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Telco_prepped.csv
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Telco_prepped.csv
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,CustomerID,City,Zip Code,Latitude,Longitude,Gender,Senior Citizen,Partner,Dependents,Tenure Months,Phone Service,Multiple Lines,Internet Service,Online Security,Online Backup,Device Protection,Tech Support,Streaming TV,Streaming Movies,Contract,Paperless Billing,Payment Method,Monthly Charges,Total Charges,Churn Value
0,8668-KNZTI,Sacramento,95834,38.646209,-121.52446,Male,False,False,False,52,True,False,DSL,True,False,True,False,False,False,One year,False,Electronic check,53.75,2790.65,False
1,1099-BTKWT,Mission Viejo,92692,33.60693,-117.644253,Female,False,True,False,68,False,No phone service,DSL,True,False,True,False,True,True,One year,True,Electronic check,54.4,3723.65,False
2,1536-YHDOE,Round Mountain,96084,40.923558,-122.059933,Male,False,True,True,17,True,True,DSL,True,False,False,True,False,False,One year,True,Mailed check,62.1,1096.65,False
3,7048-GXDAY,Fresno,93705,36.78724,-119.827813,Male,False,False,False,39,True,True,Fiber optic,True,True,False,False,True,True,Month-to-month,True,Electronic check,106.4,4040.65,False
4,9575-IWCAZ,Valencia,91354,34.457005,-118.573726,Male,False,True,False,6,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,25.1,171,False
5,1027-LKKQQ,Plymouth,95669,38.489273,-120.891614,Female,False,True,True,72,True,False,DSL,True,False,True,True,True,True,Two year,True,Bank transfer (automatic),80.45,5886.85,False
6,5442-BHQNG,Brooks,95606,38.809804,-122.241383,Female,False,False,False,2,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Electronic check,70.35,139.25,False
7,1552-CZCLL,Descanso,91916,32.912664,-116.635387,Female,False,True,True,55,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),20.0,1087.25,False
8,3768-VHXQO,Redondo Beach,90278,33.873395,-118.37019,Male,False,True,False,67,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),24.85,1583.5,False
9,6416-JNVRK,Gardena,90248,33.876482,-118.284077,Female,False,False,False,46,True,False,DSL,False,False,False,False,False,True,One year,False,Credit card (automatic),55.65,2688.85,False
10,4749-OJKQU,San Jose,95132,37.424655,-121.74841,Female,False,False,False,4,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,75.65,302.35,False
11,7036-ZZKBD,Lincoln,95648,38.922812,-121.312005,Male,False,True,False,31,True,False,DSL,False,False,True,True,False,True,Month-to-month,True,Credit card (automatic),66.4,2019.8,False
12,9314-QDMDW,Los Alamos,93440,34.758699,-120.275839,Male,False,False,False,11,True,False,DSL,False,True,False,False,True,False,One year,True,Electronic check,61.25,729.95,False
13,7089-XXAYG,Rocklin,95677,38.7904,-121.236973,Male,False,True,False,25,False,No phone service,DSL,False,False,True,False,True,False,One year,True,Credit card (automatic),38.1,970.4,False
14,1100-DDVRV,Twain Harte,95383,38.107441,-120.230625,Male,False,True,False,17,False,No phone service,DSL,False,True,False,False,True,True,Month-to-month,True,Mailed check,49.8,836.35,False
15,4020-KIUDI,Los Angeles,90044,33.952714,-118.292061,Male,False,True,True,6,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),19.85,138.85,False
16,8434-VGEQQ,Guadalupe,93434,34.936,-120.594655,Male,False,True,False,61,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.55,1305.95,False
17,8033-VCZGH,Tracy,95376,37.680968,-121.446049,Male,False,True,False,50,True,True,Fiber optic,True,False,True,False,True,True,One year,True,Electronic check,103.95,5231.3,False
18,2065-MMKGR,Diamond Springs,95619,38.683605,-120.811852,Female,False,False,False,29,True,True,DSL,False,False,False,False,True,True,One year,True,Credit card (automatic),71.0,2080.1,False
19,5947-SGKCL,San Marino,91108,34.122671,-118.112911,Female,False,True,True,15,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Bank transfer (automatic),105.35,1559.25,False
20,6671-NGWON,Dillon Beach,94929,38.24458,-122.956268,Female,False,False,False,7,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.35,150.6,False
21,9848-JQJTX,Venice,90291,33.991782,-118.479229,Male,False,False,False,72,True,True,Fiber optic,False,True,True,False,True,True,Two year,True,Bank transfer (automatic),100.9,7459.05,False
22,9932-WBWIK,Lake Isabella,93240,35.607875,-118.466318,Male,False,False,False,11,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.35,215.25,False
23,2209-XADXF,Willow Creek,95573,40.949012,-123.655847,Female,False,False,False,1,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,False,Bank transfer (automatic),25.25,25.25,False
24,6096-EGVTU,San Jose,95120,37.186141,-121.843554,Female,False,True,True,64,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,24.9,1595.5,False
25,2791-SFVEW,Los Angeles,90013,34.044639,-118.240413,Female,False,False,False,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),20.15,238.15,False
26,8857-CUPFQ,Wallace,95254,38.192608,-120.957842,Male,False,True,False,63,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.25,1237.65,False
27,0793-TWELN,Los Angeles,90026,34.078991,-118.263804,Female,False,False,False,4,True,True,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Electronic check,80.15,319.85,False
28,3761-FLYZI,Los Angeles,90011,34.00709,-118.258681,Female,True,True,False,65,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Bank transfer (automatic),108.8,7082.45,False
29,9584-EXCDZ,San Francisco,94103,37.773147,-122.411287,Female,False,False,False,17,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Bank transfer (automatic),70.5,1165.6,False
30,5968-VXZLG,Calabasas,91302,34.130861,-118.68346,Male,False,False,False,2,True,False,DSL,False,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),46.6,87.9,False
31,5666-MBJPT,Bakersfield,93304,35.339796,-119.023552,Male,False,False,False,65,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),25.1,1725,False
32,4868-AADLV,Durham,95938,39.607831,-121.777959,Male,True,True,True,66,True,True,Fiber optic,True,True,True,True,True,True,One year,True,Electronic check,116.25,7862.25,False
33,0993-OSGPT,Junction City,96048,40.913192,-123.06597,Female,True,True,False,68,True,False,DSL,False,True,True,True,False,False,One year,True,Bank transfer (automatic),60.65,3975.9,False
34,6508-NJYRO,Carlsbad,92009,33.098018,-117.258203,Male,False,True,False,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,18.8,294.95,False
35,2676-ISHSF,Anderson,96007,40.448632,-122.306657,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.3,20.3,False
36,9800-OUIGR,Oakland,94607,37.80707,-122.297401,Male,False,True,True,66,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.0,1374.2,False
37,4742-TXUEX,Rialto,92376,34.109775,-117.378904,Female,False,True,True,47,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),19.3,890.5,False
38,4012-ZTHBR,Kneeland,95549,40.664483,-123.865325,Female,False,True,True,21,True,False,DSL,False,False,False,False,False,False,Month-to-month,True,Electronic check,44.95,926.25,False
39,2207-QPJED,Somes Bar,95568,41.444606,-123.471895,Female,True,True,False,37,True,False,Fiber optic,False,False,True,True,True,False,Month-to-month,False,Electronic check,90.0,3371.75,False
40,3230-IUALN,Eureka,95501,40.796621,-124.15428,Female,False,True,False,45,True,False,DSL,True,False,True,True,True,True,Two year,True,Mailed check,81.0,3533.6,False
41,1110-KYLGQ,Campbell,95008,37.279689,-121.954567,Female,False,False,False,63,True,True,Fiber optic,True,True,True,False,True,True,Month-to-month,False,Credit card (automatic),108.25,6780.1,False
42,6848-HJTXY,Ontario,91761,34.035602,-117.591528,Female,False,True,False,64,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.45,1208.6,False
43,0422-OHQHQ,Fresno,93722,36.78979,-119.929894,Female,False,True,False,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.55,295.95,False
44,3969-GYXEL,Berkeley,94708,37.897743,-122.263124,Female,False,False,False,11,True,False,Fiber optic,True,False,False,False,False,False,Month-to-month,False,Electronic check,76.4,838.7,False
45,2077-DDHJK,Goleta,93117,34.489983,-120.091246,Female,False,True,False,68,True,True,DSL,True,True,True,True,False,False,Two year,False,Credit card (automatic),70.9,4911.35,False
46,5153-LXKDT,Danville,94506,37.791481,-121.903253,Male,False,True,True,68,True,True,Fiber optic,True,True,True,False,True,True,Two year,True,Electronic check,110.2,7467.5,False
47,9518-IMLHK,Sacramento,95820,38.53508,-121.444144,Male,False,False,False,31,True,False,DSL,True,True,True,True,True,False,Month-to-month,True,Bank transfer (automatic),72.45,2156.25,False
48,6266-QHOJZ,Lomita,90717,33.794209,-118.317354,Female,False,False,False,65,True,True,Fiber optic,True,True,False,True,False,False,One year,True,Electronic check,89.85,5844.65,False
49,6837-HAEVO,Moreno Valley,92551,33.88274,-117.224878,Male,False,True,True,69,True,True,Fiber optic,False,True,True,False,True,True,Two year,True,Electronic check,105.0,7297.75,False
50,2333-KWEWW,Fresno,93721,36.732694,-119.783786,Male,False,False,False,18,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.05,388.6,False
51,0943-ZQPXH,Vacaville,95688,38.419088,-122.024568,Male,False,True,True,44,True,False,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Bank transfer (automatic),92.95,4122.9,False
52,5795-BKOYE,Sacramento,95837,38.691607,-121.602284,Female,False,True,True,69,True,False,DSL,False,True,True,True,False,False,One year,False,Bank transfer (automatic),59.1,4134.7,False
53,6625-IUTTT,Fremont,94536,37.572273,-121.964583,Male,False,False,False,67,True,False,DSL,True,False,True,False,False,True,Two year,False,Bank transfer (automatic),65.55,4361.55,False
54,6416-YJTTB,Downieville,95936,39.578792,-120.780786,Male,False,False,False,11,True,False,Fiber optic,True,False,True,False,False,False,Month-to-month,True,Bank transfer (automatic),79.5,795.65,False
55,5627-TVBPP,Big Bear Lake,92315,34.242058,-116.89802,Female,False,False,True,35,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Credit card (automatic),20.1,644.5,False
56,6549-YMFAW,Los Olivos,93441,34.70434,-120.02609,Male,True,True,False,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,21.25,204.55,False
57,1088-CNNKB,Campbell,95008,37.279689,-121.954567,Male,False,True,False,63,True,True,DSL,True,True,True,True,False,True,One year,False,Credit card (automatic),80.0,5040.2,False
58,8328-SKJNO,Seeley,92273,32.790282,-115.689559,Male,False,False,True,23,False,No phone service,DSL,True,True,False,True,False,False,One year,False,Bank transfer (automatic),40.65,947.4,False
59,3552-CTCYF,San Bernardino,92411,34.122501,-117.320138,Male,False,True,True,63,True,True,Fiber optic,False,True,True,False,True,True,Two year,True,Bank transfer (automatic),104.8,6597.25,False
60,3705-RHRFR,Ukiah,95482,39.134075,-123.23422,Female,False,True,False,69,True,True,Fiber optic,True,False,False,False,True,True,Two year,False,Bank transfer (automatic),99.15,6875.35,False
61,6303-KFWSL,Los Angeles,90071,34.052917,-118.255178,Female,False,False,False,29,True,True,DSL,False,True,False,False,False,False,One year,True,Electronic check,55.25,1620.2,False
62,1060-ENTOF,Los Angeles,90028,34.099869,-118.326843,Female,True,True,False,67,True,True,Fiber optic,True,True,True,True,False,True,One year,True,Credit card (automatic),105.4,7035.6,False
63,3800-LYTRK,Point Reyes Station,94956,38.060264,-122.830646,Female,False,False,False,14,True,False,DSL,True,False,False,True,False,False,One year,False,Mailed check,55.7,795.15,False
64,2946-KIQSP,Crescent City,95531,41.701223,-124.003393,Female,False,False,False,35,False,No phone service,DSL,False,False,True,True,False,False,Month-to-month,True,Mailed check,33.45,1175.85,False
65,8727-JQFHV,Dunsmuir,96025,41.212695,-122.392067,Male,False,True,True,57,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.75,1123.15,False
66,6727-IOTLZ,Pasadena,91101,34.146635,-118.139225,Male,False,True,False,14,True,False,DSL,False,True,True,True,True,True,Two year,False,Mailed check,81.95,1181.75,False
67,7321-VGNKU,Paskenta,96074,39.884395,-122.587513,Female,False,True,False,2,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,70.35,120.25,False
68,3572-UOLYZ,San Jose,95118,37.255479,-121.889838,Female,False,False,True,46,True,True,Fiber optic,False,False,True,True,False,False,Month-to-month,True,Bank transfer (automatic),84.8,3958.85,False
69,6300-BWMJX,Valencia,91355,34.43987,-118.644609,Female,False,True,False,59,True,True,Fiber optic,False,False,True,True,True,False,Month-to-month,False,Electronic check,93.35,5386.5,False
70,3662-FXJFO,Redondo Beach,90278,33.873395,-118.37019,Female,False,False,False,54,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,20.5,1035.7,False
71,7619-PLRLP,Cardiff By The Sea,92007,33.015866,-117.272254,Female,False,True,False,53,True,True,DSL,True,True,True,False,False,True,One year,False,Bank transfer (automatic),74.1,3833.95,False
72,0314-TKOSI,Upland,91784,34.141146,-117.655583,Female,False,False,False,6,True,False,DSL,True,True,False,False,False,False,Month-to-month,False,Mailed check,55.15,322.9,False
73,6614-YWYSC,Sultana,93666,36.545353,-119.338535,Male,True,True,False,61,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),25.0,1501.75,False
74,7203-OYKCT,Palo Verde,92266,33.3249,-114.758334,Male,False,False,False,72,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Electronic check,104.95,7544.3,False
75,6202-DYYFX,West Covina,91792,34.024405,-117.898722,Female,False,False,False,22,True,True,Fiber optic,False,False,False,False,False,False,One year,True,Credit card (automatic),76.0,1783.6,False
76,5649-RXQTV,Alderpoint,95511,40.166028,-123.584144,Male,False,False,False,51,True,False,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,99.0,5038.15,False
77,7633-MVPUY,Diamond Bar,91765,33.992416,-117.807874,Male,False,True,False,57,True,False,DSL,True,True,False,True,False,False,Two year,True,Electronic check,59.75,3450.15,False
78,8868-GAGIO,Sunnyvale,94089,37.421633,-122.009613,Male,False,True,False,45,True,True,Fiber optic,True,False,True,False,False,False,Month-to-month,True,Mailed check,84.55,3713.95,False
79,4536-PLEQY,Los Angeles,90058,34.001617,-118.222274,Male,False,True,False,12,True,False,Fiber optic,False,True,False,False,False,True,Month-to-month,True,Credit card (automatic),85.05,999.8,False
80,5360-LJCNJ,Tracy,95376,37.680968,-121.446049,Female,False,True,False,71,True,True,Fiber optic,False,True,True,False,True,True,Two year,True,Bank transfer (automatic),105.15,7555,False
81,2786-GCDPI,Pioneertown,92268,34.201108,-116.593456,Female,True,False,False,50,True,True,Fiber optic,False,False,True,True,True,True,Month-to-month,True,Electronic check,104.95,5222.35,False
82,2371-KFUOG,Escondido,92025,33.081478,-117.033814,Male,False,False,False,58,True,False,Fiber optic,True,True,False,False,True,True,One year,False,Bank transfer (automatic),99.15,5720.95,False
83,8433-WPJTV,French Camp,95231,37.873283,-121.292034,Female,True,True,True,65,True,True,Fiber optic,False,False,True,True,True,True,One year,True,Bank transfer (automatic),103.9,6767.1,False
84,1635-NZATJ,Alameda,94501,37.774633,-122.274434,Male,True,True,False,71,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),25.45,1789.65,False
85,0839-JTCUD,Mission Viejo,92691,33.611945,-117.665867,Female,False,True,False,66,True,True,DSL,True,True,True,True,True,True,Two year,False,Credit card (automatic),89.9,5958.85,False
86,6701-DHKWQ,Montrose,91020,34.2112,-118.230625,Female,False,True,False,61,False,No phone service,DSL,False,True,True,True,True,False,Two year,False,Credit card (automatic),51.35,3244.4,False
87,1121-QSIVB,Bakersfield,93309,35.342891,-119.064803,Female,False,False,True,44,True,True,DSL,False,True,False,False,True,True,One year,True,Mailed check,77.55,3471.1,False
88,2821-WARNZ,Buena Park,90620,33.845706,-118.012204,Female,False,False,True,49,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),19.45,921.3,False
89,2696-RZVZW,Downey,90242,33.921793,-118.140588,Male,False,True,False,68,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),25.05,1629.2,False
90,2027-CWDNU,Venice,90291,33.991782,-118.479229,Male,False,True,True,18,True,False,Fiber optic,False,False,False,True,False,True,Month-to-month,True,Electronic check,85.6,1601.5,False
91,6484-LATFU,Linden,95236,38.047746,-121.030499,Male,False,False,False,68,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,24.55,1657.4,False
92,6202-JVYEU,Chino,91710,33.990646,-117.663025,Male,False,False,False,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Electronic check,19.9,164.6,False
93,1052-QJIBV,Colfax,95713,39.084645,-120.894014,Female,False,True,True,71,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.9,1397.3,False
94,7375-WMVMT,Wildomar,92595,33.617108,-117.253349,Male,True,True,False,71,True,False,Fiber optic,False,True,True,True,False,True,Two year,True,Credit card (automatic),95.5,6707.15,False
95,8974-OVACP,Yermo,92398,35.013299,-116.834092,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.15,20.15,False
96,1453-RZFON,Cantua Creek,93608,36.488056,-120.407691,Female,False,False,True,1,True,False,DSL,True,False,False,False,False,False,Month-to-month,False,Mailed check,49.9,49.9,False
97,1061-PNTHC,Encinitas,92024,33.054579,-117.25665,Female,False,True,True,56,True,True,Fiber optic,True,False,True,True,True,True,Month-to-month,True,Mailed check,109.6,5953,False
98,6267-DCFFZ,Madeline,96119,41.042003,-120.506086,Female,True,True,False,30,True,True,Fiber optic,False,True,False,False,True,False,Month-to-month,True,Electronic check,90.05,2627.2,False
99,6388-TABGU,Los Angeles,90011,34.00709,-118.258681,Male,False,False,False,62,True,False,DSL,True,True,False,False,False,False,One year,False,Bank transfer (automatic),56.15,3487.95,False
100,5512-IDZEI,Garden Grove,92841,33.786738,-117.982564,Male,False,True,False,46,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Electronic check,24.9,1174.8,False
101,9631-XEYKE,Rialto,92377,34.156758,-117.404686,Male,False,False,False,3,True,True,DSL,False,False,False,False,False,False,Month-to-month,False,Bank transfer (automatic),50.4,137.25,False
102,1905-OEILC,Pebble Beach,93953,36.587497,-121.944815,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,19.5,19.5,False
103,7688-AWMDX,San Diego,92131,32.89325,-117.087091,Male,False,True,False,71,True,False,DSL,True,False,False,True,False,False,Two year,False,Bank transfer (automatic),54.5,3778.2,False
104,2361-UPSND,Herlong,96113,40.198234,-120.18089,Female,False,True,False,46,True,False,DSL,True,True,False,True,False,True,One year,False,Mailed check,70.6,3231.05,False
105,6016-LVTJQ,Long Beach,90805,33.864622,-118.179626,Female,False,True,True,34,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.65,716.4,False
106,4194-WHFCB,Aromas,95004,36.878364,-121.629781,Female,False,True,True,59,True,True,Fiber optic,False,True,False,True,False,True,Month-to-month,True,Bank transfer (automatic),96.65,5580.8,False
107,7610-TVOPG,West Point,95255,38.41935,-120.469545,Male,False,False,False,15,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,26.35,378.6,False
108,5566-SOEZD,Madeline,96119,41.042003,-120.506086,Male,False,True,True,27,True,False,Fiber optic,True,True,False,False,False,False,One year,True,Credit card (automatic),80.65,2209.75,False
109,9866-OCCKE,San Diego,92114,32.707892,-117.05512,Female,True,True,False,72,True,True,Fiber optic,True,False,True,True,True,True,Two year,True,Mailed check,109.75,8075.35,False
110,7995-ZHHNZ,Fullerton,92832,33.868316,-117.929029,Male,False,True,False,42,True,True,DSL,True,False,False,False,False,False,One year,False,Credit card (automatic),56.1,2386.85,False
111,8123-QBNAZ,Scott Bar,96085,41.737962,-123.07557,Female,False,True,True,36,True,True,Fiber optic,True,False,True,False,True,True,Month-to-month,True,Credit card (automatic),104.5,3684.95,False
112,0496-AHOOK,Bangor,95914,39.396585,-121.38029,Male,False,True,False,24,True,False,DSL,True,False,False,True,True,True,One year,False,Bank transfer (automatic),74.4,1712.9,False
113,4531-AUZNK,Oakland,94610,37.808731,-122.238708,Female,False,True,True,51,True,True,Fiber optic,True,False,False,True,True,False,One year,True,Mailed check,95.15,5000.05,False
114,1614-JBEBI,Georgetown,95634,38.9386,-120.785514,Female,False,False,False,8,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,20.7,137.6,False
115,8118-TJAFG,Gardena,90247,33.890853,-118.297967,Male,False,True,True,9,True,False,Fiber optic,False,True,False,True,True,True,Month-to-month,True,Electronic check,101.5,906.85,False
116,6234-RAAPL,Los Angeles,90038,34.088017,-118.327168,Female,False,True,False,72,True,True,Fiber optic,True,True,False,True,True,False,Two year,False,Bank transfer (automatic),99.9,7251.7,False
117,4360-PNRQB,Yucca Valley,92284,34.159534,-116.425984,Male,False,False,False,18,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),75.6,1395.05,False
118,8152-UOBNY,Mineral,96063,40.408796,-121.579609,Female,True,False,False,50,True,True,Fiber optic,False,True,False,True,True,True,One year,True,Electronic check,106.8,5347.95,False
119,0253-ZTEOB,Los Angeles,90004,34.076259,-118.310715,Female,False,True,True,48,True,True,DSL,False,True,False,True,True,True,Two year,False,Electronic check,79.65,3870.3,False
120,3982-DQLUS,Sunland,91040,34.282704,-118.312929,Male,True,True,True,65,True,True,Fiber optic,True,True,False,False,False,False,Month-to-month,True,Electronic check,85.75,5688.45,False
121,6630-UJZMY,Palo Alto,94306,37.416159,-122.131337,Female,True,True,False,4,True,True,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Electronic check,83.25,308.05,False
122,7449-HVPIV,Chula Vista,91913,32.64164,-116.985026,Male,False,True,True,55,True,True,Fiber optic,False,False,True,False,True,False,Month-to-month,True,Credit card (automatic),90.4,5099.15,False
123,8757-TFHHJ,San Jose,95128,37.316146,-121.936285,Male,False,False,False,1,True,False,DSL,True,False,False,False,False,False,Month-to-month,True,Credit card (automatic),49.8,49.8,False
124,8095-WANWK,Kettleman City,93239,35.996923,-120.000951,Female,False,False,False,10,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,45.25,428.7,False
125,0906-QVPMS,Monterey,93940,36.362741,-121.869685,Male,False,True,False,72,True,True,Fiber optic,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),115.15,8349.45,False
126,2027-WKXMW,Montara,94037,37.540582,-122.509594,Female,False,True,False,63,True,True,Fiber optic,False,True,True,True,True,True,Month-to-month,True,Electronic check,108.75,6871.7,False
127,1564-HJUVY,Modesto,95354,37.639029,-120.964772,Male,False,False,False,4,True,False,DSL,False,True,False,True,True,False,Month-to-month,True,Bank transfer (automatic),63.75,226.2,False
128,5760-IFJOZ,Richgrove,93261,35.809921,-119.127437,Male,False,False,False,3,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,False,Mailed check,107.95,313.6,False
129,2773-OVBPK,Orange,92865,33.828779,-117.848299,Male,False,True,False,67,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Bank transfer (automatic),111.3,7567.2,False
130,7398-LXGYX,Pioneertown,92268,34.201108,-116.593456,Male,False,True,False,44,True,True,Fiber optic,True,False,True,False,False,False,Month-to-month,True,Credit card (automatic),84.8,3626.35,False
131,6896-SRVYQ,Camino,95709,38.748316,-120.675512,Male,True,False,False,44,True,False,Fiber optic,False,False,True,False,False,False,Month-to-month,False,Electronic check,73.85,3122.4,False
132,1539-LNKHM,Orange Cove,93646,36.633498,-119.298895,Female,False,False,False,12,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.4,266.6,False
133,7005-CYUIL,Laytonville,95454,39.806141,-123.531098,Female,True,True,False,71,True,False,Fiber optic,True,True,True,True,True,False,Two year,True,Electronic check,99.4,7168.25,False
134,3955-JBZZM,Hermosa Beach,90254,33.86532,-118.396336,Male,False,False,False,20,True,False,Fiber optic,False,False,False,False,True,False,Month-to-month,False,Electronic check,78.8,1641.3,False
135,3427-GGZZI,Midpines,95345,37.581496,-119.972762,Female,False,True,False,19,True,True,Fiber optic,False,True,False,False,False,True,Month-to-month,True,Electronic check,89.1,1620.8,False
136,6082-OQFBA,Victorville,92394,34.567058,-117.362329,Male,False,True,False,23,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.65,436.9,False
137,9391-YZEJW,Mountain View,94043,37.419725,-122.062947,Female,False,False,False,62,True,True,Fiber optic,False,False,False,False,True,True,One year,True,Bank transfer (automatic),94.0,5757.2,False
138,6574-MCOEH,Escondido,92026,33.21846,-117.116916,Female,False,True,True,33,True,True,DSL,False,False,True,True,True,True,One year,True,Electronic check,79.15,2531.4,False
139,6854-EXGSF,Mt Baldy,91759,34.231318,-117.662032,Female,False,False,False,8,True,True,DSL,True,True,True,False,False,False,Month-to-month,True,Bank transfer (automatic),65.5,573.15,False
140,7427-AUFPY,Hamilton City,95951,39.732767,-122.042298,Male,False,False,False,54,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.65,1008.7,False
141,8952-WCVCD,South Gate,90280,33.944624,-118.192615,Female,False,True,False,41,True,False,Fiber optic,True,True,True,False,True,True,One year,True,Bank transfer (automatic),104.45,4162.05,False
142,4832-VRBMR,Parker Dam,92267,34.273872,-114.192901,Male,True,True,False,65,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Bank transfer (automatic),103.15,6792.45,False
143,3055-OYMSE,Saratoga,95070,37.257772,-122.051824,Female,True,False,False,53,True,False,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Credit card (automatic),73.8,4003.85,False
144,5288-AHOUP,Palm Desert,92260,33.694501,-116.412711,Male,True,False,False,11,True,False,Fiber optic,False,False,False,False,False,True,Month-to-month,True,Electronic check,78.5,874.2,False
145,6838-YAUVY,Petaluma,94952,38.237018,-122.77872,Female,False,False,False,54,True,True,Fiber optic,False,False,True,True,False,True,Two year,True,Bank transfer (automatic),95.1,5064.85,False
146,8064-RAVOH,Oxnard,93030,34.223244,-119.18012,Male,False,False,True,1,True,False,DSL,False,False,True,False,False,False,Month-to-month,True,Electronic check,49.85,49.85,False
147,2378-HTWFW,Newman,95360,37.343846,-121.039391,Male,True,False,False,35,True,True,Fiber optic,True,False,False,False,False,True,Month-to-month,False,Credit card (automatic),91.0,3180.5,False
148,5666-CYCYZ,Montebello,90640,34.015217,-118.109962,Female,False,False,False,24,True,True,Fiber optic,False,False,False,True,False,True,Month-to-month,True,Electronic check,89.55,2259.35,False
149,8778-LMWTJ,River Pines,95675,38.545775,-120.743325,Female,False,False,False,9,True,False,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Electronic check,74.85,708.2,False
150,0581-MDMPW,San Jose,95148,37.339533,-121.777179,Female,False,False,False,24,True,True,Fiber optic,False,False,True,False,True,False,Month-to-month,True,Credit card (automatic),88.95,2072.75,False
151,2996-XAUVF,Needles,92363,34.711224,-114.702256,Male,False,False,False,70,False,No phone service,DSL,False,False,False,True,False,True,Two year,True,Mailed check,40.05,2799.75,False
152,4999-IEZLT,Susanville,96130,40.559177,-120.612113,Male,False,False,False,66,False,No phone service,DSL,False,False,False,True,False,False,One year,False,Credit card (automatic),29.45,1983.15,False
153,2483-XSSMZ,Orinda,94563,37.873916,-122.20522,Female,False,False,False,39,True,False,DSL,True,False,False,False,False,False,One year,True,Electronic check,47.85,1886.4,False
154,7996-BPXHY,San Francisco,94111,37.801776,-122.402293,Female,False,True,True,13,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),25.0,332.5,False
155,4254-QPEDE,Banning,92220,33.936298,-116.849577,Female,False,True,False,52,False,No phone service,DSL,True,True,True,True,True,True,Two year,False,Credit card (automatic),66.25,3330.1,False
156,6898-RBTLU,Whittier,90602,33.972119,-118.020188,Female,False,True,True,49,True,True,DSL,False,True,False,True,True,True,Two year,False,Bank transfer (automatic),79.3,3902.45,False
157,9411-TPQQV,Santa Barbara,93109,34.406256,-119.726936,Female,False,False,False,40,False,No phone service,DSL,True,False,False,True,True,True,One year,True,Bank transfer (automatic),54.55,2236.2,False
158,6746-WAUWT,Salida,95368,37.713152,-121.08739,Male,False,False,False,19,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Credit card (automatic),19.7,386.5,False
159,6116-RFVHN,Roseville,95747,38.784329,-121.373245,Female,False,True,False,34,True,True,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Electronic check,100.45,3414.65,False
160,6227-FBDXH,Essex,92332,34.9436,-115.287901,Male,False,True,False,69,True,True,Fiber optic,False,False,True,False,True,True,One year,False,Bank transfer (automatic),99.5,6841.45,False
161,2805-AUFQN,Traver,93673,36.456091,-119.486225,Female,False,False,False,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.8,475.2,False
162,2669-OIDSD,Long Beach,90810,33.819814,-118.222416,Female,False,True,False,48,True,False,Fiber optic,False,False,True,True,True,True,Month-to-month,True,Credit card (automatic),100.05,4834,False
163,2363-BJLSL,Bonita,91902,32.67117,-117.00232,Male,False,False,False,62,True,False,DSL,False,True,True,True,True,True,Month-to-month,True,Bank transfer (automatic),80.4,4981.15,False
164,6121-TNHBO,Sacramento,95822,38.512569,-121.495184,Female,True,False,False,63,True,True,DSL,True,True,True,True,True,False,One year,False,Bank transfer (automatic),83.0,5243.05,False
165,4423-JWZJN,Springville,93265,36.245926,-118.693138,Male,False,True,True,64,True,True,Fiber optic,False,False,True,False,False,True,One year,False,Credit card (automatic),90.25,5629.15,False
166,3279-DYZQM,Santa Clarita,91350,34.502432,-118.41459,Male,False,True,True,71,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.45,1378.45,False
167,3199-XGZCY,Granada Hills,91344,34.291273,-118.505104,Female,False,False,False,8,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,75.25,576.7,False
168,0506-YLVKJ,Sultana,93666,36.545353,-119.338535,Male,False,True,True,46,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,20.2,917.45,False
169,1080-BWSYE,Irvine,92618,33.667145,-117.732135,Male,True,True,False,64,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),25.65,1740.8,False
170,7581-EBBOU,Volcano,95689,38.481902,-120.603668,Female,False,False,False,60,True,False,DSL,False,True,True,True,True,False,One year,True,Credit card (automatic),70.15,4224.7,False
171,0254-KCJGT,Bodega Bay,94923,38.377165,-123.037957,Male,False,True,False,52,True,True,DSL,True,True,True,True,False,True,One year,True,Credit card (automatic),81.4,4354.45,False
172,9782-LGXMC,Walnut Creek,94598,37.916648,-122.008483,Female,False,True,True,49,True,False,DSL,True,False,True,True,False,False,Month-to-month,False,Bank transfer (automatic),61.75,3024.15,False
173,9693-XMUOB,Palo Alto,94304,37.386978,-122.177746,Male,True,True,False,59,False,No phone service,DSL,False,True,False,False,True,True,Month-to-month,True,Electronic check,50.25,2997.45,False
174,5176-OLSKT,Sloughhouse,95683,38.470423,-121.114897,Female,False,True,False,66,True,True,DSL,True,True,True,False,False,False,Two year,False,Bank transfer (automatic),66.9,4370.25,False
175,7503-EPSZW,River Pines,95675,38.545775,-120.743325,Female,False,True,True,64,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,24.05,1559.15,False
176,8510-TMWYB,Sacramento,95814,38.584505,-121.491956,Female,False,True,True,54,True,True,DSL,False,True,True,False,False,False,Two year,True,Bank transfer (automatic),59.8,3246.45,False
177,5726-CVNYA,Cutler,93615,36.497895,-119.285484,Female,False,True,False,8,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,19.85,146.6,False
178,6762-NSODU,Los Angeles,90015,34.039224,-118.266293,Female,False,True,True,46,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.4,958.15,False
179,8756-RDDLT,San Leandro,94577,37.717196,-122.159338,Female,False,False,False,68,False,No phone service,DSL,False,True,False,True,False,True,Month-to-month,False,Electronic check,44.95,3085.35,False
180,9825-YCXWZ,Loma Mar,94021,37.266388,-122.26308,Female,True,False,False,41,True,False,Fiber optic,False,False,True,True,True,True,One year,True,Bank transfer (automatic),101.1,4016.2,False
181,6341-JVQGF,Van Nuys,91406,34.195685,-118.490752,Female,False,True,False,31,True,False,DSL,True,False,True,True,True,True,One year,True,Mailed check,81.15,2545.75,False
182,1207-BLKSA,Redwood City,94061,37.461251,-122.235414,Female,False,True,True,52,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,23.05,1255.1,False
183,3071-VBYPO,Whittier,90604,33.929704,-118.01208,Male,False,True,True,3,True,False,Fiber optic,True,True,False,False,True,False,Month-to-month,False,Electronic check,89.85,248.4,False
184,3571-DPYUH,Temecula,92592,33.507255,-117.029473,Male,False,True,True,58,True,True,Fiber optic,False,True,False,True,True,False,One year,True,Credit card (automatic),94.7,5430.35,False
185,0621-CXBKL,Copperopolis,95228,37.943954,-120.67108,Female,False,False,False,53,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,18.7,1005.7,False
186,8404-VIOMB,Lakehead,96051,40.883853,-122.418258,Female,False,False,False,66,False,No phone service,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),62.5,4136.4,False
187,5203-XEHAX,Macdoel,96058,41.769709,-121.92063,Female,False,False,False,34,True,False,DSL,True,True,False,False,False,True,One year,False,Electronic check,64.35,2053.05,False
188,1156-ZFYDO,Glendale,91201,34.17051,-118.289463,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Electronic check,19.75,19.75,False
189,4735-BJKOU,Los Angeles,90039,34.110845,-118.259595,Female,False,False,False,40,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.15,804.85,False
190,0432-CAJZV,Onyx,93255,35.676978,-118.101378,Male,False,False,False,3,True,False,Fiber optic,False,False,False,False,True,True,Month-to-month,False,Mailed check,90.7,237.65,False
191,3021-VLNRJ,Encino,91436,34.152875,-118.486056,Female,False,False,True,50,True,False,DSL,True,False,True,True,True,False,One year,True,Credit card (automatic),70.8,3478.15,False
192,5043-TRZWM,Los Angeles,90022,34.02381,-118.156582,Female,False,False,False,1,True,False,Fiber optic,False,False,True,False,False,False,Month-to-month,False,Electronic check,75.55,75.55,False
193,3129-AAQOU,Trabuco Canyon,92679,33.631119,-117.567346,Female,False,True,True,19,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,25.6,485.9,False
194,5997-OPVFA,Montrose,91020,34.2112,-118.230625,Male,False,True,False,72,True,True,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),89.05,6254.45,False
195,6067-NGCEU,Topanga,90290,34.115192,-118.61017,Female,False,False,False,65,True,True,Fiber optic,True,True,True,False,True,True,Month-to-month,True,Credit card (automatic),111.05,7107,False
196,0689-DSXGL,Yreka,96097,41.764869,-122.671316,Female,False,True,True,52,True,False,Fiber optic,False,True,True,True,False,False,Month-to-month,False,Bank transfer (automatic),85.8,4433.3,False
197,7351-KYHQH,Montague,96064,41.759864,-122.379175,Female,True,False,False,7,True,False,DSL,False,True,True,False,True,False,Month-to-month,True,Electronic check,64.95,493.65,False
198,8896-RAZCR,Oro Grande,92368,34.647959,-117.296957,Female,False,False,False,44,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.9,868.1,False
199,2419-FSORS,Salinas,93906,36.722898,-121.633648,Male,False,True,False,72,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Electronic check,108.4,7719.5,False
200,6689-VRRTK,Camarillo,93010,34.227846,-119.079903,Female,True,False,False,44,True,True,Fiber optic,True,True,True,False,True,True,One year,True,Credit card (automatic),109.8,4860.35,False
201,5696-CEIQJ,Riverside,92504,33.9108,-117.398153,Male,False,True,True,67,True,False,Fiber optic,False,True,True,True,True,True,Two year,False,Bank transfer (automatic),103.15,6895.5,False
202,9750-BOOHV,Torrance,90501,33.833699,-118.314387,Female,False,False,False,32,False,No phone service,DSL,True,False,False,False,False,False,One year,False,Mailed check,30.15,927.65,False
203,6198-RTPMF,Oregon House,95962,39.342587,-121.249833,Female,False,True,False,17,True,True,Fiber optic,False,False,False,False,True,True,Month-to-month,False,Electronic check,92.6,1579.7,False
204,2809-ZMYOQ,Camptonville,95922,39.432127,-121.099287,Female,False,False,False,32,True,True,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Electronic check,101.35,3334.9,False
205,3865-ZYKAD,Sacramento,95831,38.494832,-121.529447,Male,True,True,False,69,True,True,Fiber optic,True,True,False,False,False,False,Month-to-month,True,Credit card (automatic),84.9,5785.65,False
206,2874-YXVVA,Herlong,96113,40.198234,-120.18089,Female,False,False,False,34,True,False,Fiber optic,False,True,True,True,True,True,Month-to-month,True,Electronic check,105.1,3634.8,False
207,5482-VXSXJ,Tehama,96090,40.021787,-122.127576,Male,False,False,False,22,True,False,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Mailed check,93.2,2157.3,False
208,6461-PPAXN,Napa,94559,38.232389,-122.324944,Female,False,True,False,35,True,False,DSL,True,False,False,True,False,False,One year,True,Bank transfer (automatic),54.95,1916,False
209,6088-BXMRG,Cabazon,92230,33.929812,-116.76058,Female,False,True,True,32,True,True,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Electronic check,98.85,3089.6,False
210,7105-MXJLL,Valencia,91355,34.43987,-118.644609,Female,True,True,False,26,True,False,DSL,False,False,True,False,False,True,One year,False,Mailed check,60.7,1597.4,False
211,4086-WITJG,Los Angeles,90007,34.027337,-118.28515,Male,False,True,True,71,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.7,1301.1,False
212,7339-POGZN,Pasadena,91107,34.159007,-118.087353,Female,False,False,False,4,True,True,DSL,False,False,False,False,False,False,Month-to-month,False,Electronic check,50.7,214.55,False
213,6870-ECSHE,Sun City,92586,33.707483,-117.200006,Female,False,False,False,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.45,34.8,False
214,0068-FIGTF,Fremont,94539,37.516791,-121.899117,Female,False,False,False,27,True,False,DSL,False,True,True,True,True,True,One year,False,Mailed check,78.2,2078.95,False
215,8622-ZLFKO,Fresno,93710,36.822715,-119.761826,Female,False,True,False,6,True,True,Fiber optic,False,True,False,False,False,True,Month-to-month,True,Electronic check,90.75,512.25,False
216,2654-VBVPB,Newport Beach,92663,33.62251,-117.927024,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),19.9,19.9,False
217,2176-LVPNX,San Jose,95113,37.333851,-121.891147,Female,True,False,False,71,True,True,DSL,True,True,True,True,True,True,Two year,False,Mailed check,89.85,6293.45,False
218,8165-ZJRNM,Pittsburg,94565,38.006047,-121.916834,Female,False,True,True,72,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),23.75,1679.25,False
219,6872-HXFNF,Irvine,92606,33.703976,-117.824172,Female,False,True,False,64,True,True,DSL,False,False,True,True,False,False,One year,False,Bank transfer (automatic),58.35,3756.45,False
220,3070-BDOQC,Sacramento,95827,38.549185,-121.328386,Female,False,False,False,60,True,False,Fiber optic,False,True,True,False,True,True,Two year,True,Electronic check,99.65,5941.05,False
221,4376-KFVRS,Barstow,92311,34.965648,-117.001509,Male,False,True,False,72,True,True,Fiber optic,True,True,True,True,True,True,Two year,True,Credit card (automatic),114.05,8468.2,False
222,4933-BSAIP,Northridge,91324,34.238208,-118.55029,Female,False,True,False,40,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.1,780.1,False
223,6933-VLYFX,Belmont,94002,37.509366,-122.306132,Male,False,True,True,31,False,No phone service,DSL,True,False,True,True,True,True,One year,False,Electronic check,59.95,1848.8,False
224,7359-WWYJV,Los Angeles,90044,33.952714,-118.292061,Male,False,True,False,72,True,True,Fiber optic,True,True,True,True,True,True,Two year,False,Credit card (automatic),114.45,8375.05,False
225,4177-JPDFU,Redcrest,95569,40.363446,-123.835041,Male,False,False,False,12,False,No phone service,DSL,False,True,False,True,False,False,Month-to-month,False,Mailed check,34.0,442.45,False
226,5732-IKGQH,Camarillo,93012,34.205504,-118.993111,Male,True,True,False,52,True,False,Fiber optic,True,False,True,True,True,True,One year,True,Bank transfer (automatic),104.45,5481.25,False
227,3219-JQRSL,Monterey Park,91755,34.049172,-118.115022,Female,True,True,False,72,True,True,DSL,True,True,True,True,True,True,Two year,False,Credit card (automatic),89.1,6352.4,False
228,2718-YSKCS,Tomales,94971,38.240769,-122.901041,Male,False,True,True,71,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),19.6,1387.45,False
229,6897-UUBNU,North Hollywood,91602,34.15136,-118.364786,Male,False,False,False,29,True,False,Fiber optic,False,True,False,True,True,False,Month-to-month,False,Mailed check,89.65,2623.65,False
230,4486-EFAEB,Los Angeles,90002,33.949255,-118.246978,Male,False,False,False,13,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,20.4,251.65,False
231,5198-EFNBM,Kingsburg,93631,36.478239,-119.52137,Male,True,True,False,57,True,False,Fiber optic,False,True,True,False,True,False,One year,True,Electronic check,90.65,5199.8,False
232,4939-KYYPY,Coleville,96107,38.42528,-119.475741,Male,False,False,False,27,True,True,DSL,False,False,True,True,False,False,Month-to-month,False,Electronic check,59.45,1611.65,False
233,9537-VHDTA,Corona,92879,33.893823,-117.531446,Female,False,False,True,1,True,False,DSL,True,False,False,False,False,False,Month-to-month,False,Mailed check,51.2,51.2,False
234,6261-LHRTG,Upland,91786,34.105493,-117.660934,Female,False,False,False,26,True,False,DSL,False,True,True,False,False,False,Month-to-month,True,Credit card (automatic),54.75,1406.9,False
235,6332-FBZRI,Sacramento,95864,38.585826,-121.376263,Male,False,True,True,67,True,True,DSL,True,True,True,True,False,False,One year,True,Credit card (automatic),69.35,4653.25,False
236,3714-XPXBW,Santa Cruz,95062,36.974575,-121.991149,Female,False,False,False,37,True,True,DSL,True,True,True,True,True,False,Month-to-month,True,Credit card (automatic),78.9,2976.95,False
237,7401-RUBNK,South Dos Palos,93665,36.959731,-120.653519,Female,False,True,False,18,True,False,Fiber optic,True,False,False,False,False,False,Month-to-month,False,Electronic check,74.8,1438.05,False
238,2272-JKMSI,Roseville,95661,38.736685,-121.251984,Female,False,True,True,62,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Electronic check,110.8,6840.95,False
239,2296-DKZFP,San Francisco,94118,37.781304,-122.461522,Female,False,True,False,65,True,False,DSL,True,True,True,False,False,True,Two year,False,Bank transfer (automatic),71.0,4386.2,False
240,6981-TDRFT,Soulsbyville,95372,37.990574,-120.261821,Male,False,True,True,44,False,No phone service,DSL,False,False,True,True,True,True,One year,True,Electronic check,54.3,2317.1,False
241,3870-SPZSI,Wilton,95693,38.392559,-121.225093,Female,False,True,True,70,True,True,Fiber optic,True,True,True,True,True,True,Two year,True,Credit card (automatic),113.05,7869.05,False
242,0057-QBUQH,San Martin,95046,37.084697,-121.606417,Female,False,False,True,43,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Electronic check,25.1,1070.15,False
243,1755-FZQEC,Ventura,93001,34.360261,-119.306383,Male,False,False,False,39,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.9,791.15,False
244,0308-GIQJT,San Diego,92126,32.886925,-117.152162,Male,True,False,False,71,True,True,Fiber optic,False,True,False,True,True,True,One year,False,Bank transfer (automatic),105.75,7382.85,False
245,4522-XRWWI,Manton,96059,40.426679,-121.850421,Male,False,True,False,42,True,True,DSL,True,False,False,True,True,True,One year,False,Credit card (automatic),80.45,3375.9,False
246,6614-YOLAC,Oakland,94602,37.803883,-122.208417,Female,False,True,False,71,False,No phone service,DSL,True,True,False,True,True,True,Two year,False,Mailed check,58.65,4145.25,False
247,0708-SJDIS,West Hollywood,90069,34.093781,-118.381061,Female,False,False,False,34,True,True,DSL,False,False,False,True,True,False,Month-to-month,False,Mailed check,65.0,2157.5,False
248,5188-HGMLP,Middletown,95461,38.787446,-122.58675,Male,True,True,False,54,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Bank transfer (automatic),74.0,3919.15,False
249,1763-WQFUK,Riverside,92503,33.890046,-117.455583,Male,False,False,False,3,True,False,DSL,False,False,False,True,False,False,Month-to-month,True,Mailed check,50.5,147.75,False
250,0531-ZZJWQ,Lone Pine,93545,36.590415,-118.073839,Male,True,True,False,55,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,74.0,4052.4,False
251,0384-LPITE,Los Angeles,90041,34.137412,-118.207607,Male,False,False,False,40,False,No phone service,DSL,True,True,True,False,True,True,One year,False,Credit card (automatic),62.05,2511.55,False
252,2316-ESMLS,Fresno,93726,36.793601,-119.761131,Female,False,True,False,12,False,No phone service,DSL,True,False,False,True,False,False,One year,False,Credit card (automatic),33.15,444.75,False
253,0080-EMYVY,Lodi,95240,38.123544,-121.159078,Female,False,False,False,14,True,False,DSL,False,True,False,False,False,False,One year,False,Credit card (automatic),51.45,727.85,False
254,8543-MSDMF,Coachella,92236,33.680031,-116.171678,Male,False,False,False,3,True,False,DSL,True,False,True,False,True,True,Month-to-month,True,Electronic check,77.4,206.15,False
255,4176-RELJR,Elmira,95625,38.349195,-121.902943,Male,True,False,False,67,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),25.1,1672.15,False
256,2519-TWKFS,Blocksburg,95514,40.309088,-123.668201,Male,False,True,True,25,True,True,DSL,False,False,False,True,False,False,One year,True,Mailed check,55.1,1466.1,False
257,2637-FKFSY,Wasco,93280,35.652242,-119.4464,Female,False,True,False,3,True,False,DSL,False,False,False,False,False,False,Month-to-month,True,Mailed check,46.1,130.15,False
258,8430-TWCBX,Novato,94947,38.112166,-122.634384,Female,False,True,False,49,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),20.7,1032.05,False
259,2455-USLMV,Redlands,92373,34.003243,-117.138286,Female,False,False,False,31,True,True,Fiber optic,True,False,True,False,False,False,Month-to-month,True,Credit card (automatic),84.75,2613.4,False
260,4182-BGSIQ,Durham,95938,39.607831,-121.777959,Female,False,True,True,10,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Bank transfer (automatic),19.8,196.75,False
261,8065-BVEPF,Yorkville,95494,38.888351,-123.239647,Male,True,False,False,65,True,False,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Bank transfer (automatic),99.1,6496.15,False
262,5168-MSWXT,Essex,92332,34.9436,-115.287901,Male,False,True,True,8,True,False,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Electronic check,94.75,759.55,False
263,8272-ONJLV,San Diego,92123,32.808814,-117.134694,Male,False,False,False,12,True,False,Fiber optic,False,False,True,False,True,True,One year,False,Electronic check,95.7,1184,False
264,9638-JIQYA,Ballico,95303,37.4695,-120.672724,Male,False,False,False,2,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,True,Credit card (automatic),24.9,49.7,False
265,6994-ORCWG,Wilseyville,95257,38.392686,-120.415951,Female,False,False,False,14,True,True,DSL,False,True,False,False,False,False,One year,True,Mailed check,54.25,773.2,False
266,5600-PDUJF,Los Angeles,90047,33.958149,-118.308441,Male,False,False,False,6,True,False,DSL,False,False,False,True,False,False,Month-to-month,True,Credit card (automatic),49.5,312.7,False
267,3638-WEABW,Los Angeles,90025,34.046174,-118.446333,Female,False,True,False,58,True,True,DSL,False,True,False,True,False,False,Two year,True,Credit card (automatic),59.9,3505.1,False
268,2883-ILGWO,Compton,90222,33.912246,-118.236773,Male,True,False,False,57,True,True,Fiber optic,False,True,False,True,True,True,Month-to-month,True,Bank transfer (automatic),104.9,5913.95,False
269,0404-AHASP,Beverly Hills,90212,34.062095,-118.401508,Male,False,True,False,72,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.7,1421.9,False
270,0907-HQNTS,Pittsburg,94565,38.006047,-121.916834,Female,True,True,False,70,True,True,Fiber optic,True,True,True,True,True,True,Two year,True,Credit card (automatic),113.0,7987.6,False
271,5730-RIITO,Willows,95988,39.493991,-122.286363,Female,True,False,False,43,False,No phone service,DSL,True,True,False,False,False,False,Month-to-month,True,Credit card (automatic),33.45,1500.25,False
272,1763-KUAAW,Junction City,96048,40.913192,-123.06597,Female,True,False,False,18,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),20.35,369.6,False
273,3038-PQIUY,Dulzura,91917,32.622999,-116.687855,Female,False,False,False,38,True,True,DSL,True,True,True,False,False,False,Month-to-month,True,Bank transfer (automatic),66.15,2522.4,False
274,6609-MXJHJ,Long Beach,90808,33.823943,-118.111335,Female,False,True,True,30,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,25.1,789.55,False
275,0487-VVUVK,Santa Barbara,93109,34.406256,-119.726936,Male,False,True,True,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,19.15,477.6,False
276,5327-XOKKY,Santa Maria,93458,34.95934,-120.490081,Male,True,True,False,72,True,True,DSL,False,False,True,False,True,True,Two year,True,Credit card (automatic),73.45,5329,False
277,9919-FZDED,Yucca Valley,92284,34.159534,-116.425984,Male,True,True,False,72,True,True,DSL,True,True,True,False,True,True,Two year,True,Credit card (automatic),84.1,5981.65,False
278,3470-BTGQO,Belmont,94002,37.509366,-122.306132,Male,False,False,True,21,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,45.65,985.05,False
279,2452-SNHFZ,Elk Creek,95939,39.53222,-122.594879,Female,False,False,False,47,True,False,Fiber optic,True,False,False,False,False,False,Month-to-month,False,Credit card (automatic),75.45,3545.1,False
280,4568-TTZRT,Auburn,95602,38.99003,-121.114408,Male,False,False,False,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.4,181.8,False
281,2988-GBIVW,Knights Landing,95645,38.875508,-121.765866,Female,True,True,False,70,True,True,Fiber optic,True,False,False,False,False,True,Month-to-month,True,Electronic check,90.85,6470.1,False
282,4829-ZLJTK,Penngrove,94951,38.325599,-122.642352,Female,True,True,False,72,True,True,Fiber optic,True,True,True,False,True,True,Two year,True,Electronic check,112.4,8046.85,False
283,8999-EXMNO,Dos Rios,95429,39.756049,-123.358701,Female,False,True,True,19,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.15,387.7,False
284,8950-MTZNV,Carson,90746,33.859171,-118.252272,Male,False,False,False,1,True,False,DSL,False,False,False,False,False,False,Month-to-month,True,Mailed check,44.95,44.95,False
285,2665-NPTGL,Sheep Ranch,95250,38.244806,-120.417301,Female,True,True,False,26,True,True,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Bank transfer (automatic),98.1,2510.7,False
286,1984-GPTEH,Burbank,91506,34.169706,-118.323548,Female,False,False,False,29,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Electronic check,25.15,702,False
287,9350-VLHMB,Volcano,95689,38.481902,-120.603668,Male,False,True,True,67,True,True,Fiber optic,False,True,False,False,False,True,Month-to-month,True,Bank transfer (automatic),89.55,6373.1,False
288,4896-CPRPF,Valley Ford,94972,38.339996,-122.935056,Male,False,True,True,35,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),25.45,809.25,False
289,3097-PYWXL,New Cuyama,93254,34.956577,-119.750142,Female,False,True,True,4,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,19.95,82.9,False
290,0052-YNYOT,Calexico,92231,32.690654,-115.431225,Female,False,False,False,67,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Electronic check,20.55,1343.4,False
291,8687-BAFGU,Clovis,93612,36.814539,-119.711868,Male,False,False,False,1,True,False,Fiber optic,False,False,False,True,False,False,Month-to-month,False,Electronic check,74.0,74,False
292,5022-KVDQT,Woodland Hills,91364,34.153733,-118.593408,Male,False,False,False,27,True,True,Fiber optic,False,False,True,False,False,False,Month-to-month,True,Electronic check,81.3,2272.8,False
293,4948-WBBKL,Dunnigan,95937,38.931425,-121.946081,Female,True,False,False,36,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),74.9,2659.45,False
294,7365-BVCJH,Trinity Center,96091,41.081847,-122.700545,Male,False,False,False,1,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,True,Electronic check,24.4,24.4,False
295,3401-URHDA,Emigrant Gap,95715,39.23754,-120.720196,Male,False,False,False,51,True,True,DSL,True,False,False,True,False,False,One year,False,Credit card (automatic),59.9,3043.6,False
296,9281-CEDRU,Salton City,92275,33.28156,-115.955541,Female,False,True,False,68,True,False,DSL,False,True,False,True,True,False,Two year,False,Bank transfer (automatic),64.1,4326.25,False
297,1352-VHKAJ,Berkeley,94709,37.878554,-122.26609,Male,False,True,True,27,True,True,DSL,False,False,False,True,True,True,Month-to-month,False,Bank transfer (automatic),71.6,1957.1,False
298,2632-IVXVF,Kernville,93238,35.852892,-118.397782,Female,False,True,True,68,True,True,Fiber optic,True,False,True,True,True,True,Two year,False,Credit card (automatic),111.75,7511.3,False
299,4274-DRSQT,Potrero,91963,32.619465,-116.593605,Female,False,False,False,66,True,True,Fiber optic,False,True,False,False,True,False,One year,True,Bank transfer (automatic),88.9,6000.1,False
300,0464-WJTKO,Cedarville,96104,41.505916,-120.152505,Female,False,True,True,72,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),20.1,1460.85,False
301,7629-WFGLW,Palo Alto,94301,37.444314,-122.149996,Female,True,True,False,56,True,True,Fiber optic,True,True,True,True,False,False,One year,False,Electronic check,95.65,5471.75,False
302,9140-CZQZZ,Lee Vining,93541,37.890145,-119.184087,Female,False,True,False,68,True,False,DSL,True,True,False,True,True,True,Two year,True,Bank transfer (automatic),79.6,5515.8,False
303,9763-GRSKD,Los Angeles,90012,34.065875,-118.238728,Male,False,True,True,13,True,False,DSL,True,False,False,False,False,False,Month-to-month,True,Mailed check,49.95,587.45,False
304,8734-DKSTZ,Winterhaven,92283,32.852947,-114.850784,Female,False,True,True,10,True,True,Fiber optic,False,False,False,False,False,True,Month-to-month,False,Electronic check,85.95,858.6,False
305,4950-HKQTE,Morro Bay,93442,35.369553,-120.763864,Female,False,False,False,22,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,26.25,605.9,False
306,3655-SNQYZ,Los Angeles,90017,34.052842,-118.264495,Female,False,True,False,69,True,True,Fiber optic,True,True,True,True,True,True,Two year,False,Credit card (automatic),113.25,7895.15,False
307,3692-JHONH,Kettleman City,93239,35.996923,-120.000951,Female,True,True,False,52,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Electronic check,106.5,5621.85,False
308,1830-IPXVJ,Lafayette,94549,37.907777,-122.127161,Female,False,True,True,61,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.75,1311.6,False
309,7398-SKNQZ,Downey,90241,33.940884,-118.128628,Female,False,True,False,3,True,True,Fiber optic,False,False,False,False,True,True,Month-to-month,False,Electronic check,94.9,273.2,False
310,1069-QJOEE,Hayward,94541,37.674002,-122.076796,Male,False,True,True,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Electronic check,19.9,505.45,False
311,3999-WRNGR,Soda Springs,95728,39.279068,-120.414275,Female,False,True,True,60,False,No phone service,DSL,False,True,False,False,True,True,Month-to-month,True,Electronic check,49.75,3069.45,False
312,9609-BENEA,Chula Vista,91914,32.688506,-116.938632,Male,False,True,False,35,True,True,DSL,False,True,False,True,True,False,One year,True,Electronic check,69.0,2441.7,False
313,3318-ISQFQ,Newark,94560,37.504133,-122.032347,Female,False,False,False,20,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Bank transfer (automatic),19.5,413,False
314,5018-GWURO,Novato,94949,38.067204,-122.524004,Female,False,True,False,56,True,True,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Bank transfer (automatic),85.6,4902.8,False
315,4472-LVYGI,San Bernardino,92408,34.084909,-117.258107,Female,False,True,False,0,False,No phone service,DSL,True,False,True,True,True,False,Two year,True,Bank transfer (automatic),52.55, ,False
316,8165-CBKXO,Los Angeles,90022,34.02381,-118.156582,Male,False,True,True,66,False,No phone service,DSL,False,True,True,False,True,True,Two year,True,Credit card (automatic),56.75,3708.4,False
317,9675-ICXCT,El Cajon,92021,32.832706,-116.873258,Male,False,True,False,72,True,False,DSL,True,False,True,True,True,True,Two year,True,Electronic check,80.8,5728.55,False
318,0365-GXEZS,Copperopolis,95228,37.943954,-120.67108,Male,False,True,False,18,True,False,Fiber optic,False,False,True,True,False,False,Month-to-month,False,Electronic check,78.2,1468.75,False
319,5346-BZCHP,Earp,92242,34.137742,-114.36514,Female,False,True,True,69,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.4,1346.2,False
320,7123-WQUHX,Santa Monica,90401,34.015481,-118.493231,Male,False,False,False,38,True,True,Fiber optic,False,False,True,True,True,False,One year,False,Bank transfer (automatic),95.0,3605.6,False
321,5788-YPOEG,Pebble Beach,93953,36.587497,-121.944815,Female,False,True,True,34,True,False,DSL,True,True,True,True,True,True,Two year,False,Mailed check,84.75,2839.45,False
322,8390-FESFV,Sebastopol,95472,38.398815,-122.861923,Female,False,False,False,62,True,True,DSL,False,True,True,True,True,True,Two year,False,Bank transfer (automatic),84.5,5193.2,False
323,3043-SUDUA,West Sacramento,95605,38.592745,-121.540036,Female,False,False,False,32,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),19.9,601.55,False
324,7030-FZTFM,Gonzales,93926,36.52588,-121.396719,Male,False,True,True,72,True,True,Fiber optic,False,True,True,True,True,True,Two year,False,Credit card (automatic),110.9,7922.75,False
325,8777-PVYGU,Burson,95225,38.183918,-120.898817,Female,False,True,False,52,True,False,DSL,True,False,True,False,True,False,One year,True,Mailed check,64.3,3410.6,False
326,0523-VNGTF,Sun Valley,91352,34.231053,-118.338307,Female,True,False,False,52,False,No phone service,DSL,False,True,True,True,True,False,Month-to-month,True,Electronic check,50.5,2566.3,False
327,0040-HALCW,Modesto,95358,37.612612,-121.108568,Male,False,True,True,54,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.4,1090.6,False
328,3590-TCXTB,Cerritos,90703,33.8681,-118.067402,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.35,20.35,False
329,5965-GGPRW,Hayward,94541,37.674002,-122.076796,Male,False,True,True,72,True,True,Fiber optic,True,False,True,False,True,True,Two year,False,Bank transfer (automatic),105.25,7609.75,False
330,3174-AKMAS,Hume,93628,36.807595,-118.901544,Female,False,True,False,46,True,False,DSL,False,True,False,True,True,False,Two year,True,Credit card (automatic),64.2,3009.5,False
331,5816-SCGFC,Fullerton,92835,33.902211,-117.914922,Female,True,False,False,7,True,False,DSL,False,True,False,False,False,False,Month-to-month,True,Mailed check,51.3,419.35,False
332,2621-UDNLU,San Francisco,94107,37.768881,-122.395521,Female,False,True,False,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.85,72,False
333,2576-HXMPA,Mckinleyville,95519,40.965011,-124.015255,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),19.55,19.55,False
334,0930-EHUZA,Calpine,96124,39.672813,-120.456699,Female,False,False,False,36,True,False,DSL,True,True,True,True,True,False,One year,True,Mailed check,76.35,2606.35,False
335,7632-YUTXB,Stinson Beach,94970,37.921137,-122.657562,Female,False,True,True,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.05,520.1,False
336,6181-AXXYF,Pico Rivera,90660,33.989524,-118.089299,Male,False,True,True,72,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),24.75,1859.1,False
337,3442-ZHHCC,Coarsegold,93614,37.212191,-119.749323,Male,False,False,False,68,True,True,DSL,True,True,True,False,False,True,One year,True,Credit card (automatic),76.9,5023,False
338,2724-FJDYW,Inverness,94937,38.099323,-122.945723,Male,False,False,True,39,False,No phone service,DSL,False,False,True,True,True,True,One year,False,Bank transfer (automatic),54.85,2191.7,False
339,8097-VBQTZ,Anaheim,92806,33.83796,-117.870494,Male,False,False,False,54,True,False,DSL,True,True,False,True,True,False,Month-to-month,True,Mailed check,69.9,3883.3,False
340,3518-FSTWG,Paradise,95969,39.69676,-121.644379,Male,True,True,False,72,True,True,Fiber optic,True,True,True,False,True,True,Two year,True,Bank transfer (automatic),109.55,7920.7,False
341,6131-IUNXN,Huntington Beach,92646,33.666301,-117.969501,Female,False,True,True,19,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.2,382.2,False
342,3653-NCRDJ,Sacramento,95821,38.625096,-121.383658,Male,False,True,True,43,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Mailed check,19.2,776.25,False
343,6252-DFGTK,O Neals,93645,37.140104,-119.657092,Female,False,True,False,37,True,True,DSL,True,False,True,True,False,False,One year,False,Credit card (automatic),68.1,2479.25,False
344,3373-DIUUN,Hinkley,92347,34.983808,-117.239306,Male,False,True,True,30,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,21.25,711.9,False
345,1867-TJHTS,Sacramento,95817,38.550722,-121.457314,Female,False,False,False,58,True,True,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),79.8,4526.85,False
346,5676-CFLYY,Ahwahnee,93601,37.375816,-119.739935,Male,False,True,False,71,True,False,DSL,False,True,False,True,True,True,Two year,True,Credit card (automatic),73.35,5154.5,False
347,3079-BCHLN,Wishon,93669,37.287758,-119.548156,Male,False,True,False,47,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),19.9,942.95,False
348,1525-LNLOJ,Bakersfield,93305,35.391733,-118.984109,Male,False,True,False,66,True,True,DSL,False,False,True,False,True,False,Two year,True,Bank transfer (automatic),63.3,4189.7,False
349,0725-CXOTM,Manteca,95337,37.750822,-121.238423,Female,False,False,False,36,True,True,DSL,True,False,True,True,True,True,One year,True,Credit card (automatic),89.65,3348.1,False
350,9184-GALIL,Mccloud,96057,41.251322,-122.105209,Female,False,True,True,38,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.45,781.25,False
351,5651-CPDND,San Leandro,94578,37.704384,-122.126703,Male,False,False,False,10,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,46.0,492.1,False
352,9174-IHETN,Goodyears Bar,95944,39.564113,-120.868836,Female,False,False,True,50,True,False,Fiber optic,False,False,False,False,False,False,Two year,False,Credit card (automatic),70.35,3533.6,False
353,4837-PZTIC,Torrance,90504,33.867257,-118.330794,Female,False,False,False,47,False,No phone service,DSL,True,False,True,True,False,False,Two year,False,Mailed check,41.9,1875.25,False
354,7074-STDCN,Artesia,90701,33.867593,-118.080637,Male,False,False,False,39,False,No phone service,DSL,False,False,False,True,False,True,Month-to-month,True,Electronic check,40.6,1494.5,False
355,5686-CMAWK,San Diego,92131,32.89325,-117.087091,Male,False,False,False,17,True,True,Fiber optic,False,False,True,True,False,False,One year,False,Electronic check,86.75,1410.25,False
356,3509-GWQGF,Ducor,93218,35.846067,-119.004073,Male,True,False,False,24,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Credit card (automatic),70.0,1732.6,False
357,2254-DLXRI,Burbank,91504,34.213049,-118.317651,Female,False,False,False,1,True,True,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Mailed check,79.15,79.15,False
358,3451-VAWLI,North Highlands,95660,38.671295,-121.388251,Female,False,True,True,35,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.7,730.4,False
359,7404-JLKQG,Glennville,93226,35.735694,-118.738483,Female,False,False,False,3,True,False,DSL,False,False,True,False,True,False,Month-to-month,False,Electronic check,57.55,161.45,False
360,2625-TRCZQ,Auburn,95602,38.99003,-121.114408,Female,False,True,False,51,False,No phone service,DSL,False,True,False,False,True,True,Month-to-month,True,Electronic check,49.65,2553.35,False
361,5895-QSXOD,Alleghany,95910,39.467828,-120.841386,Male,False,False,False,9,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Mailed check,70.05,657.5,False
362,2096-XOTMO,Marysville,95901,39.19514,-121.503883,Female,False,True,True,16,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,19.35,275.9,False
363,8158-WPEZG,Los Angeles,90061,33.92128,-118.274186,Male,False,False,False,11,False,No phone service,DSL,False,True,False,True,False,False,Month-to-month,True,Electronic check,35.65,425.1,False
364,8631-WUXGY,Magalia,95954,39.933852,-121.584371,Female,False,False,True,46,True,False,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,99.8,4391.25,False
365,5126-RCXYW,Alhambra,91803,34.074736,-118.145959,Male,False,True,True,54,False,No phone service,DSL,False,False,True,True,False,True,Two year,False,Credit card (automatic),46.0,2424.05,False
366,5955-EPOAZ,Livermore,94550,37.571748,-121.659562,Female,False,False,False,6,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,20.95,109.5,False
367,0048-LUMLS,Moss Beach,94038,37.515556,-122.502311,Male,False,True,True,37,True,False,Fiber optic,False,False,False,False,True,True,One year,False,Credit card (automatic),91.2,3247.55,False
368,8920-NAVAY,Los Angeles,90045,33.954017,-118.402447,Male,True,False,False,62,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Bank transfer (automatic),110.75,7053.35,False
369,8138-EALND,Laguna Hills,92653,33.606899,-117.717854,Male,False,False,False,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,19.75,311.6,False
370,7576-JMYWV,San Martin,95046,37.084697,-121.606417,Female,True,True,True,46,True,True,Fiber optic,True,True,False,True,True,True,Month-to-month,True,Electronic check,110.2,4972.1,False
371,8395-ETZKQ,Sacramento,95841,38.660442,-121.346321,Male,True,True,True,68,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),19.5,1193.55,False
372,7531-GQHME,San Jacinto,92582,33.806708,-117.02007,Male,False,False,False,12,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),20.05,265.45,False
373,4134-BSXLX,Riverside,92507,33.976328,-117.319786,Male,False,True,False,28,True,False,DSL,True,True,False,True,False,False,Month-to-month,False,Mailed check,60.9,1785.65,False
374,7729-XBTWX,San Ramon,94583,37.766556,-121.976784,Male,False,True,True,66,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,19.75,1344.5,False
375,2144-BFDSO,Ranchita,92066,33.215251,-116.53633,Female,True,True,False,50,True,True,Fiber optic,True,True,True,False,True,True,Month-to-month,False,Bank transfer (automatic),108.75,5431.9,False
376,6519-ZHPXP,Sacramento,95824,38.517295,-121.439819,Female,False,True,True,72,True,False,Fiber optic,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),108.3,7679.65,False
377,4118-CEVPF,Redwood City,94062,37.410567,-122.297152,Female,True,False,False,35,True,True,Fiber optic,True,True,True,True,True,True,One year,True,Bank transfer (automatic),110.8,3836.3,False
378,7811-JIVPF,Long Beach,90805,33.864622,-118.179626,Female,False,False,False,23,True,False,DSL,False,False,True,False,False,False,Month-to-month,False,Credit card (automatic),49.7,1081.25,False
379,9122-UMROB,Los Angeles,90010,34.062125,-118.315709,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.3,20.3,False
380,1035-IPQPU,Parker Dam,92267,34.273872,-114.192901,Female,True,True,False,63,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,103.5,6479.4,False
381,0816-TSPHQ,Kettleman City,93239,35.996923,-120.000951,Male,False,False,False,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.75,44.2,False
382,5692-ICXLW,Escondido,92027,33.141265,-116.967221,Male,True,False,False,31,True,True,Fiber optic,False,True,False,False,True,False,Month-to-month,True,Electronic check,90.7,2845.15,False
383,8292-FRFZQ,Malibu,90263,34.037037,-118.705803,Female,False,False,False,39,False,No phone service,DSL,True,True,False,True,False,False,One year,False,Bank transfer (automatic),41.15,1700.9,False
384,4680-KUTAJ,Beverly Hills,90212,34.062095,-118.401508,Female,True,False,False,11,True,True,DSL,True,False,False,False,False,False,Month-to-month,True,Electronic check,55.6,580.8,False
385,6726-NNFWD,Murrieta,92562,33.548869,-117.334165,Female,True,True,False,71,True,False,Fiber optic,False,True,True,False,False,True,Two year,False,Credit card (automatic),89.45,6435.25,False
386,8173-RXAYP,Mcarthur,96056,41.10831,-121.360362,Female,False,True,True,24,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.7,452.55,False
387,2782-JEEBU,Los Molinos,96055,40.059385,-122.091481,Male,False,False,False,21,False,No phone service,DSL,False,True,False,True,False,False,Month-to-month,True,Mailed check,36.0,780.15,False
388,9705-IOVQQ,Huntington Park,90255,33.97803,-118.217141,Male,True,True,True,61,True,True,Fiber optic,False,True,False,False,True,True,One year,False,Electronic check,99.0,5969.3,False
389,2239-CFOUJ,Trinidad,95570,41.162295,-124.027381,Male,False,True,True,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.4,20.4,False
390,0804-YGEQV,Palm Desert,92211,33.762759,-116.324817,Female,False,True,True,43,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Bank transfer (automatic),24.45,993.15,False
391,0853-NWIFK,Woodacre,94973,38.005839,-122.638155,Female,False,False,False,45,True,False,Fiber optic,True,True,False,False,True,True,One year,True,Electronic check,100.3,4483.95,False
392,4381-MHQDC,Solvang,93463,34.624399,-120.137875,Female,False,False,False,47,True,True,DSL,True,False,True,True,False,False,Two year,True,Mailed check,65.0,2879.9,False
393,1183-CANVH,Mendota,93640,36.687292,-120.437354,Female,False,True,False,23,True,False,DSL,False,False,False,True,True,False,One year,False,Bank transfer (automatic),60.0,1347.15,False
394,2905-KFQUV,Moss Beach,94038,37.515556,-122.502311,Female,False,True,False,2,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Credit card (automatic),70.4,154.8,False
395,0854-UYHZD,West Covina,91792,34.024405,-117.898722,Female,False,True,True,13,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.55,265.3,False
396,8207-VVMYB,Clayton,94517,37.881842,-121.848111,Female,False,True,False,70,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),26.0,2006.95,False
397,0665-XHDJU,Monte Rio,95462,38.471049,-123.015549,Male,False,True,False,72,True,True,Fiber optic,False,True,False,False,True,True,Two year,True,Electronic check,99.4,7285.7,False
398,6784-XYJAE,Fort Irwin,92310,35.349241,-116.770281,Female,False,False,False,36,True,True,DSL,False,False,True,False,False,False,One year,False,Electronic check,55.8,1941.5,False
399,0780-XNZFN,Oakland,94618,37.84551,-122.235181,Male,False,False,False,57,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),20.65,1125.6,False
400,2612-PHGOX,Graton,95444,38.434362,-122.86891,Male,False,True,False,64,True,True,DSL,False,True,True,True,True,False,Two year,True,Bank transfer (automatic),76.1,4818.8,False
401,4526-EXKKN,Rio Nido,95471,38.522328,-122.97932,Male,False,False,False,40,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,24.6,973.95,False
402,3594-BDSOA,Novato,94947,38.112166,-122.634384,Female,False,True,False,24,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),20.4,482.8,False
403,7729-JTEEC,Olympic Valley,96146,39.191797,-120.212401,Male,False,True,True,2,True,False,DSL,False,False,False,False,False,False,Month-to-month,True,Electronic check,44.5,90.05,False
404,7590-VHVEG,Los Angeles,90001,33.973616,-118.24902,Female,False,True,False,1,False,No phone service,DSL,False,True,False,False,False,False,Month-to-month,True,Electronic check,29.85,29.85,False
405,6047-SUHPR,Woodlake,93286,36.464635,-119.094348,Male,False,True,True,39,True,False,DSL,True,True,True,False,False,False,One year,False,Electronic check,59.8,2343.85,False
406,6408-WHTEF,Valyermo,93563,34.39583,-117.734568,Male,False,True,True,72,True,True,DSL,True,True,True,True,True,True,Two year,True,Mailed check,89.4,6376.55,False
407,0508-OOLTO,Fort Irwin,92310,35.349241,-116.770281,Female,False,True,True,2,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,71.65,135.75,False
408,0343-QLUZP,San Jose,95111,37.284265,-121.827673,Male,False,False,False,60,False,No phone service,DSL,True,True,True,False,False,False,Two year,False,Bank transfer (automatic),39.6,2424.5,False
409,4710-NKCAW,El Cajon,92019,32.785165,-116.862648,Male,False,True,True,5,True,True,DSL,True,True,False,True,False,False,Month-to-month,False,Credit card (automatic),64.4,316.9,False
410,6035-BXTTY,Rancho Santa Fe,92067,33.012751,-117.200617,Female,True,False,False,32,True,False,DSL,False,True,False,True,False,False,Month-to-month,False,Bank transfer (automatic),54.65,1830.1,False
411,4163-NCJAK,Palm Desert,92260,33.694501,-116.412711,Female,False,True,False,46,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Bank transfer (automatic),24.45,1066.15,False
412,9795-VOWON,Los Angeles,90016,34.028331,-118.354338,Male,False,False,False,7,False,No phone service,DSL,False,False,False,False,False,False,One year,True,Credit card (automatic),24.35,150.85,False
413,1544-JJMYL,San Jose,95119,37.233226,-121.78809,Male,False,False,False,27,True,False,DSL,True,False,True,True,True,False,One year,False,Credit card (automatic),69.35,1927.3,False
414,3351-NGXYI,San Diego,92106,32.71346,-117.236378,Female,True,False,False,16,True,True,DSL,True,False,False,False,False,False,Month-to-month,True,Electronic check,54.1,889,False
415,0103-CSITQ,Modesto,95357,37.670526,-120.877572,Female,False,True,False,57,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Bank transfer (automatic),109.4,6252.7,False
416,5628-RKIFK,Bloomington,92316,34.059722,-117.39104,Female,True,False,False,49,True,True,Fiber optic,True,False,False,False,True,True,Month-to-month,False,Credit card (automatic),101.55,5070.4,False
417,7880-XSOJX,Garden Grove,92840,33.787165,-117.931889,Male,False,False,False,4,False,No phone service,DSL,True,True,False,True,False,False,Month-to-month,False,Mailed check,42.4,146.4,False
418,4098-NAUKP,Oceano,93445,35.059695,-120.604741,Male,True,True,True,68,True,True,Fiber optic,False,True,True,False,False,False,Month-to-month,True,Electronic check,84.65,5683.6,False
419,5681-LLOEI,Encino,91316,34.150354,-118.518292,Male,False,True,True,43,True,True,Fiber optic,True,False,True,True,False,False,One year,True,Credit card (automatic),91.25,4013.8,False
420,1078-TDCRN,Agoura Hills,91301,34.129058,-118.759788,Female,True,True,False,3,False,No phone service,DSL,False,True,False,False,False,False,Month-to-month,True,Electronic check,30.75,82.85,False
421,7268-IGMFD,Avila Beach,93424,35.186644,-120.728305,Male,True,False,False,18,True,True,Fiber optic,False,False,True,True,True,False,Month-to-month,False,Bank transfer (automatic),93.9,1743.9,False
422,5377-NDTOU,San Pedro,90732,33.744119,-118.31448,Female,False,True,False,71,True,True,DSL,True,True,True,True,True,True,Two year,False,Mailed check,91.05,6293.75,False
423,3398-GCPMU,Fullerton,92833,33.877639,-117.961212,Female,True,True,False,72,True,True,DSL,True,True,True,True,True,True,Two year,True,Credit card (automatic),89.55,6448.85,False
424,9572-WUKSB,South Pasadena,91030,34.110444,-118.156957,Male,False,True,False,3,False,No phone service,DSL,False,False,False,True,False,False,Month-to-month,True,Electronic check,29.9,92.25,False
425,3413-DHLPB,Oceano,93445,35.059695,-120.604741,Male,False,True,True,60,True,True,Fiber optic,False,True,False,True,True,True,Month-to-month,True,Bank transfer (automatic),103.75,5969.95,False
426,6900-RBKER,San Jose,95120,37.186141,-121.843554,Male,False,False,False,52,True,True,Fiber optic,False,False,True,False,False,True,Two year,True,Credit card (automatic),89.45,4577.75,False
427,3850-OKINF,Pasadena,91106,34.139402,-118.128658,Male,False,True,True,71,True,True,DSL,True,False,False,False,True,False,One year,True,Electronic check,66.2,4692.55,False
428,4633-MKHYU,San Diego,92109,32.787836,-117.232376,Female,False,False,False,9,True,False,Fiber optic,False,False,False,False,True,True,Month-to-month,True,Mailed check,88.4,788.6,False
429,0201-MIBOL,Salida,95368,37.713152,-121.08739,Female,True,False,False,66,True,True,Fiber optic,True,False,False,False,True,True,Two year,True,Bank transfer (automatic),102.4,6471.85,False
430,9777-WJJPR,Sacramento,95842,38.687367,-121.34848,Male,False,True,False,31,True,True,Fiber optic,False,False,True,False,True,False,Month-to-month,False,Credit card (automatic),88.65,2683.2,False
431,9885-AIBVB,Newcastle,95658,38.883224,-121.15918,Male,False,True,False,29,True,True,Fiber optic,False,True,True,False,False,False,Month-to-month,True,Electronic check,85.8,2440.25,False
432,0130-SXOUN,Glenhaven,95443,39.045246,-122.743181,Male,False,False,False,66,True,True,Fiber optic,False,True,False,False,False,True,Month-to-month,False,Credit card (automatic),89.4,5976.9,False
433,4475-NVTLU,Paso Robles,93446,35.634222,-120.728341,Male,False,True,True,45,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Electronic check,19.2,903.7,False
434,4458-KVRBJ,San Jose,95110,37.34667,-121.910019,Male,False,False,False,59,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,25.0,1510.5,False
435,2798-NYLMZ,Los Banos,93635,36.995162,-120.955099,Male,False,True,False,71,True,True,Fiber optic,True,False,True,True,True,True,Two year,True,Credit card (automatic),108.55,7616,False
436,5519-TEEUH,Irvine,92604,33.688546,-117.788091,Male,False,False,True,33,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Mailed check,20.15,682.15,False
437,9950-MTGYX,San Jose,95139,37.218705,-121.762429,Male,False,True,True,28,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Credit card (automatic),20.3,487.95,False
438,8728-SKJLR,Olancha,93549,36.296851,-117.865469,Male,False,False,False,41,True,False,Fiber optic,False,False,False,True,False,False,Month-to-month,True,Electronic check,74.25,3089.1,False
439,3253-HKOKL,Elk Grove,95758,38.35363,-121.44195,Female,False,True,True,52,True,False,Fiber optic,True,False,True,False,True,True,One year,False,Electronic check,100.3,5244.45,False
440,3345-PBBFH,Fowler,93625,36.625792,-119.672483,Male,False,True,False,8,True,False,DSL,False,True,False,False,False,False,Month-to-month,True,Bank transfer (automatic),49.55,393.45,False
441,5336-UFNZP,Monterey Park,91755,34.049172,-118.115022,Female,True,True,True,65,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Electronic check,107.45,7047.5,False
442,0867-LDTTC,Sacramento,95830,38.490508,-121.284171,Male,False,False,False,5,True,False,DSL,False,False,True,True,True,True,Month-to-month,False,Bank transfer (automatic),75.15,392.65,False
443,3976-NLDEZ,Mira Loma,91752,33.999992,-117.535395,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.6,20.6,False
444,9279-CJEOJ,Anaheim,92801,33.844983,-117.952151,Female,True,False,False,21,True,True,Fiber optic,False,False,False,False,True,True,Month-to-month,True,Bank transfer (automatic),95.4,2025.1,False
445,2080-CAZNM,Burbank,91502,34.177267,-118.31003,Female,True,False,False,41,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,104.4,4133.95,False
446,5973-EJGDP,Palm Springs,92264,33.745746,-116.514215,Male,False,False,False,51,True,True,Fiber optic,False,True,True,True,False,False,Month-to-month,True,Electronic check,87.35,4473,False
447,7101-HRBLJ,Idyllwild,92549,33.755039,-116.741796,Female,False,True,False,72,True,False,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),83.7,6096.9,False
448,6010-DDPPW,Newport Coast,92657,33.603282,-117.821841,Male,False,True,False,70,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),25.15,1940.85,False
449,9593-CVZKR,Los Angeles,90025,34.046174,-118.446333,Female,False,True,True,56,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,24.45,1385.85,False
450,7274-CGTOD,San Geronimo,94963,38.00474,-122.663717,Male,False,False,False,62,False,No phone service,DSL,True,True,True,True,False,False,Two year,True,Bank transfer (automatic),43.7,2618.3,False
451,6036-TTFYU,Thousand Oaks,91362,34.191842,-118.822796,Female,False,True,False,16,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,19.6,314.45,False
452,6215-NQCPY,Yreka,96097,41.764869,-122.671316,Male,False,False,False,15,True,True,Fiber optic,True,False,False,False,True,True,Month-to-month,True,Electronic check,99.7,1566.75,False
453,1679-JRFBR,Long Beach,90805,33.864622,-118.179626,Female,False,True,False,70,True,True,Fiber optic,True,True,True,False,True,True,One year,True,Credit card (automatic),108.15,7930.55,False
454,7182-OVLBJ,Kenwood,95452,38.419525,-122.521585,Female,False,True,True,62,True,True,Fiber optic,True,False,False,False,True,True,Two year,True,Bank transfer (automatic),101.15,6638.35,False
455,0519-DRGTI,Stockton,95219,38.029729,-121.387999,Female,False,True,True,20,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.35,442.6,False
456,0690-SRQID,Stockton,95203,37.954089,-121.329761,Male,False,False,False,4,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,19.65,67.55,False
457,6429-SHBCB,Maxwell,95955,39.281194,-122.226568,Male,False,False,False,19,True,True,DSL,False,False,False,False,True,True,Month-to-month,False,Mailed check,69.6,1394.55,False
458,4389-UEFCZ,Monte Rio,95462,38.471049,-123.015549,Female,False,True,False,72,True,True,Fiber optic,True,False,True,False,True,True,Two year,True,Electronic check,105.5,7544,False
459,8871-JLMHM,Los Angeles,90061,33.92128,-118.274186,Female,False,True,False,68,True,True,Fiber optic,False,True,True,True,False,False,Two year,False,Credit card (automatic),90.2,6297.65,False
460,6986-IXNDM,Three Rivers,93271,36.413433,-118.854708,Male,False,False,False,14,True,False,Fiber optic,False,False,False,False,True,True,Month-to-month,True,Electronic check,92.9,1337.45,False
461,1409-PHXTF,Lemon Grove,91945,32.733564,-117.033713,Male,True,True,False,54,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Electronic check,110.45,6077.75,False
462,6922-NCEDI,Costa Mesa,92627,33.645672,-117.922613,Male,False,False,False,56,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Mailed check,21.2,1238.65,False
463,0301-KOBTQ,Capitola,95010,36.977025,-121.952864,Male,False,False,False,32,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),20.05,614.45,False
464,4976-LNFVV,Daly City,94015,37.680844,-122.48131,Male,True,True,False,19,False,No phone service,DSL,False,True,True,False,False,False,Month-to-month,True,Credit card (automatic),34.3,577.15,False
465,2954-PIBKO,Los Angeles,90058,34.001617,-118.222274,Female,False,True,False,69,True,True,DSL,True,False,True,True,False,False,Two year,True,Credit card (automatic),64.15,4254.1,False
466,6645-MXQJT,Copperopolis,95228,37.943954,-120.67108,Male,False,True,True,2,True,False,Fiber optic,True,False,False,False,True,True,Month-to-month,False,Electronic check,97.1,184.15,False
467,5600-KTXFM,Ventura,93004,34.278697,-119.167798,Male,False,True,True,2,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Mailed check,69.95,143.9,False
468,6862-CQUMB,San Diego,92126,32.886925,-117.152162,Male,False,False,False,37,True,False,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Credit card (automatic),96.1,3646.8,False
469,6992-TKNYO,Richmond,94804,37.921034,-122.341798,Male,False,True,False,38,True,True,DSL,False,False,True,True,False,True,One year,False,Credit card (automatic),69.0,2669.45,False
470,2988-PLAHS,Sierraville,96126,39.559709,-120.345639,Female,False,False,False,3,True,False,DSL,False,False,True,False,True,True,One year,True,Electronic check,69.95,220.45,False
471,5074-FBGHB,Freedom,95019,36.936228,-121.785559,Male,False,False,False,64,True,True,Fiber optic,False,False,True,True,True,True,One year,True,Credit card (automatic),104.65,6889.8,False
472,5897-ZYEKH,Lincoln,95648,38.922812,-121.312005,Female,True,True,False,67,True,True,Fiber optic,True,True,False,False,True,True,One year,True,Electronic check,105.6,7112.15,False
473,1852-QSWCD,Palo Verde,92266,33.3249,-114.758334,Male,False,True,True,64,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,24.8,1514.85,False
474,6551-VLJMV,Hemet,92543,33.739415,-116.968339,Male,False,True,False,34,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.05,679,False
475,8033-ATFAS,San Mateo,94404,37.556094,-122.272437,Female,False,True,True,39,True,False,DSL,False,False,True,False,True,False,Month-to-month,True,Mailed check,59.85,2341.5,False
476,0582-AVCLN,Bakersfield,93304,35.339796,-119.023552,Female,False,False,False,38,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.3,743.05,False
477,8259-DZLIZ,Delhi,95315,37.422961,-120.765493,Female,False,True,True,64,True,True,DSL,False,True,False,False,False,False,One year,True,Bank transfer (automatic),53.85,3399.85,False
478,1555-HAPSU,Fresno,93727,36.751489,-119.68072,Female,False,True,True,71,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),23.9,1663.5,False
479,9481-IEBZY,Nuevo,92567,33.82769,-117.102244,Male,True,True,False,72,True,True,Fiber optic,True,True,True,True,True,True,Month-to-month,True,Credit card (automatic),112.9,8061.5,False
480,1335-HQMKX,Los Angeles,90044,33.952714,-118.292061,Female,False,True,False,72,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Electronic check,101.35,7323.15,False
481,3128-YOVTD,Forbestown,95941,39.531028,-121.24807,Female,False,True,True,51,True,False,Fiber optic,True,True,False,False,False,False,Month-to-month,True,Bank transfer (automatic),79.15,4018.55,False
482,4501-VCPFK,Coachella,92236,33.680031,-116.171678,Male,False,False,False,26,False,No phone service,DSL,False,False,True,True,False,False,Month-to-month,False,Electronic check,35.75,1022.5,False
483,0442-TDYUO,Bodega,94922,38.343282,-122.9755,Male,False,True,False,48,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,20.05,1036,False
484,3466-WAESX,Rancho Cucamonga,91701,34.132275,-117.611478,Male,False,False,True,16,True,True,DSL,True,True,False,False,False,True,Month-to-month,True,Electronic check,69.1,1083.7,False
485,3807-BPOMJ,Dobbins,95935,39.381174,-121.21191,Female,False,True,False,55,True,False,Fiber optic,True,False,False,False,True,True,One year,True,Electronic check,94.75,5276.1,False
486,5018-HEKFO,Rowland Heights,91748,33.976753,-117.897367,Female,False,False,False,10,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,24.5,270.15,False
487,4929-XIHVW,Los Angeles,90034,34.030578,-118.399613,Male,True,True,False,2,True,False,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Credit card (automatic),95.5,181.65,False
488,3696-XRIEN,San Jose,95124,37.257063,-121.923037,Female,False,False,False,50,True,True,DSL,True,False,True,True,True,True,One year,True,Credit card (automatic),82.5,4179.1,False
489,3130-ICDUP,Hercules,94547,37.991259,-122.214945,Female,False,False,True,2,True,True,Fiber optic,True,False,False,False,False,False,Month-to-month,False,Credit card (automatic),80.55,188.1,False
490,9795-NREXC,Stockton,95212,38.049457,-121.21653,Female,False,True,False,64,True,True,DSL,True,False,True,True,True,True,Two year,True,Credit card (automatic),85.0,5484.4,False
491,1971-DTCZB,Yreka,96097,41.764869,-122.671316,Female,False,True,False,72,True,True,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),90.95,6468.6,False
492,0258-NOKBL,Fortuna,95540,40.584991,-124.121504,Male,False,False,False,3,True,False,Fiber optic,False,True,True,False,False,True,Month-to-month,False,Electronic check,90.4,268.45,False
493,7041-TXQJH,Goodyears Bar,95944,39.564113,-120.868836,Female,False,False,False,37,False,No phone service,DSL,False,False,True,False,False,True,Month-to-month,True,Credit card (automatic),40.2,1478.85,False
494,1469-LBJQJ,Victorville,92392,34.486835,-117.362274,Female,False,True,False,66,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,105.2,6936.85,False
495,1303-SRDOK,Rio Dell,95562,40.485849,-124.163234,Female,False,True,True,55,True,False,Fiber optic,False,False,False,False,False,False,Two year,True,Credit card (automatic),69.05,3842.6,False
496,2896-TBNBE,Guadalupe,93434,34.936,-120.594655,Male,False,True,False,40,True,False,Fiber optic,False,True,True,False,False,False,One year,False,Electronic check,80.8,3132.75,False
497,5125-CNDSP,Big Creek,93605,37.17277,-119.2997,Male,False,False,False,63,False,No phone service,DSL,True,True,False,True,False,False,One year,True,Bank transfer (automatic),40.6,2588.95,False
498,0856-NAOES,Concord,94519,37.990118,-122.012188,Male,False,False,False,6,True,False,DSL,False,False,True,False,True,False,Month-to-month,False,Mailed check,60.9,414.1,False
499,8875-AKBYH,Mineral,96063,40.408796,-121.579609,Male,True,False,False,20,True,True,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Electronic check,84.35,1745.2,False
500,9959-WOFKT,Los Angeles,90019,34.049841,-118.33846,Male,False,False,False,71,True,True,Fiber optic,True,False,True,False,True,True,Two year,False,Bank transfer (automatic),106.7,7382.25,False
501,9483-GCPWE,Earp,92242,34.137742,-114.36514,Male,False,False,True,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.1,190.25,False
502,3841-NFECX,Los Angeles,90033,34.050198,-118.210946,Female,True,True,False,71,True,True,Fiber optic,True,True,True,True,False,False,Two year,True,Credit card (automatic),96.35,6766.95,False
503,4109-CYRBD,Menifee,92584,33.653338,-117.178271,Male,True,True,False,29,True,True,DSL,False,False,False,False,False,False,Month-to-month,True,Electronic check,51.6,1442,False
504,1360-XFJMR,Washington,95986,39.34128,-120.786867,Female,False,True,False,67,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Credit card (automatic),109.7,7344.45,False
505,7691-KGKGP,Aliso Viejo,92656,33.571259,-117.731917,Male,False,True,True,53,True,False,DSL,False,True,False,True,True,False,Month-to-month,False,Credit card (automatic),65.0,3363.8,False
506,0234-TEVTT,Tulare,93274,36.185471,-119.375243,Female,False,True,True,48,False,No phone service,DSL,True,False,True,False,False,True,One year,False,Credit card (automatic),45.0,2196.3,False
507,4000-VGMQP,Pollock Pines,95726,38.733908,-120.453416,Male,False,True,True,38,True,True,DSL,False,True,True,False,True,True,One year,False,Credit card (automatic),78.95,2862.55,False
508,0969-RGKCU,Woodland Hills,91367,34.178068,-118.615714,Male,False,True,True,37,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),19.8,677.05,False
509,8617-ENBDS,Helendale,92342,34.757783,-117.33997,Male,False,False,False,3,True,False,Fiber optic,False,False,True,False,False,False,Month-to-month,True,Credit card (automatic),73.6,232.5,False
510,3956-CJUST,San Francisco,94115,37.786031,-122.437301,Female,True,False,False,23,True,False,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),75.4,1643.55,False
511,2001-MCUUW,Corona,92879,33.893823,-117.531446,Male,False,False,False,46,True,True,Fiber optic,False,True,True,True,True,True,Two year,False,Electronic check,108.65,4903.2,False
512,1436-ZMJAN,Gerber,96035,40.03194,-122.176023,Female,False,True,False,10,True,False,DSL,False,False,True,False,True,True,Month-to-month,True,Credit card (automatic),67.8,653.15,False
513,4654-DLAMQ,Warner Springs,92086,33.323705,-116.626907,Female,True,True,False,64,True,False,Fiber optic,True,True,True,False,False,True,One year,False,Bank transfer (automatic),97.0,6430.9,False
514,2586-CWXVV,Hawaiian Gardens,90716,33.830431,-118.074071,Male,False,True,False,54,False,No phone service,DSL,False,True,False,False,False,False,Month-to-month,False,Electronic check,30.4,1621.35,False
515,5619-PTMIK,Lemon Grove,91945,32.733564,-117.033713,Female,False,True,False,46,True,True,DSL,True,False,False,False,False,False,Month-to-month,False,Electronic check,53.1,2459.8,False
516,4815-GBTCD,Wishon,93669,37.287758,-119.548156,Female,False,True,False,4,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,True,Electronic check,25.15,99.95,False
517,5949-HGVJL,Mccloud,96057,41.251322,-122.105209,Female,False,True,False,26,True,False,DSL,False,True,False,True,True,True,Month-to-month,True,Electronic check,73.05,1959.5,False
518,2001-EWBQU,Stockton,95210,38.033219,-121.297433,Female,False,False,False,60,True,True,Fiber optic,False,True,True,False,True,True,Two year,False,Electronic check,104.7,6333.8,False
519,5356-CSVSQ,La Verne,91750,34.144703,-117.770299,Female,False,False,False,3,True,True,DSL,False,False,False,True,True,False,Month-to-month,False,Electronic check,64.6,174.2,False
520,6242-MBHPK,Hathaway Pines,95233,38.184914,-120.364085,Female,True,True,False,23,True,False,Fiber optic,True,False,False,False,True,True,Month-to-month,True,Electronic check,95.1,2326.05,False
521,3212-KXOCR,Inglewood,90302,33.975332,-118.355252,Male,False,False,False,52,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),21.0,1107.2,False
522,1024-KPRBB,San Diego,92101,32.72523,-117.171346,Female,False,False,False,38,True,False,Fiber optic,False,False,False,False,True,True,One year,True,Mailed check,89.1,3342,False
523,6856-RAURS,Rio Oso,95674,38.954144,-121.482536,Female,False,False,False,2,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Mailed check,74.9,136.05,False
524,0076-LVEPS,Tujunga,91042,34.296574,-118.244839,Male,False,False,True,29,False,No phone service,DSL,True,True,True,True,False,False,Month-to-month,True,Mailed check,45.0,1242.45,False
525,9052-DHNKM,Redondo Beach,90277,33.830453,-118.384565,Male,False,False,False,26,True,True,DSL,True,True,False,False,False,False,One year,False,Electronic check,61.55,1581.95,False
526,8317-BVKSO,Termo,96132,41.027281,-120.669427,Male,False,False,False,14,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,20.05,299.3,False
527,5777-ZPQNC,Covina,91724,34.08111,-117.853935,Female,False,False,False,12,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Electronic check,20.15,260.7,False
528,7982-VCELR,Ramona,92065,33.044541,-116.833922,Female,False,False,False,36,True,False,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Credit card (automatic),94.8,3565.65,False
529,1402-PTHGN,Elk Grove,95624,38.434138,-121.30587,Female,False,True,True,18,True,False,DSL,True,True,False,True,False,False,One year,True,Mailed check,61.5,1087.45,False
530,3970-XGJDU,West Hills,91307,34.199787,-118.68493,Female,False,False,False,62,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Credit card (automatic),19.2,1123.65,False
531,6371-NZYEG,Long Beach,90814,33.771612,-118.143866,Male,False,True,False,16,True,False,DSL,True,False,True,False,True,False,Two year,False,Mailed check,64.25,1024,False
532,3511-BFTJW,Glendora,91740,34.119363,-117.855059,Male,False,True,True,72,False,No phone service,DSL,True,True,True,False,False,False,Two year,False,Credit card (automatic),38.5,2763,False
533,0742-LAFQK,Fullerton,92833,33.877639,-117.961212,Male,False,True,False,72,True,True,Fiber optic,True,True,True,False,False,True,Two year,True,Electronic check,99.15,7422.1,False
534,0810-DHDBD,Rohnert Park,94928,38.34719,-122.697822,Female,False,False,False,52,True,True,DSL,True,False,True,True,True,False,One year,False,Credit card (automatic),74.0,3877.65,False
535,6211-WHMYA,Chula Vista,91915,32.605012,-116.97595,Female,True,False,False,64,False,No phone service,DSL,False,True,False,True,True,False,Month-to-month,True,Electronic check,43.85,2751,False
536,2200-DSAAL,Greenbrae,94904,37.946617,-122.563571,Female,False,False,False,68,True,True,DSL,False,True,True,False,True,True,Two year,True,Electronic check,80.65,5330.2,False
537,7601-DHFWZ,Simi Valley,93063,34.296813,-118.685703,Female,False,False,False,48,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),24.0,1183.05,False
538,5338-YHWYT,San Diego,92115,32.762506,-117.07245,Male,False,False,True,37,True,False,DSL,True,True,False,True,False,False,Two year,False,Credit card (automatic),61.45,2302.35,False
539,7643-RCHXS,Montgomery Creek,96065,40.877552,-121.885884,Female,False,True,True,63,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Electronic check,19.35,1263.85,False
540,1972-XMUWV,Miramonte,93641,36.696759,-119.024051,Female,False,True,False,65,True,False,DSL,False,False,False,True,True,False,Two year,True,Credit card (automatic),59.8,3808.2,False
541,3642-BYHDO,Downey,90240,33.956228,-118.120993,Female,False,True,True,71,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),19.9,1389.35,False
542,6725-TPKJO,Duncans Mills,95430,38.445603,-123.063756,Male,False,False,False,44,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.05,845.25,False
543,2023-VQFDL,Riverside,92506,33.930931,-117.361788,Male,False,False,False,18,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Electronic check,19.0,348.8,False
544,2085-JVGAD,Ivanhoe,93235,36.385818,-119.224243,Male,False,True,False,37,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),20.35,697.65,False
545,1074-AMIOH,San Francisco,94127,37.736535,-122.45732,Female,False,True,True,53,True,False,Fiber optic,False,True,True,True,True,True,Month-to-month,True,Bank transfer (automatic),108.25,5935.1,False
546,8404-GFGCZ,Millville,96062,40.531257,-122.148139,Male,False,True,False,4,True,True,DSL,False,False,True,False,True,False,Month-to-month,False,Electronic check,65.6,250.1,False
547,2103-ZRXFN,La Quinta,92253,33.695532,-116.310571,Male,False,False,False,1,True,True,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,50.75,50.75,False
548,6693-DJWTY,Inglewood,90304,33.936827,-118.359824,Female,False,False,True,35,True,False,DSL,True,True,False,False,False,False,One year,False,Credit card (automatic),55.6,2016.45,False
549,2164-SOQXL,Los Angeles,90043,33.988543,-118.334081,Female,False,True,True,20,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.05,406.05,False
550,7267-FRMJW,Sierra Madre,91024,34.168686,-118.057505,Female,False,True,True,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.1,486.05,False
551,5236-XMZJY,Los Angeles,90031,34.085807,-118.206617,Female,False,False,False,42,True,False,DSL,True,True,True,False,False,False,Month-to-month,False,Bank transfer (automatic),59.65,2536.55,False
552,3022-BEXHZ,Sonoma,95476,38.25485,-122.461799,Male,False,True,True,67,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Bank transfer (automatic),111.2,7530.8,False
553,8541-QVFKM,Long Beach,90807,33.830099,-118.182239,Female,False,False,False,8,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,73.5,632.2,False
554,2545-LXYVJ,Suisun City,94585,38.197907,-122.017258,Male,False,True,False,72,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),20.7,1492.1,False
555,6439-LAJXL,Echo Lake,95721,38.851842,-120.076204,Male,False,True,False,9,True,False,DSL,True,True,False,True,True,False,Month-to-month,True,Mailed check,68.95,593.85,False
556,4980-URKXC,Fort Irwin,92310,35.349241,-116.770281,Male,False,True,False,36,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),20.85,720.05,False
557,5693-PIPCS,National City,91950,32.67102,-117.095235,Male,False,False,False,41,True,False,Fiber optic,False,True,False,True,True,True,Two year,True,Credit card (automatic),99.65,4220.35,False
558,1785-BPHTP,Santa Monica,90403,34.031529,-118.491156,Male,False,True,True,28,True,False,Fiber optic,False,False,True,False,True,False,Month-to-month,False,Electronic check,85.45,2289.9,False
559,8198-RKSZG,El Cerrito,94530,37.924838,-122.289145,Female,False,True,True,14,True,True,DSL,False,True,False,True,True,True,Month-to-month,False,Credit card (automatic),80.45,1137.05,False
560,5780-INQIK,San Mateo,94401,37.590421,-122.306467,Female,False,False,False,8,True,False,DSL,False,False,False,True,False,False,Month-to-month,False,Electronic check,49.4,408.25,False
561,5076-YVXCM,Tupman,93276,35.316263,-119.402559,Male,False,False,False,51,True,True,Fiber optic,False,False,False,False,False,True,Month-to-month,False,Bank transfer (automatic),83.4,4149.45,False
562,3454-JFUBC,Pala,92059,33.384345,-117.072619,Male,True,False,False,68,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Credit card (automatic),20.0,1396,False
563,3680-CTHUH,Kneeland,95549,40.664483,-123.865325,Male,False,False,False,60,True,True,Fiber optic,True,True,True,True,True,True,One year,True,Credit card (automatic),116.6,7049.5,False
564,1557-EMYVT,Tecate,91980,32.587557,-116.636816,Female,False,False,False,43,True,True,Fiber optic,True,True,True,True,True,True,Two year,False,Credit card (automatic),115.05,4895.1,False
565,6035-RIIOM,Janesville,96114,40.294034,-120.512622,Female,False,False,False,54,True,True,Fiber optic,False,True,False,False,True,True,Two year,True,Bank transfer (automatic),97.2,5129.45,False
566,2335-GSODA,Camino,95709,38.748316,-120.675512,Male,False,False,True,23,False,No phone service,DSL,True,False,True,True,False,False,Two year,False,Mailed check,40.1,857.75,False
567,7245-JMTTQ,Baldwin Park,91706,34.098275,-117.967399,Female,False,False,False,51,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Electronic check,111.5,5703.25,False
568,3196-NVXLZ,Orange Cove,93646,36.633498,-119.298895,Female,False,False,False,25,True,True,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Mailed check,84.6,2088.05,False
569,7037-MTYVW,San Jose,95133,37.371862,-121.860349,Male,False,True,True,38,True,True,DSL,True,False,True,True,True,True,Two year,True,Bank transfer (automatic),85.4,3297,False
570,2135-DQWAQ,Santa Barbara,93111,34.460197,-119.802602,Female,False,False,False,5,True,False,Fiber optic,False,True,False,False,True,False,Month-to-month,True,Mailed check,85.3,420.45,False
571,5285-MVEHD,Sunnyvale,94087,37.3511,-122.037311,Female,False,True,False,56,True,False,Fiber optic,True,True,True,False,True,True,One year,True,Credit card (automatic),105.6,6068.65,False
572,6728-WYQBC,Westley,95387,37.546007,-121.28257,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),20.95,20.95,False
573,4054-CUMIA,San Miguel,93451,35.886767,-120.608661,Female,False,True,True,18,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,20.25,401.95,False
574,2978-XXSOG,Doyle,96109,40.012675,-120.101857,Female,False,False,False,22,True,True,DSL,True,False,False,True,False,False,Month-to-month,True,Mailed check,59.05,1253.5,False
575,3320-VEOYC,Beverly Hills,90210,34.099891,-118.414338,Male,True,False,False,14,True,True,Fiber optic,False,False,False,False,True,True,Month-to-month,True,Electronic check,95.6,1273.3,False
576,6682-VCIXC,Mad River,95552,40.390301,-123.412327,Female,False,True,False,43,False,No phone service,DSL,True,True,False,True,True,False,One year,True,Bank transfer (automatic),51.25,2151.6,False
577,8942-DBMHZ,San Francisco,94122,37.760412,-122.484966,Male,False,False,False,12,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.45,255.35,False
578,5405-ZMYXQ,Los Angeles,90019,34.049841,-118.33846,Female,False,False,False,8,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Credit card (automatic),74.6,548.9,False
579,9391-LMANN,Pico Rivera,90660,33.989524,-118.089299,Male,False,False,True,53,True,False,Fiber optic,True,True,True,False,False,True,One year,False,Electronic check,95.95,5036.9,False
580,6339-TBELP,Fillmore,93015,34.408161,-118.865111,Male,False,False,False,71,True,True,Fiber optic,False,False,True,True,False,False,Two year,True,Credit card (automatic),86.4,6172,False
581,3452-ABWRL,San Jose,95132,37.424655,-121.74841,Male,True,False,False,47,True,True,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Credit card (automatic),86.05,3865.6,False
582,1656-DRSMG,Chico,95973,39.903272,-121.843567,Female,False,False,False,63,True,True,Fiber optic,False,True,True,True,True,True,Month-to-month,True,Credit card (automatic),109.85,7002.95,False
583,3654-ARMGP,Los Angeles,90064,34.037251,-118.423573,Female,False,False,False,61,True,True,DSL,False,True,True,True,True,True,Two year,False,Credit card (automatic),88.65,5321.25,False
584,4878-BUNFV,Oakland,94621,37.750553,-122.197175,Male,False,True,True,42,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.7,828.85,False
585,0704-VCUMB,San Diego,92103,32.747484,-117.166877,Female,False,True,False,61,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.25,1278.8,False
586,6559-RAKOZ,Orange Cove,93646,36.633498,-119.298895,Male,False,True,True,49,True,True,Fiber optic,False,False,False,True,True,True,One year,True,Electronic check,97.95,4917.9,False
587,4767-HZZHQ,Redondo Beach,90277,33.830453,-118.384565,Male,False,True,True,30,True,False,Fiber optic,False,True,True,False,False,False,Month-to-month,False,Bank transfer (automatic),82.05,2570.2,False
588,4524-QCSSM,Encino,91436,34.152875,-118.486056,Male,False,False,False,26,False,No phone service,DSL,True,True,False,False,False,True,Month-to-month,True,Bank transfer (automatic),44.65,1156.55,False
589,2604-XVDAM,Pope Valley,94567,38.672708,-122.403219,Female,False,False,False,12,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Bank transfer (automatic),43.8,540.95,False
590,0345-XMMUG,Ione,95640,38.33788,-120.954202,Female,False,True,False,46,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Credit card (automatic),108.9,4854.3,False
591,2845-KDHVX,Sheridan,95681,38.984756,-121.345074,Female,False,True,False,64,True,False,DSL,False,True,True,True,False,True,Two year,True,Mailed check,68.3,4378.8,False
592,1580-BMCMR,Tehachapi,93561,35.073777,-118.652112,Male,True,False,False,19,True,False,Fiber optic,True,False,False,False,False,True,Month-to-month,True,Electronic check,87.3,1637.3,False
593,2393-DIVAI,Brea,92821,33.930199,-117.862898,Female,False,False,False,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,20.0,61.7,False
594,2928-HLDBA,Cypress,90630,33.818477,-118.038307,Female,False,False,False,6,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.7,112.75,False
595,4350-ZTLPI,Van Nuys,91401,34.178483,-118.431791,Female,False,True,False,53,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Bank transfer (automatic),108.95,5718.2,False
596,3050-GBUSH,Burlingame,94010,37.57028,-122.365778,Female,False,False,False,3,False,No phone service,DSL,False,False,False,False,True,False,Month-to-month,True,Credit card (automatic),34.8,113.95,False
597,4915-BFSXL,Mount Hermon,95041,37.051166,-122.056194,Male,False,True,True,70,True,True,DSL,True,False,True,False,True,False,Two year,False,Credit card (automatic),68.95,4858.7,False
598,7519-JTWQH,Calipatria,92233,33.143826,-115.497485,Female,False,False,False,69,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Bank transfer (automatic),110.5,7455.45,False
599,0326-VDYXE,Long Beach,90802,33.752524,-118.210737,Female,False,True,False,70,True,True,Fiber optic,False,False,True,False,True,True,One year,True,Electronic check,97.65,6982.5,False
600,1987-AUELQ,Los Angeles,90018,34.028735,-118.317236,Female,False,True,False,71,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),25.05,1873.7,False
601,8626-XHBIE,Riverdale,93656,36.452211,-119.94575,Male,False,False,True,56,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,24.8,1424.2,False
602,2832-SCUCO,Kirkwood,95646,38.631489,-120.015167,Female,False,False,False,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Electronic check,19.9,57.4,False
603,2969-WGHQO,Bradley,93426,35.842889,-121.004862,Female,False,True,True,7,True,False,DSL,True,True,True,False,True,False,One year,False,Electronic check,69.45,477.05,False
604,9625-QNLUX,San Jose,95138,37.246064,-121.749494,Male,False,True,True,68,True,False,Fiber optic,True,True,True,False,True,True,Two year,True,Credit card (automatic),103.25,7074.4,False
605,9081-WWXKP,Soledad,93960,36.414216,-121.360597,Female,False,True,True,47,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.25,873.4,False
606,5839-SUYVZ,Orange,92868,33.787796,-117.875928,Male,False,False,False,16,True,False,Fiber optic,False,False,False,True,False,False,Month-to-month,True,Credit card (automatic),74.55,1170.5,False
607,9169-BSVIN,Winchester,92596,33.657433,-117.04254,Male,False,False,False,12,True,True,DSL,False,False,True,False,True,True,Month-to-month,False,Bank transfer (automatic),74.75,827.05,False
608,5524-KHNJP,Glendale,91205,34.13658,-118.245839,Male,False,True,False,33,True,False,DSL,True,False,True,False,True,True,One year,False,Credit card (automatic),74.75,2453.3,False
609,1784-EZDKJ,Hemet,92544,33.644585,-116.871544,Male,False,True,False,51,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Bank transfer (automatic),106.8,5498.8,False
610,5140-FOMCQ,Oakland,94602,37.803883,-122.208417,Female,False,True,False,59,True,True,Fiber optic,True,True,True,False,True,True,One year,True,Credit card (automatic),109.15,6557.75,False
611,9099-FTUHS,Grass Valley,95945,39.194539,-120.988066,Female,False,False,False,23,True,True,DSL,True,False,False,False,False,False,Month-to-month,False,Electronic check,54.4,1249.25,False
612,0129-KPTWJ,North Highlands,95660,38.671295,-121.388251,Male,False,True,False,72,True,False,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Electronic check,94.65,6747.35,False
613,9626-WEQRM,Cedarville,96104,41.505916,-120.152505,Female,False,False,False,4,False,No phone service,DSL,True,False,False,False,False,False,Month-to-month,True,Mailed check,29.15,110.05,False
614,0727-BNRLG,Los Angeles,90064,34.037251,-118.423573,Male,False,False,False,69,True,True,Fiber optic,False,True,True,True,True,False,Two year,True,Credit card (automatic),97.65,6743.55,False
615,2257-BOVXD,Tahoe City,96145,39.178337,-120.162806,Male,False,True,False,14,True,True,DSL,False,False,False,True,True,False,Month-to-month,True,Credit card (automatic),66.6,979.5,False
616,8259-NFJTV,Flournoy,96029,39.84784,-122.544556,Female,False,True,True,7,False,No phone service,DSL,True,False,False,True,False,False,Month-to-month,False,Mailed check,34.65,246.6,False
617,6993-YGFJV,Cayucos,93430,35.511833,-120.918713,Male,False,True,False,69,True,True,Fiber optic,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),112.55,7806.5,False
618,5448-VWNAM,Oroville,95966,39.473896,-121.415927,Female,False,False,True,19,True,True,DSL,True,True,False,True,True,False,Month-to-month,True,Mailed check,75.9,1375.6,False
619,7338-ERIVA,Etna,96027,41.405193,-123.008567,Male,False,False,False,39,False,No phone service,DSL,True,False,False,True,True,False,One year,False,Bank transfer (automatic),45.05,1790.6,False
620,7718-RXDGG,Newcastle,95658,38.883224,-121.15918,Male,False,True,False,15,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),68.6,1108.6,False
621,6297-NOOPG,Inyokern,93527,36.041315,-118.188235,Female,False,True,False,70,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Electronic check,110.5,7752.05,False
622,7595-EHCDL,Santa Maria,93454,34.943523,-120.256729,Male,False,True,True,32,False,No phone service,DSL,False,False,True,False,True,True,Month-to-month,False,Credit card (automatic),50.6,1653.45,False
623,7251-LJBQN,Strathmore,93267,36.141319,-119.129075,Female,True,False,False,40,True,True,Fiber optic,False,False,True,True,True,True,One year,True,Credit card (automatic),103.75,4188.4,False
624,7175-NTIXE,Redwood City,94061,37.461251,-122.235414,Female,False,False,False,25,True,False,DSL,True,False,False,True,True,True,Month-to-month,True,Credit card (automatic),76.15,1992.95,False
625,9494-BDNNC,Los Angeles,90025,34.046174,-118.446333,Male,False,True,False,66,True,True,Fiber optic,False,True,True,False,False,True,One year,False,Electronic check,95.3,6273.4,False
626,8631-XVRZL,Kyburz,95720,38.766036,-120.209673,Male,False,False,False,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Mailed check,20.15,163.7,False
627,6733-LRIZX,Bodega Bay,94923,38.377165,-123.037957,Male,False,False,False,35,True,True,Fiber optic,True,False,True,True,True,True,Two year,True,Electronic check,108.95,4025.5,False
628,4238-JSSWH,Porterville,93257,36.008958,-118.891593,Female,True,True,False,35,True,True,Fiber optic,False,False,True,False,True,True,Month-to-month,False,Bank transfer (automatic),102.05,3452.55,False
629,8630-QSGXK,Pinon Hills,92372,34.459322,-117.629729,Male,False,True,False,51,True,True,DSL,False,False,False,True,True,True,Two year,True,Bank transfer (automatic),75.2,3901.25,False
630,5840-NVDCG,Pacoima,91331,34.255442,-118.421314,Female,False,True,True,16,True,False,DSL,True,True,False,True,False,True,Two year,False,Bank transfer (automatic),68.25,1114.85,False
631,2811-POVEX,Live Oak,95953,39.258746,-121.77697,Female,True,True,True,23,True,False,Fiber optic,False,True,True,False,False,True,Month-to-month,True,Bank transfer (automatic),88.45,2130.55,False
632,2700-LUEVA,Oakland,94618,37.84551,-122.235181,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),20.75,20.75,False
633,8224-IVVPA,Caliente,93518,35.358953,-118.527064,Female,False,False,False,27,True,False,DSL,True,True,False,False,False,False,Month-to-month,True,Mailed check,56.7,1652.95,False
634,5605-XNWEN,Montebello,90640,34.015217,-118.109962,Male,True,True,False,72,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),25.0,1802.55,False
635,4797-MIWUM,Goleta,93117,34.489983,-120.091246,Male,False,True,True,7,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Bank transfer (automatic),20.25,174.7,False
636,8535-SFUTN,Moreno Valley,92555,33.907361,-117.109972,Male,False,False,False,61,True,True,Fiber optic,True,False,True,False,True,True,Month-to-month,True,Electronic check,106.45,6300.15,False
637,8109-YUOHE,Porter Ranch,91326,34.281911,-118.556218,Male,False,False,False,17,True,False,DSL,True,True,False,False,False,False,One year,False,Mailed check,56.1,946.95,False
638,7328-ZJAJO,Santa Rosa,95409,38.468893,-122.580539,Female,False,True,True,59,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.5,1222.65,False
639,9386-LDCZR,San Ardo,93450,35.996008,-120.85305,Male,False,False,False,43,True,False,Fiber optic,True,True,True,True,False,False,One year,True,Credit card (automatic),90.65,3882.3,False
640,0749-IRGQE,Buena Park,90621,33.874224,-117.993368,Female,True,True,False,13,False,No phone service,DSL,False,False,False,False,True,True,Month-to-month,False,Electronic check,45.3,528.45,False
641,9732-EQMWY,Concord,94518,37.950248,-122.022455,Female,False,True,False,49,True,False,Fiber optic,False,True,True,False,True,True,Month-to-month,False,Electronic check,99.4,5025,False
642,3489-HHPFY,Amboy,92304,34.559882,-115.637164,Female,False,True,False,2,True,True,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Electronic check,84.05,134.05,False
643,4656-CAURT,Phillipsville,95559,40.184094,-123.745487,Male,False,False,False,69,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),23.95,1713.1,False
644,6128-AQBMT,Nicasio,94946,38.065359,-122.665566,Male,True,True,False,41,False,No phone service,DSL,False,True,True,False,True,True,Month-to-month,True,Electronic check,53.95,2215.4,False
645,0447-RXSGD,Monterey,93940,36.362741,-121.869685,Male,False,False,False,24,True,True,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Bank transfer (automatic),99.65,2404.85,False
646,5989-OMNJE,Windsor,95492,38.527297,-122.810044,Female,False,True,False,24,False,No phone service,DSL,True,True,True,False,True,True,One year,False,Electronic check,57.6,1367.75,False
647,6509-TSGWN,Whitethorn,95589,40.053159,-123.995867,Female,False,True,True,37,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,26.45,911.6,False
648,1142-IHLOO,San Diego,92107,32.741852,-117.243453,Female,False,False,False,51,True,False,Fiber optic,False,False,False,False,True,True,One year,False,Credit card (automatic),87.55,4475.9,False
649,0379-DJQHR,Sunnyvale,94089,37.421633,-122.009613,Male,False,True,False,67,True,False,DSL,True,True,True,False,True,True,Two year,False,Credit card (automatic),81.35,5398.6,False
650,6993-YCOBK,Sun Valley,91352,34.231053,-118.338307,Male,False,True,True,60,True,True,Fiber optic,True,False,True,True,True,True,Two year,True,Electronic check,110.6,6586.85,False
651,7439-DKZTW,Paicines,95043,36.525703,-120.952122,Male,False,False,False,1,True,False,Fiber optic,False,False,False,False,True,False,Month-to-month,True,Electronic check,80.55,80.55,False
652,1722-LDZJS,Sanger,93657,36.819628,-119.440414,Male,False,True,True,53,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),20.2,1068.15,False
653,3016-KSVCP,Rancho Palos Verdes,90275,33.753146,-118.367459,Male,False,True,False,29,False,No phone service,DSL,False,False,False,False,True,False,Month-to-month,False,Mailed check,33.75,1009.25,False
654,4472-VESGY,Durham,95938,39.607831,-121.777959,Female,False,True,True,52,True,True,Fiber optic,True,True,True,False,False,True,Month-to-month,False,Bank transfer (automatic),98.15,4993.4,False
655,2916-BQZLN,Reseda,91335,34.200175,-118.540958,Male,False,False,False,19,True,True,Fiber optic,True,False,True,False,False,False,Month-to-month,True,Electronic check,84.75,1651.95,False
656,2181-UAESM,Angelus Oaks,92305,34.1678,-116.86433,Male,False,False,False,2,True,False,DSL,True,False,True,False,False,False,Month-to-month,False,Electronic check,53.45,119.5,False
657,7442-YGZFK,Campo,91906,32.673483,-116.472863,Male,False,False,False,1,True,True,DSL,False,False,False,False,False,False,Month-to-month,True,Credit card (automatic),49.8,49.8,False
658,5149-CUZUJ,Helendale,92342,34.757783,-117.33997,Male,False,True,False,28,True,False,Fiber optic,False,True,True,True,True,False,One year,False,Bank transfer (automatic),92.9,2768.35,False
659,3372-CDXFJ,San Quentin,94964,37.942551,-122.491642,Male,False,True,True,13,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),24.5,343.6,False
660,6575-SUVOI,Los Angeles,90062,34.003553,-118.308933,Female,True,True,False,25,True,True,DSL,True,False,False,True,True,False,Month-to-month,True,Credit card (automatic),69.5,1752.65,False
661,8735-IJJEG,Guatay,91931,32.857946,-116.561917,Male,False,True,False,14,True,False,DSL,False,False,True,False,False,False,Month-to-month,False,Credit card (automatic),50.2,668.85,False
662,8780-RSYYU,Dixon,95620,38.392821,-121.799917,Female,False,False,False,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Credit card (automatic),19.2,532.1,False
663,0869-PAPRP,Pixley,93256,35.957019,-119.330928,Female,True,True,False,26,True,False,Fiber optic,False,False,True,False,True,False,Month-to-month,True,Credit card (automatic),85.7,2067,False
664,5795-KTGUD,Ione,95640,38.33788,-120.954202,Female,False,True,False,68,True,True,Fiber optic,True,True,True,False,True,True,Two year,True,Bank transfer (automatic),110.8,7553.6,False
665,8461-EFQYM,San Jose,95119,37.233226,-121.78809,Female,False,False,False,38,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Electronic check,24.25,914.4,False
666,9435-JMLSX,Monte Rio,95462,38.471049,-123.015549,Male,False,True,False,71,True,False,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),86.1,6045.9,False
667,7243-LCGGZ,Alhambra,91801,34.090925,-118.128164,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.9,20.9,False
668,8387-UGUSU,Irvine,92614,33.680302,-117.833296,Female,False,True,True,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.05,284.3,False
669,6427-FEFIG,South San Francisco,94080,37.654436,-122.426468,Female,False,True,True,24,True,True,DSL,True,False,True,False,True,True,Two year,False,Credit card (automatic),78.6,1846.65,False
670,1407-DIGZV,Redding,96003,40.677649,-122.29467,Female,False,True,True,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.1,52,False
671,8237-ULIXL,San Francisco,94116,37.74441,-122.486764,Female,False,True,False,72,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),24.85,1871.85,False
672,2799-TSLAG,Irvine,92618,33.667145,-117.732135,Female,False,True,True,65,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),25.3,1748.55,False
673,9667-TKTVZ,Los Osos,93402,35.279984,-120.824288,Female,False,False,False,2,True,True,DSL,False,False,False,True,False,False,Month-to-month,True,Mailed check,54.35,117.05,False
674,7824-PANSQ,Mammoth Lakes,93546,37.550074,-118.837167,Male,False,False,False,58,True,True,Fiber optic,False,False,False,True,False,False,Month-to-month,False,Bank transfer (automatic),80.65,4807.35,False
675,4146-SVFUD,Modesto,95351,37.621458,-121.012295,Male,False,False,False,1,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,44.6,44.6,False
676,3070-FNFZQ,Happy Camp,96039,41.831901,-123.487478,Female,False,True,True,23,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),20.4,478.75,False
677,9308-ANMVE,Los Olivos,93441,34.70434,-120.02609,Male,False,False,True,47,True,False,DSL,True,True,False,False,False,False,Month-to-month,True,Electronic check,55.3,2654.05,False
678,9391-TTOYH,Oakland,94611,37.828416,-122.216005,Female,False,False,False,23,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,19.5,470.2,False
679,5376-PCKNB,Montclair,91763,34.072121,-117.698319,Male,False,True,True,72,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Credit card (automatic),104.45,7459,False
680,9695-IDRZR,Greenville,95947,40.160386,-120.835428,Female,False,False,True,34,True,True,Fiber optic,True,True,True,True,True,True,Two year,True,Credit card (automatic),116.15,3946.9,False
681,6092-QZVPP,Fresno,93704,36.799648,-119.801247,Male,False,False,False,36,True,False,DSL,True,False,True,True,True,True,Month-to-month,True,Credit card (automatic),79.2,2854.95,False
682,2075-RMJIK,Santa Ysabel,92070,33.174725,-116.743329,Female,False,True,True,5,True,False,DSL,True,False,False,False,False,False,Month-to-month,True,Mailed check,49.4,232.55,False
683,0795-XCCTE,Bishop,93514,37.04584,-118.397236,Male,True,False,False,72,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),25.4,1809.35,False
684,7017-VFULY,Chatsworth,91311,34.294142,-118.603883,Female,False,True,False,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),20.1,43.15,False
685,5442-BXVND,San Diego,92117,32.825086,-117.199424,Female,False,True,True,33,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Bank transfer (automatic),24.25,838.5,False
686,7465-ZZRVX,Ceres,95307,37.553469,-120.952825,Male,False,False,False,1,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,70.35,70.35,False
687,2697-NQBPF,Fulton,95439,38.493888,-122.777141,Male,False,False,False,34,True,True,Fiber optic,False,True,False,True,True,True,Month-to-month,True,Electronic check,105.35,3540.65,False
688,5504-WSIUR,Chula Vista,91914,32.688506,-116.938632,Female,False,False,False,70,True,True,Fiber optic,False,True,True,True,False,False,One year,True,Bank transfer (automatic),90.25,6385.95,False
689,8782-LKFPK,Beaumont,92223,33.946982,-116.977672,Male,False,False,False,44,True,True,Fiber optic,False,False,True,False,False,True,Month-to-month,True,Mailed check,90.4,4063,False
690,9253-VIFJQ,Chualar,93925,36.596271,-121.442274,Male,False,True,False,65,True,True,DSL,True,True,True,False,False,False,One year,False,Credit card (automatic),67.05,4309.55,False
691,6837-BJYDQ,Wilmington,90744,33.782068,-118.262263,Male,False,False,False,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.6,61.35,False
692,2085-BOJKI,Long Beach,90822,33.778436,-118.118648,Male,False,True,False,17,True,False,Fiber optic,False,False,True,False,True,True,One year,True,Bank transfer (automatic),96.65,1588.25,False
693,1216-JWVUX,San Miguel,93451,35.886767,-120.608661,Male,False,True,True,25,True,False,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Electronic check,75.5,1901.05,False
694,0960-HUWBM,Pleasant Grove,95668,38.833554,-121.498102,Male,False,True,True,65,True,True,Fiber optic,False,False,True,True,True,True,Two year,True,Bank transfer (automatic),104.1,6700.05,False
695,9058-HRZSV,Baldwin Park,91706,34.098275,-117.967399,Female,True,True,False,65,True,False,Fiber optic,True,True,True,False,False,True,Month-to-month,False,Electronic check,94.4,6126.15,False
696,1834-ABKHQ,Upper Lake,95485,39.220368,-122.907693,Female,False,True,True,52,True,False,DSL,False,False,True,False,False,False,One year,True,Bank transfer (automatic),50.95,2610.65,False
697,2550-AEVRU,Woodland Hills,91364,34.153733,-118.593408,Female,False,True,True,57,True,False,DSL,True,True,False,False,False,False,One year,False,Electronic check,53.45,3053,False
698,2408-PSJVE,Chino Hills,91709,33.942895,-117.725644,Male,False,True,True,44,True,False,DSL,False,True,True,True,False,False,Month-to-month,True,Mailed check,61.9,2924.05,False
699,6963-EZQEE,Midpines,95345,37.581496,-119.972762,Male,True,True,False,70,True,True,DSL,True,True,True,True,True,True,Two year,True,Credit card (automatic),88.55,6306.5,False
700,4726-DLWQN,Live Oak,95953,39.258746,-121.77697,Male,True,False,False,50,True,True,DSL,True,True,False,False,True,False,Month-to-month,True,Bank transfer (automatic),70.35,3454.6,False
701,3977-QCRSL,Warner Springs,92086,33.323705,-116.626907,Female,False,False,False,5,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.15,117.95,False
702,4104-PVRPS,Rialto,92376,34.109775,-117.378904,Male,False,True,False,24,True,False,DSL,True,False,False,True,False,False,Month-to-month,False,Mailed check,53.6,1315.35,False
703,4079-WWQQQ,San Francisco,94116,37.74441,-122.486764,Male,False,False,False,72,False,No phone service,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),65.55,4807.45,False
704,5173-ZXXXL,Orange,92869,33.792791,-117.789749,Male,False,False,False,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.95,47.7,False
705,0096-FCPUF,Santa Rosa,95404,38.526941,-122.709096,Male,False,False,False,30,True,True,DSL,True,False,False,False,False,True,Month-to-month,True,Mailed check,64.5,1888.45,False
706,7994-XIRTR,Roseville,95747,38.784329,-121.373245,Male,True,False,False,54,True,False,DSL,False,False,True,True,False,True,One year,False,Bank transfer (automatic),65.25,3529.95,False
707,5337-IIWKZ,Sultana,93666,36.545353,-119.338535,Male,False,True,True,34,False,No phone service,DSL,False,False,True,True,True,False,Month-to-month,True,Electronic check,44.85,1442.6,False
708,1872-EBWSC,Berkeley,94702,37.866009,-122.286228,Female,False,False,False,29,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.35,617.35,False
709,9364-YKUVW,Valley Center,92082,33.25283,-116.986079,Male,False,False,False,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,19.8,309.4,False
710,0434-CSFON,Los Angeles,90071,34.052917,-118.255178,Female,False,True,False,47,True,True,Fiber optic,False,False,True,False,True,True,Month-to-month,True,Electronic check,100.5,4707.1,False
711,8980-WQFWL,Ontario,91761,34.035602,-117.591528,Female,False,False,False,35,True,False,DSL,False,False,True,False,False,True,Month-to-month,True,Electronic check,62.1,2096.1,False
712,5707-ZMDJP,Norwalk,90650,33.905963,-118.08263,Male,False,True,True,53,True,False,DSL,True,True,False,True,True,False,Two year,True,Mailed check,69.7,3729.6,False
713,5193-QLVZB,Bieber,96009,41.083464,-121.107929,Male,False,False,False,63,True,True,Fiber optic,False,True,True,False,True,True,Two year,True,Bank transfer (automatic),104.75,6536.5,False
714,5843-TTHGI,Sunnyvale,94086,37.378541,-122.020456,Female,False,False,False,18,True,False,DSL,False,False,True,False,False,False,Month-to-month,True,Mailed check,50.0,892.7,False
715,5404-GGUKR,Santa Ynez,93460,34.630356,-120.032564,Male,False,False,False,5,True,False,DSL,False,True,False,False,False,False,Month-to-month,True,Electronic check,51.35,262.3,False
716,4328-VUFWD,Vallejo,94591,38.105733,-122.186338,Female,False,False,False,39,True,False,DSL,False,False,False,True,False,True,One year,False,Electronic check,59.3,2209.15,False
717,5970-GHJAW,Irvine,92612,33.643095,-117.810896,Male,False,True,True,46,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.95,862.4,False
718,2322-VCZHZ,El Portal,95318,37.654551,-119.822984,Male,True,True,False,23,True,False,Fiber optic,True,True,False,False,False,True,Month-to-month,True,Electronic check,90.0,2024.1,False
719,0323-XWWTN,San Lucas,93954,36.125529,-120.864443,Male,False,False,True,3,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,26.4,121.25,False
720,4826-TZEVA,O Neals,93645,37.140104,-119.657092,Female,False,False,False,40,True,False,Fiber optic,False,True,False,False,False,False,Month-to-month,False,Credit card (automatic),74.8,2971.7,False
721,2504-DSHIH,Thousand Oaks,91360,34.214054,-118.88109,Male,True,True,False,23,True,True,Fiber optic,False,False,False,False,False,True,Month-to-month,False,Electronic check,86.8,1975.85,False
722,5727-MYATE,Van Nuys,91405,34.202494,-118.448048,Male,False,True,True,72,True,True,DSL,True,True,True,True,True,True,Two year,True,Credit card (automatic),90.8,6397.6,False
723,3873-NFTGI,Fresno,93703,36.768774,-119.762633,Male,False,False,False,14,True,True,DSL,False,True,False,False,False,False,Month-to-month,True,Credit card (automatic),55.5,767.55,False
724,4129-LYCOI,Guinda,95637,38.830739,-122.196202,Female,False,False,True,67,True,True,Fiber optic,False,True,False,True,True,True,Two year,True,Electronic check,104.0,7039.05,False
725,1452-VOQCH,Hinkley,92347,34.983808,-117.239306,Male,False,False,False,1,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,75.1,75.1,False
726,9342-VNIMQ,La Honda,94020,37.285677,-122.224165,Male,False,False,False,33,True,True,DSL,False,True,False,False,False,False,Month-to-month,True,Bank transfer (automatic),54.65,1665.2,False
727,8679-LZBMD,North Fork,93643,37.244307,-119.470256,Male,False,True,False,44,True,False,Fiber optic,False,False,False,False,True,True,One year,True,Bank transfer (automatic),90.65,3974.15,False
728,1741-WTPON,Westport,95488,39.724433,-123.767578,Male,False,True,True,56,True,True,Fiber optic,True,True,True,True,True,True,Two year,False,Mailed check,115.85,6567.9,False
729,8963-MQVYN,Lost Hills,93249,35.637715,-119.893068,Female,False,False,True,22,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,20.55,469.85,False
730,7460-ITWWP,Oakland,94621,37.750553,-122.197175,Female,True,True,False,45,True,False,Fiber optic,False,False,True,False,False,True,Month-to-month,True,Electronic check,86.1,3861.45,False
731,6873-UDNLD,Oakland,94612,37.809014,-122.269739,Male,False,False,False,40,True,False,DSL,True,False,True,False,False,True,Month-to-month,False,Electronic check,67.45,2731,False
732,2937-FTHUR,Cedar Glen,92321,34.255203,-117.175654,Female,False,False,True,18,True,True,DSL,True,False,False,False,False,True,Month-to-month,False,Electronic check,64.8,1166.7,False
733,8208-EUMTE,Villa Park,92861,33.817473,-117.810462,Male,False,False,False,16,False,No phone service,DSL,True,True,True,True,True,False,Two year,False,Mailed check,54.85,916.15,False
734,3806-YAZOV,Lagunitas,94938,38.021772,-122.691744,Female,False,False,False,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,18.8,56,False
735,5038-ETMLM,Sacramento,95823,38.475465,-121.443625,Female,False,True,False,72,True,True,Fiber optic,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),113.65,8182.75,False
736,3569-VLDHH,Sacramento,95824,38.517295,-121.439819,Male,False,True,True,66,True,False,DSL,True,True,True,True,True,False,One year,True,Electronic check,75.1,5013,False
737,3195-TQDZX,Elk Creek,95939,39.53222,-122.594879,Male,False,False,False,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,20.25,61.45,False
738,7921-LMDFQ,Chula Vista,91910,32.636792,-117.054989,Male,True,False,False,51,True,False,Fiber optic,False,False,True,False,True,True,One year,True,Bank transfer (automatic),94.0,4905.75,False
739,9720-JJJOR,San Ysidro,92173,32.555828,-117.040073,Male,False,True,False,41,True,False,DSL,True,True,True,False,False,False,One year,True,Bank transfer (automatic),60.3,2511.3,False
740,1663-MHLHE,Duarte,91010,34.145695,-117.95982,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,19.2,19.2,False
741,4825-FUREZ,San Jose,95148,37.339533,-121.777179,Male,False,True,False,42,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Electronic check,20.25,835.5,False
742,7255-SSFBC,Northridge,91324,34.238208,-118.55029,Male,False,True,True,72,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Bank transfer (automatic),112.25,8041.65,False
743,3694-DELSO,Olancha,93549,36.296851,-117.865469,Male,False,True,True,4,False,No phone service,DSL,True,False,False,False,True,False,Month-to-month,False,Credit card (automatic),38.55,156.1,False
744,9475-NNDGC,Etna,96027,41.405193,-123.008567,Male,False,True,False,71,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Bank transfer (automatic),113.15,7953.25,False
745,3739-YBWAB,Paramount,90723,33.897122,-118.164432,Male,False,True,False,36,False,No phone service,DSL,True,False,True,False,False,False,One year,False,Mailed check,35.35,1317.95,False
746,0536-BGFMZ,Leggett,95585,39.873371,-123.741474,Female,False,True,False,28,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.5,563.05,False
747,4273-MBHYA,Desert Hot Springs,92241,33.832799,-116.250973,Female,False,False,True,1,True,False,Fiber optic,False,False,False,False,True,True,Month-to-month,True,Electronic check,89.35,89.35,False
748,2851-STERV,Descanso,91916,32.912664,-116.635387,Male,True,False,False,35,True,False,DSL,False,False,True,True,True,True,One year,True,Electronic check,73.0,2471.25,False
749,8152-VETUR,Bishop,93514,37.04584,-118.397236,Female,False,True,False,72,True,True,Fiber optic,False,True,False,False,True,True,Two year,True,Credit card (automatic),97.7,6869.7,False
750,6734-CKRSM,Stirling City,95978,39.904002,-121.527823,Female,False,False,False,3,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.0,63.6,False
751,0463-ZSDNT,Escondido,92026,33.21846,-117.116916,Male,False,False,False,10,True,False,DSL,False,False,False,False,False,True,Month-to-month,True,Bank transfer (automatic),56.75,503.25,False
752,8486-AYEQH,Guatay,91931,32.857946,-116.561917,Female,False,False,False,31,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,76.05,2227.8,False
753,4723-BEGSG,Corona,92881,33.833686,-117.513063,Male,False,True,False,72,True,True,DSL,True,False,True,True,True,True,Two year,False,Credit card (automatic),86.65,6094.25,False
754,4018-KJYUY,Courtland,95615,38.311609,-121.554034,Male,False,False,True,22,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),20.15,432.5,False
755,6478-HRRCZ,Stirling City,95978,39.904002,-121.527823,Male,False,True,False,32,True,False,DSL,True,True,False,True,False,True,One year,False,Mailed check,70.5,2201.75,False
756,7924-GJZFI,Jackson,95642,38.336216,-120.76901,Female,True,True,False,25,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,69.3,1813.1,False
757,4890-VMUAV,Alpine,91901,32.827184,-116.703729,Male,False,False,False,63,True,True,DSL,True,True,True,True,False,False,One year,False,Electronic check,71.5,4576.3,False
758,6175-IRFIT,Bangor,95914,39.396585,-121.38029,Male,False,False,False,5,True,False,Fiber optic,False,False,False,False,False,True,Month-to-month,False,Mailed check,78.75,426.35,False
759,9926-PJHDQ,Kingsburg,93631,36.478239,-119.52137,Female,False,True,False,72,True,True,DSL,False,False,True,False,True,True,Two year,True,Bank transfer (automatic),76.8,5468.45,False
760,3178-CIFOT,Amador City,95601,38.431407,-120.8421,Female,False,False,False,23,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Credit card (automatic),19.65,478.1,False
761,8982-NHAVY,Littlerock,93543,34.505273,-117.955054,Male,False,False,False,27,True,True,Fiber optic,False,False,True,False,True,True,One year,True,Bank transfer (automatic),100.5,2673.45,False
762,9348-YVOMK,Anaheim,92802,33.807864,-117.923782,Male,False,False,False,4,True,False,DSL,False,False,False,False,False,False,Month-to-month,True,Credit card (automatic),44.8,176.2,False
763,5734-EJKXG,Goodyears Bar,95944,39.564113,-120.868836,Female,False,False,False,61,True,True,Fiber optic,True,True,True,True,True,True,One year,True,Electronic check,118.6,7365.7,False
764,6507-DTJZV,Cardiff By The Sea,92007,33.015866,-117.272254,Male,False,False,True,13,True,False,DSL,False,False,False,False,True,True,Month-to-month,False,Credit card (automatic),66.4,831.75,False
765,9845-QOMAD,Long Beach,90814,33.771612,-118.143866,Male,False,True,True,14,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.75,309.35,False
766,9289-LBQVU,Hemet,92545,33.734933,-117.044145,Male,False,True,False,64,True,True,DSL,False,True,False,True,False,True,One year,True,Mailed check,70.15,4480.7,False
767,5934-TSSAU,Landers,92285,34.341737,-116.539416,Female,False,True,True,23,True,False,Fiber optic,False,False,True,False,False,False,Month-to-month,True,Credit card (automatic),75.3,1702.9,False
768,2038-YSEZE,Los Angeles,90046,34.108455,-118.362081,Female,False,False,False,29,True,True,DSL,True,True,False,True,False,False,Month-to-month,False,Mailed check,67.45,1801.1,False
769,3308-DGHKL,Linden,95236,38.047746,-121.030499,Male,False,False,False,69,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),19.3,1447.9,False
770,9699-UBQFS,Los Angeles,90065,34.108833,-118.229715,Female,True,True,False,43,True,True,Fiber optic,True,True,False,False,True,False,Month-to-month,True,Electronic check,94.5,4156.8,False
771,8044-BGWPI,Ontario,91764,34.074087,-117.605618,Male,False,True,True,12,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Electronic check,21.15,306.05,False
772,1077-HUUJM,Rancho Cucamonga,91730,34.10097,-117.57882,Female,False,False,True,7,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,71.05,472.65,False
773,1307-ATKGB,Santa Clara,95054,37.393554,-121.965114,Male,False,False,False,24,True,False,Fiber optic,False,True,True,False,False,True,Month-to-month,True,Electronic check,89.55,2187.15,False
774,8738-JOKAR,Covina,91722,34.097345,-117.906736,Female,False,False,False,42,True,False,DSL,True,True,False,True,False,True,One year,True,Mailed check,67.7,2882.25,False
775,6112-KTHFQ,Loleta,95551,40.665952,-124.240051,Female,False,False,False,13,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Mailed check,19.3,279.3,False
776,4482-FTFFX,Penngrove,94951,38.325599,-122.642352,Male,False,False,False,5,True,False,DSL,False,False,True,True,False,False,Month-to-month,False,Electronic check,56.15,291.45,False
777,5313-FPXWG,Three Rivers,93271,36.413433,-118.854708,Male,False,False,False,51,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Bank transfer (automatic),24.6,1266.4,False
778,3422-GALYP,Phillipsville,95559,40.184094,-123.745487,Male,False,False,False,2,True,True,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Electronic check,79.45,145.15,False
779,9537-JALFH,Imperial,92251,32.858595,-115.662709,Male,False,True,True,69,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),19.9,1356.7,False
780,4059-IIEBK,Ojai,93023,34.581308,-118.931948,Female,False,False,False,7,True,True,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Bank transfer (automatic),78.55,522.95,False
781,9225-BZLNZ,Los Angeles,90033,34.050198,-118.210946,Male,False,True,False,72,True,True,DSL,True,True,True,False,True,True,Two year,True,Electronic check,85.25,6083.1,False
782,1845-ZLLIG,Woodbridge,95258,38.169605,-121.310964,Male,False,False,False,1,True,False,DSL,False,True,False,False,False,False,Month-to-month,True,Mailed check,50.15,50.15,False
783,0266-CLZKZ,San Marcos,92078,33.119028,-117.166036,Female,False,True,True,67,True,True,Fiber optic,False,False,True,True,True,True,Two year,True,Bank transfer (automatic),105.65,6717.9,False
784,1099-GODLO,Berkeley,94709,37.878554,-122.26609,Female,False,True,True,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,20.35,20.35,False
785,4377-VDHYI,Patterson,95363,37.410236,-121.320337,Male,False,True,True,32,True,False,Fiber optic,True,True,False,False,False,True,One year,True,Electronic check,90.8,3023.85,False
786,0928-XUTSN,Brawley,92227,33.03933,-115.191857,Female,False,False,False,13,True,False,Fiber optic,False,False,False,False,False,True,Month-to-month,True,Electronic check,80.5,1011.8,False
787,6164-HAQTX,Boonville,95415,39.025867,-123.381544,Male,False,False,False,71,False,No phone service,DSL,True,True,True,True,True,False,Two year,False,Bank transfer (automatic),53.95,3888.65,False
788,5829-NVSQN,Gonzales,93926,36.52588,-121.396719,Female,False,True,False,23,True,False,DSL,True,False,True,True,False,True,One year,True,Bank transfer (automatic),68.75,1689.45,False
789,4973-MGTON,Topaz,96133,38.636052,-119.489162,Female,False,True,False,71,True,False,DSL,True,True,True,True,True,True,Two year,True,Credit card (automatic),84.4,5969.3,False
790,1038-RQOST,Zenia,95595,40.170357,-123.417298,Male,False,True,True,19,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.6,414.95,False
791,7328-OWMOM,San Diego,92111,32.805518,-117.169052,Female,False,False,False,31,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),20.1,589.25,False
792,5075-JSDKI,Woodbridge,95258,38.169605,-121.310964,Female,False,False,False,59,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Electronic check,24.45,1493.1,False
793,8270-RKSAP,Anaheim,92801,33.844983,-117.952151,Male,False,False,False,9,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,70.5,597.9,False
794,8999-YPYBV,Garden Valley,95633,38.852544,-120.837669,Male,False,True,False,45,True,False,DSL,True,True,True,True,True,True,Two year,True,Mailed check,84.35,3858.05,False
795,4139-DETXS,Needles,92363,34.711224,-114.702256,Female,False,True,False,72,False,No phone service,DSL,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),64.45,4528,False
796,2402-TAIRZ,Los Angeles,90012,34.065875,-118.238728,Female,False,False,False,37,True,False,Fiber optic,False,True,True,False,False,False,One year,False,Electronic check,80.05,3019.1,False
797,6652-YFFJO,Tuolumne,95379,37.939768,-120.188002,Female,False,False,False,11,True,False,DSL,False,False,False,False,True,True,Month-to-month,True,Electronic check,64.9,716.1,False
798,4654-ULTTN,Fillmore,93015,34.408161,-118.865111,Male,False,True,False,70,True,True,DSL,True,False,True,True,False,True,Two year,True,Credit card (automatic),74.8,5315.8,False
799,4537-CIBHB,Arvin,93203,35.116307,-118.817644,Female,False,True,True,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.25,172.35,False
800,0895-LNKRC,El Monte,91732,34.074492,-118.01462,Male,False,True,True,6,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.45,113.5,False
801,1309-XGFSN,Pinon Hills,92372,34.459322,-117.629729,Male,True,True,True,52,True,True,DSL,False,True,True,False,True,True,One year,True,Electronic check,80.85,4079.55,False
802,0056-EPFBG,Redding,96003,40.677649,-122.29467,Male,False,True,True,20,False,No phone service,DSL,True,False,True,True,False,False,Two year,True,Credit card (automatic),39.4,825.4,False
803,5402-HTOTQ,Macdoel,96058,41.769709,-121.92063,Male,False,False,False,16,True,True,DSL,False,True,False,False,False,False,Month-to-month,False,Electronic check,55.3,875.35,False
804,9746-MDMBK,Manton,96059,40.426679,-121.850421,Male,False,True,True,47,True,True,Fiber optic,True,True,True,True,True,True,One year,True,Bank transfer (automatic),113.45,5317.8,False
805,0269-XFESX,San Francisco,94133,37.802071,-122.411004,Male,False,True,True,23,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,24.35,538.5,False
806,5243-SAOTC,Bonsall,92003,33.290907,-117.202895,Male,False,False,False,54,True,True,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Bank transfer (automatic),79.85,4308.25,False
807,9053-EJUNL,Mecca,92254,33.543835,-115.993906,Male,False,False,False,41,True,True,Fiber optic,False,True,False,False,True,False,Month-to-month,True,Electronic check,89.2,3645.75,False
808,7989-VCQOH,Auberry,93602,36.991762,-119.242874,Male,False,True,True,18,True,False,DSL,True,False,True,True,True,True,Month-to-month,False,Electronic check,83.25,1611.15,False
809,8799-OXZMD,Los Angeles,90048,34.072945,-118.37267,Female,False,False,False,28,False,No phone service,DSL,False,False,True,False,False,False,Month-to-month,True,Mailed check,29.75,790.7,False
810,0459-SPZHJ,Garden Grove,92843,33.764018,-117.931507,Male,False,True,False,63,True,True,DSL,True,True,True,False,True,True,Two year,False,Credit card (automatic),83.5,5435,False
811,8992-CEUEN,Arnold,95223,38.32153,-120.236358,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Electronic check,18.85,18.85,False
812,0336-PIKEI,Orange,92869,33.792791,-117.789749,Male,True,True,False,72,True,False,DSL,True,True,True,True,True,False,Two year,False,Bank transfer (automatic),74.4,5360.75,False
813,2378-VTKDH,Woodland,95695,38.71967,-121.862416,Male,True,True,False,65,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,104.35,6578.55,False
814,3882-IYOIJ,Yorba Linda,92886,33.897253,-117.792202,Female,False,True,True,60,True,True,Fiber optic,True,True,True,True,True,True,Two year,False,Credit card (automatic),115.25,6758.45,False
815,9581-GVBXT,Santa Maria,93455,34.818227,-120.418784,Male,False,True,True,59,False,No phone service,DSL,True,False,True,False,False,False,One year,False,Mailed check,34.8,1980.3,False
816,6319-QSUSR,Oceanside,92056,33.194742,-117.29032,Female,False,False,True,11,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),19.7,216.2,False
817,5406-KGRMX,Helm,93627,36.520537,-120.118055,Female,False,False,False,71,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Electronic check,24.55,1719.15,False
818,5902-WBLSE,Bonita,91902,32.67117,-117.00232,Female,False,True,True,70,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Credit card (automatic),20.15,1411.2,False
819,7527-QNRUS,Escondido,92027,33.141265,-116.967221,Male,False,True,True,17,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,25.15,412.6,False
820,8292-ITGYJ,Campo Seco,95226,38.233879,-120.861666,Female,False,True,True,45,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),24.65,1138.8,False
821,4824-GUCBY,San Francisco,94127,37.736535,-122.45732,Female,True,False,False,22,True,False,Fiber optic,True,True,False,False,False,False,Month-to-month,False,Electronic check,81.7,1820.9,False
822,7803-XOCCZ,Anza,92539,33.527605,-116.666551,Female,False,True,True,52,True,False,Fiber optic,True,False,True,True,False,False,Month-to-month,True,Bank transfer (automatic),84.05,4326.8,False
823,5312-TSZVC,Hyampom,96046,40.648024,-123.465088,Female,False,False,False,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.65,270.6,False
824,4445-ZJNMU,Manhattan Beach,90266,33.889632,-118.39737,Male,False,False,False,9,True,True,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Credit card (automatic),99.3,918.75,False
825,9822-BIIGN,Los Altos,94024,37.352911,-122.093002,Male,False,True,True,53,True,True,DSL,True,False,False,True,False,True,Month-to-month,False,Electronic check,71.85,3827.9,False
826,6906-MPARY,Redondo Beach,90277,33.830453,-118.384565,Male,False,False,False,40,True,False,Fiber optic,False,True,False,True,False,True,One year,True,Credit card (automatic),89.6,3488.15,False
827,4828-FAZPK,Inglewood,90301,33.956445,-118.358634,Female,False,True,True,16,True,True,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Credit card (automatic),79.95,1267.95,False
828,9795-SHUHB,The Sea Ranch,95497,38.696659,-123.436861,Female,False,True,False,66,True,False,DSL,True,True,False,True,False,False,Two year,True,Credit card (automatic),58.2,3810.8,False
829,8894-JVDCV,Riverside,92505,33.920907,-117.489426,Female,False,False,False,62,True,True,Fiber optic,True,True,True,True,True,True,One year,True,Credit card (automatic),115.05,7133.45,False
830,7164-BPTUT,Banning,92220,33.936298,-116.849577,Male,False,False,True,57,True,True,DSL,True,True,True,True,True,True,Two year,False,Mailed check,89.55,5012.35,False
831,6349-JDHQP,Fowler,93625,36.625792,-119.672483,Female,False,False,False,53,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.85,1049.6,False
832,2984-TBYKU,Barstow,92311,34.965648,-117.001509,Male,False,True,True,72,True,True,Fiber optic,True,True,True,True,False,True,Two year,True,Credit card (automatic),104.9,7732.65,False
833,0640-YJTPY,Smartville,95977,39.176595,-121.291692,Male,False,True,True,72,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),21.0,1493.75,False
834,9708-KFDBY,Oceanside,92054,33.351059,-117.420557,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),20.55,20.55,False
835,1226-IENZN,Los Angeles,90024,34.066303,-118.435479,Male,True,False,False,16,True,False,Fiber optic,False,False,False,False,False,True,Month-to-month,True,Electronic check,78.75,1218.25,False
836,9714-EDSUC,Alviso,95002,37.449537,-121.994813,Male,False,False,False,4,True,False,Fiber optic,True,True,False,True,False,True,Month-to-month,True,Mailed check,94.9,360.55,False
837,1848-LBZHY,Downey,90242,33.921793,-118.140588,Female,False,True,False,7,True,False,DSL,True,False,False,False,False,False,Month-to-month,True,Bank transfer (automatic),50.3,355.1,False
838,1345-ZUKID,Magalia,95954,39.933852,-121.584371,Male,False,False,False,14,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.35,324.8,False
839,0769-MURVM,Carmel Valley,93924,36.414611,-121.6386,Female,False,True,True,72,False,No phone service,DSL,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),65.7,4575.35,False
840,8384-FZBJK,San Mateo,94404,37.556094,-122.272437,Female,False,True,True,57,True,True,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Electronic check,100.6,5611.7,False
841,8707-HOEDG,Palmdale,93552,34.557711,-118.029441,Female,False,True,True,70,True,True,Fiber optic,False,True,True,True,True,True,Two year,True,Electronic check,110.2,7689.8,False
842,3439-GVUSX,Lookout,96054,41.280478,-121.160249,Male,False,False,False,1,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,24.4,24.4,False
843,7325-ENZFI,Santa Cruz,95064,37.007882,-122.065975,Female,False,False,False,39,False,No phone service,DSL,True,True,False,True,False,False,One year,True,Bank transfer (automatic),40.3,1630.4,False
844,6199-IPCAO,Tehachapi,93561,35.073777,-118.652112,Female,False,True,True,29,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,26.1,692.55,False
845,2824-MYYBN,Bakersfield,93313,35.140938,-119.051348,Female,False,True,True,37,True,True,Fiber optic,False,False,False,False,True,True,Month-to-month,True,Electronic check,95.25,3314.15,False
846,7426-WEIJX,Olympic Valley,96146,39.191797,-120.212401,Male,True,True,True,60,True,True,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Electronic check,80.95,4859.1,False
847,7233-DRTRF,Fresno,93701,36.749403,-119.787574,Male,False,True,False,63,True,True,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,102.4,6444.05,False
848,1492-QGCLU,San Diego,92109,32.787836,-117.232376,Male,False,True,True,53,True,True,DSL,True,False,True,True,True,True,Month-to-month,False,Electronic check,85.7,4616.1,False
849,2933-XEUJM,Ballico,95303,37.4695,-120.672724,Female,False,False,False,46,True,True,DSL,True,False,True,False,True,True,Two year,False,Mailed check,79.2,3593.8,False
850,1752-OZXFY,Lockwood,93932,35.989792,-121.055933,Male,False,True,False,60,True,False,DSL,True,False,False,False,True,False,One year,True,Mailed check,59.8,3561.15,False
851,4998-IKFSE,Phelan,92371,34.441123,-117.537886,Female,False,False,False,30,True,True,Fiber optic,False,False,True,False,True,True,Month-to-month,False,Electronic check,100.45,3096.9,False
852,3173-WSSUE,Canoga Park,91304,34.224377,-118.632656,Female,False,True,True,71,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.7,1415.85,False
853,1897-RCFUM,Point Arena,95468,38.911299,-123.609588,Female,False,True,True,39,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Mailed check,24.2,914.6,False
854,9753-OYLBX,San Diego,92122,32.85723,-117.209774,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.5,20.5,False
855,8882-TLVRW,Big Creek,93605,37.17277,-119.2997,Male,False,True,True,69,False,No phone service,DSL,True,False,True,True,False,False,Two year,False,Mailed check,39.1,2779.5,False
856,0526-SXDJP,Bell,90201,33.970343,-118.171368,Male,False,True,False,72,False,No phone service,DSL,True,True,True,False,False,False,Two year,False,Bank transfer (automatic),42.1,2962,False
857,2717-HVIZY,Orleans,95556,41.269521,-123.546958,Female,False,False,True,8,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.05,163.6,False
858,6360-SVNWV,Big Creek,93605,37.17277,-119.2997,Female,True,False,False,31,True,False,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Credit card (automatic),73.55,2094.65,False
859,0784-GTUUK,Newman,95360,37.343846,-121.039391,Male,False,True,False,62,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Credit card (automatic),23.75,1446.8,False
860,2692-AQCPF,San Mateo,94403,37.538309,-122.305109,Female,False,True,False,65,True,True,Fiber optic,False,True,True,True,True,True,One year,True,Credit card (automatic),108.05,7118.9,False
861,4526-ZJJTM,San Mateo,94403,37.538309,-122.305109,Female,True,True,False,25,True,False,Fiber optic,False,True,True,False,False,True,Month-to-month,False,Bank transfer (automatic),88.4,2191.15,False
862,3199-NPKCN,Menlo Park,94025,37.449551,-122.183762,Female,False,True,False,67,True,True,Fiber optic,True,False,True,True,True,True,One year,True,Electronic check,111.25,7511.65,False
863,6258-NGCNG,Compton,90220,33.88151,-118.234451,Male,False,False,False,7,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,23.5,173,False
864,0708-LGSMF,Milpitas,95035,37.441931,-121.878502,Male,False,True,False,13,True,True,DSL,True,False,False,False,False,True,Month-to-month,True,Electronic check,65.85,902.25,False
865,4667-QONEA,Los Angeles,90064,34.037251,-118.423573,Female,True,True,False,60,True,False,DSL,True,True,True,True,False,True,One year,True,Credit card (automatic),74.85,4456.35,False
866,8189-DUKMV,Rancho Cordova,95742,38.591134,-121.161585,Female,False,True,False,4,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),20.5,79.05,False
867,8166-ORCHU,Oakland,94605,37.758019,-122.138678,Male,True,True,False,33,True,False,Fiber optic,True,True,False,True,False,True,One year,True,Electronic check,93.55,3055.5,False
868,9650-VBUOG,Tranquillity,93668,36.635661,-120.288644,Male,False,True,True,38,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),25.05,963.95,False
869,3113-IWHLC,Strathmore,93267,36.141319,-119.129075,Male,False,False,False,5,True,False,DSL,True,False,True,False,False,False,Month-to-month,True,Mailed check,55.8,274.35,False
870,2371-JUNGC,Cupertino,95014,37.306612,-122.080621,Male,False,False,False,11,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.25,208,False
871,9402-CXWPL,Birds Landing,94512,38.140719,-121.838298,Female,False,False,False,70,True,True,Fiber optic,False,True,False,False,True,True,One year,False,Electronic check,98.9,6838.6,False
872,5590-ZSKRV,Gardena,90249,33.90139,-118.315697,Female,False,True,True,8,True,False,DSL,True,True,False,False,False,False,Month-to-month,False,Mailed check,54.65,482.25,False
873,7025-IWFHT,Upland,91784,34.141146,-117.655583,Male,False,False,False,41,True,False,Fiber optic,False,True,False,True,True,False,One year,True,Electronic check,89.55,3729.75,False
874,3227-WLKLI,San Francisco,94112,37.720498,-122.443119,Female,False,True,True,65,True,True,DSL,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),91.55,5963.95,False
875,3723-BFBGR,Borrego Springs,92004,33.200369,-116.192313,Male,True,False,False,24,True,True,DSL,False,True,False,False,False,False,Month-to-month,False,Credit card (automatic),54.8,1291.3,False
876,9830-ECLEN,Winton,95388,37.421299,-120.599587,Male,False,True,True,58,False,No phone service,DSL,True,True,True,False,True,False,One year,False,Mailed check,50.0,2919.85,False
877,4759-PXTAN,Potter Valley,95469,39.408634,-123.045516,Female,False,True,False,59,True,True,DSL,False,True,False,True,True,True,One year,True,Electronic check,80.1,4693.2,False
878,7016-NVRIC,Chualar,93925,36.596271,-121.442274,Male,True,True,False,29,True,False,Fiber optic,True,False,True,False,False,True,One year,False,Bank transfer (automatic),90.1,2656.7,False
879,5088-QZLRL,Corona,92881,33.833686,-117.513063,Male,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Electronic check,20.65,20.65,False
880,8610-ZIKJJ,Tujunga,91042,34.296574,-118.244839,Female,False,True,True,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.3,31.9,False
881,3797-FKOGQ,Canoga Park,91303,34.19829,-118.602203,Male,False,False,True,11,True,True,Fiber optic,False,False,False,False,False,True,Month-to-month,False,Electronic check,86.2,893.2,False
882,3779-OSWCF,Dillon Beach,94929,38.24458,-122.956268,Female,False,True,False,71,True,True,DSL,True,True,True,True,True,True,Two year,False,Credit card (automatic),93.2,6506.15,False
883,9473-CBZOP,Avila Beach,93424,35.186644,-120.728305,Female,False,False,False,28,True,True,DSL,True,False,True,False,False,False,One year,False,Mailed check,59.0,1654.45,False
884,4716-HHKQH,Pomona,91767,34.083086,-117.737997,Male,True,True,False,20,True,True,Fiber optic,False,True,False,True,True,True,Month-to-month,False,Electronic check,107.05,2172.05,False
885,3055-MJDSB,Planada,95365,37.329725,-120.306399,Male,False,False,False,9,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,True,Mailed check,24.6,190.1,False
886,3936-QQFLL,Calimesa,92320,33.982787,-117.057627,Male,False,False,False,2,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,19.75,39.3,False
887,3956-MGXOG,Modesto,95350,37.671806,-121.007575,Female,False,False,False,28,True,False,Fiber optic,False,False,False,False,False,True,Month-to-month,True,Electronic check,80.6,2244.95,False
888,2050-ONYDQ,Montara,94037,37.540582,-122.509594,Female,False,True,True,65,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),26.0,1654.85,False
889,3658-QQJYD,Santa Monica,90401,34.015481,-118.493231,Male,False,False,False,62,True,False,DSL,True,True,False,False,True,True,One year,True,Credit card (automatic),74.3,4698.05,False
890,0455-XFASS,Campbell,95008,37.279689,-121.954567,Female,False,True,True,3,True,False,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,69.55,200.2,False
891,4402-FTBXC,Hopland,95449,38.93706,-123.118111,Male,False,False,False,54,True,False,Fiber optic,True,False,True,False,True,False,Month-to-month,False,Mailed check,89.8,4667,False
892,0723-VSOBE,Dos Rios,95429,39.756049,-123.358701,Female,True,False,False,45,False,No phone service,DSL,False,False,False,False,False,True,One year,False,Electronic check,34.2,1596.6,False
893,6827-IEAUQ,Los Angeles,90035,34.051809,-118.383843,Female,False,True,False,27,True,False,DSL,True,True,True,True,False,False,One year,False,Mailed check,66.15,1874.45,False
894,3629-ZNKXA,Seiad Valley,96086,41.924174,-123.260788,Male,True,False,False,17,True,False,Fiber optic,False,True,True,False,True,True,Month-to-month,True,Electronic check,101.8,1752.45,False
895,0021-IKXGC,San Marcos,92078,33.119028,-117.166036,Female,True,False,False,1,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,72.1,72.1,False
896,9170-ARBTB,Felton,95018,37.089111,-122.062213,Female,False,True,False,52,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Credit card (automatic),19.6,1012.4,False
897,1385-TQOZW,Branscomb,95417,39.710591,-123.682799,Female,False,False,False,9,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,True,Credit card (automatic),20.45,147.55,False
898,9971-ZWPBF,Orinda,94563,37.873916,-122.20522,Male,True,True,True,34,True,True,Fiber optic,False,True,True,True,True,True,Month-to-month,True,Electronic check,108.9,3625.2,False
899,9489-JMTTN,Hickman,95323,37.605926,-120.69955,Female,False,True,True,72,True,True,DSL,True,True,True,True,True,True,Two year,False,Credit card (automatic),89.75,6595.9,False
900,0537-QYZZN,Petaluma,94952,38.237018,-122.77872,Male,True,True,True,24,True,True,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Electronic check,79.85,1857.75,False
901,6578-KRMAW,Planada,95365,37.329725,-120.306399,Male,False,False,False,32,True,False,Fiber optic,True,True,True,False,False,True,Month-to-month,True,Credit card (automatic),93.4,2979.3,False
902,5394-MEITZ,Corona Del Mar,92625,33.600987,-117.862734,Female,False,True,False,60,True,False,DSL,False,True,True,True,True,True,Two year,True,Bank transfer (automatic),80.6,4946.7,False
903,5115-SQAAU,Long Beach,90813,33.781086,-118.199049,Female,False,True,True,69,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),25.6,1673.4,False
904,1855-AGAWH,Bell,90201,33.970343,-118.171368,Male,False,True,False,31,True,False,Fiber optic,False,False,True,False,True,True,One year,True,Electronic check,93.8,2939.8,False
905,3567-PQTSO,Junction City,96048,40.913192,-123.06597,Male,False,True,True,53,True,True,Fiber optic,False,True,True,False,True,True,One year,True,Electronic check,105.25,5576.3,False
906,4299-SIMNS,Temple City,91780,34.101608,-118.055848,Male,False,False,False,9,True,True,Fiber optic,True,False,False,False,False,False,Month-to-month,True,Electronic check,81.15,784.45,False
907,0650-BWOZN,Aguanga,92536,33.482243,-116.827173,Female,True,False,False,18,True,False,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Electronic check,73.55,1359.45,False
908,8383-SGHJU,Lake Arrowhead,92352,34.2565,-117.19335,Female,False,False,False,33,True,True,DSL,True,False,False,True,False,False,One year,False,Electronic check,59.4,1952.8,False
909,7129-AZJDE,Huntington Beach,92647,33.723579,-118.005441,Male,False,True,True,34,True,False,Fiber optic,False,False,False,False,False,True,One year,True,Bank transfer (automatic),78.95,2647.2,False
910,2430-RRYUW,Tecate,91980,32.587557,-116.636816,Male,False,False,False,66,True,False,DSL,True,True,False,False,False,False,One year,True,Mailed check,54.8,3465.7,False
911,0744-BIKKF,Mecca,92254,33.543835,-115.993906,Male,False,False,False,72,True,True,DSL,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),86.65,6224.8,False
912,9509-MPYOD,Newcastle,95658,38.883224,-121.15918,Female,False,False,False,35,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.75,700.45,False
913,5453-AXEPF,San Jose,95134,37.42765,-121.945416,Male,False,True,False,17,True,True,Fiber optic,False,True,False,False,False,False,Month-to-month,True,Bank transfer (automatic),80.5,1336.9,False
914,6103-LIANB,Westminster,92683,33.752591,-117.993661,Male,False,True,True,59,True,True,Fiber optic,False,False,True,False,True,True,Two year,True,Credit card (automatic),99.5,5861.75,False
915,3282-ZISZV,South El Monte,91733,34.04622,-118.053753,Male,False,False,False,32,True,True,DSL,False,True,True,True,True,True,One year,False,Credit card (automatic),83.7,2633.3,False
916,3665-JATSN,Mount Shasta,96067,41.33832,-122.290756,Female,False,False,False,19,False,No phone service,DSL,False,True,False,False,False,True,Month-to-month,True,Electronic check,39.7,710.05,False
917,9504-DSHWM,Litchfield,96117,40.507272,-120.338228,Male,False,False,False,20,True,True,DSL,True,False,False,True,False,False,Month-to-month,False,Bank transfer (automatic),59.2,1191.2,False
918,5671-RQRLP,Fowler,93625,36.625792,-119.672483,Female,True,True,False,70,True,True,Fiber optic,False,False,False,False,False,False,Two year,True,Credit card (automatic),75.65,5411.4,False
919,3340-QBBFM,Petaluma,94954,38.235021,-122.557332,Male,True,True,False,36,True,False,DSL,False,False,True,True,False,False,One year,False,Credit card (automatic),54.1,1992.85,False
920,6754-WKSHP,Brisbane,94005,37.684694,-122.40712,Male,False,False,True,30,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Bank transfer (automatic),25.35,723.3,False
921,1480-IVEVR,Montara,94037,37.540582,-122.509594,Male,True,True,False,35,True,True,Fiber optic,False,False,True,False,False,False,One year,True,Bank transfer (automatic),81.6,2815.25,False
922,3745-HRPHI,Yuba City,95993,39.075694,-121.70606,Male,False,True,True,66,False,No phone service,DSL,False,False,True,True,True,True,Two year,False,Bank transfer (automatic),54.65,3632,False
923,3701-SFMUH,Trabuco Canyon,92679,33.631119,-117.567346,Male,False,True,True,7,True,False,DSL,True,False,False,False,True,True,Month-to-month,False,Credit card (automatic),69.7,516.15,False
924,1472-TNCWL,El Sobrante,94803,37.963995,-122.288296,Male,False,False,True,36,True,False,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Electronic check,94.7,3512.5,False
925,4644-OBGFZ,San Francisco,94115,37.786031,-122.437301,Male,False,True,True,55,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.5,1026.35,False
926,0533-UCAAU,Montgomery Creek,96065,40.877552,-121.885884,Male,True,True,False,57,True,True,DSL,False,True,True,False,True,False,One year,True,Credit card (automatic),71.1,4140.1,False
927,7801-KICAO,Pasadena,91103,34.167465,-118.165327,Female,False,False,False,18,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,True,Electronic check,74.15,1345.75,False
928,0386-CWRGM,Beverly Hills,90210,34.099891,-118.414338,Female,False,True,True,46,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.4,967.85,False
929,2582-FFFZR,Vallejo,94592,38.093701,-122.276589,Female,False,False,False,22,False,No phone service,DSL,False,False,True,False,True,True,Month-to-month,True,Electronic check,50.6,1073.3,False
930,1429-UYJSV,San Jose,95119,37.233226,-121.78809,Female,False,False,False,12,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.7,260.9,False
931,0233-FTHAV,Livingston,95334,37.361987,-120.748394,Female,False,False,False,60,True,True,Fiber optic,False,False,True,False,False,False,One year,True,Bank transfer (automatic),79.2,4765,False
932,7181-OQCUT,Fresno,93706,36.654614,-119.903674,Male,False,False,False,21,True,True,Fiber optic,True,False,True,False,True,True,Month-to-month,False,Mailed check,103.85,2215,False
933,6384-VMJHP,Bethel Island,94511,38.050558,-121.646924,Female,False,False,False,72,True,False,DSL,True,True,True,True,False,True,Two year,True,Credit card (automatic),73.0,5265.2,False
934,2511-MORQY,Torrance,90502,33.833181,-118.292062,Male,False,True,False,50,True,True,DSL,False,False,True,False,False,False,One year,False,Bank transfer (automatic),54.9,2614.1,False
935,7011-CVEUC,Chula Vista,91911,32.607964,-117.059459,Male,False,True,False,25,True,False,Fiber optic,False,False,False,True,True,True,Month-to-month,True,Credit card (automatic),95.7,2338.35,False
936,9968-FFVVH,Potter Valley,95469,39.408634,-123.045516,Male,False,False,False,63,True,True,DSL,True,True,True,True,False,False,One year,False,Bank transfer (automatic),68.8,4111.35,False
937,9107-UKCKY,Carpinteria,93013,34.441398,-119.513163,Male,False,True,False,61,True,True,DSL,False,True,True,False,True,True,One year,True,Electronic check,79.8,4914.8,False
938,7996-MHXLW,Ocotillo,92259,32.698964,-115.886656,Female,False,False,False,66,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Credit card (automatic),25.15,1683.6,False
939,6718-BDGHG,Gold Run,95717,39.170376,-120.838404,Female,False,True,False,43,True,True,DSL,False,False,False,True,True,False,One year,True,Bank transfer (automatic),64.85,2908.2,False
940,7138-GIRSH,Camarillo,93012,34.205504,-118.993111,Male,False,False,False,50,True,True,DSL,False,False,True,True,False,True,Two year,False,Bank transfer (automatic),69.5,3418.2,False
941,6463-HHXJR,Lemon Cove,93244,36.462671,-118.997291,Female,False,True,True,71,True,True,Fiber optic,True,True,True,False,True,False,Two year,False,Bank transfer (automatic),100.5,7030.65,False
942,0603-OLQDC,Whittier,90601,34.007353,-118.033683,Male,False,False,True,12,True,False,DSL,True,False,False,False,True,True,Month-to-month,True,Mailed check,69.85,837.5,False
943,6614-VBEGU,Loma Linda,92354,34.049315,-117.255974,Female,False,True,False,24,True,False,DSL,False,True,False,False,True,True,Month-to-month,True,Bank transfer (automatic),69.45,1614.05,False
944,3566-VVORZ,Westlake Village,91361,34.130992,-118.894673,Female,False,True,False,12,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Bank transfer (automatic),45.9,505.95,False
945,8434-PNQZX,Marina Del Rey,90292,33.977468,-118.445475,Female,False,False,False,42,True,True,DSL,False,False,True,True,True,True,Two year,True,Credit card (automatic),78.45,3373.4,False
946,5249-QYHEX,Rancho Mirage,92270,33.763678,-116.429928,Female,False,True,True,40,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Mailed check,24.8,1024.7,False
947,2673-ZALNP,Mcarthur,96056,41.10831,-121.360362,Female,False,False,False,7,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.9,173.15,False
948,8148-BPLZQ,Jacumba,91934,32.649787,-116.2237,Male,False,False,False,34,True,False,DSL,False,True,False,False,False,False,Month-to-month,True,Electronic check,49.8,1734.2,False
949,8590-YFFQO,Morgan Hill,95037,37.161544,-121.649371,Male,False,True,False,70,True,False,DSL,True,True,True,True,False,False,Two year,False,Credit card (automatic),64.95,4523.25,False
950,2592-YKDIF,North Highlands,95660,38.671295,-121.388251,Female,False,False,False,1,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.35,20.35,False
951,6621-YOBKI,San Ardo,93450,35.996008,-120.85305,Male,False,False,False,5,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Mailed check,20.35,92.75,False
952,4302-ZYFEL,Belvedere Tiburon,94920,37.885629,-122.46858,Male,False,True,True,69,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Credit card (automatic),20.55,1403.1,False
953,2108-GLPQB,Los Angeles,90025,34.046174,-118.446333,Male,False,True,False,25,True,True,DSL,False,False,True,False,False,False,Month-to-month,False,Credit card (automatic),55.55,1405.3,False
954,2428-HYUNX,San Francisco,94109,37.794487,-122.42227,Male,True,True,False,44,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Credit card (automatic),19.35,847.25,False
955,7361-YPXFS,Brawley,92227,33.03933,-115.191857,Female,True,False,False,28,True,True,DSL,False,True,True,True,False,False,Month-to-month,False,Bank transfer (automatic),64.45,1867.6,False
956,5478-JJVZK,Fair Oaks,95628,38.652065,-121.25441,Female,False,False,False,33,True,True,DSL,True,True,False,False,False,False,Month-to-month,True,Mailed check,60.9,2033.85,False
957,8958-JPTRR,Calabasas,91302,34.130861,-118.68346,Female,False,True,False,56,True,True,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Electronic check,24.3,1261.7,False
958,8540-ZQGEA,Playa Del Rey,90293,33.947305,-118.439841,Female,False,True,False,54,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),20.05,1102.4,False
959,0895-UADGO,River Pines,95675,38.545775,-120.743325,Male,False,False,False,8,False,No phone service,DSL,True,False,False,True,False,True,Two year,True,Mailed check,44.55,343.45,False
960,5505-OVWQW,Sacramento,95815,38.608405,-121.449942,Female,False,False,False,17,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,20.15,353.65,False
961,1591-MQJTP,Long Beach,90804,33.783047,-118.1486,Male,True,True,False,51,True,True,Fiber optic,True,False,True,False,False,True,One year,True,Bank transfer (automatic),93.65,4839.15,False
962,1401-FTHFQ,Culver City,90232,34.019323,-118.391902,Male,False,True,True,23,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,True,Credit card (automatic),20.0,445.3,False
963,2673-CXQEU,Gardena,90247,33.890853,-118.297967,Female,True,False,False,56,True,True,Fiber optic,True,True,True,False,True,True,One year,False,Electronic check,110.5,6139.5,False
964,4077-HWUYD,Modesto,95354,37.639029,-120.964772,Male,False,True,True,72,True,True,DSL,True,True,True,True,True,True,Two year,True,Bank transfer (automatic),87.55,6463.15,False
965,9761-XUJWD,Fresno,93650,36.841655,-119.797113,Male,False,False,False,5,True,False,DSL,False,True,False,True,False,True,Month-to-month,True,Bank transfer (automatic),65.6,339.9,False
966,5619-XZZKR,Santa Maria,93454,34.943523,-120.256729,Male,False,False,False,4,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,False,Mailed check,19.95,68.2,False
967,7392-YYPYJ,Santa Ana,92706,33.765893,-117.881533,Male,False,False,False,22,True,True,Fiber optic,False,True,False,False,True,True,Month-to-month,True,Electronic check,100.65,2415.95,False
968,1231-YNDEK,Redding,96002,40.527834,-122.318749,Male,False,False,False,58,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),19.15,1035.5,False
969,3370-HXOPH,Mountain View,94041,37.388349,-122.075299,Female,False,False,False,3,True,True,Fiber optic,False,False,False,False,False,False,Month-to-month,False,Electronic check,76.1,257.6,False
970,9871-ELEYA,Del Rey,93616,36.657462,-119.595293,Female,False,False,False,34,True,False,DSL,True,False,True,True,True,False,Two year,False,Credit card (automatic),67.65,2339.3,False
971,8822-KNBHV,Los Angeles,90011,34.00709,-118.258681,Female,False,False,False,48,True,True,DSL,True,True,True,False,True,True,One year,True,Credit card (automatic),83.45,3887.85,False
972,3274-NSDWE,Ivanhoe,93235,36.385818,-119.224243,Female,False,False,False,68,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Credit card (automatic),19.6,1441.65,False
973,4079-VTGLK,Riverside,92501,33.994676,-117.372498,Male,True,True,False,30,True,True,DSL,False,False,True,False,True,True,Two year,False,Electronic check,74.85,2181.75,False
974,8455-HIRAQ,Carmichael,95608,38.626128,-121.328011,Female,False,False,False,8,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,44.45,369.3,False
975,9972-EWRJS,Meadow Valley,95956,39.937017,-121.058043,Female,False,True,True,67,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,True,Bank transfer (automatic),19.25,1372.9,False
976,1919-RTPQD,Fish Camp,93623,37.483535,-119.679414,Male,False,True,True,7,True,False,DSL,False,False,False,False,False,False,Month-to-month,False,Electronic check,44.75,333.65,False
977,9619-GSATL,Dos Rios,95429,39.756049,-123.358701,Female,False,False,False,43,True,False,DSL,False,True,False,True,False,False,One year,False,Electronic check,55.45,2444.25,False
978,2193-SFWQW,San Rafael,94903,38.018065,-122.546024,Male,False,True,True,72,True,False,Fiber optic,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),111.95,8033.1,False
979,5924-IFQTT,Crescent Mills,95934,40.080342,-120.957805,Male,False,True,True,13,True,True,DSL,False,True,True,True,True,False,Month-to-month,True,Electronic check,72.8,930.05,False
980,0575-CUQOV,Hilmar,95324,37.394536,-120.890747,Male,True,True,False,60,True,False,Fiber optic,False,True,True,False,True,True,One year,True,Electronic check,97.95,5867,False
981,0357-NVCRI,El Cajon,92021,32.832706,-116.873258,Female,False,False,True,25,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,False,Credit card (automatic),20.05,471.7,False
982,6434-TTGJP,Geyserville,95441,38.731771,-123.064272,Male,False,True,True,10,False,No phone service,DSL,True,True,True,True,False,True,Two year,False,Credit card (automatic),53.7,521,False
983,2379-GYFLQ,Oceanside,92056,33.194742,-117.29032,Male,False,False,False,46,True,True,Fiber optic,False,True,True,False,True,False,One year,True,Credit card (automatic),94.9,4422.95,False
984,0739-UUAJR,Mountain View,94040,37.380662,-122.086022,Female,False,True,True,72,False,No phone service,DSL,True,False,True,False,True,True,Two year,True,Credit card (automatic),53.8,3952.45,False
985,2266-FUBDZ,San Francisco,94115,37.786031,-122.437301,Male,False,True,True,15,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Mailed check,19.35,278.85,False
986,5898-IGSLP,Mountain View,94041,37.388349,-122.075299,Male,False,True,True,31,True,True,Fiber optic,True,False,True,True,False,False,Month-to-month,False,Electronic check,89.3,2823,False
987,7064-FRRSW,Tarzana,91356,34.157137,-118.548511,Male,True,False,False,48,True,True,Fiber optic,False,True,False,False,True,True,One year,True,Electronic check,99.0,4744.35,False
988,9068-FHQHD,Petrolia,95558,40.274302,-124.210902,Female,False,True,True,40,True,False,False,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,False,Bank transfer (automatic),20.15,777.35,False
989,5527-ACHSO,Orange,92865,33.828779,-117.848299,Female,False,False,False,11,True,False,DSL,False,False,False,True,True,True,Month-to-month,False,Mailed check,70.5,829.3,False
990,5828-DWPIL,Livermore,94550,37.571748,-121.659562,Male,True,True,False,62,True,True,Fiber optic,True,True,True,False,False,False,Month-to-month,True,Electronic check,89.1,5618.3,False
991,5393-HJZSM,San Francisco,94129,37.797526,-122.464531,Female,False,True,True,32,True,False,DSL,True,True,True,True,False,True,Month-to-month,False,Bank transfer (automatic),76.3,2404.15,False
992,1230-QAJDW,Somes Bar,95568,41.444606,-123.471895,Male,False,False,False,3,True,True,DSL,False,False,False,True,True,False,Month-to-month,True,Mailed check,65.25,209.9,False
993,0885-HMGPY,Honeydew,95545,40.342928,-124.063329,Male,False,False,False,62,True,True,DSL,True,True,True,True,False,False,Two year,False,Bank transfer (automatic),69.4,4237.5,False
994,2988-QRAJY,Santa Rosa,95403,38.488431,-122.752839,Male,False,False,False,69,True,True,Fiber optic,True,True,True,False,True,True,Two year,True,Credit card (automatic),110.05,7430.75,False
995,6115-ZTBFQ,Alamo,94507,37.855717,-121.994813,Female,False,True,False,72,False,No phone service,DSL,True,True,True,True,True,True,Two year,False,Bank transfer (automatic),65.5,4919.7,False
996,7351-MHQVU,Volcano,95689,38.481902,-120.603668,Female,False,False,False,6,False,No phone service,DSL,True,True,False,True,False,True,Month-to-month,False,Credit card (automatic),50.95,307.6,False
997,4819-HJPIW,Avery,95224,38.208336,-120.339938,Male,False,False,False,18,False,No phone service,DSL,False,False,False,False,False,False,Month-to-month,False,Mailed check,25.15,476.8,False
998,1206-EHBDD,Rodeo,94572,38.027218,-122.23463,Female,False,True,False,56,True,False,Fiber optic,True,False,True,False,False,False,Two year,False,Bank transfer (automatic),80.3,4513.65,False