,Yes,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61,2130.45,No
+2346-LOCWC,Female,0,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,No
+6608-QQLVK,Male,0,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,50.5,50.5,Yes
+0298-XACET,Male,0,Yes,Yes,52,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,50.2,2554,No
+7560-QJAVJ,Female,0,No,No,70,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,No
+2995-YWTCD,Female,0,Yes,Yes,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.9,467.7,No
+3551-HUAZH,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes
+9137-UIYPG,Female,0,Yes,Yes,35,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,No
+2809-ZMYOQ,Female,0,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.35,3334.9,No
+5084-OOVCJ,Female,0,Yes,Yes,17,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,No
+0254-WWRKD,Female,0,Yes,Yes,67,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,No
+7727-SHVZV,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No
+6302-JGYRJ,Male,0,No,Yes,31,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Mailed check,79.45,2587.7,Yes
+5339-PXDVH,Male,0,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,90.65,367.95,No
+2205-LPVGL,Male,1,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),89.85,5125.75,No
+8782-NUUOL,Male,0,No,No,60,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Mailed check,79,4801.1,No
+3685-YLCMQ,Male,0,No,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,Yes
+7601-WFVZV,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,19.55,No
+4609-KNNWG,Female,0,Yes,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,550.1,No
+4868-AADLV,Male,1,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,116.25,7862.25,No
+9529-OFXHY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,No
+8634-MPHTR,Male,1,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,4871.05,Yes
+2669-QVCRG,Female,0,No,No,41,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,No
+2478-EEWWM,Male,0,Yes,No,59,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.3,2666.75,No
+9174-IHETN,Female,0,No,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,No,Credit card (automatic),70.35,3533.6,No
+2233-TXSIU,Male,0,Yes,Yes,17,No,No phone service,DSL,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),44.45,792.15,No
+9644-UMGQA,Male,0,Yes,Yes,6,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.15,295.65,No
+3256-EZDBI,Male,1,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,No
+8761-NSOBC,Male,0,No,No,44,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.55,4398.15,Yes
+0419-YAAPX,Male,0,Yes,No,49,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,No
+8413-VONUO,Male,0,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,Yes
+0872-CASZJ,Male,0,Yes,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,Yes,Mailed check,69.1,4096.9,No
+4726-DLWQN,Male,1,No,No,50,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,No
+8164-OCKUJ,Female,0,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286,No
+3094-JOJAI,Male,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,74.15,1387,No
+9494-MRNYX,Male,0,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.05,786.3,No
+2599-CZABP,Male,0,Yes,No,14,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,44.6,641.25,No
+7945-PRBVF,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.45,705.45,No
+4544-RXFMG,Male,0,Yes,Yes,8,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,43.45,345.5,No
+0859-YGKFW,Male,0,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.05,345.9,No
+1150-FTQGN,Female,0,Yes,Yes,60,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.15,5811.8,No
+9223-UCPVT,Female,0,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,Yes
+7196-LIWRH,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,124.45,No
+5448-VWNAM,Female,0,No,Yes,19,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,No
+1177-XZBJL,Male,0,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,No
+3518-FSTWG,Male,1,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.55,7920.7,No
+9330-VOFSZ,Female,0,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,6640.7,No
+4351-QLCSU,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),55,55,Yes
+0939-EREMR,Female,0,No,Yes,13,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,53.45,718.1,No
+9389-ACWBI,Female,0,Yes,Yes,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.95,320.4,No
+5419-JPRRN,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.45,101.45,Yes
+3644-QXEHN,Male,0,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97,1334.45,No
+2911-IJORQ,Male,0,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),90.6,3358.65,No
+5921-NGYRH,Male,0,Yes,No,64,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,73.55,4764,No
+2100-BDNSN,Female,0,Yes,No,5,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),67.95,350.3,Yes
+5998-DZLYR,Female,0,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),94.35,5703,No
+0488-GSLFR,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.5,69.5,Yes
+9318-NKNFC,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,18.85,18.85,Yes
+3985-HOYPM,Male,0,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,525.55,No
+9728-FTTVZ,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes
+9548-LERKT,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,483.15,No
+6576-FBXOJ,Male,0,Yes,No,17,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,54.6,934.8,No
+4310-KEDTB,Female,0,No,Yes,26,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.8,786.5,No
+7254-IQWOZ,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.65,69.65,Yes
+2474-BRUCM,Male,1,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,Yes
+4062-HBMOS,Male,0,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,No
+0742-NXBGR,Female,0,No,No,1,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.3,82.3,Yes
+2676-ISHSF,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,20.3,No
+9236-NDUCW,Female,0,No,No,21,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Mailed check,35.1,770.4,No
+4753-PADAS,Female,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),105.7,6816.95,No
+6103-QCKFX,Female,0,Yes,Yes,44,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,No
+7781-EWARA,Male,0,Yes,Yes,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.35,4138.7,No
+6110-OHIHY,Male,0,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.25,267.6,Yes
+7018-FPXHH,Male,0,Yes,Yes,56,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Bank transfer (automatic),59.8,3457.45,No
+5889-LFOLL,Female,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.6,1115.2,Yes
+5708-EVONK,Female,0,Yes,Yes,58,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Yes
+8708-XPXHZ,Female,0,Yes,Yes,42,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,4186.3,Yes
+0616-ATFGB,Male,1,Yes,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.05,25.05,Yes
+0572-ZJKLT,Female,0,Yes,Yes,46,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,99.65,4630.2,No
+5135-RDDQL,Female,0,Yes,Yes,63,Yes,No,DSL,Yes,No,No,No,No,No,Two year,Yes,Bank transfer (automatic),50.65,3221.25,No
+1353-LJWEM,Male,0,No,No,11,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,60.9,688.5,No
+1794-SWWKL,Male,0,Yes,Yes,15,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,No
+6166-YIPFO,Male,0,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,No
+7016-BPGEU,Female,0,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),25.1,712.85,Yes
+6876-ADESB,Male,0,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,48.95,48.95,Yes
+9332-GYWLO,Female,0,Yes,Yes,6,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,54.85,355.1,No
+1963-SVUCV,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.3,45.3,Yes
+4184-VODJZ,Male,0,Yes,Yes,63,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,Yes,Electronic check,91.35,5764.7,No
+0220-EBGCE,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85.85,167.3,Yes
+1092-WPIVQ,Female,0,Yes,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,428.45,No
+7233-IOQNP,Female,0,Yes,No,43,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34,1505.35,No
+2834-JKOOW,Female,0,No,No,15,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,45.9,693.45,No
+2754-VDLTR,Male,0,No,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.2,930.4,Yes
+2400-FEQME,Male,0,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,1177.95,No
+3190-XFANI,Male,0,No,Yes,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,Yes
+7551-DACSP,Male,0,Yes,Yes,6,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.3,324.25,Yes
+4957-SREEC,Male,0,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,No
+7235-NXZCP,Male,1,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.85,156.4,Yes
+0230-UBYPQ,Male,1,Yes,No,63,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,No
+4923-ADWXJ,Female,0,No,No,25,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,No
+1763-KUAAW,Female,1,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,No
+1104-TNLZA,Male,1,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998,No
+5195-KPUNQ,Female,1,No,No,53,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,No
+0520-FDVVT,Male,0,No,No,35,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),102.35,3626.1,Yes
+3439-GVUSX,Male,0,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No
+1444-VVSGW,Male,0,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,Yes
+5712-PTIWW,Male,0,No,No,2,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,79.85,152.45,Yes
+5949-HGVJL,Female,0,Yes,No,26,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,73.05,1959.5,No
+5203-XEHAX,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,No
+1635-HDGFT,Female,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,No
+3315-TOTBP,Male,0,No,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,76,1130.85,Yes
+8050-XGRVL,Female,0,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Credit card (automatic),54.75,3425.35,No
+6661-HBGWL,Female,1,No,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,Yes
+1518-VOWAV,Female,0,No,No,9,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,74.65,703.55,Yes
+9828-QHFBK,Male,0,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,No
+3908-MKIMJ,Male,1,Yes,No,68,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,Yes,Electronic check,41.95,2965.75,No
+5012-YSPJJ,Male,0,Yes,Yes,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Mailed check,54.35,1647,No
+5909-ECHUI,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.25,56.25,Yes
+1309-BXVOQ,Male,0,Yes,No,21,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.1,2249.95,Yes
+6728-VOIFY,Female,0,Yes,No,63,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,96,6109.75,No
+9317-WZPGV,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Yes
+4891-NLUBA,Female,0,Yes,Yes,61,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.45,3751.15,No
+2856-HYAPG,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,Yes
+8969-PRHFK,Male,0,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,411.25,No
+0661-KQHNK,Female,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19,105.5,No
+8709-KRDVL,Female,0,No,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100,3320.6,No
+4488-PSYCG,Male,0,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.25,327.45,Yes
+1427-VERSM,Female,0,Yes,No,56,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,No
+9801-NOSHQ,Male,0,No,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,No
+6339-YPSAH,Male,0,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.8,704.3,No
+3621-CEOVK,Female,1,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,1369.8,Yes
+6906-ANDWJ,Male,0,Yes,Yes,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Yes
+2159-TURXX,Male,0,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,95.55,No
+1548-FEHVL,Male,0,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.2,6375.2,No
+3795-CAWEX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,No
+6215-NQCPY,Male,0,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,No
+5647-URDKA,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,130.25,No
+2229-DPMBI,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.5,162.15,No
+9626-WEQRM,Female,0,No,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,29.15,110.05,No
+2188-SXWVT,Female,0,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Mailed check,55,1885.15,No
+6258-PVZWJ,Male,0,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.8,6302.85,No
+1094-BKOSX,Female,0,Yes,Yes,45,No,No phone service,DSL,No,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),51,2264.5,No
+6969-MVBAI,Female,1,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.1,816.8,No
+2978-XXSOG,Female,0,No,No,22,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,No
+2342-CKIAO,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,41.2,No
+6953-PBDIN,Male,0,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),72.95,5265.55,No
+3898-BSJYF,Female,0,No,Yes,10,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),73.55,693.3,No
+3938-YFPXD,Male,0,No,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.3,5997.1,No
+7696-AMHOD,Female,0,Yes,Yes,49,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78,3824.2,No
+2453-SAFNS,Female,1,No,No,54,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,No,Mailed check,72.1,3886.05,No
+9558-IHEZX,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),106.75,7283.25,No
+9617-UDPEU,Female,0,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.25,412.55,No
+6340-DACFT,Female,0,Yes,Yes,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1070.25,No
+4955-VCWBI,Female,0,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20,817.95,No
+6813-GZQCG,Female,0,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.65,1171.3,No
+7426-GSWPO,Male,1,No,No,64,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,No
+3389-KTRXV,Female,0,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,625.65,No
+3118-UHVVQ,Female,0,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,No
+1031-IIDEO,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.85,70.85,Yes
+5832-XKAES,Male,0,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Yes
+3205-MXZRA,Male,0,No,No,26,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,No,Credit card (automatic),59.45,1507,No
+4701-AHWMW,Male,0,Yes,No,55,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,Yes
+8317-BVKSO,Male,0,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.05,299.3,No
+5702-KVQRD,Male,0,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,No
+0083-PIVIK,Male,0,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Electronic check,81.25,5567.55,No
+9210-IAHGH,Female,0,No,No,7,Yes,No,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.75,450.8,Yes
+6169-PGNCD,Female,0,No,No,57,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),74.3,4166.35,No
+0023-XUOPT,Female,0,Yes,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Electronic check,94.1,1215.6,Yes
+4592-IWTJI,Female,0,Yes,Yes,3,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),29.7,91.7,Yes
+4909-JOUPP,Male,1,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,No
+4657-FWVFY,Female,0,Yes,Yes,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,No
+2257-BOVXD,Male,0,Yes,No,14,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),66.6,979.5,No
+7729-JTEEC,Male,0,Yes,Yes,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.5,90.05,No
+7632-MNYOY,Male,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),110.9,7432.05,Yes
+6518-LGAOV,Female,0,Yes,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105,4026.4,Yes
+7242-QZLXF,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,25.3,25.3,Yes
+4576-CSAJH,Male,0,No,No,22,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),55.15,1193.05,Yes
+1000-AJSLD,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.1,20.1,Yes
+9696-RMYBA,Male,0,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,No
+8690-UPCZI,Male,0,Yes,Yes,29,Yes,Yes,DSL,Yes,No,No,Yes,Yes,No,One year,No,Bank transfer (automatic),69.05,1958.45,No
+1062-LHZOD,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.9,69.9,Yes
+9770-LXDBK,Female,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,63.15,No
+4086-WITJG,Male,0,Yes,Yes,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1301.1,No
+8344-WFMFH,Male,0,No,Yes,9,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,484.05,No
+9600-NAXZN,Male,0,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528,Yes
+8822-KNBHV,Female,0,No,No,48,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,No
+8404-FYDIB,Male,0,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,No
+2791-SFVEW,Female,0,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,238.15,No
+6457-USBER,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.8,80.8,Yes
+6762-NSODU,Female,0,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,958.15,No
+4662-EKDPQ,Male,0,No,No,2,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Yes
+9248-OJYKK,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,76.45,Yes
+9888-ZCUMM,Male,0,Yes,Yes,64,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,3845.45,No
+3398-FSHON,Female,1,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,91.3,1094.5,Yes
+3319-DWOEP,Male,1,Yes,No,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,Yes
+1074-WVEVG,Female,0,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,1267,No
+9979-RGMZT,Female,0,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,94.05,633.45,No
+6437-UDQJM,Female,1,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,No
+1226-IENZN,Male,1,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,No
+2108-GLPQB,Male,0,Yes,No,25,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),55.55,1405.3,No
+9259-PACGQ,Female,0,Yes,No,34,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,62.65,2274.9,Yes
+4415-IJZTP,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.5,74.5,Yes
+1465-VINDH,Female,0,Yes,Yes,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,Yes
+5474-LAMUQ,Male,0,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.1,533.9,No
+3468-DRVQJ,Female,0,Yes,Yes,10,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,70.3,676.15,No
+1122-YJBCS,Male,0,Yes,No,69,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Credit card (automatic),53.65,3804.4,No
+4990-ALDGW,Male,0,No,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.75,1118.8,No
+4816-OKWNX,Male,0,Yes,Yes,50,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),103.4,5236.4,No
+3315-IKYZQ,Male,0,Yes,Yes,28,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Mailed check,50.8,1386.8,No
+2810-FTLEM,Female,0,No,No,16,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.15,762.25,Yes
+4747-LCAQL,Male,0,No,No,25,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,79,1902,No
+3411-WLRSQ,Female,1,Yes,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,No
+0898-XCGTF,Male,0,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),96.5,5673.7,No
+8006-PYCSW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,No
+8249-THVEC,Male,0,Yes,Yes,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.4,997.75,No
+8722-PRFDV,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),77.55,5574.35,No
+2164-SOQXL,Female,0,Yes,Yes,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,406.05,No
+4020-KIUDI,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,No
+5850-BDWCY,Female,0,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,123.65,No
+2038-YSEZE,Female,0,No,No,29,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,67.45,1801.1,No
+0827-ITJPH,Male,0,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),18.55,689,No
+8799-OXZMD,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,29.75,790.7,No
+1925-TIBLE,Female,0,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.5,582.5,Yes
+1705-GUHPV,Female,0,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.2,1618.2,No
+4779-ZGICK,Male,0,Yes,Yes,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.55,1173.35,No
+0048-PIHNL,Female,0,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,No
+0818-OCPZO,Male,1,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Yes
+3967-KXAPS,Male,0,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),92.3,6719.9,No
+1447-GIQMR,Male,0,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.15,69.15,Yes
+3704-IEAXF,Female,0,Yes,Yes,72,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),53.65,3784,No
+6810-VCAEX,Female,0,No,No,47,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.65,1798.65,No
+0674-EYYZV,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,No
+4480-MBMLB,Female,0,No,No,36,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.8,3886.45,No
+1395-OFUWC,Male,0,Yes,Yes,43,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),29.3,1224.05,No
+0822-QGCXA,Female,1,Yes,No,27,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.85,2310.2,No
+0872-NXJYS,Female,0,No,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.55,723.4,Yes
+2832-KJCRD,Female,0,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.65,3988.5,No
+3588-WSTTJ,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.05,3554.6,No
+4075-WKNIU,Female,0,Yes,Yes,0,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,73.35, ,No
+5090-EMGTC,Female,0,Yes,No,59,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,100.05,6034.85,No
+2346-CZYIL,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,531.6,No
+3798-EPWRR,Female,1,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,43.95,85.1,No
+6258-NGCNG,Male,0,No,No,7,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,23.5,173,No
+4186-ZBUEW,Female,0,No,No,36,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.7,2511.95,No
+5274-XHAKY,Female,0,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,No
+1442-BQPVU,Female,0,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,29.15,357.15,No
+3978-YNKDD,Male,0,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.85,467.5,No
+4940-KHCWD,Female,0,Yes,No,60,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,No
+9412-ARGBX,Female,0,No,Yes,48,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Mailed check,95.5,4627.85,Yes
+1389-CXMLU,Male,1,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,91.05,289.1,Yes
+9589-ABEPT,Male,0,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,Yes,Mailed check,92.45,6460.55,No
+9388-ZEYVT,Male,0,No,No,43,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,No
+0305-SQECB,Female,0,No,Yes,11,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,36.05,402.6,No
+7605-SNLQG,Female,0,Yes,No,45,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,No
+4670-TABXH,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),109.75,7758.9,No
+5561-NWEVX,Female,1,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.2,172.85,Yes
+0064-SUDOG,Female,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,224.5,No
+8561-NMTBD,Female,0,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),112.35,7388.45,No
+5161-XEUVX,Male,0,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Mailed check,94.3,3460.95,No
+8292-FRFZQ,Female,0,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,No
+8591-NXRCV,Female,0,No,No,41,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,No
+7895-VONWT,Female,0,No,No,25,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.25,1293.8,No
+4526-RMTLL,Male,0,Yes,Yes,8,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),76.15,645.8,No
+6253-GNHWH,Female,0,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,71.1,5224.95,No
+4566-NECEV,Male,0,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Electronic check,96.55,500.1,No
+8080-POTJR,Female,0,No,No,30,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),79.3,2427.1,No
+6906-MPARY,Male,0,No,No,40,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,One year,Yes,Credit card (automatic),89.6,3488.15,No
+3662-FXJFO,Female,0,No,No,54,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.5,1035.7,No
+8107-RZLNV,Male,0,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,No
+0516-OOHAR,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799,No
+2027-CWDNU,Male,0,Yes,Yes,18,Yes,No,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,85.6,1601.5,No
+2737-WFVYW,Female,0,No,No,2,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,45.25,85.5,Yes
+9912-OMZDS,Female,0,Yes,Yes,59,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.15,6256.2,No
+3733-ZEECP,Male,0,Yes,Yes,22,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,No
+7878-RTCZG,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No
+2452-MRMZF,Female,1,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.7,1937.4,No
+2272-QAGFO,Female,1,No,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.3,1096.25,Yes
+7103-IPXPJ,Male,0,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,No
+4342-HFXWS,Female,0,Yes,Yes,48,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),69.7,3023.65,No
+3545-CNWRG,Female,0,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,No
+1785-BPHTP,Male,0,Yes,Yes,28,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,85.45,2289.9,No
+4989-LIXVT,Male,1,No,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.9,6503.2,No
+7315-WYOAW,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Electronic check,100.75,1313.25,No
+1173-XZPYF,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,990.3,No
+9850-OWRHQ,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.1,228,Yes
+3768-NLUBH,Male,1,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,Yes
+8676-TRMJS,Male,0,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75,209.1,Yes
+2509-TFPJU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.75,1864.2,No
+9530-GRMJG,Male,0,Yes,Yes,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.1,5979.7,No
+6898-RBTLU,Female,0,Yes,Yes,49,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.3,3902.45,No
+5481-NTDOH,Female,1,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),107.05,7142.5,No
+2068-WWXQZ,Male,0,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,902,No
+7359-SSBJK,Female,1,No,No,64,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,Yes,Credit card (automatic),70.2,4481,Yes
+2061-VVFST,Female,0,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No
+0685-MLYYM,Female,1,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,Yes
+0749-IRGQE,Female,1,Yes,No,13,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,No
+2380-DAMQP,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,115.15,8349.7,No
+2256-YLYLP,Male,0,Yes,Yes,68,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),72.95,4953.25,No
+1272-ILHFG,Male,0,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,No
+0164-XAIRP,Female,0,No,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.55,470.2,No
+5666-CYCYZ,Female,0,No,No,24,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.55,2259.35,No
+4011-ARPHK,Male,0,No,No,27,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.35,1411.35,No
+8182-PNAGI,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),50.25,593.75,Yes
+6365-HITVU,Female,0,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,No
+7558-IMLMT,Male,0,Yes,Yes,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1411.9,No
+9488-FYQAU,Female,0,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.25,6841.4,No
+3590-TCXTB,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,20.35,No
+6994-KERXL,Male,0,No,No,4,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.9,238.5,No
+7957-RYHQD,Female,1,No,No,40,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Yes
+2180-DXNEG,Female,0,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96,1062.1,Yes
+1960-UOTYM,Male,0,Yes,Yes,52,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,79.2,4016.3,No
+2740-JFBOK,Male,0,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,24,226.55,No
+6500-JVEGC,Male,0,No,No,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),101.35,7110.75,No
+5515-AKOAJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.1,5440.9,Yes
+8976-OQHGT,Female,0,Yes,Yes,4,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,Yes
+5245-VDBUR,Female,0,Yes,No,52,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,35.45,1958.95,No
+6230-BSUXY,Female,1,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,85,85,Yes
+8469-SNFFH,Male,0,Yes,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),79.4,5528.9,No
+2144-ESWKO,Male,0,No,No,43,No,No phone service,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),35.2,1463.7,No
+1241-FPMOF,Male,0,No,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,1025.05,No
+9928-BZVLZ,Female,0,No,No,12,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,No
+4114-QMKVN,Female,0,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),68.75,3815.4,No
+2775-SEFEE,Male,0,No,Yes,0,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),61.9, ,No
+9003-CPATH,Male,0,No,No,42,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,79.9,3313.4,No
+1754-GKYPY,Male,1,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,No
+5294-CDGWY,Male,0,Yes,Yes,51,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,Yes
+7956-XQWGU,Male,0,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.4,460.25,No
+1591-MQJTP,Male,1,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,No
+5295-PCJOO,Male,0,No,Yes,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,184.4,Yes
+2369-FEVNO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,19.9,No
+9863-JZAIC,Male,0,No,No,35,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55,2010.55,Yes
+7471-MQPOS,Male,1,Yes,Yes,71,Yes,Yes,DSL,No,Yes,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.9,5139.65,No
+7660-HDPJV,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.2,69.2,Yes
+5115-SQAAU,Female,0,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No
+9845-QOMAD,Male,0,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.75,309.35,No
+7672-VFMXZ,Male,0,Yes,No,57,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,No
+9739-JLPQJ,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),117.5,8670.1,No
+9916-AYHTC,Male,0,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.85,916,No
+3855-ONCAR,Female,0,Yes,Yes,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,78.9,299.75,No
+1488-SYSFC,Male,0,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,No
+7931-PXHFC,Male,0,No,No,38,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Yes
+3990-QYKBE,Male,1,Yes,No,37,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.5,3473.4,Yes
+0970-QXPXW,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No
+3259-KNMRR,Male,1,No,No,57,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.75,4438.2,No
+6120-RJKLU,Female,1,Yes,No,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),79.95,4819.75,No
+9572-WUKSB,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,No
+5893-KCLGT,Female,0,No,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.75,1567,No
+0076-LVEPS,Male,0,No,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45,1242.45,No
+3640-JQGJG,Male,0,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,No
+4919-MOAVT,Male,0,No,Yes,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,220.1,Yes
+1596-OQSPS,Female,0,No,No,11,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,51.1,531.15,No
+9867-XOBQA,Female,0,No,Yes,21,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,No
+9546-KDTRB,Female,0,No,No,19,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),24.7,465.85,No
+3090-HAWSU,Male,0,No,No,61,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),111.6,6876.05,Yes
+9820-RMCQV,Female,0,No,No,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501,Yes
+3174-RKMOW,Male,0,Yes,Yes,35,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,109.95,3782.4,No
+1760-CAZHT,Male,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,460.2,No
+7839-QRKXN,Female,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes
+8441-SHIPE,Female,0,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1790.35,No
+5204-QZXPU,Male,0,No,No,19,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.65,733.35,Yes
+4597-ELFTS,Male,0,No,No,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,24.9,1334,Yes
+1320-GVNHT,Male,0,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),108.4,7767.25,No
+1047-RNXZV,Male,0,No,No,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.55,876.15,No
+3541-ZNUHK,Female,0,Yes,Yes,55,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,85.1,4600.95,No
+8450-JOVAH,Male,0,Yes,Yes,2,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,56.7,113.55,Yes
+8725-JEDFD,Male,0,No,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,No
+7562-UXTPG,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.15,886.7,No
+8071-SBTRN,Female,0,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Mailed check,111.15,7737.55,No
+1113-IUJYX,Female,0,Yes,No,14,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,No,Mailed check,105.95,1348.9,Yes
+6668-CNMFP,Female,0,Yes,Yes,19,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),89.35,1686.85,No
+5626-MGTUK,Female,0,No,No,20,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,No
+5681-LLOEI,Male,0,Yes,Yes,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,No
+8212-DJRCH,Male,0,Yes,Yes,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,90.35,434.5,No
+4323-OHFOW,Female,1,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),105.55,7195.35,No
+4933-BSAIP,Female,0,Yes,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.1,780.1,No
+2030-BTZRO,Male,0,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.4,107.6,No
+1116-DXXDF,Male,0,No,No,39,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,100.45,3801.7,No
+9274-CNFMO,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,Yes
+7758-XKCBS,Male,0,No,No,15,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.7,438.25,Yes
+8992-JQYUN,Male,0,Yes,No,1,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,50.35,Yes
+6563-VNPMN,Female,1,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,No
+0617-AQNWT,Female,0,Yes,No,64,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,47.85,3147.5,Yes
+2267-WTPYD,Female,1,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),94,5438.95,No
+0270-THENM,Male,0,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),69.85,5102.35,No
+2446-PLQVO,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.3,70.3,Yes
+4707-MAXGU,Male,0,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,No
+2710-WYVXG,Female,0,No,No,3,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Two year,No,Mailed check,71.1,213.35,No
+3005-NFMTA,Male,1,No,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.8,5617.75,Yes
+6300-BWMJX,Female,0,Yes,No,59,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Electronic check,93.35,5386.5,No
+8784-CGILN,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,Yes
+5389-FFVKB,Male,1,Yes,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Yes
+7009-LGECI,Female,0,No,No,4,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,No
+8444-WRIDW,Female,1,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Yes
+5022-KVDQT,Male,0,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,No
+7976-CICYS,Male,0,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.7,83.75,No
+1036-GUDCL,Male,0,Yes,Yes,60,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,No
+2005-DWQZJ,Female,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.05,201.7,No
+8148-WOCMK,Male,0,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.6,125,No
+7815-PDTHL,Male,0,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,684.4,No
+9451-LPGOO,Male,0,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,Yes
+9173-IVZVP,Female,0,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,No
+9129-UXERG,Female,1,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,No
+3635-JBPSG,Female,0,No,No,15,No,No phone service,DSL,No,Yes,No,No,No,Yes,Two year,Yes,Mailed check,38.8,603,No
+7964-ZRKKG,Male,0,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),88.4,5798.3,No
+5868-YWPDW,Male,1,Yes,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,Yes
+6229-LSCKB,Male,1,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,497.6,No
+2025-JKFWI,Male,0,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99,1301.7,Yes
+4078-SAYYN,Female,0,No,No,11,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.75,1129.75,Yes
+1724-IQWNM,Male,0,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,No
+8217-QYOHV,Male,0,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.75,266.95,No
+5546-QUERU,Male,0,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.95,257,No
+9940-HPQPG,Female,0,Yes,No,9,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Yes
+6897-UUBNU,Male,0,No,No,29,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,No
+6127-IYJOZ,Male,1,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.85,45.85,No
+6618-RYATB,Female,0,No,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.55,79.55,Yes
+8930-XOTDP,Female,0,Yes,Yes,18,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,No
+5916-QEWPT,Female,0,Yes,No,2,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),69,147.8,No
+5060-TQUQN,Male,0,Yes,Yes,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,No
+0531-XBKMM,Male,0,No,Yes,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.7,4378.9,No
+8465-SBRXP,Male,0,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,No
+2408-PSJVE,Male,0,Yes,Yes,44,Yes,No,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,61.9,2924.05,No
+9079-YEXQJ,Female,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,Yes
+9700-ZCLOT,Male,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20,32.7,No
+8738-JOKAR,Female,0,No,No,42,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,No
+4534-WGCIR,Female,0,Yes,Yes,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,1509.9,No
+1930-WNXSB,Male,0,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,No
+2685-SREOM,Female,0,Yes,Yes,25,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,Yes
+3508-CFVZL,Female,0,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,111.3,7985.9,No
+0402-CQAJN,Female,0,No,No,37,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,Yes
+6692-UDPJC,Female,0,Yes,Yes,14,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,91.65,1301,Yes
+1273-MTETI,Female,1,No,No,4,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,88.85,372.45,Yes
+0657-DOGUM,Female,0,Yes,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,No
+5480-HPRRX,Female,1,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.3,77.75,Yes
+8792-AOROI,Female,0,Yes,No,8,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Two year,No,Mailed check,65.5,564.35,No
+0295-PPHDO,Male,0,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.45,95.45,Yes
+5146-YYFRZ,Male,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.95,1311.75,No
+1195-OIYEJ,Male,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.1,1135.7,Yes
+5906-CVLHP,Female,0,Yes,Yes,45,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.15,2319.8,Yes
+3452-SRFEG,Male,0,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,No
+4070-OKWVH,Female,0,Yes,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,No
+5297-MDOIR,Female,0,Yes,No,63,Yes,No,Fiber optic,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),81.15,5224.5,No
+6369-MCAKO,Female,0,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,No
+4926-UMJZD,Female,0,Yes,No,31,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.2,1498.55,No
+6848-HJTXY,Female,0,Yes,No,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,1208.6,No
+6341-AEVKX,Female,0,Yes,No,62,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.3,6613.65,No
+4501-EQDRN,Female,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Yes
+2990-HWIML,Female,0,No,No,6,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.5,573.3,Yes
+0682-USIXD,Female,0,Yes,No,21,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,86.05,1818.9,No
+6976-BWGLQ,Female,0,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.2,1787.35,No
+7078-NVFAM,Female,0,Yes,Yes,32,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,35.15,1051.05,No
+8065-QBYTO,Female,1,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,One year,Yes,Credit card (automatic),99.65,7181.25,No
+2133-TSRRM,Female,0,No,Yes,34,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,No
+7384-GHBPI,Male,0,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,Yes
+7603-USHJS,Male,0,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Yes
+7234-FECYN,Female,1,No,No,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.35,780.5,Yes
+2511-ALLCS,Female,0,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,821.6,No
+3191-CSNMG,Female,0,Yes,Yes,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.7,239.45,No
+7952-OBOYL,Male,0,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,No
+7470-DYNOE,Male,0,No,No,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,No
+7853-OETYL,Female,0,Yes,No,4,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.05,129.6,No
+1545-ACTAS,Female,0,Yes,Yes,48,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),99.7,4977.2,No
+5876-HZVZM,Female,0,Yes,Yes,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),55.9,365.35,Yes
+1400-MMYXY,Male,1,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,Yes
+5126-RCXYW,Male,0,Yes,Yes,54,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),46,2424.05,No
+3085-QUOZK,Female,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.95,43.95,Yes
+2363-BJLSL,Male,0,No,No,62,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,No
+1956-YIFGE,Male,0,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,No
+3926-CUQZX,Male,0,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,Yes
+7921-LMDFQ,Male,1,No,No,51,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94,4905.75,No
+2925-MXLSX,Female,0,No,No,30,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,No
+5820-PTRYM,Female,1,Yes,No,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014,No
+9609-BENEA,Male,0,Yes,No,35,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,One year,Yes,Electronic check,69,2441.7,No
+6211-WHMYA,Female,1,No,No,64,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,43.85,2751,No
+4459-BBGHE,Male,0,No,Yes,30,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.5,1307.8,No
+9945-PSVIP,Female,0,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,18.7,383.65,No
+1041-RXHRA,Female,0,No,No,41,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Yes
+1750-CSKKM,Male,0,No,Yes,9,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,55.35,449.75,Yes
+9108-EJFJP,Female,0,Yes,No,1,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.55,53.55,No
+0530-IJVDB,Male,0,No,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,114.6,7882.5,No
+0508-SQWPL,Female,0,Yes,Yes,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.1,1087.7,No
+2215-ZAFGX,Male,0,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.5,791.7,No
+8213-TAZPM,Female,0,Yes,Yes,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),108.75,7493.05,No
+7142-HVGBG,Male,1,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103,4414.3,Yes
+1304-SEGFY,Female,0,Yes,No,72,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,Yes,Electronic check,97.85,6841.3,No
+7242-EDTYC,Male,0,No,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.55,819.95,No
+2904-GGUAZ,Female,0,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,No
+8267-ZNYVZ,Female,0,Yes,No,33,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.75,3361.05,Yes
+5136-GFPMB,Male,0,No,No,54,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),89.4,4869.5,No
+2595-KIWPV,Male,0,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,509.3,No
+5243-SAOTC,Male,0,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,No
+9398-MMQTO,Male,0,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,No
+7619-PLRLP,Female,0,Yes,No,53,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),74.1,3833.95,No
+6457-GIRWB,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.35,69.35,Yes
+6508-NJYRO,Male,0,Yes,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,294.95,No
+1450-SKCVI,Female,0,No,No,56,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Yes
+4710-NKCAW,Male,0,Yes,Yes,5,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Credit card (automatic),64.4,316.9,No
+5306-BVTKJ,Male,0,Yes,Yes,48,Yes,No,DSL,No,Yes,Yes,No,No,No,One year,Yes,Credit card (automatic),55.8,2651.2,No
+0357-NVCRI,Female,0,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,No
+5570-PTWEH,Female,0,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Yes
+2371-KFUOG,Male,0,No,No,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,No
+0463-ZSDNT,Male,0,No,No,10,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,No
+6502-MJQAE,Male,0,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes
+6257-DTAYD,Male,0,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),104.15,7365.3,No
+4616-ULAOA,Female,0,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,No
+7693-LCKZL,Male,0,Yes,Yes,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.15,385,Yes
+7746-AWNQW,Female,0,No,No,28,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,No
+5996-EBTKM,Female,0,Yes,Yes,67,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,No
+2758-RNWXS,Male,0,No,No,35,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Electronic check,89.2,3251.3,No
+2314-TNDJQ,Female,0,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),55.65,3880.05,No
+2405-LBMUW,Female,0,Yes,Yes,61,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,No
+3454-JFUBC,Male,1,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20,1396,No
+0032-PGELS,Female,0,Yes,Yes,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Yes
+9039-ZVJDC,Male,0,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.1,53.05,No
+6797-LNAQX,Male,0,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,No,Bank transfer (automatic),98.3,6859.5,Yes
+9013-AQORL,Female,0,No,Yes,48,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,No,Credit card (automatic),45.55,2108.35,No
+2898-MRKPI,Male,0,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,No
+2750-BJLSB,Female,0,No,No,47,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,103.7,4730.6,No
+3648-GZPHF,Male,0,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,No
+2075-RMJIK,Female,0,Yes,Yes,5,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,49.4,232.55,No
+9588-YRFHY,Male,0,No,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.9,1022.6,No
+6394-MFYNG,Female,0,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Yes
+1564-NTYXF,Female,1,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,82,1127.2,Yes
+9364-YKUVW,Male,0,No,No,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.8,309.4,No
+5392-AKEMH,Female,0,No,No,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.05,523.1,No
+2451-YMUXS,Male,1,No,No,67,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),64.55,4250.1,No
+3914-FDRHP,Male,0,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,No
+3078-ZKNTS,Female,0,Yes,Yes,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.75,246.7,No
+1024-KPRBB,Female,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342,No
+4690-PKDQG,Female,1,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.55,3930.6,No
+8155-IBNHG,Female,0,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Yes
+0886-QGENL,Female,1,Yes,No,27,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2754.45,Yes
+9547-ITEFG,Male,0,Yes,Yes,9,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.6,897.75,No
+1264-FUHCX,Female,0,Yes,No,49,No,No phone service,DSL,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),56.3,2780.6,No
+7789-CRUVC,Female,1,Yes,No,61,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,No
+6598-KELSS,Male,0,No,Yes,50,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,No
+8739-WWKDU,Male,1,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.5,2196.15,Yes
+8685-WHQPW,Female,1,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Yes
+4745-LSPLO,Male,0,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,20.5,Yes
+8083-YTZES,Male,0,No,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,265.35,Yes
+7240-FQLHE,Female,1,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,Yes
+6664-FPDAC,Female,1,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.95,6418.9,Yes
+9972-VAFJJ,Female,1,Yes,No,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,94,4871.45,No
+0422-UXFAP,Female,0,Yes,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,98.85,4947.55,No
+1904-WAJAA,Female,0,Yes,Yes,24,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Electronic check,64.35,1558.65,No
+5130-YPIRV,Female,0,Yes,No,62,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),72,4284.2,No
+2843-CQMEG,Male,0,No,No,24,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.7,1218.25,No
+6439-PKTRR,Female,0,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Electronic check,80.7,5617.95,No
+5351-QESIO,Male,0,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.2,24.2,No
+0786-VSSUD,Male,1,No,No,16,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Mailed check,39,679.85,Yes
+5568-DMXZS,Female,0,No,No,8,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,65.45,554.45,No
+8468-FZTOE,Female,0,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Electronic check,74.35,5237.4,No
+6633-SYEUS,Female,0,No,No,23,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,No
+6447-GORXK,Male,0,No,Yes,31,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),25,789.2,No
+6967-PEJLL,Male,0,Yes,Yes,37,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,No
+3976-BWUCK,Female,0,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,Yes
+5981-ZVXOT,Female,1,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.35,3726.15,No
+1684-FLBGS,Female,0,Yes,Yes,23,Yes,Yes,DSL,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,No
+1389-WNUIB,Female,0,Yes,Yes,20,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76,1588.75,No
+0376-OIWME,Male,0,Yes,No,36,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.6,3366.05,No
+3585-ISXZP,Female,0,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),95.65,778.1,Yes
+0218-QNVAS,Male,0,Yes,Yes,71,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),100.55,7113.75,No
+6583-QGCSI,Female,1,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,Yes
+0804-YGEQV,Female,0,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,993.15,No
+7164-BPTUT,Male,0,No,Yes,57,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.55,5012.35,No
+4174-LPGTI,Female,0,Yes,Yes,41,Yes,No,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),66.5,2728.6,Yes
+2523-EWWZL,Female,0,Yes,No,27,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.1,2093.4,No
+0928-XUTSN,Female,0,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.5,1011.8,No
+2108-XWMPY,Male,0,No,No,3,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,35.45,106.85,Yes
+0052-YNYOT,Female,0,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,No
+6304-IJFSQ,Male,0,No,No,3,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,49.9,130.1,Yes
+9586-JGQKH,Female,0,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.4,6794.75,No
+4501-VCPFK,Male,0,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,35.75,1022.5,No
+6075-SLNIL,Male,0,No,No,38,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,No
+9347-AERRL,Male,0,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.3,486.2,No
+0093-XWZFY,Male,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,Yes
+2274-XUATA,Male,1,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),63.1,4685.55,No
+1980-KXVPM,Female,1,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Yes
+7703-ZEKEF,Male,0,No,No,23,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81,1917.1,Yes
+0723-DRCLG,Female,1,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Yes
+5482-NUPNA,Female,0,No,No,4,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Mailed check,60.4,272.15,Yes
+6691-CCIHA,Female,0,Yes,No,62,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,84.95,5150.55,No
+1685-BQULA,Female,0,No,No,40,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,No
+9053-EJUNL,Male,0,No,No,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,3645.75,No
+0666-UXTJO,Male,1,Yes,No,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,No
+1471-GIQKQ,Female,0,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,49.95,49.95,No
+4807-IZYOZ,Female,0,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,No
+1122-JWTJW,Male,0,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.65,70.65,Yes
+9710-NJERN,Female,0,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,826,No
+9837-FWLCH,Male,0,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239,No
+1699-HPSBG,Male,0,No,No,12,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,Yes
+7203-OYKCT,Male,0,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,No
+1035-IPQPU,Female,1,Yes,No,63,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.5,6479.4,No
+7398-LXGYX,Male,0,Yes,No,44,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,No
+2823-LKABH,Female,0,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,No
+8775-CEBBJ,Female,0,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,Yes
+0550-DCXLH,Male,0,No,No,13,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Month-to-month,No,Mailed check,73.35,931.55,No
+9281-CEDRU,Female,0,Yes,No,68,Yes,No,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),64.1,4326.25,No
+2235-DWLJU,Female,1,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,44.4,263.05,No
+0871-OPBXW,Female,0,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,39.25,No
+3605-JISKB,Male,1,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),60,3316.1,No
+6894-LFHLY,Male,1,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.75,75.75,Yes
+9767-FFLEM,Male,0,No,No,38,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,No
+0639-TSIQW,Female,0,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,Yes
+8456-QDAVC,Male,0,No,No,19,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,No
+7750-EYXWZ,Female,0,No,No,12,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,No,Electronic check,60.65,743.3,No
+2569-WGERO,Female,0,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),21.15,1419.4,No
+6840-RESVB,Male,0,Yes,Yes,24,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,84.8,1990.5,No
+2234-XADUH,Female,0,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,No
+4801-JZAZL,Female,0,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,No
+8361-LTMKD,Male,1,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.4,306.6,Yes
+3186-AJIEK,Male,0,No,No,66,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.65,6844.5,No