Quiz: Customer Churn Analysis Using PySpark

CustomerID,Count,Country,State,City,Zip Code,Lat Long,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 Label,Churn Value,Churn Score,CLTV,Churn Reason
3668-QPYBK,1,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,Male,No,No,No,2,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,53.85,108.15,Yes,1,86,3239,Competitor made better offer
9305-CDSKC,1,United States,California,Los Angeles,90006,"34.048013, -118.293953",34.048013,-118.293953,Female,No,No,Yes,8,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,820.5,Yes,1,86,5372,Moved
1066-JKSGK,1,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.15,20.15,Yes,1,92,4832,Competitor made better offer
8665-UTDHZ,1,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,Male,No,Yes,No,1,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.2,30.2,Yes,1,97,2915,Competitor had better devices
8773-HHUOZ,1,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,Female,No,No,No,17,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,64.7,1093.1,Yes,1,74,3022,Competitor offered higher download speeds
9191-MYQKX,1,United States,California,Lynwood,90262,"33.923573, -118.200669",33.923573,-118.200669,Female,No,Yes,Yes,7,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Yes,1,70,3457,Service dissatisfaction
0867-MKZVY,1,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,Female,No,Yes,Yes,20,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,82.4,1592.35,Yes,1,86,5719,Price too high
3445-HXXGF,1,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,Male,Yes,Yes,No,58,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,45.3,2651.2,Yes,1,100,5444,Service dissatisfaction
2656-FMOKZ,1,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,Female,Yes,No,Yes,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,1145.7,Yes,1,99,5717,Limited range of services
1918-ZBFQJ,1,United States,California,Glendale,91206,"34.162515, -118.203869",34.162515,-118.203869,Female,No,No,Yes,13,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,79.25,1111.65,Yes,1,73,5142,Price too high
8937-RDTHP,1,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,Male,No,No,Yes,1,Yes,No,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,84.6,84.6,Yes,1,66,2484,Poor expertise of phone support
1251-KRREG,1,United States,California,North Hollywood,91601,"34.1692, -118.372498",34.1692,-118.372498,Male,No,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,54.4,114.1,Yes,1,81,2556,Price too high
4959-JOSRX,1,United States,California,La Puente,91744,"34.031441, -117.936436",34.031441,-117.936436,Female,No,Yes,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.6,80.55,Yes,1,99,4884,Lack of affordable download/upload speed
6323-AYBRX,1,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,Male,No,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.35,1099.6,Yes,1,83,5084,Price too high
3580-REOAC,1,United States,California,Bonita,91902,"32.67117, -117.00232",32.67117,-117.00232,Male,No,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),44.85,435.4,Yes,1,83,4061,Poor expertise of phone support
2321-OMBXY,1,United States,California,Carlsbad,92009,"33.098018, -117.258203",33.098018,-117.258203,Female,No,Yes,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),80.3,3058.65,Yes,1,81,2071,Limited range of services
2840-XANRC,1,United States,California,Del Mar,92014,"32.948262, -117.256086",32.948262,-117.256086,Male,Yes,Yes,No,24,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.15,2231.05,Yes,1,73,2212,Lack of affordable download/upload speed
0122-OAHPZ,1,United States,California,Oceanside,92057,"33.254497, -117.285879",33.254497,-117.285879,Female,No,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,511.25,Yes,1,67,2473,Price too high
1010-DIAUQ,1,United States,California,San Diego,92116,"32.765299, -117.122565",32.765299,-117.122565,Male,No,No,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Yes,1,98,5383,Price too high
0979-PHULV,1,United States,California,Holtville,92250,"32.811001, -115.152865",32.811001,-115.152865,Male,No,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Yes,1,80,4020,Extra data charges
0256-LTHVJ,1,United States,California,Ludlow,92338,"34.702766, -116.093376",34.702766,-116.093376,Female,No,Yes,No,28,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,81.05,2227.1,Yes,1,98,5201,Competitor had better devices
7783-YKGDV,1,United States,California,March Air Reserve Base,92518,"33.888323, -117.277533",33.888323,-117.277533,Female,No,No,No,12,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Yes,1,76,2538,Lack of affordable download/upload speed
9282-IZGQK,1,United States,California,Irvine,92612,"33.643095, -117.810896",33.643095,-117.810896,Female,No,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.0,85,Yes,1,80,5679,Don't know
2817-NTQDO,1,United States,California,Huntington Beach,92646,"33.666301, -117.969501",33.666301,-117.969501,Male,No,No,No,13,No,No phone service,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),45.55,597,Yes,1,74,4856,Poor expertise of online support
4710-FDUIZ,1,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,Male,No,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Credit card (automatic),100.3,5614.45,Yes,1,67,5170,Competitor offered more data
1218-VKFPE,1,United States,California,Anaheim,92805,"33.830209, -117.906099",33.830209,-117.906099,Female,No,Yes,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.0,233.55,Yes,1,72,3535,Competitor made better offer
3627-FHKBK,1,United States,California,Anaheim,92806,"33.83796, -117.870494",33.83796,-117.870494,Female,No,No,No,1,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,75.3,Yes,1,87,3244,Competitor had better devices
3419-SNJJD,1,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,Female,Yes,Yes,No,65,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Yes,1,91,4196,Competitor offered higher download speeds
7207-RMRDB,1,United States,California,Santa Barbara,93110,"34.437945, -119.77191",34.437945,-119.77191,Female,No,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.5,6985.65,Yes,1,89,5720,Competitor had better devices
0195-IESCP,1,United States,California,Armona,93202,"36.315979, -119.710852",36.315979,-119.710852,Male,No,Yes,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.25,855.3,Yes,1,75,3573,Competitor offered more data
4580-TMHJU,1,United States,California,Avenal,93204,"35.916943, -120.129921",35.916943,-120.129921,Female,No,Yes,No,43,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,56.15,2499.3,Yes,1,65,2152,Don't know
2024-BASKD,1,United States,California,Exeter,93221,"36.301689, -119.018233",36.301689,-119.018233,Female,No,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.6,74.6,Yes,1,94,3860,Competitor offered more data
4464-JCOLN,1,United States,California,Huron,93234,"36.217864, -120.080117",36.217864,-120.080117,Male,No,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.85,35.9,Yes,1,68,2362,Competitor offered more data
7538-GWHML,1,United States,California,Lemon Cove,93244,"36.462671, -118.997291",36.462671,-118.997291,Female,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,69.65,145.15,Yes,1,80,2323,Competitor made better offer
3276-HDUEG,1,United States,California,Maricopa,93252,"34.737031, -119.460557",34.737031,-119.460557,Female,No,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,75.05,75.05,Yes,1,78,4838,Competitor offered higher download speeds
0823-HSCDJ,1,United States,California,Onyx,93255,"35.676978, -118.101378",35.676978,-118.101378,Male,Yes,No,No,52,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.15,2550.9,Yes,1,90,5597,Competitor offered more data
1448-PWKYE,1,United States,California,Shafter,93263,"35.490705, -119.286833",35.490705,-119.286833,Male,No,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.0,80,Yes,1,88,2046,Competitor had better devices
7133-VBDCG,1,United States,California,Bakersfield,93311,"35.16207, -119.194488",35.16207,-119.194488,Female,No,No,No,25,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Yes,1,85,4535,Competitor offered higher download speeds
4952-YSOGZ,1,United States,California,Lompoc,93436,"34.601055, -120.382917",34.601055,-120.382917,Female,No,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.95,381.3,Yes,1,74,5640,Competitor offered more data
5244-IRFIH,1,United States,California,Los Alamos,93440,"34.758699, -120.275839",34.758699,-120.275839,Male,Yes,Yes,No,33,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.5,3105.55,Yes,1,96,4333,Competitor made better offer
6439-GTPCA,1,United States,California,Pismo Beach,93449,"35.165668, -120.655842",35.165668,-120.655842,Female,No,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,87.25,3941.7,Yes,1,73,5269,Competitor had better devices
6683-VLCTZ,1,United States,California,Johannesburg,93528,"35.363339, -117.637641",35.363339,-117.637641,Male,Yes,No,No,20,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.55,1842.8,Yes,1,92,5444,Competitor offered more data
5842-POCOP,1,United States,California,Randsburg,93554,"35.405722, -117.773354",35.405722,-117.773354,Female,No,Yes,No,5,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Mailed check,88.9,454.15,Yes,1,79,4356,Competitor offered higher download speeds
7314-OXENN,1,United States,California,Trona,93562,"35.74837, -117.384948",35.74837,-117.384948,Male,No,No,No,2,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,82.0,184.65,Yes,1,97,3051,Competitor offered more data
0691-IFBQW,1,United States,California,Biola,93606,"36.798882, -120.019511",36.798882,-120.019511,Female,Yes,No,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.0,4874.8,Yes,1,81,2403,Competitor made better offer
3009-JWMPU,1,United States,California,Five Points,93624,"36.397745, -120.119911",36.397745,-120.119911,Male,No,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,96.75,6125.4,Yes,1,92,5016,Attitude of service provider
3138-BKYAV,1,United States,California,Kerman,93630,"36.727418, -120.123526",36.727418,-120.123526,Male,No,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,85.35,489.45,Yes,1,75,4694,Attitude of service provider
9231-ZJYAM,1,United States,California,Squaw Valley,93675,"36.719141, -119.202677",36.719141,-119.202677,Female,Yes,No,No,4,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.85,292.8,Yes,1,72,5301,Moved
6982-SSHFK,1,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes,1,89,3522,Competitor offered higher download speeds
3027-ZTDHO,1,United States,California,Fresno,93721,"36.732694, -119.783786",36.732694,-119.783786,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.9,89.9,Yes,1,80,5951,Don't know
2382-BCKQJ,1,United States,California,Big Sur,93920,"36.092975, -121.549826",36.092975,-121.549826,Female,No,No,No,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,100.15,6413.65,Yes,1,91,5600,Competitor offered higher download speeds
0947-MUGVO,1,United States,California,Jolon,93928,"35.930782, -121.189757",35.930782,-121.189757,Male,Yes,Yes,No,20,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,1463.5,Yes,1,95,5849,Competitor offered higher download speeds
3804-RVTGV,1,United States,California,Mountain View,94043,"37.419725, -122.062947",37.419725,-122.062947,Male,No,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Yes,1,100,5812,Price too high
0781-LKXBR,1,United States,California,San Francisco,94102,"37.7795, -122.419233",37.7795,-122.419233,Male,Yes,No,No,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.5,918.6,Yes,1,70,4038,Price too high
1907-UBQFC,1,United States,California,San Francisco,94108,"37.791998, -122.408653",37.791998,-122.408653,Male,Yes,No,No,10,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,72.85,688.65,Yes,1,99,3189,Price too high
7074-IEVOJ,1,United States,California,San Francisco,94130,"37.820894, -122.369725",37.820894,-122.369725,Female,Yes,No,No,3,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.4,205.05,Yes,1,91,3501,Product dissatisfaction
6680-WKXRZ,1,United States,California,Antioch,94509,"37.980057, -121.801599",37.980057,-121.801599,Female,No,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Yes,1,97,2054,Don't know
9117-SHLZX,1,United States,California,Fremont,94538,"37.505768, -121.962472",37.505768,-121.962472,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.7,45.7,Yes,1,72,3571,Poor expertise of phone support
3158-MOERK,1,United States,California,Hayward,94545,"37.62984, -122.120843",37.62984,-122.120843,Female,No,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.0,174.8,Yes,1,83,3391,Competitor offered more data
7294-TMAOP,1,United States,California,Castro Valley,94546,"37.708327, -122.083473",37.708327,-122.083473,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,90.55,90.55,Yes,1,72,2627,Competitor made better offer
8919-FYFQZ,1,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,Male,Yes,Yes,No,44,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,30.35,1359.7,Yes,1,96,4829,Competitor had better devices
8603-IJWDN,1,United States,California,Pinole,94564,"37.996462, -122.293716",37.996462,-122.293716,Male,No,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.6,86.6,Yes,1,93,5228,Competitor offered higher download speeds
1989-PRJHP,1,United States,California,Pleasanton,94588,"37.685052, -121.912061",37.685052,-121.912061,Male,Yes,Yes,No,27,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1893.95,Yes,1,65,2377,Competitor had better devices
4695-VADHF,1,United States,California,Oakland,94606,"37.792489, -122.244314",37.792489,-122.244314,Male,No,Yes,No,18,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,57.45,990.85,Yes,1,84,2989,Competitor had better devices
8436-BJUMM,1,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,Male,No,Yes,No,26,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,83.75,2070.6,Yes,1,84,2404,Competitor offered higher download speeds
4184-TJFAN,1,United States,California,Berkeley,94707,"37.897753, -122.279391",37.897753,-122.279391,Female,Yes,Yes,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,88.3,273.75,Yes,1,68,4486,Competitor offered higher download speeds
6941-PMGEP,1,United States,California,Novato,94945,"38.135897, -122.563683",38.135897,-122.563683,Female,No,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.0,412.5,Yes,1,97,3937,Competitor made better offer
4086-YQSNZ,1,United States,California,Glencoe,95232,"38.358464, -120.579304",38.358464,-120.579304,Female,Yes,Yes,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.4,224.05,Yes,1,89,3834,Attitude of service provider
6270-OMFIW,1,United States,California,Valley Springs,95252,"38.156971, -120.849231",38.156971,-120.849231,Male,No,Yes,No,60,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,94.4,5610.25,Yes,1,99,4990,Attitude of support person
5673-FSSMF,1,United States,California,Delhi,95315,"37.422961, -120.765493",37.422961,-120.765493,Female,No,No,No,1,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.15,60.15,Yes,1,91,4611,Attitude of support person
1579-KLYDT,1,United States,California,Hickman,95323,"37.605926, -120.69955",37.605926,-120.69955,Male,No,No,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,90.45,593.45,Yes,1,98,5356,Competitor made better offer
1373-ORVIZ,1,United States,California,Modesto,95351,"37.621458, -121.012295",37.621458,-121.012295,Female,No,Yes,No,11,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.35,740.8,Yes,1,91,2860,Competitor offered higher download speeds
7979-CORPM,1,United States,California,Oakdale,95361,"37.785033, -120.776141",37.785033,-120.776141,Male,No,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Yes,1,67,5927,Don't know
6581-NQCBA,1,United States,California,Snelling,95369,"37.521708, -120.426843",37.521708,-120.426843,Female,No,Yes,No,16,No,No phone service,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,49.95,810.2,Yes,1,78,4840,Don't know
1689-MRZQR,1,United States,California,Turlock,95382,"37.529656, -120.854357",37.529656,-120.854357,Male,No,Yes,No,34,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,78.3,2564.3,Yes,1,77,2777,Don't know
2833-SLKDQ,1,United States,California,Caspar,95420,"39.361283, -123.784599",39.361283,-123.784599,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.05,45.05,Yes,1,98,4094,Network reliability
6818-WOBHJ,1,United States,California,Fulton,95439,"38.493888, -122.777141",38.493888,-122.777141,Female,Yes,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Yes,1,69,5651,Network reliability
2408-TZMJL,1,United States,California,Gualala,95445,"38.848082, -123.50608",38.848082,-123.50608,Male,No,Yes,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,110.15,6448.05,Yes,1,97,4601,Network reliability
8519-IMDHU,1,United States,California,Alderpoint,95511,"40.166028, -123.584144",40.166028,-123.584144,Male,Yes,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Yes,1,83,4981,Network reliability
6393-WRYZE,1,United States,California,Bridgeville,95526,"40.372532, -123.525626",40.372532,-123.525626,Female,No,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,97.65,3207.55,Yes,1,87,3979,Don't know
9415-DPEWS,1,United States,California,Carmichael,95608,"38.626128, -121.328011",38.626128,-121.328011,Female,No,No,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.35,1639.3,Yes,1,96,5727,Competitor offered more data
7943-RQCHR,1,United States,California,Davis,95616,"38.508735, -121.678813",38.508735,-121.678813,Female,No,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,889.9,Yes,1,83,2893,Competitor offered more data
3793-MMFUH,1,United States,California,Davis,95618,"38.544002, -121.685559",38.544002,-121.685559,Female,Yes,No,No,13,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.05,1290,Yes,1,97,2230,Competitor made better offer
3164-AALRN,1,United States,California,Greenwood,95635,"38.921333, -120.897718",38.921333,-120.897718,Male,No,No,No,5,Yes,No,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,70.0,347.4,Yes,1,77,2673,Competitor had better devices
3334-CTHOL,1,United States,California,Jackson,95642,"38.336216, -120.76901",38.336216,-120.76901,Female,No,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,Yes,1,71,2041,Competitor had better devices
0471-LVHGK,1,United States,California,Orangevale,95662,"38.689174, -121.218435",38.689174,-121.218435,Male,No,Yes,No,41,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,73.0,3001.2,Yes,1,86,2041,Competitor offered higher download speeds
5419-CONWX,1,United States,California,Pleasant Grove,95668,"38.833554, -121.498102",38.833554,-121.498102,Female,Yes,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Yes,1,89,2268,Competitor offered more data
1571-SAVHK,1,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,Male,No,No,No,12,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,1132.75,Yes,1,80,5598,Competitor had better devices
2667-WYLWJ,1,United States,California,Dunnigan,95937,"38.931425, -121.946081",38.931425,-121.946081,Female,No,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.75,145,Yes,1,89,2247,Competitor offered higher download speeds
5240-IJOQT,1,United States,California,Grass Valley,95949,"39.099204, -121.137962",39.099204,-121.137962,Male,Yes,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.7,74.7,Yes,1,88,3348,Competitor offered higher download speeds
1092-GANHU,1,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,Male,No,No,No,17,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,76.65,1313.55,Yes,1,87,3182,Competitor offered more data
3186-BAXNB,1,United States,California,Cottonwood,96022,"40.336392, -122.448533",40.336392,-122.448533,Female,No,No,No,1,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.7,91.7,Yes,1,71,4319,Attitude of service provider
9391-EOYLI,1,United States,California,Lewiston,96052,"40.704293, -122.803899",40.704293,-122.803899,Male,Yes,Yes,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.45,950.2,Yes,1,69,5374,Competitor made better offer
6032-KRXXO,1,United States,California,Seiad Valley,96086,"41.924174, -123.260788",41.924174,-123.260788,Male,No,No,No,30,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.25,2755.35,Yes,1,84,5654,Competitor made better offer
8017-LXHFA,1,United States,California,Davis Creek,96108,"41.750354, -120.403885",41.750354,-120.403885,Female,Yes,No,No,23,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,2293.6,Yes,1,95,2740,Competitor made better offer
1262-OPMFY,1,United States,California,Likely,96116,"41.266008, -120.490731",41.266008,-120.490731,Female,No,Yes,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Yes,1,96,5105,Competitor made better offer
7963-GQRMY,1,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,Female,No,Yes,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.3,134.5,Yes,1,88,4903,Extra data charges
1228-FZFRV,1,United States,California,Los Angeles,90007,"34.027337, -118.28515",34.027337,-118.28515,Male,No,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),105.95,5341.8,Yes,1,79,5536,Extra data charges
5047-LHVLY,1,United States,California,Los Angeles,90020,"34.066367, -118.309868",34.066367,-118.309868,Male,Yes,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.15,50.15,Yes,1,98,3438,Extra data charges
9158-VCTQB,1,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,Female,No,Yes,No,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Yes,1,96,4963,Extra data charges
6839-ITVZJ,1,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,Female,No,Yes,No,26,Yes,Yes,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,60.05,1616.15,Yes,1,71,2039,Don't know
8593-WHYHV,1,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,Male,No,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,85.3,264.8,Yes,1,67,4934,Don't know
6097-EQISJ,1,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,Female,No,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),102.45,6615.15,Yes,1,82,4688,Attitude of support person
4423-YLHDV,1,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,Female,No,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Yes,1,67,5570,Attitude of support person
0516-VRYBW,1,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,Female,No,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.15,390.85,Yes,1,85,4931,Attitude of support person
5922-ABDVO,1,United States,California,Seal Beach,90740,"33.75462, -118.071128",33.75462,-118.071128,Female,No,Yes,No,19,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,No,Mailed check,89.65,1761.05,Yes,1,74,3046,Attitude of support person
6910-HADCM,1,United States,California,Long Beach,90808,"33.823943, -118.111335",33.823943,-118.111335,Female,No,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,76.35,76.35,Yes,1,67,5613,Attitude of support person
8080-DDEMJ,1,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,Male,Yes,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,45.1,45.1,Yes,1,79,4499,Attitude of support person
2485-ITVKB,1,United States,California,Northridge,91325,"34.236683, -118.517588",34.236683,-118.517588,Female,No,Yes,No,2,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.1,68.75,Yes,1,78,2643,Attitude of support person
0923-PNFUB,1,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,Female,No,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,83.75,247.25,Yes,1,65,4852,Attitude of support person
6689-TCZHQ,1,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,Female,Yes,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.95,378.4,Yes,1,65,4054,Attitude of support person
4566-GOLUK,1,United States,California,Rosemead,91770,"34.065108, -118.082791",34.065108,-118.082791,Male,No,Yes,No,47,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Yes,1,98,3620,Attitude of support person
2484-DGXPZ,1,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,Female,No,Yes,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,658.95,Yes,1,67,2687,Attitude of support person
5834-ASPWA,1,United States,California,Jamul,91935,"32.695681, -116.798386",32.695681,-116.798386,Male,No,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.45,75.45,Yes,1,74,5518,Attitude of support person
1024-VRZHF,1,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,Male,No,Yes,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,825.7,Yes,1,70,2044,Attitude of support person
3424-NMNBO,1,United States,California,Pauma Valley,92061,"33.313828, -116.940501",33.313828,-116.940501,Male,Yes,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,108.85,6287.25,Yes,1,91,4739,Competitor offered higher download speeds
8565-CLBZW,1,United States,California,San Diego,92102,"32.716007, -117.117462",32.716007,-117.117462,Male,No,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,89.85,2165.05,Yes,1,95,2050,Competitor offered higher download speeds
4795-KTRTH,1,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,Female,Yes,Yes,No,5,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.0,371.65,Yes,1,99,4287,Product dissatisfaction
6481-OGDOO,1,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,Male,No,Yes,No,67,Yes,No,Fiber optic,Yes,Yes,No,No,No,Yes,One year,Yes,Credit card (automatic),90.6,6056.15,Yes,1,73,4394,Product dissatisfaction
8305-VHZBZ,1,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.2,20.2,Yes,1,92,4325,Product dissatisfaction
9961-JBNMK,1,United States,California,Desert Center,92239,"33.889605, -115.257009",33.889605,-115.257009,Male,Yes,No,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Yes,1,87,4317,Product dissatisfaction
9734-UYXQI,1,United States,California,Holtville,92250,"32.811001, -115.152865",32.811001,-115.152865,Female,No,No,No,2,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,106.55,Yes,1,97,5115,Product dissatisfaction
3177-LASXD,1,United States,California,Westmorland,92281,"33.03679, -115.60503",33.03679,-115.60503,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,71.35,71.35,Yes,1,77,2619,Poor expertise of phone support
4897-QSUYC,1,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.15,20.15,Yes,1,86,4939,Attitude of support person
3806-DXQOM,1,United States,California,Baker,92309,"35.28952, -116.092214",35.28952,-116.092214,Female,No,No,No,4,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,33.65,137.85,Yes,1,95,2563,Attitude of service provider
2153-MREFK,1,United States,California,Fawnskin,92333,"34.274846, -116.937581",34.274846,-116.937581,Female,No,Yes,No,37,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,Yes,Electronic check,99.2,3754.6,Yes,1,79,3599,Attitude of support person
0925-VYDLG,1,United States,California,Ludlow,92338,"34.702766, -116.093376",34.702766,-116.093376,Female,No,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,75.25,242,Yes,1,83,5898,Attitude of service provider
8035-BUYVG,1,United States,California,Running Springs,92382,"34.186211, -117.07683",34.186211,-117.07683,Male,No,Yes,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Electronic check,42.35,1716.45,Yes,1,67,5422,Attitude of support person
4021-RQSNY,1,United States,California,Moreno Valley,92555,"33.907361, -117.109972",33.907361,-117.109972,Male,Yes,Yes,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.5,3004.15,Yes,1,72,5137,Attitude of service provider
3207-OYBWH,1,United States,California,Newport Beach,92661,"33.601309, -117.902304",33.601309,-117.902304,Male,Yes,Yes,No,57,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Yes,1,86,6259,Attitude of support person
4285-GYRQC,1,United States,California,Newport Beach,92662,"33.606336, -117.893042",33.606336,-117.893042,Female,No,Yes,No,7,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,86.25,587.1,Yes,1,89,3344,Attitude of support person
7216-EWTRS,1,United States,California,Newport Beach,92663,"33.62251, -117.927024",33.62251,-117.927024,Female,Yes,Yes,No,1,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.8,100.8,Yes,1,65,3128,Attitude of service provider
2528-HFYZX,1,United States,California,Santa Ana,92706,"33.765893, -117.881533",33.765893,-117.881533,Male,Yes,Yes,No,17,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,76.45,1233.4,Yes,1,92,3266,Attitude of support person
2482-CZGBB,1,United States,California,Anaheim,92804,"33.818, -117.974404",33.818,-117.974404,Male,No,No,No,10,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.0,740,Yes,1,67,3156,Attitude of support person
4529-CKBCL,1,United States,California,Ventura,93001,"34.360261, -119.306383",34.360261,-119.306383,Female,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.2,146.05,Yes,1,85,4381,Attitude of service provider
2506-CLAKW,1,United States,California,Ventura,93003,"34.279221, -119.221437",34.279221,-119.221437,Female,No,No,No,6,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Yes,1,80,3578,Attitude of support person
0320-JDNQG,1,United States,California,Oxnard,93035,"34.18454, -119.224666",34.18454,-119.224666,Male,No,Yes,No,23,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,99.85,2331.3,Yes,1,83,3425,Don't know
1587-FKLZB,1,United States,California,Santa Barbara,93101,"34.419203, -119.710008",34.419203,-119.710008,Male,Yes,Yes,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Yes,1,96,4479,Attitude of support person
4307-KTUMW,1,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,Male,No,Yes,No,53,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,93.9,5029.2,Yes,1,68,5543,Attitude of service provider
5440-FLBQG,1,United States,California,Santa Barbara,93110,"34.437945, -119.77191",34.437945,-119.77191,Male,Yes,Yes,No,69,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.4,7318.2,Yes,1,73,4708,Attitude of service provider
7470-MCQTK,1,United States,California,Alpaugh,93201,"35.869626, -119.498771",35.869626,-119.498771,Female,No,Yes,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,Yes,1,86,2655,Attitude of support person
1846-XWOQN,1,United States,California,Bradley,93426,"35.842889, -121.004862",35.842889,-121.004862,Female,Yes,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,70.15,Yes,1,71,2825,Competitor made better offer
0235-KGSLC,1,United States,California,Buellton,93427,"34.631362, -120.238218",34.631362,-120.238218,Female,No,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Yes,1,86,3967,Moved
5136-KCKGI,1,United States,California,Templeton,93465,"35.536115, -120.739231",35.536115,-120.739231,Female,No,Yes,No,33,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Mailed check,103.7,3467,Yes,1,76,4461,Competitor had better devices
3722-WPXTK,1,United States,California,Benton,93512,"37.653947, -118.231443",37.653947,-118.231443,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,88.35,88.35,Yes,1,72,4254,Competitor offered higher download speeds
7854-FOKSF,1,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,Male,No,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,35.9,35.9,Yes,1,93,4747,Competitor offered higher download speeds
8263-JQAIK,1,United States,California,Palmdale,93591,"34.598221, -117.79593",34.598221,-117.79593,Male,Yes,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.45,47.5,Yes,1,77,5573,Competitor offered more data
9492-TOKRI,1,United States,California,Dinuba,93618,"36.523619, -119.386868",36.523619,-119.386868,Female,No,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.0,1527.35,Yes,1,97,2708,Price too high
2609-IAICY,1,United States,California,North Fork,93643,"37.244307, -119.470256",37.244307,-119.470256,Female,No,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,77.15,77.15,Yes,1,79,2756,Limited range of services
1740-CSDJP,1,United States,California,Oakhurst,93644,"37.648647, -119.231447",37.648647,-119.231447,Male,No,No,No,1,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,Yes,1,88,2548,Lack of affordable download/upload speed
7641-EUYET,1,United States,California,Tranquillity,93668,"36.635661, -120.288644",36.635661,-120.288644,Male,Yes,Yes,No,46,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,100.7,4541.2,Yes,1,72,5712,Product dissatisfaction
9921-ZVRHG,1,United States,California,Traver,93673,"36.456091, -119.486225",36.456091,-119.486225,Female,No,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,80.45,1072,Yes,1,94,4155,Service dissatisfaction
4701-MLJPN,1,United States,California,Fresno,93702,"36.739385, -119.753649",36.739385,-119.753649,Male,No,No,No,31,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,55.25,1715.65,Yes,1,78,2933,Lack of self-service on Website
1596-BBVTG,1,United States,California,Fresno,93711,"36.833002, -119.82947",36.833002,-119.82947,Male,No,No,No,35,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.35,2636.05,Yes,1,79,2785,Don't know
5373-SFODM,1,United States,California,San Lucas,93954,"36.125529, -120.864443",36.125529,-120.864443,Male,Yes,Yes,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Yes,1,82,3041,Product dissatisfaction
8931-GJJIQ,1,United States,California,Burlingame,94010,"37.57028, -122.365778",37.57028,-122.365778,Female,No,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.3,803.3,Yes,1,97,3520,Lack of self-service on Website
5130-IEKQT,1,United States,California,San Francisco,94109,"37.794487, -122.42227",37.794487,-122.42227,Male,Yes,No,No,25,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,105.95,2655.25,Yes,1,100,4283,Price too high
0407-BDJKB,1,United States,California,San Francisco,94114,"37.758085, -122.434801",37.758085,-122.434801,Male,No,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,95.75,5742.9,Yes,1,88,4129,Service dissatisfaction
4074-SJFFA,1,United States,California,San Francisco,94122,"37.760412, -122.484966",37.760412,-122.484966,Female,No,No,No,1,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Mailed check,54.75,54.75,Yes,1,83,2614,Network reliability
7576-OYWBN,1,United States,California,San Mateo,94402,"37.556634, -122.317723",37.556634,-122.317723,Male,Yes,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,231.8,Yes,1,67,2930,Price too high
4323-SADQS,1,United States,California,Concord,94521,"37.971421, -121.971504",37.971421,-121.971504,Male,No,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,34.5,279.25,Yes,1,93,3520,Service dissatisfaction
4446-BZKHU,1,United States,California,Pleasant Hill,94523,"37.95338, -122.076886",37.95338,-122.076886,Male,No,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.55,6281.45,Yes,1,86,5011,Lack of self-service on Website
5202-IVJNU,1,United States,California,Crockett,94525,"38.049292, -122.228415",38.049292,-122.228415,Female,No,No,Yes,39,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),30.1,1131.3,Yes,1,72,3106,Network reliability
3351-NQLDI,1,United States,California,Travis Afb,94535,"38.265899, -121.939461",38.265899,-121.939461,Female,No,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,Yes,One year,Yes,Credit card (automatic),94.35,6341.45,Yes,1,99,4348,Long distance charges
4588-YBNIB,1,United States,California,Fremont,94539,"37.516791, -121.899117",37.516791,-121.899117,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,19.6,Yes,1,91,4205,Price too high
3336-JORSO,1,United States,California,Hayward,94542,"37.656695, -122.048361",37.656695,-122.048361,Female,Yes,No,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,110.45,3655.45,Yes,1,80,3401,Product dissatisfaction
5028-GZLDO,1,United States,California,Moraga,94556,"37.827946, -122.107185",37.827946,-122.107185,Male,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.7,140.7,Yes,1,96,5317,Service dissatisfaction
6861-XWTWQ,1,United States,California,Napa,94559,"38.232389, -122.324944",38.232389,-122.324944,Male,Yes,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.25,665.45,Yes,1,90,2487,Lack of self-service on Website
2725-KXXWT,1,United States,California,Vallejo,94589,"38.161321, -122.271588",38.161321,-122.271588,Male,No,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.75,90.75,Yes,1,86,5460,Lack of self-service on Website
8348-HFYIV,1,United States,California,Oakland,94601,"37.776523, -122.219268",37.776523,-122.219268,Male,No,No,No,2,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.25,90.35,Yes,1,90,5775,Limited range of services
6849-WLEYG,1,United States,California,Emeryville,94608,"37.83726, -122.287648",37.83726,-122.287648,Male,No,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,Yes,1,92,2611,Lack of affordable download/upload speed
7341-LXCAF,1,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,Male,No,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.65,301.4,Yes,1,87,4013,Product dissatisfaction
9462-MJUAW,1,United States,California,Berkeley,94708,"37.897743, -122.263124",37.897743,-122.263124,Male,No,No,No,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.4,206.6,Yes,1,92,4399,Service dissatisfaction
0415-MOSGF,1,United States,California,Los Gatos,95030,"37.222842, -121.988727",37.222842,-121.988727,Female,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.4,44.4,Yes,1,76,3204,Attitude of support person
4826-XTSOH,1,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,Male,Yes,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,86.05,86.05,Yes,1,96,4843,Attitude of support person
2634-HCZGT,1,United States,California,San Jose,95126,"37.327069, -121.916819",37.327069,-121.916819,Male,Yes,Yes,No,53,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Electronic check,60.05,3229.65,Yes,1,77,5271,Moved
4404-HIBDJ,1,United States,California,San Jose,95131,"37.387027, -121.897775",37.387027,-121.897775,Female,No,No,No,25,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,No,Mailed check,74.3,1863.8,Yes,1,85,5175,Competitor offered more data
5013-SBUIH,1,United States,California,Stockton,95202,"37.959706, -121.287669",37.959706,-121.287669,Female,No,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Electronic check,109.65,5551.15,Yes,1,84,5855,Competitor had better devices
0709-TVGUR,1,United States,California,Stockton,95207,"38.002125, -121.324979",38.002125,-121.324979,Female,Yes,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.55,622.9,Yes,1,69,3145,Competitor had better devices
6023-YEBUP,1,United States,California,Stockton,95210,"38.033219, -121.297433",38.033219,-121.297433,Male,No,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.95,329.95,Yes,1,81,5351,Competitor offered higher download speeds
9170-GYZJC,1,United States,California,Vallecito,95251,"38.055562, -120.456298",38.055562,-120.456298,Female,No,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),79.9,3326.2,Yes,1,84,4734,Price too high
2454-RPBRZ,1,United States,California,Catheys Valley,95306,"37.394411, -120.127262",37.394411,-120.127262,Female,Yes,Yes,No,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,98.1,1060.2,Yes,1,97,2709,Service dissatisfaction
0148-DCDOS,1,United States,California,Planada,95365,"37.329725, -120.306399",37.329725,-120.306399,Male,No,No,No,25,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,Yes,1,82,5641,Price too high
0310-MVLET,1,United States,California,Snelling,95369,"37.521708, -120.426843",37.521708,-120.426843,Female,No,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.15,6010.05,Yes,1,77,5612,Service dissatisfaction
1732-VHUBQ,1,United States,California,Yosemite National Park,95389,"37.704267, -119.607001",37.704267,-119.607001,Female,Yes,Yes,No,47,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Yes,1,82,4457,Don't know
8869-TORSS,1,United States,California,Santa Rosa,95405,"38.439696, -122.668817",38.439696,-122.668817,Female,No,No,No,48,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),60.35,2896.4,Yes,1,69,2681,Poor expertise of phone support
0611-DFXKO,1,United States,California,Comptche,95427,"39.239818, -123.565432",39.239818,-123.565432,Male,No,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,89.0,1820.45,Yes,1,78,4594,Service dissatisfaction
0564-JJHGS,1,United States,California,Guerneville,95446,"38.52576, -123.013347",38.52576,-123.013347,Male,No,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.5,829.1,Yes,1,90,5007,Limited range of services
2249-YPRNG,1,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,Female,No,Yes,No,20,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Yes,1,84,4223,Service dissatisfaction
1591-NFNLQ,1,United States,California,Crescent City,95531,"41.701223, -124.003393",41.701223,-124.003393,Male,No,No,No,51,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Credit card (automatic),80.0,4242.35,Yes,1,91,4769,Don't know
2815-CPTUL,1,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,Male,Yes,No,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.25,331.9,Yes,1,89,3684,Price too high
7613-LLQFO,1,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,Male,No,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.45,1059.55,Yes,1,100,3330,Limited range of services
2640-PMGFL,1,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,Male,No,No,No,27,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.5,2180.55,Yes,1,100,2518,Lack of affordable download/upload speed
6022-UGGSO,1,United States,California,Citrus Heights,95610,"38.69508, -121.271616",38.69508,-121.271616,Female,Yes,No,No,32,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,2276.95,Yes,1,90,2091,Price too high
6127-ISGTU,1,United States,California,Garden Valley,95633,"38.852544, -120.837669",38.852544,-120.837669,Female,No,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.95,1378.25,Yes,1,67,3075,Lack of self-service on Website
1322-AGOQM,1,United States,California,Mather,95655,"38.549822, -121.266725",38.549822,-121.266725,Male,No,No,No,46,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,Yes,1,95,2243,Service dissatisfaction
3677-IYRBF,1,United States,California,Newcastle,95658,"38.883224, -121.15918",38.883224,-121.15918,Female,Yes,No,No,2,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,30.4,78.65,Yes,1,90,4002,Lack of self-service on Website
8118-LSUEL,1,United States,California,Roseville,95678,"38.759751, -121.288545",38.759751,-121.288545,Male,Yes,No,No,23,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.4,2483.5,Yes,1,79,5507,Product dissatisfaction
7005-CCBKV,1,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,Male,No,No,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.4,556.35,Yes,1,77,4539,Service dissatisfaction
5052-PNLOS,1,United States,California,Echo Lake,95721,"38.851842, -120.076204",38.851842,-120.076204,Male,No,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Yes,1,65,3662,Don't know
9174-FKWZE,1,United States,California,Sacramento,95819,"38.567594, -121.437507",38.567594,-121.437507,Female,Yes,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.45,19.45,Yes,1,78,3848,Limited range of services
8809-RIHDD,1,United States,California,Sacramento,95827,"38.549185, -121.328386",38.549185,-121.328386,Male,No,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,103.4,7372.65,Yes,1,83,5055,Lack of affordable download/upload speed
4822-NGOCH,1,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,Female,No,No,No,13,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.45,1058.6,Yes,1,74,5801,Long distance charges
5307-DZCVC,1,United States,California,Sacramento,95835,"38.685069, -121.543709",38.685069,-121.543709,Female,Yes,Yes,No,32,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Yes,1,74,2431,Extra data charges
8679-JOEVF,1,United States,California,Sacramento,95838,"38.646096, -121.442433",38.646096,-121.442433,Female,Yes,No,No,16,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,59.4,1023.9,Yes,1,87,5556,Price too high
1142-WACZW,1,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,Male,No,No,No,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.85,75.6,Yes,1,95,4268,Don't know
5649-ANRML,1,United States,California,Clipper Mills,95930,"39.562239, -121.14836",39.562239,-121.14836,Male,Yes,No,No,2,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Yes,1,90,4486,Don't know
4892-VLANZ,1,United States,California,Colusa,95932,"39.273096, -122.050763",39.273096,-122.050763,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.8,19.8,Yes,1,96,5600,Don't know
3030-YZADT,1,United States,California,Grass Valley,95949,"39.099204, -121.137962",39.099204,-121.137962,Male,No,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.95,431,Yes,1,66,5023,Competitor had better devices
8393-DLHGA,1,United States,California,Palermo,95968,"39.435756, -121.552071",39.435756,-121.552071,Male,No,No,No,25,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.9,2448.75,Yes,1,68,2241,Competitor offered more data
9907-SWKKF,1,United States,California,Twain,95984,"40.022184, -121.062384",40.022184,-121.062384,Female,Yes,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.05,25.05,Yes,1,65,4842,Competitor offered higher download speeds
0587-DMGBH,1,United States,California,Willows,95988,"39.493991, -122.286363",39.493991,-122.286363,Female,No,No,No,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.85,365.55,Yes,1,75,2269,Competitor offered higher download speeds
6397-JNZZG,1,United States,California,Adin,96006,"41.171578, -120.913161",41.171578,-120.913161,Female,Yes,Yes,No,43,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),55.55,2342.2,Yes,1,85,2573,Competitor offered higher download speeds
3523-QRQLL,1,United States,California,Bieber,96009,"41.083464, -121.107929",41.083464,-121.107929,Female,No,Yes,No,22,Yes,No,DSL,No,Yes,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),69.5,1498.2,Yes,1,94,5922,Competitor offered more data
5519-NPHVG,1,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,Female,No,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1046.1,Yes,1,73,3975,Price too high
2636-ALXXZ,1,United States,California,Tahoe Vista,96148,"39.24124, -120.054765",39.24124,-120.054765,Female,Yes,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes,1,74,2151,Poor expertise of online support
3866-MDTUB,1,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,Female,No,No,No,2,Yes,No,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,70.75,146.9,Yes,1,72,3257,Lack of self-service on Website
6347-DCUIK,1,United States,California,Los Angeles,90043,"33.988543, -118.334081",33.988543,-118.334081,Male,No,No,No,10,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.15,811.8,Yes,1,90,4231,Lack of self-service on Website
7663-RGWBC,1,United States,California,Los Angeles,90049,"34.091829, -118.491244",34.091829,-118.491244,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.15,44.15,Yes,1,97,4773,Don't know
3891-PUQOD,1,United States,California,Los Angeles,90063,"34.044271, -118.185237",34.044271,-118.185237,Female,No,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,59.2,59.2,Yes,1,65,5020,Service dissatisfaction
5519-YLDGW,1,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,Female,No,Yes,No,21,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.9,2254.2,Yes,1,91,3769,Limited range of services
4585-HETAI,1,United States,California,Huntington Park,90255,"33.97803, -118.217141",33.97803,-118.217141,Female,No,Yes,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,73.75,325.45,Yes,1,83,5026,Service dissatisfaction
4951-UKAAQ,1,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,Female,No,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,88.95,355.2,Yes,1,72,5948,Network reliability
4918-QLLIW,1,United States,California,Santa Monica,90405,"34.005439, -118.477507",34.005439,-118.477507,Male,No,No,No,3,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),53.4,188.7,Yes,1,65,2755,Don't know
2947-DOMLJ,1,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,Male,No,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,50.6,50.6,Yes,1,82,3677,Service dissatisfaction
0917-EZOLA,1,United States,California,Lakewood,90713,"33.847755, -118.112532",33.847755,-118.112532,Male,Yes,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.15,7689.95,Yes,1,74,5925,Extra data charges
7274-RTAPZ,1,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.55,90.55,Yes,1,89,3898,Product dissatisfaction
7599-FKVXZ,1,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,Male,No,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Yes,1,93,2265,Don't know
7587-RZNME,1,United States,California,Valencia,91355,"34.43987, -118.644609",34.43987,-118.644609,Male,No,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.3,123.65,Yes,1,91,4849,Lack of affordable download/upload speed
4706-AXVKM,1,United States,California,Stevenson Ranch,91381,"34.364153, -118.615583",34.364153,-118.615583,Female,Yes,No,No,11,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Yes,1,67,5118,Extra data charges
1670-SVOWZ,1,United States,California,Mira Loma,91752,"33.999992, -117.535395",33.999992,-117.535395,Female,No,Yes,No,14,Yes,No,Fiber optic,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Yes,1,98,2504,Competitor offered higher download speeds
0260-ZDLGK,1,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,Female,No,No,Yes,9,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,72.9,651.4,Yes,1,65,3585,Competitor made better offer
6128-CZOMY,1,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,Female,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.65,45.65,Yes,1,78,4689,Competitor offered higher download speeds
9540-JYROE,1,United States,California,Bonita,91902,"32.67117, -117.00232",32.67117,-117.00232,Male,No,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.1,551.35,Yes,1,75,2899,Competitor offered higher download speeds
2260-USTRB,1,United States,California,Campo,91906,"32.673483, -116.472863",32.673483,-116.472863,Female,Yes,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Yes,1,67,2767,Competitor offered more data
1501-SGHBW,1,United States,California,Guatay,91931,"32.857946, -116.561917",32.857946,-116.561917,Male,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.85,81,Yes,1,81,3843,Competitor made better offer
2612-RANWT,1,United States,California,Mount Laguna,91948,"32.830852, -116.444601",32.830852,-116.444601,Female,No,No,No,12,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Yes,1,96,3682,Price too high
6900-PXRMS,1,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,Male,Yes,Yes,No,26,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,105.75,2710.25,Yes,1,100,3157,Product dissatisfaction
3346-BRMIS,1,United States,California,Bonsall,92003,"33.290907, -117.202895",33.290907,-117.202895,Female,Yes,Yes,No,18,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,48.35,810.7,Yes,1,92,2167,Service dissatisfaction
2722-JMONI,1,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,Female,Yes,Yes,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.55,49.55,Yes,1,76,4989,Limited range of services
4083-EUGRJ,1,United States,California,Oceanside,92057,"33.254497, -117.285879",33.254497,-117.285879,Male,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,178.5,Yes,1,98,3361,Lack of affordable download/upload speed
0612-RTZZA,1,United States,California,Vista,92084,"33.22784, -117.200024",33.22784,-117.200024,Female,Yes,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,25.25,25.25,Yes,1,87,4628,Price too high
4433-JCGCG,1,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,Male,Yes,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.0,4680.05,Yes,1,88,2436,Poor expertise of phone support
9488-HGMJH,1,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,Female,Yes,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.15,71.15,Yes,1,85,5287,Competitor made better offer
6038-GCYEC,1,United States,California,Palm Desert,92211,"33.762759, -116.324817",33.762759,-116.324817,Female,No,No,No,24,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,Yes,1,95,5153,Competitor had better devices
6961-VCPMC,1,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,Male,Yes,Yes,No,46,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,80.4,3605.2,Yes,1,75,4876,Competitor offered more data
2645-QTLMB,1,United States,California,Bloomington,92316,"34.059722, -117.39104",34.059722,-117.39104,Male,No,No,No,7,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.25,669,Yes,1,99,5267,Network reliability
4424-TKOPW,1,United States,California,Crestline,92325,"34.248061, -117.29028",34.248061,-117.29028,Male,Yes,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.85,196.75,Yes,1,70,4998,Lack of affordable download/upload speed
5914-DVBWJ,1,United States,California,Riverside,92508,"33.885499, -117.324959",33.885499,-117.324959,Female,Yes,No,No,18,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.45,1505.85,Yes,1,99,5145,Competitor offered more data
8625-AZYZY,1,United States,California,Anza,92539,"33.527605, -116.666551",33.527605,-116.666551,Male,No,Yes,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.65,2542.45,Yes,1,72,4734,Competitor made better offer
6946-LMSQS,1,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,Male,Yes,Yes,No,25,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,One year,Yes,Electronic check,89.05,2177.45,Yes,1,97,2673,Lack of self-service on Website
3932-CMDTD,1,United States,California,Foothill Ranch,92610,"33.698728, -117.67768",33.698728,-117.67768,Female,No,No,No,4,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,105.65,443.9,Yes,1,66,4663,Limited range of services
5089-IFSDP,1,United States,California,Huntington Beach,92647,"33.723579, -118.005441",33.723579,-118.005441,Female,No,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Yes,1,89,6424,Product dissatisfaction
4817-VYYWS,1,United States,California,Silverado,92676,"33.782346, -117.635263",33.782346,-117.635263,Female,No,No,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,2983.8,Yes,1,90,3598,Service dissatisfaction
5299-SJCZT,1,United States,California,Ladera Ranch,92694,"33.569186, -117.640055",33.569186,-117.640055,Male,No,No,No,3,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Yes,1,73,4480,Network reliability
2898-LSJGD,1,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,Female,No,Yes,No,21,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.95,1157.05,Yes,1,74,5531,Attitude of service provider
7716-YTYHG,1,United States,California,Oxnard,93030,"34.223244, -119.18012",34.223244,-119.18012,Female,No,Yes,No,48,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,One year,Yes,Mailed check,82.05,4029.95,Yes,1,93,3365,Competitor offered higher download speeds
6959-UWKHF,1,United States,California,Alpaugh,93201,"35.869626, -119.498771",35.869626,-119.498771,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,42.9,42.9,Yes,1,87,4895,Competitor had better devices
3815-SLMEF,1,United States,California,Avenal,93204,"35.916943, -120.129921",35.916943,-120.129921,Female,No,No,No,3,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.25,139.35,Yes,1,88,2802,Competitor offered higher download speeds
4587-VVTOX,1,United States,California,Frazier Park,93222,"34.907911, -119.234281",34.907911,-119.234281,Female,No,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,545.2,Yes,1,90,4163,Competitor offered more data
4652-NNHNY,1,United States,California,Fellows,93224,"35.215731, -119.57013",35.215731,-119.57013,Male,No,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Yes,1,77,3226,Don't know
2860-RANUS,1,United States,California,Mc Kittrick,93251,"35.38381, -119.730885",35.38381,-119.730885,Female,Yes,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Yes,1,75,3336,Price too high
0406-BPDVR,1,United States,California,Visalia,93277,"36.303793, -119.375646",36.303793,-119.375646,Female,Yes,Yes,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.5,5373.1,Yes,1,68,6405,Lack of affordable download/upload speed
6689-KXGBO,1,United States,California,San Luis Obispo,93401,"35.233745, -120.626442",35.233745,-120.626442,Female,No,No,No,1,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.55,50.55,Yes,1,87,3420,Product dissatisfaction
4255-DDUOU,1,United States,California,Casmalia,93429,"34.866032, -120.536546",34.866032,-120.536546,Female,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,20.5,Yes,1,76,2398,Lack of self-service on Website
5590-YRFJT,1,United States,California,Lompoc,93437,"34.757477, -120.550507",34.757477,-120.550507,Female,No,Yes,No,20,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.45,482.8,Yes,1,94,3298,Don't know
3415-TAILE,1,United States,California,Johannesburg,93528,"35.363339, -117.637641",35.363339,-117.637641,Female,No,Yes,Yes,2,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Mailed check,65.7,134.35,Yes,1,96,4265,Competitor had better devices
0324-BRPCJ,1,United States,California,Palmdale,93591,"34.598221, -117.79593",34.598221,-117.79593,Female,Yes,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.2,6851.65,Yes,1,70,4481,Competitor offered more data
4628-CTTLA,1,United States,California,Sanger,93657,"36.819628, -119.440414",36.819628,-119.440414,Male,No,No,No,57,No,No phone service,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,39.3,2111.45,Yes,1,66,4917,Lack of self-service on Website
2876-VBBBL,1,United States,California,Shaver Lake,93664,"37.223, -119.001021",37.223,-119.001021,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,Yes,1,85,2783,Network reliability
4229-CZMLL,1,United States,California,Salinas,93901,"36.64152, -121.622188",36.64152,-121.622188,Male,No,No,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,469.8,Yes,1,87,4160,Service dissatisfaction
5482-PLVPE,1,United States,California,Daly City,94014,"37.691561, -122.445202",37.691561,-122.445202,Female,Yes,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.35,41.85,Yes,1,72,3278,Competitor had better devices
2357-COQEK,1,United States,California,Atherton,94027,"37.454924, -122.203168",37.454924,-122.203168,Female,Yes,No,No,28,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,103.3,2890.65,Yes,1,78,4136,Competitor made better offer
3737-GCSPV,1,United States,California,Millbrae,94030,"37.601248, -122.403099",37.601248,-122.403099,Female,No,Yes,No,11,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Yes,1,92,3101,Competitor had better devices
2034-CGRHZ,1,United States,California,San Francisco,94104,"37.791222, -122.402241",37.791222,-122.402241,Male,Yes,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Yes,1,66,5245,Competitor offered higher download speeds
3683-QKIUE,1,United States,California,San Francisco,94107,"37.768881, -122.395521",37.768881,-122.395521,Female,No,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,Yes,1,88,4713,Competitor offered higher download speeds
4228-ZGYUW,1,United States,California,San Francisco,94108,"37.791998, -122.408653",37.791998,-122.408653,Male,No,No,No,4,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,368.1,Yes,1,98,3212,Competitor offered more data
3519-ZKXGG,1,United States,California,San Francisco,94123,"37.800254, -122.436975",37.800254,-122.436975,Female,No,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.85,256.6,Yes,1,79,4062,Competitor offered more data
6416-TVAIH,1,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,Male,No,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.5,68.5,Yes,1,89,5753,Competitor offered more data
2683-BPJSO,1,United States,California,Byron,94514,"37.83323, -121.601461",37.83323,-121.601461,Male,No,Yes,No,29,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,84.45,2467.1,Yes,1,99,2651,Lack of self-service on Website
1087-UDSIH,1,United States,California,Concord,94520,"38.013825, -122.039144",38.013825,-122.039144,Female,No,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.6,59.75,Yes,1,81,5000,Lack of affordable download/upload speed
5445-PZWGX,1,United States,California,Travis Afb,94535,"38.265899, -121.939461",38.265899,-121.939461,Male,No,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,No,Electronic check,102.0,6529.25,Yes,1,87,5090,Price too high
9170-CCKOU,1,United States,California,Fremont,94539,"37.516791, -121.899117",37.516791,-121.899117,Male,No,Yes,No,17,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Credit card (automatic),90.2,1454.15,Yes,1,91,2026,Product dissatisfaction
3814-MLAXC,1,United States,California,Hayward,94545,"37.62984, -122.120843",37.62984,-122.120843,Female,No,No,No,31,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Yes,1,67,2554,Lack of self-service on Website
4597-NUCQV,1,United States,California,Oakland,94601,"37.776523, -122.219268",37.776523,-122.219268,Male,Yes,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.25,2440.15,Yes,1,87,4287,Attitude of support person
9019-QVLZD,1,United States,California,Oakland,94602,"37.803883, -122.208417",37.803883,-122.208417,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,79.55,79.55,Yes,1,81,5082,Competitor made better offer
4013-TLDHQ,1,United States,California,Berkeley,94704,"37.871416, -122.246597",37.871416,-122.246597,Male,No,No,No,19,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,78.25,1490.95,Yes,1,72,3666,Competitor had better devices
3754-DXMRT,1,United States,California,San Pablo,94806,"37.980269, -122.342635",37.980269,-122.342635,Male,Yes,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.15,92.65,Yes,1,86,5655,Competitor offered higher download speeds
2592-SEIFQ,1,United States,California,San Anselmo,94960,"37.99272, -122.575026",37.99272,-122.575026,Male,No,No,No,3,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,24.75,66.95,Yes,1,69,3503,Competitor offered higher download speeds
7481-ATQQS,1,United States,California,Boulder Creek,95006,"37.171727, -122.142961",37.171727,-122.142961,Female,Yes,No,No,49,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Yes,1,70,5651,Competitor offered higher download speeds
5449-FIBXJ,1,United States,California,San Jose,95127,"37.375156, -121.795867",37.375156,-121.795867,Male,No,Yes,No,19,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,103.3,2012.7,Yes,1,67,2349,Lack of affordable download/upload speed
8280-MQRQN,1,United States,California,Arnold,95223,"38.32153, -120.236358",38.32153,-120.236358,Female,No,No,No,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,50.45,50.45,Yes,1,69,2806,Network reliability
4603-JANFB,1,United States,California,Glencoe,95232,"38.358464, -120.579304",38.358464,-120.579304,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.85,69.85,Yes,1,97,4548,Poor expertise of online support
2479-BRAMR,1,United States,California,Murphys,95247,"38.147852, -120.440124",38.147852,-120.440124,Male,Yes,Yes,No,41,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Yes,1,71,4995,Competitor offered more data
6711-FLDFB,1,United States,California,Big Oak Flat,95305,"37.818589, -120.256995",37.818589,-120.256995,Female,No,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.9,541.15,Yes,1,68,5159,Competitor had better devices
9658-WYUFB,1,United States,California,Lathrop,95330,"37.80821, -121.308401",37.80821,-121.308401,Female,No,No,No,17,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,94.4,1617.5,Yes,1,66,2825,Competitor offered more data
2013-SGDXK,1,United States,California,Mariposa,95338,"37.526791, -119.99437",37.526791,-119.99437,Female,No,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,84.3,84.3,Yes,1,78,2172,Competitor offered more data
3506-LCJDC,1,United States,California,Modesto,95358,"37.612612, -121.108568",37.612612,-121.108568,Male,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.95,19.95,Yes,1,76,4860,Product dissatisfaction
9647-ERGBE,1,United States,California,Turlock,95380,"37.474396, -120.875917",37.474396,-120.875917,Female,No,Yes,No,30,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.05,3046.15,Yes,1,100,4664,Lack of affordable download/upload speed
9058-CBREO,1,United States,California,Winton,95388,"37.421299, -120.599587",37.421299,-120.599587,Female,Yes,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.55,50.55,Yes,1,95,3357,Product dissatisfaction
3750-CKVKH,1,United States,California,Clearlake Oaks,95423,"39.07116, -122.598542",39.07116,-122.598542,Male,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,67.75,116.65,Yes,1,71,2299,Don't know
3440-JPSCL,1,United States,California,Sonoma,95476,"38.25485, -122.461799",38.25485,-122.461799,Female,No,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.95,547.65,Yes,1,87,3722,Competitor offered higher download speeds
6987-XQSJT,1,United States,California,Blue Lake,95525,"40.94338, -123.831799",40.94338,-123.831799,Female,Yes,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.5,4370.25,Yes,1,78,5684,Competitor offered higher download speeds
0325-XBFAC,1,United States,California,Hoopa,95546,"41.163637, -123.704841",41.163637,-123.704841,Male,No,No,No,8,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.7,740.3,Yes,1,94,5811,Competitor offered more data
3393-FMZPV,1,United States,California,Elverta,95626,"38.734997, -121.463719",38.734997,-121.463719,Female,No,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.25,2387.75,Yes,1,74,2195,Extra data charges
9965-YOKZB,1,United States,California,Grizzly Flats,95636,"38.636102, -120.522149",38.636102,-120.522149,Male,Yes,No,No,9,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,83.85,790.15,Yes,1,71,3723,Network reliability
0362-ZBZWJ,1,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,Male,No,No,No,36,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,3067.2,Yes,1,69,2455,Attitude of service provider
4274-OWWYO,1,United States,California,Walnut Grove,95690,"38.240419, -121.587535",38.240419,-121.587535,Male,No,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,74.35,74.35,Yes,1,66,5633,Deceased
2369-UAPKZ,1,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,Male,No,No,No,5,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,104.1,541.9,Yes,1,76,3131,Moved
0637-KVDLV,1,United States,California,Elk Grove,95758,"38.35363, -121.44195",38.35363,-121.44195,Male,No,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.5,162.45,Yes,1,80,5944,Don't know
8785-EPNCG,1,United States,California,Sacramento,95815,"38.608405, -121.449942",38.608405,-121.449942,Male,No,No,No,11,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),23.15,245.2,Yes,1,65,5671,Competitor made better offer
5729-KLZAR,1,United States,California,Sacramento,95817,"38.550722, -121.457314",38.550722,-121.457314,Female,No,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.85,302.75,Yes,1,73,2961,Competitor had better devices
8740-CRYFY,1,United States,California,Sacramento,95823,"38.475465, -121.443625",38.475465,-121.443625,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,78.95,78.95,Yes,1,75,2038,Competitor offered higher download speeds
2962-XPMCQ,1,United States,California,Sacramento,95828,"38.486938, -121.395805",38.486938,-121.395805,Male,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.15,98.5,Yes,1,81,2699,Competitor offered higher download speeds
8696-JKZNU,1,United States,California,Anderson,96007,"40.448632, -122.306657",40.448632,-122.306657,Female,Yes,No,No,37,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.25,2841.55,Yes,1,100,5859,Don't know
2055-PDADH,1,United States,California,Big Bend,96011,"41.096569, -121.879082",41.096569,-121.879082,Female,Yes,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.4,204.7,Yes,1,67,2491,Don't know
2568-OIADY,1,United States,California,Fort Jones,96032,"41.5837, -122.935922",41.5837,-122.935922,Female,No,Yes,No,37,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,3762,Yes,1,92,4233,Competitor had better devices
2302-ANTDP,1,United States,California,Hat Creek,96040,"40.789799, -121.474529",40.789799,-121.474529,Female,Yes,Yes,No,48,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,117.45,5438.9,Yes,1,67,5915,Competitor offered more data
5233-GEEAX,1,United States,California,Lewiston,96052,"40.704293, -122.803899",40.704293,-122.803899,Male,Yes,No,No,8,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.4,221.9,Yes,1,85,5971,Competitor had better devices
4432-ADRLB,1,United States,California,Montague,96064,"41.759864, -122.379175",41.759864,-122.379175,Male,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.65,74.9,Yes,1,99,4655,Competitor had better devices
2626-URJFX,1,United States,California,Termo,96132,"41.027281, -120.669427",41.027281,-120.669427,Male,No,Yes,Yes,4,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.9,225.6,Yes,1,69,5691,Network reliability
4735-ASGMA,1,United States,California,Carnelian Bay,96140,"39.227434, -120.091806",39.227434,-120.091806,Male,No,No,No,26,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,2515.3,Yes,1,99,4997,Lack of affordable download/upload speed
7853-GVUDZ,1,United States,California,Los Angeles,90004,"34.076259, -118.310715",34.076259,-118.310715,Female,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,20.15,Yes,1,70,4277,Lack of self-service on Website
8008-HAWED,1,United States,California,Los Angeles,90027,"34.127194, -118.295647",34.127194,-118.295647,Male,No,No,No,14,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.75,712.75,Yes,1,82,4883,Competitor had better devices
7124-UGSUR,1,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,Female,Yes,Yes,No,61,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.4,6405,Yes,1,84,4412,Competitor had better devices
7912-SYRQT,1,United States,California,Los Angeles,90042,"34.11572, -118.192754",34.11572,-118.192754,Female,No,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Yes,1,96,5514,Competitor offered more data
4140-WJAWW,1,United States,California,Los Angeles,90071,"34.052917, -118.255178",34.052917,-118.255178,Female,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,108.05,Yes,1,99,3799,Product dissatisfaction
8943-URTMR,1,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,Female,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,79.65,152.7,Yes,1,100,5082,Lack of affordable download/upload speed
4713-LZDRV,1,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,Female,Yes,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.6,195.05,Yes,1,94,4322,Long distance charges
2955-PSXOE,1,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,Yes,1,98,3061,Price too high
1644-IRKSF,1,United States,California,La Palma,90623,"33.850504, -118.039892",33.850504,-118.039892,Female,No,Yes,No,33,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,93.8,3124.5,Yes,1,76,5080,Attitude of support person
9940-RHLFB,1,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,Female,No,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.3,75.3,Yes,1,66,2176,Competitor made better offer
4759-TRPLW,1,United States,California,Long Beach,90822,"33.778436, -118.118648",33.778436,-118.118648,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.4,70.4,Yes,1,70,4238,Competitor had better devices
8020-BWHYL,1,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,Female,Yes,No,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Yes,1,99,4526,Competitor offered more data
4625-EWPTF,1,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,Male,No,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,30.45,226.45,Yes,1,94,4549,Competitor had better devices
8382-SHQEH,1,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,Female,No,Yes,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.9,764.95,Yes,1,85,2656,Long distance charges
7845-URHJN,1,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,Female,No,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.15,156.25,Yes,1,98,4785,Price too high
9530-EHPOH,1,United States,California,El Cajon,92019,"32.785165, -116.862648",32.785165,-116.862648,Male,No,No,No,11,Yes,Yes,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.75,608,Yes,1,99,3407,Competitor had better devices
3317-HRTNN,1,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,Female,Yes,No,No,5,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.7,198,Yes,1,73,3561,Competitor offered higher download speeds
6386-SZZKH,1,United States,California,San Diego,92130,"32.957195, -117.202542",32.957195,-117.202542,Female,No,Yes,No,49,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Yes,1,92,5785,Extra data charges
2982-IHMFT,1,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,Female,Yes,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,74.45,74.45,Yes,1,67,4291,Price too high
5649-VUKMC,1,United States,California,Coachella,92236,"33.680031, -116.171678",33.680031,-116.171678,Female,No,No,No,12,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,No,Mailed check,95.5,1115.15,Yes,1,88,3538,Lack of self-service on Website
9689-PTNPG,1,United States,California,Vidal,92280,"34.264124, -114.717964",34.264124,-114.717964,Male,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,80.25,144.55,Yes,1,80,5055,Competitor had better devices
5515-IDEJJ,1,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,Male,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,Yes,1,67,5441,Competitor offered more data
6005-OBZPH,1,United States,California,Ludlow,92338,"34.702766, -116.093376",34.702766,-116.093376,Female,Yes,No,No,26,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,89.15,2277.65,Yes,1,89,4074,Price too high
1597-FZREH,1,United States,California,Shoshone,92384,"35.924252, -116.188668",35.924252,-116.188668,Female,No,No,No,2,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,76.4,160.8,Yes,1,100,3005,Lack of affordable download/upload speed
6141-OOXUQ,1,United States,California,San Bernardino,92411,"34.122501, -117.320138",34.122501,-117.320138,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,Yes,1,69,5717,Service dissatisfaction
2506-TNFCO,1,United States,California,Riverside,92509,"34.004379, -117.447864",34.004379,-117.447864,Female,Yes,Yes,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.55,69.55,Yes,1,67,5948,Network reliability
6437-UKHMV,1,United States,California,Moreno Valley,92557,"33.970661, -117.255039",33.970661,-117.255039,Female,No,No,No,7,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,79.7,586.05,Yes,1,98,3109,Attitude of support person
8473-VUVJN,1,United States,California,Temecula,92590,"33.475493, -117.219551",33.475493,-117.219551,Male,Yes,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.65,73.65,Yes,1,86,5443,Attitude of service provider
0196-VULGZ,1,United States,California,Irvine,92620,"33.716136, -117.752574",33.716136,-117.752574,Female,Yes,Yes,No,6,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.35,474.9,Yes,1,77,5721,Deceased
6345-ULYRW,1,United States,California,Laguna Beach,92651,"33.570023, -117.773669",33.570023,-117.773669,Male,Yes,Yes,No,44,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,One year,No,Mailed check,88.4,3912.9,Yes,1,99,2674,Competitor made better offer
9611-CTWIH,1,United States,California,Garden Grove,92841,"33.786738, -117.982564",33.786738,-117.982564,Female,No,No,No,3,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,89.45,240.45,Yes,1,84,3591,Competitor made better offer
0013-EXCHZ,1,United States,California,Camarillo,93010,"34.227846, -119.079903",34.227846,-119.079903,Female,Yes,Yes,No,3,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,83.9,267.4,Yes,1,68,3464,Network reliability
4667-OHGKG,1,United States,California,Summerland,93067,"34.420998, -119.60137",34.420998,-119.60137,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.3,19.3,Yes,1,99,4266,Service dissatisfaction
2344-JMOGN,1,United States,California,Buttonwillow,93206,"35.451402, -119.488413",35.451402,-119.488413,Male,No,Yes,No,9,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,94.85,890.6,Yes,1,72,3016,Don't know
4818-DRBQT,1,United States,California,Farmersville,93223,"36.29878, -119.201028",36.29878,-119.201028,Male,No,Yes,No,29,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Yes,1,83,5189,Attitude of support person
6821-BUXUX,1,United States,California,Maricopa,93252,"34.737031, -119.460557",34.737031,-119.460557,Female,No,No,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,96.65,1244.5,Yes,1,65,2110,Attitude of support person
5143-WMWOG,1,United States,California,Stratford,93266,"36.175255, -119.813805",36.175255,-119.813805,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.95,19.95,Yes,1,83,2051,Attitude of support person
4471-KXAUH,1,United States,California,Woody,93287,"35.710244, -118.881679",35.710244,-118.881679,Female,No,Yes,No,42,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,84.3,3588.4,Yes,1,100,2514,Attitude of service provider
3244-DCJWY,1,United States,California,Bakersfield,93312,"35.392599, -119.245341",35.392599,-119.245341,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.25,70.25,Yes,1,89,4133,Attitude of support person
0193-ESZXP,1,United States,California,Oceano,93445,"35.059695, -120.604741",35.059695,-120.604741,Female,Yes,Yes,No,58,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.5,6205.5,Yes,1,100,5067,Attitude of support person
5049-GLYVG,1,United States,California,Badger,93603,"36.64545, -118.924982",36.64545,-118.924982,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,20.6,Yes,1,90,3618,Attitude of service provider
7136-RVDTZ,1,United States,California,Portola Valley,94028,"37.369709, -122.215844",37.369709,-122.215844,Male,Yes,No,No,70,No,No phone service,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,45.25,3264.45,Yes,1,97,5824,Attitude of service provider
6927-WTFIV,1,United States,California,Redwood City,94061,"37.461251, -122.235414",37.461251,-122.235414,Male,Yes,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),71.3,1389.2,Yes,1,98,3684,Attitude of service provider
3398-ZOUAA,1,United States,California,Redwood City,94063,"37.499411, -122.196318",37.499411,-122.196318,Male,Yes,Yes,No,21,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.1,1474.75,Yes,1,67,3853,Attitude of support person
0568-ONFPC,1,United States,California,San Francisco,94112,"37.720498, -122.443119",37.720498,-122.443119,Male,No,Yes,Yes,5,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.9,135,Yes,1,83,2102,Moved
2968-SSGAA,1,United States,California,San Francisco,94117,"37.770533, -122.445121",37.770533,-122.445121,Female,No,No,No,10,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,1060.2,Yes,1,77,4001,Competitor offered more data
8610-WFCJF,1,United States,California,Palo Alto,94303,"37.45809, -122.115398",37.45809,-122.115398,Female,No,Yes,No,49,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.6,4783.5,Yes,1,69,5732,Competitor offered higher download speeds
7248-VZQLC,1,United States,California,Concord,94521,"37.971421, -121.971504",37.971421,-121.971504,Female,Yes,No,No,47,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Yes,1,72,4661,Price too high
4192-GORJT,1,United States,California,Fremont,94555,"37.555473, -122.080312",37.555473,-122.080312,Male,No,Yes,No,5,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,498.1,Yes,1,77,4580,Service dissatisfaction
5995-OIGLP,1,United States,California,Port Costa,94569,"38.035707, -122.196821",38.035707,-122.196821,Male,No,No,No,12,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,56.65,654.85,Yes,1,90,3043,Extra data charges
7951-QKZPL,1,United States,California,Saint Helena,94574,"38.581354, -122.296283",38.581354,-122.296283,Female,No,Yes,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.5,740.3,Yes,1,77,5194,Product dissatisfaction
3640-PHQXK,1,United States,California,Union City,94587,"37.59485, -122.051521",37.59485,-122.051521,Female,No,No,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.9,2806.9,Yes,1,85,2031,Service dissatisfaction
6877-LGWXO,1,United States,California,Pleasanton,94588,"37.685052, -121.912061",37.685052,-121.912061,Male,Yes,Yes,No,18,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,78.55,1422.65,Yes,1,84,3521,Lack of self-service on Website
9033-EOXWV,1,United States,California,Oakland,94603,"37.739113, -122.175602",37.739113,-122.175602,Female,No,No,No,12,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,One year,No,Mailed check,74.05,872.65,Yes,1,94,4149,Don't know
5567-WSELE,1,United States,California,Richmond,94801,"37.945288, -122.383941",37.945288,-122.383941,Male,Yes,Yes,No,3,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,279.55,Yes,1,87,3019,Competitor had better devices
1871-MOWRM,1,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,Male,No,Yes,No,12,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Yes,1,87,4306,Competitor offered more data
6595-YGXIT,1,United States,California,Boulder Creek,95006,"37.171727, -122.142961",37.171727,-122.142961,Male,Yes,No,No,25,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.95,2291.2,Yes,1,100,3878,Competitor made better offer
9253-QXKBE,1,United States,California,Morgan Hill,95037,"37.161544, -121.649371",37.161544,-121.649371,Male,Yes,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.45,2653.65,Yes,1,71,2233,Network reliability
7568-PODML,1,United States,California,Watsonville,95076,"36.931654, -121.752383",36.931654,-121.752383,Male,No,No,No,1,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,45.3,45.3,Yes,1,69,4954,Lack of affordable download/upload speed
3945-GFWQL,1,United States,California,San Jose,95113,"37.333851, -121.891147",37.333851,-121.891147,Female,No,No,Yes,12,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.55,480.6,Yes,1,89,4162,Extra data charges
9526-BIHHD,1,United States,California,San Jose,95127,"37.375156, -121.795867",37.375156,-121.795867,Male,No,No,No,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.7,29.7,Yes,1,74,3383,Product dissatisfaction
8364-TRMMK,1,United States,California,San Jose,95132,"37.424655, -121.74841",37.424655,-121.74841,Female,No,No,No,3,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,50.65,151.3,Yes,1,76,2876,Lack of self-service on Website
3097-NQYSN,1,United States,California,San Jose,95139,"37.218705, -121.762429",37.218705,-121.762429,Male,Yes,Yes,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,86.85,156.35,Yes,1,78,5204,Competitor had better devices
0870-VEMYL,1,United States,California,Columbia,95310,"38.085839, -120.37855",38.085839,-120.37855,Female,No,No,No,5,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),53.85,259.8,Yes,1,74,5435,Competitor offered higher download speeds
4009-ALQFH,1,United States,California,Groveland,95321,"37.902968, -119.667544",37.902968,-119.667544,Female,No,No,No,25,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.5,2369.05,Yes,1,90,5932,Competitor offered more data
0475-RIJEP,1,United States,California,Pinecrest,95364,"38.224869, -119.755729",38.224869,-119.755729,Male,No,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,77.85,3365.85,Yes,1,100,5107,Lack of affordable download/upload speed
4789-KWMXN,1,United States,California,Tuolumne,95379,"37.939768, -120.188002",37.939768,-120.188002,Male,No,Yes,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),110.85,5275.8,Yes,1,97,3344,Price too high
2867-UIMSS,1,United States,California,Vernalis,95385,"37.609095, -121.263381",37.609095,-121.263381,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,80.5,80.5,Yes,1,85,2734,Product dissatisfaction
1585-MQSSU,1,United States,California,Santa Rosa,95404,"38.526941, -122.709096",38.526941,-122.709096,Male,No,No,No,17,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,51.5,900.5,Yes,1,94,5659,Lack of self-service on Website
7547-EKNFS,1,United States,California,Caspar,95420,"39.361283, -123.784599",39.361283,-123.784599,Male,No,Yes,No,42,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Yes,1,89,2075,Attitude of service provider
2446-BEGGB,1,United States,California,Eldridge,95431,"38.348884, -122.51699",38.348884,-122.51699,Female,Yes,No,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.25,560.6,Yes,1,83,3330,Attitude of support person
2575-GFSOE,1,United States,California,Graton,95444,"38.434362, -122.86891",38.434362,-122.86891,Female,No,Yes,No,7,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.0,506.9,Yes,1,65,5672,Attitude of service provider
8878-HMWBV,1,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,Male,No,No,No,3,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.15,169.05,Yes,1,68,5598,Competitor had better devices
1977-STDKI,1,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,Female,Yes,No,No,1,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.0,73,Yes,1,76,4116,Competitor offered more data
2754-XBHTB,1,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,Female,No,No,No,9,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Yes,1,96,3847,Competitor made better offer
1597-LHYNC,1,United States,California,Auburn,95602,"38.99003, -121.114408",38.99003,-121.114408,Female,Yes,No,No,26,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,95.0,2497.2,Yes,1,90,4232,Price too high
7493-TPUWZ,1,United States,California,Diamond Springs,95619,"38.683605, -120.811852",38.683605,-120.811852,Male,No,No,No,1,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,79.15,79.15,Yes,1,85,4243,Lack of self-service on Website
4558-FANTW,1,United States,California,Fair Oaks,95628,"38.652065, -121.25441",38.652065,-121.25441,Female,No,Yes,No,17,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,91.85,1574.45,Yes,1,89,5643,Lack of affordable download/upload speed
8884-ADFVN,1,United States,California,Roseville,95678,"38.759751, -121.288545",38.759751,-121.288545,Male,Yes,Yes,No,7,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.95,700.85,Yes,1,74,2016,Don't know
2720-WGKHP,1,United States,California,Sloughhouse,95683,"38.470423, -121.114897",38.470423,-121.114897,Male,Yes,No,No,2,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.0,181.7,Yes,1,93,5569,Don't know
0940-OUQEC,1,United States,California,Winters,95694,"38.578604, -122.024579",38.578604,-122.024579,Male,No,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Yes,1,77,3492,Competitor offered more data
0807-ZABDG,1,United States,California,Woodland,95776,"38.694081, -121.694431",38.694081,-121.694431,Female,No,No,Yes,3,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,55.1,154.65,Yes,1,97,4412,Competitor offered higher download speeds
3551-HUAZH,1,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,Male,Yes,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.4,74.4,Yes,1,89,3429,Price too high
3685-YLCMQ,1,United States,California,Dobbins,95935,"39.381174, -121.21191",39.381174,-121.21191,Male,No,No,No,58,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,104.65,6219.6,Yes,1,66,5411,Service dissatisfaction
8413-VONUO,1,United States,California,Grimes,95950,"39.033058, -121.895718",39.033058,-121.895718,Male,No,No,No,2,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,95.65,167.3,Yes,1,82,5332,Limited range of services
9223-UCPVT,1,United States,California,Orland,95963,"39.748037, -122.302169",39.748037,-122.302169,Female,No,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,94.4,94.4,Yes,1,77,5764,Lack of affordable download/upload speed
2474-BRUCM,1,United States,California,Redding,96002,"40.527834, -122.318749",40.527834,-122.318749,Male,Yes,Yes,No,40,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.85,4086.3,Yes,1,84,2837,Don't know
5708-EVONK,1,United States,California,Cassel,96016,"40.936285, -121.572692",40.936285,-121.572692,Female,No,Yes,No,58,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Yes,1,73,5989,Don't know
3190-XFANI,1,United States,California,Happy Camp,96039,"41.831901, -123.487478",41.831901,-123.487478,Male,No,No,No,49,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),100.6,5069.65,Yes,1,82,5585,Competitor offered more data
1444-VVSGW,1,United States,California,Los Molinos,96055,"40.059385, -122.091481",40.059385,-122.091481,Male,No,Yes,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),115.65,7968.85,Yes,1,99,5563,Product dissatisfaction
9317-WZPGV,1,United States,California,Paskenta,96074,"39.884395, -122.587513",39.884395,-122.587513,Female,Yes,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Yes,1,77,4038,Extra data charges
2856-HYAPG,1,United States,California,Platina,96076,"40.367964, -122.937379",40.367964,-122.937379,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,68.65,68.65,Yes,1,99,3052,Price too high
6906-ANDWJ,1,United States,California,Vina,96092,"39.955164, -122.018567",39.955164,-122.018567,Male,No,Yes,No,15,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Yes,1,97,2510,Lack of self-service on Website
9600-NAXZN,1,United States,California,Los Angeles,90010,"34.062125, -118.315709",34.062125,-118.315709,Male,No,No,No,43,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,4528,Yes,1,79,3370,Moved
4662-EKDPQ,1,United States,California,Los Angeles,90016,"34.028331, -118.354338",34.028331,-118.354338,Male,No,No,No,2,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),62.05,118.3,Yes,1,96,5344,Competitor had better devices
3319-DWOEP,1,United States,California,Los Angeles,90020,"34.066367, -118.309868",34.066367,-118.309868,Male,Yes,Yes,No,6,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.75,573.75,Yes,1,89,5750,Competitor made better offer
0818-OCPZO,1,United States,California,Los Angeles,90059,"33.927254, -118.249826",33.927254,-118.249826,Male,Yes,No,No,27,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,81.45,2122.05,Yes,1,83,2571,Competitor offered more data
3768-NLUBH,1,United States,California,Torrance,90503,"33.840399, -118.353714",33.840399,-118.353714,Male,Yes,Yes,No,57,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,100.6,5746.15,Yes,1,74,5247,Network reliability
0685-MLYYM,1,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,Female,Yes,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.75,154.85,Yes,1,96,4407,Long distance charges
8976-OQHGT,1,United States,California,Lomita,90717,"33.794209, -118.317354",33.794209,-118.317354,Female,No,Yes,Yes,4,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,56.5,235.1,Yes,1,99,5758,Lack of self-service on Website
5294-CDGWY,1,United States,California,Long Beach,90802,"33.752524, -118.210737",33.752524,-118.210737,Male,No,Yes,No,51,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Electronic check,59.3,3014.65,Yes,1,95,5633,Don't know
7931-PXHFC,1,United States,California,Duarte,91010,"34.145695, -117.95982",34.145695,-117.95982,Male,No,No,No,38,Yes,No,DSL,No,No,Yes,Yes,No,Yes,One year,Yes,Mailed check,62.3,2354.8,Yes,1,83,3818,Poor expertise of phone support
9820-RMCQV,1,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,Female,No,No,No,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),48.55,501,Yes,1,92,4444,Competitor made better offer
9274-CNFMO,1,United States,California,Pacoima,91331,"34.255442, -118.421314",34.255442,-118.421314,Male,Yes,Yes,No,4,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,74.95,308.7,Yes,1,69,3716,Competitor offered more data
8444-WRIDW,1,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,Female,Yes,No,No,66,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Yes,1,79,5011,Lack of self-service on Website
9451-LPGOO,1,United States,California,Panorama City,91402,"34.223768, -118.445461",34.223768,-118.445461,Male,No,No,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.8,620.35,Yes,1,66,3780,Network reliability
5868-YWPDW,1,United States,California,Sherman Oaks,91423,"34.146957, -118.432138",34.146957,-118.432138,Male,Yes,Yes,No,6,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.2,519.15,Yes,1,72,5834,Limited range of services
2025-JKFWI,1,United States,California,Burbank,91501,"34.188339, -118.300942",34.188339,-118.300942,Male,No,No,No,13,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,99.0,1301.7,Yes,1,81,3493,Lack of affordable download/upload speed
9079-YEXQJ,1,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,Female,No,No,No,54,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,111.1,6014.85,Yes,1,93,5527,Product dissatisfaction
2685-SREOM,1,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,Female,No,Yes,No,25,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,2368.4,Yes,1,96,4793,Service dissatisfaction
4501-EQDRN,1,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Yes,1,98,4620,Attitude of service provider
7384-GHBPI,1,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,Male,No,Yes,No,3,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,35.15,99.75,Yes,1,83,2987,Attitude of support person
1400-MMYXY,1,United States,California,Alhambra,91801,"34.090925, -118.128164",34.090925,-118.128164,Male,Yes,Yes,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.9,334.65,Yes,1,71,2715,Attitude of service provider
1450-SKCVI,1,United States,California,Del Mar,92014,"32.948262, -117.256086",32.948262,-117.256086,Female,No,No,No,56,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.85,4092.85,Yes,1,72,5276,Attitude of support person
6502-MJQAE,1,United States,California,Escondido,92027,"33.141265, -116.967221",33.141265,-116.967221,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.6,69.6,Yes,1,87,2072,Attitude of support person
0032-PGELS,1,United States,California,Palomar Mountain,92060,"33.309852, -116.823091",33.309852,-116.823091,Female,No,Yes,Yes,1,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),30.5,30.5,Yes,1,74,5171,Attitude of service provider
6394-MFYNG,1,United States,California,Solana Beach,92075,"33.001813, -117.263628",33.001813,-117.263628,Female,No,No,No,48,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Yes,1,89,4956,Attitude of support person
6583-QGCSI,1,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,Female,Yes,Yes,No,50,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.05,4367.35,Yes,1,87,5813,Competitor made better offer
1980-KXVPM,1,United States,California,El Centro,92243,"32.770393, -115.60915",32.770393,-115.60915,Female,Yes,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Yes,1,83,3553,Competitor offered higher download speeds
0723-DRCLG,1,United States,California,Holtville,92250,"32.811001, -115.152865",32.811001,-115.152865,Female,Yes,Yes,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.45,74.45,Yes,1,94,2394,Competitor made better offer
1699-HPSBG,1,United States,California,Palm Springs,92264,"33.745746, -116.514215",33.745746,-116.514215,Male,No,No,No,12,Yes,No,DSL,No,No,No,Yes,Yes,No,One year,Yes,Electronic check,59.8,727.8,Yes,1,69,4581,Competitor offered higher download speeds
0639-TSIQW,1,United States,California,White Water,92282,"33.972293, -116.654195",33.972293,-116.654195,Female,No,No,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,Yes,1,70,5620,Competitor offered more data
5575-GNVDE,1,United States,California,Los Angeles,90002,"33.949255, -118.246978",33.949255,-118.246978,Male,No,No,No,34,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,No,Mailed check,56.95,1889.5,No,0,61,3441,
6713-OKOMC,1,United States,California,Los Angeles,90008,"34.008293, -118.346766",34.008293,-118.346766,Female,No,No,No,10,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.75,301.9,No,0,51,2013,
6388-TABGU,1,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,Male,No,No,No,62,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),56.15,3487.95,No,0,58,4529,
3655-SNQYZ,1,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,Female,No,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.25,7895.15,No,0,43,5141,
4183-MYFRB,1,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,Female,No,No,No,21,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,1862.9,No,0,57,5982,
5248-YGIJN,1,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,Male,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.25,6369.45,No,0,21,5974,
6827-IEAUQ,1,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,Female,No,Yes,No,27,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Mailed check,66.15,1874.45,No,0,66,3213,
9489-DEDVP,1,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,Female,No,Yes,No,70,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),69.2,4872.35,No,0,25,4715,
3714-NTNFO,1,United States,California,Los Angeles,90048,"34.072945, -118.37267",34.072945,-118.37267,Female,No,No,No,49,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,84.5,3906.7,No,0,71,6434,
4667-QONEA,1,United States,California,Los Angeles,90064,"34.037251, -118.423573",34.037251,-118.423573,Female,Yes,Yes,No,60,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),74.85,4456.35,No,0,59,5153,
5954-BDFSG,1,United States,California,West Hollywood,90069,"34.093781, -118.381061",34.093781,-118.381061,Female,No,No,No,72,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.5,7853.7,No,0,53,4708,
0526-SXDJP,1,United States,California,Bell,90201,"33.970343, -118.171368",33.970343,-118.171368,Male,No,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Bank transfer (automatic),42.1,2962,No,0,29,6091,
0731-EBJQB,1,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,Female,No,Yes,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.4,1090.65,No,0,26,5482,
3887-PBQAO,1,United States,California,Hermosa Beach,90254,"33.86532, -118.396336",33.86532,-118.396336,Female,No,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),25.9,1216.6,No,0,78,5741,
3016-KSVCP,1,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,Male,No,Yes,No,29,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,33.75,1009.25,No,0,62,3664,
2424-WVHPL,1,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,Male,Yes,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,74.7,74.7,No,0,60,4182,
9803-FTJCG,1,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,Male,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.85,4748.7,No,0,26,4117,
3679-XASPY,1,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,Female,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.45,19.45,No,0,26,5612,
7123-WQUHX,1,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,Male,No,No,No,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),95.0,3605.6,No,0,63,4741,
5386-THSLQ,1,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,Female,Yes,Yes,No,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,No,Bank transfer (automatic),45.55,3027.25,No,0,28,6238,
5712-AHQNN,1,United States,California,Whittier,90601,"34.007353, -118.033683",34.007353,-118.033683,Female,No,No,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.65,3954.1,No,0,65,3826,
3071-VBYPO,1,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,Male,No,Yes,Yes,3,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,89.85,248.4,No,0,22,4648,
9445-ZUEQE,1,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,Male,No,Yes,Yes,27,Yes,Yes,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,No,0,28,3796,
3930-ZGWVE,1,United States,California,Stanton,90680,"33.801869, -117.995068",33.801869,-117.995068,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.75,19.75,No,0,68,2484,
3146-MSEGF,1,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,Female,Yes,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),88.05,6425.65,No,0,8,6102,
1131-QQZEB,1,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,Male,Yes,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.95,1756.2,No,0,52,4329,
6440-DKQGE,1,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,Male,No,No,No,30,Yes,No,DSL,No,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),64.5,1929.95,No,0,30,4320,
2749-CTKAJ,1,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,Male,No,Yes,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,419.9,No,0,72,2173,
5947-SGKCL,1,United States,California,San Marino,91108,"34.122671, -118.112911",34.122671,-118.112911,Female,No,Yes,Yes,15,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,No,0,66,2721,
3712-PKXZA,1,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,Male,No,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1252,No,0,42,5110,
5524-KHNJP,1,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,Male,No,Yes,No,33,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Credit card (automatic),74.75,2453.3,No,0,26,5344,
8167-GJLRN,1,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,Male,No,No,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Electronic check,30.4,82.15,No,0,55,3108,
0956-SYCWG,1,United States,California,Agoura Hills,91301,"34.129058, -118.759788",34.129058,-118.759788,Female,No,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.65,244.8,No,0,49,2024,
9680-NIAUV,1,United States,California,West Hills,91307,"34.199787, -118.68493",34.199787,-118.68493,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Credit card (automatic),109.7,8129.3,No,0,74,5945,
9142-KZXOP,1,United States,California,Sylmar,91342,"34.321621, -118.399841",34.321621,-118.399841,Male,No,No,No,44,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),68.85,2958.95,No,0,51,2053,
6348-SNFUS,1,United States,California,Granada Hills,91344,"34.291273, -118.505104",34.291273,-118.505104,Male,No,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),55.45,4179.2,No,0,32,4556,
9286-BHDQG,1,United States,California,Thousand Oaks,91362,"34.191842, -118.822796",34.191842,-118.822796,Male,No,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),45.25,3139.8,No,0,22,5041,
6496-JDSSB,1,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,Female,No,No,No,8,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),80.0,624.6,No,0,22,2165,
9227-UAQFT,1,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,Male,No,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.75,284.35,No,0,53,4272,
0303-UNCIP,1,United States,California,Claremont,91711,"34.127621, -117.717863",34.127621,-117.717863,Male,No,No,No,41,Yes,Yes,DSL,No,No,Yes,No,No,Yes,One year,No,Mailed check,65.0,2531.8,No,0,57,5043,
4075-JFPGR,1,United States,California,Rancho Cucamonga,91730,"34.10097, -117.57882",34.10097,-117.57882,Female,No,Yes,No,51,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.5,4619.55,No,0,68,5561,
3675-YDUPJ,1,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,Male,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.85,193.05,No,0,58,3768,
6655-LHBYW,1,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,Male,No,No,No,50,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),114.35,5791.1,No,0,33,5068,
7633-MVPUY,1,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,Male,No,Yes,No,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Electronic check,59.75,3450.15,No,0,68,4012,
8645-KWHJO,1,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,Male,No,No,No,14,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,55.0,771.95,No,0,23,4900,
8203-XJZRC,1,United States,California,Chula Vista,91914,"32.688506, -116.938632",32.688506,-116.938632,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,20.25,No,0,57,5384,
2240-HSJQD,1,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,Male,No,No,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,81.85,3141.7,No,0,55,3571,
1248-DYXUB,1,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,Male,No,Yes,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.8,1229.1,No,0,76,5320,
3167-SNQPL,1,United States,California,Pine Valley,91962,"32.800671, -116.483363",32.800671,-116.483363,Male,Yes,Yes,Yes,38,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,101.15,3741.85,No,0,78,4036,
4091-TVOCN,1,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,Male,No,No,No,48,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),78.75,3682.45,No,0,69,2257,
7102-JJVTX,1,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,Female,No,Yes,No,9,Yes,No,DSL,Yes,No,No,No,No,No,One year,No,Mailed check,48.6,422.3,No,0,46,4562,
8626-PTQGE,1,United States,California,Escondido,92026,"33.21846, -117.116916",33.21846,-117.116916,Male,No,No,No,69,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.05,4176.7,No,0,22,5388,
5697-GOMBF,1,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,Female,Yes,Yes,Yes,28,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,35.9,973.65,No,0,34,5444,
9385-EHGDO,1,United States,California,Lakeside,92040,"32.909873, -116.906774",32.909873,-116.906774,Female,No,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.85,739.35,No,0,46,4177,
9498-FIMXL,1,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,Female,No,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.2,161.95,No,0,40,5272,
0021-IKXGC,1,United States,California,San Marcos,92078,"33.119028, -117.166036",33.119028,-117.166036,Female,Yes,No,No,1,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,72.1,72.1,No,0,50,4432,
4654-DLAMQ,1,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,Female,Yes,Yes,No,64,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),97.0,6430.9,No,0,68,4053,
9294-TDIPC,1,United States,California,San Diego,92110,"32.76501, -117.19938",32.76501,-117.19938,Male,No,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.2,83.75,No,0,58,5169,
9069-LGEUL,1,United States,California,San Diego,92117,"32.825086, -117.199424",32.825086,-117.199424,Male,No,Yes,No,23,Yes,No,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,No,0,42,5379,
2805-EDJPQ,1,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,Female,No,Yes,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),99.75,5608.4,No,0,68,5926,
6862-CQUMB,1,United States,California,San Diego,92126,"32.886925, -117.152162",32.886925,-117.152162,Male,No,No,No,37,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,No,0,75,2640,
5686-CMAWK,1,United States,California,San Diego,92131,"32.89325, -117.087091",32.89325,-117.087091,Male,No,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,One year,No,Electronic check,86.75,1410.25,No,0,29,5863,
1708-PBBOA,1,United States,California,Banning,92220,"33.936298, -116.849577",33.936298,-116.849577,Female,No,No,No,42,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,54.75,2348.45,No,0,62,3179,
2519-ERQOJ,1,United States,California,Desert Hot Springs,92241,"33.832799, -116.250973",33.832799,-116.250973,Male,Yes,No,No,33,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,54.6,1803.7,No,0,30,5322,
7606-BPHHN,1,United States,California,La Quinta,92253,"33.695532, -116.310571",33.695532,-116.310571,Male,No,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1468.75,No,0,9,5368,
4163-NCJAK,1,United States,California,Palm Desert,92260,"33.694501, -116.412711",33.694501,-116.412711,Female,No,Yes,No,46,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.45,1066.15,No,0,76,2438,
3935-TBRZZ,1,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,Male,No,Yes,No,44,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.7,1110.5,No,0,80,3037,
8734-DKSTZ,1,United States,California,Winterhaven,92283,"32.852947, -114.850784",32.852947,-114.850784,Female,No,Yes,Yes,10,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.95,858.6,No,0,20,4922,
2181-UAESM,1,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,Male,No,No,No,2,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,53.45,119.5,No,0,25,3477,
2320-SLKMB,1,United States,California,Baker,92309,"35.28952, -116.092214",35.28952,-116.092214,Female,No,No,No,26,No,No phone service,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,No,0,26,3080,
0771-WLCLA,1,United States,California,Big Bear Lake,92315,"34.242058, -116.89802",34.242058,-116.89802,Female,No,Yes,Yes,16,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,112.95,1882.55,No,0,70,2683,
0206-TBWLC,1,United States,California,Calimesa,92320,"33.982787, -117.057627",33.982787,-117.057627,Female,No,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,114.65,6049.5,No,0,67,4488,
0732-OCQOC,1,United States,California,Death Valley,92328,"36.27688, -117.033326",36.27688,-117.033326,Female,No,Yes,No,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.05,1270.25,No,0,42,5674,
8313-NDOIA,1,United States,California,Green Valley Lake,92341,"34.244411, -117.072654",34.244411,-117.072654,Female,No,No,No,24,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.15,2494.65,No,0,61,5813,
4237-CLSMM,1,United States,California,Highland,92346,"34.129677, -117.154277",34.129677,-117.154277,Male,No,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,38,No,0,77,4823,
5968-XQIVE,1,United States,California,Newberry Springs,92365,"34.89326, -116.505958",34.89326,-116.505958,Male,No,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,89.7,6588.95,No,0,76,6016,
5756-OZRIO,1,United States,California,Riverside,92504,"33.9108, -117.398153",33.9108,-117.398153,Male,Yes,Yes,No,61,Yes,Yes,DSL,No,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),64.05,3902.6,No,0,29,4001,
4134-BSXLX,1,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,Male,No,Yes,No,28,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,60.9,1785.65,No,0,76,3851,
0505-SPOOW,1,United States,California,Riverside,92508,"33.885499, -117.324959",33.885499,-117.324959,Female,No,Yes,No,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,1397.65,No,0,30,4500,
4374-YMUSQ,1,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,Male,No,No,No,34,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),116.25,3899.05,No,0,22,4022,
3957-HHLMR,1,United States,California,Aguanga,92536,"33.482243, -116.827173",33.482243,-116.827173,Female,No,Yes,No,70,Yes,Yes,DSL,Yes,No,No,No,No,Yes,One year,No,Bank transfer (automatic),65.2,4543.15,No,0,20,6316,
5736-YEJAX,1,United States,California,Hemet,92543,"33.739415, -116.968339",33.739415,-116.968339,Male,No,No,No,69,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Credit card (automatic),79.45,5502.55,No,0,28,5189,
8981-FJGLA,1,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,Male,No,No,Yes,11,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,78.0,851.8,No,0,23,4886,
4332-MUOEZ,1,United States,California,Moreno Valley,92553,"33.923149, -117.244933",33.923149,-117.244933,Male,Yes,Yes,No,20,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,One year,No,Credit card (automatic),94.3,1818.3,No,0,32,2574,
8606-CIQUL,1,United States,California,Temecula,92591,"33.540604, -117.10909",33.540604,-117.10909,Male,Yes,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.75,8399.15,No,0,60,5168,
1403-GYAFU,1,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,Male,No,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1360.25,No,0,64,4485,
5844-QVTAT,1,United States,California,Irvine,92620,"33.716136, -117.752574",33.716136,-117.752574,Female,No,Yes,No,33,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,Yes,Mailed check,58.45,1955.4,No,0,21,4276,
8905-IAZPF,1,United States,California,Capistrano Beach,92624,"33.458754, -117.665104",33.458754,-117.665104,Female,No,Yes,No,69,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),95.65,6744.2,No,0,45,5251,
1352-HNSAW,1,United States,California,Aliso Viejo,92656,"33.571259, -117.731917",33.571259,-117.731917,Female,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),115.6,8220.4,No,0,65,5633,
2075-PUEPR,1,United States,California,Newport Coast,92657,"33.603282, -117.821841",33.603282,-117.821841,Male,No,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.35,1153.25,No,0,49,5248,
1154-HYWWO,1,United States,California,San Clemente,92672,"33.429488, -117.609432",33.429488,-117.609432,Male,No,No,No,38,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,One year,No,Mailed check,70.6,2708.2,No,0,67,4993,
5846-NEQVZ,1,United States,California,Mission Viejo,92691,"33.611945, -117.665867",33.611945,-117.665867,Male,No,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),70.85,4973.4,No,0,25,5328,
0308-IVGOK,1,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,Female,No,No,No,11,No,No phone service,DSL,No,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),40.4,422.6,No,0,62,2133,
7293-LSCDV,1,United States,California,Santa Ana,92704,"33.719869, -117.907063",33.719869,-117.907063,Female,No,Yes,Yes,60,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.25,1103.25,No,0,52,6134,
5150-LJNSR,1,United States,California,Tustin,92782,"33.738543, -117.785046",33.738543,-117.785046,Male,No,Yes,Yes,31,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Bank transfer (automatic),98.05,3082.1,No,0,80,4524,
4568-KNYWR,1,United States,California,Fullerton,92831,"33.879983, -117.895482",33.879983,-117.895482,Male,No,No,No,52,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Credit card (automatic),63.25,3342.45,No,0,43,6471,
0742-LAFQK,1,United States,California,Fullerton,92833,"33.877639, -117.961212",33.877639,-117.961212,Male,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Electronic check,99.15,7422.1,No,0,46,5152,
0795-LAFGP,1,United States,California,Fullerton,92835,"33.902211, -117.914922",33.902211,-117.914922,Male,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,90.4,6668.05,No,0,40,5633,
0215-BQKGS,1,United States,California,Garden Grove,92844,"33.766476, -117.969795",33.766476,-117.969795,Male,No,No,No,30,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,No,0,66,5393,
2001-MCUUW,1,United States,California,Corona,92879,"33.893823, -117.531446",33.893823,-117.531446,Male,No,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Electronic check,108.65,4903.2,No,0,25,4210,
5240-CAOYT,1,United States,California,Oak View,93022,"34.404544, -119.302118",34.404544,-119.302118,Female,No,No,No,57,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,No,0,43,4882,
5148-HKFIR,1,United States,California,Piru,93040,"34.432843, -118.730106",34.432843,-118.730106,Female,No,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,406.95,No,0,76,4404,
7665-VIGUD,1,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,Male,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.35,176.3,No,0,38,4745,
7954-MLBUN,1,United States,California,Santa Barbara,93111,"34.460197, -119.802602",34.460197,-119.802602,Male,No,No,No,31,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.45,3109.9,No,0,64,2021,
2077-DDHJK,1,United States,California,Goleta,93117,"34.489983, -120.091246",34.489983,-120.091246,Female,No,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4911.35,No,0,50,4114,
9574-BOSMD,1,United States,California,Arvin,93203,"35.116307, -118.817644",35.116307,-118.817644,Male,No,Yes,Yes,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.4,1620.2,No,0,72,5668,
8404-VLQFB,1,United States,California,California Hot Springs,93207,"35.865795, -118.69759",35.865795,-118.69759,Female,No,Yes,Yes,15,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.25,394.85,No,0,59,4667,
3509-GWQGF,1,United States,California,Ducor,93218,"35.846067, -119.004073",35.846067,-119.004073,Male,Yes,No,No,24,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.0,1732.6,No,0,77,5242,
5845-BZZIB,1,United States,California,Frazier Park,93222,"34.907911, -119.234281",34.907911,-119.234281,Male,No,Yes,Yes,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,655.3,No,0,65,4517,
1140-UKVZG,1,United States,California,Farmersville,93223,"36.29878, -119.201028",36.29878,-119.201028,Female,No,No,No,17,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.8,475.25,No,0,66,5208,
9565-FLVCG,1,United States,California,Lamont,93241,"35.245035, -118.905553",35.245035,-118.905553,Male,No,Yes,No,65,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,Yes,Mailed check,69.55,4459.15,No,0,74,5420,
2800-VEQXM,1,United States,California,Lebec,93243,"34.845861, -118.885163",34.845861,-118.885163,Female,No,No,No,3,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,74.75,238.1,No,0,21,3319,
0214-JHPFW,1,United States,California,Lost Hills,93249,"35.637715, -119.893068",35.637715,-119.893068,Female,No,Yes,No,70,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),57.8,4039.3,No,0,42,5640,
2324-AALNO,1,United States,California,Porterville,93257,"36.008958, -118.891593",36.008958,-118.891593,Female,No,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),24.55,1203.95,No,0,41,5517,
5760-IFJOZ,1,United States,California,Richgrove,93261,"35.809921, -119.127437",35.809921,-119.127437,Male,No,No,No,3,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Mailed check,107.95,313.6,No,0,77,3449,
4957-TREIR,1,United States,California,Stratford,93266,"36.175255, -119.813805",36.175255,-119.813805,Male,No,No,No,3,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.4,195.65,No,0,20,5645,
8262-COGGB,1,United States,California,Visalia,93277,"36.303793, -119.375646",36.303793,-119.375646,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,20.45,No,0,48,5384,
9620-QJREV,1,United States,California,Weldon,93283,"35.55647, -118.244914",35.55647,-118.244914,Male,No,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.55,1013.05,No,0,56,3313,
2480-JZOSN,1,United States,California,Woody,93287,"35.710244, -118.881679",35.710244,-118.881679,Female,No,Yes,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,20.65,No,0,59,4517,
6942-LBFDP,1,United States,California,Bakersfield,93308,"35.559617, -118.925185",35.559617,-118.925185,Female,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.55,33.6,No,0,25,5629,
5433-KYGHE,1,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,Female,No,No,Yes,14,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,86.0,1164.05,No,0,33,5494,
0114-IGABW,1,United States,California,Cambria,93428,"35.591387, -121.032256",35.591387,-121.032256,Female,No,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),58.25,4145.9,No,0,76,5224,
8434-VGEQQ,1,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,Male,No,Yes,No,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.55,1305.95,No,0,36,4446,
6549-YMFAW,1,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,Male,Yes,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.25,204.55,No,0,69,2302,
6621-YOBKI,1,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,Male,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,92.75,No,0,76,2303,
1216-JWVUX,1,United States,California,San Miguel,93451,"35.886767, -120.608661",35.886767,-120.608661,Male,No,Yes,Yes,25,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,75.5,1901.05,No,0,33,5985,
7503-MIOGA,1,United States,California,Shandon,93461,"35.634488, -120.293534",35.634488,-120.293534,Female,Yes,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.85,6697.35,No,0,56,5881,
4381-MHQDC,1,United States,California,Solvang,93463,"34.624399, -120.137875",34.624399,-120.137875,Female,No,No,No,47,Yes,Yes,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Mailed check,65.0,2879.9,No,0,40,3286,
2499-AJYUA,1,United States,California,Benton,93512,"37.653947, -118.231443",37.653947,-118.231443,Female,Yes,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7882.25,No,0,80,5933,
6919-ELBGL,1,United States,California,Big Pine,93513,"37.245505, -118.062943",37.245505,-118.062943,Male,Yes,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,8196.4,No,0,61,6268,
6425-JWTDV,1,United States,California,Boron,93516,"34.95703, -117.73045",34.95703,-117.73045,Male,No,Yes,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,855.1,No,0,46,2282,
9477-LGWQI,1,United States,California,Darwin,93522,"36.319181, -117.593053",36.319181,-117.593053,Male,No,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),80.15,5600.15,No,0,70,5715,
1410-RSCMR,1,United States,California,Edwards,93523,"34.966777, -117.961179",34.966777,-117.961179,Male,No,Yes,Yes,7,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),71.35,515.75,No,0,30,3459,
3115-CZMZD,1,United States,California,Independence,93526,"36.869584, -118.189241",36.869584,-118.189241,Male,No,No,No,0,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.25, ,No,0,68,5504,
0139-IVFJG,1,United States,California,Inyokern,93527,"36.041315, -118.188235",36.041315,-118.188235,Female,No,Yes,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,No,Electronic check,90.35,190.5,No,0,29,5361,
5684-FJVYR,1,United States,California,Lake Hughes,93532,"34.659579, -118.584212",34.659579,-118.584212,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,No,No,Two year,Yes,Bank transfer (automatic),90.35,6563.4,No,0,49,5794,
8728-SKJLR,1,United States,California,Olancha,93549,"36.296851, -117.865469",36.296851,-117.865469,Male,No,No,No,41,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,74.25,3089.1,No,0,78,3277,
3442-ZHHCC,1,United States,California,Coarsegold,93614,"37.212191, -119.749323",37.212191,-119.749323,Male,No,No,No,68,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),76.9,5023,No,0,53,5355,
4257-GAESD,1,United States,California,Dinuba,93618,"36.523619, -119.386868",36.523619,-119.386868,Female,No,No,No,6,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),45.0,298.7,No,0,72,2270,
5173-WXOQV,1,United States,California,Dos Palos,93620,"37.045728, -120.630682",37.045728,-120.630682,Male,No,Yes,No,2,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,64.2,143.65,No,0,56,4369,
3807-XHCJH,1,United States,California,Fish Camp,93623,"37.483535, -119.679414",37.483535,-119.679414,Female,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,20,No,0,33,2358,
5671-RQRLP,1,United States,California,Fowler,93625,"36.625792, -119.672483",36.625792,-119.672483,Female,Yes,Yes,No,70,Yes,Yes,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),75.65,5411.4,No,0,30,4181,
9926-PJHDQ,1,United States,California,Kingsburg,93631,"36.478239, -119.52137",36.478239,-119.52137,Female,No,Yes,No,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),76.8,5468.45,No,0,34,5120,
9650-VBUOG,1,United States,California,Tranquillity,93668,"36.635661, -120.288644",36.635661,-120.288644,Male,No,Yes,Yes,38,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.05,963.95,No,0,73,3772,
3487-EARAT,1,United States,California,Wishon,93669,"37.287758, -119.548156",37.287758,-119.548156,Female,No,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Credit card (automatic),74.1,5222.3,No,0,43,6325,
2672-TGEFF,1,United States,California,Traver,93673,"36.456091, -119.486225",36.456091,-119.486225,Female,No,Yes,Yes,37,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,88.8,3340.55,No,0,31,3746,
4625-LAMOB,1,United States,California,Fresno,93705,"36.78724, -119.827813",36.78724,-119.827813,Male,No,No,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.4,905.55,No,0,55,2404,
9778-OGKQZ,1,United States,California,Fresno,93727,"36.751489, -119.68072",36.751489,-119.68072,Male,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),92.0,6782.15,No,0,44,5883,
2252-NKNSI,1,United States,California,Salinas,93905,"36.667794, -121.601306",36.667794,-121.601306,Male,No,No,No,52,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Mailed check,85.15,4461.85,No,0,69,4322,
8713-IGZSO,1,United States,California,Salinas,93906,"36.722898, -121.633648",36.722898,-121.633648,Male,No,No,No,2,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.85,62,No,0,57,5983,
7695-PKLCZ,1,United States,California,Salinas,93908,"36.624338, -121.615669",36.624338,-121.615669,Female,No,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1424.9,No,0,68,4201,
8374-UULRV,1,United States,California,Carmel By The Sea,93921,"36.554618, -121.922239",36.554618,-121.922239,Male,No,No,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.05,6309.65,No,0,33,5965,
9777-IQHWP,1,United States,California,Greenfield,93927,"36.248708, -121.386617",36.248708,-121.386617,Male,No,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),93.4,5822.3,No,0,42,6249,
2732-ISEZX,1,United States,California,Pacific Grove,93950,"36.618337, -121.926417",36.618337,-121.926417,Female,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.5,104.3,No,0,53,5263,
1937-OTUKY,1,United States,California,Seaside,93955,"36.625114, -121.823565",36.625114,-121.823565,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),98.2,7015.9,No,0,75,4332,
1764-VUUMT,1,United States,California,Spreckels,93962,"36.624641, -121.647195",36.624641,-121.647195,Male,No,No,Yes,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1269.1,No,0,51,6382,
3050-GBUSH,1,United States,California,Burlingame,94010,"37.57028, -122.365778",37.57028,-122.365778,Female,No,No,No,3,No,No phone service,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),34.8,113.95,No,0,67,2496,
3199-NPKCN,1,United States,California,Menlo Park,94025,"37.449551, -122.183762",37.449551,-122.183762,Female,No,Yes,No,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,111.25,7511.65,No,0,37,5649,
6259-WJQLC,1,United States,California,Pacifica,94044,"37.573633, -122.455167",37.573633,-122.455167,Male,Yes,No,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,No,0,50,2143,
0678-RLHVP,1,United States,California,Redwood City,94065,"37.527497, -122.230941",37.527497,-122.230941,Female,No,No,No,53,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,No,Electronic check,105.55,5682.25,No,0,67,5731,
1051-GEJLJ,1,United States,California,San Gregorio,94074,"37.331762, -122.341444",37.331762,-122.341444,Female,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.5,27.55,No,0,74,4836,
5285-MVEHD,1,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,Female,No,Yes,No,56,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),105.6,6068.65,No,0,24,4196,
5543-QDCRY,1,United States,California,San Francisco,94103,"37.773147, -122.411287",37.773147,-122.411287,Male,No,No,No,4,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,56.4,234.85,No,0,49,5344,
5993-BQHEA,1,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,Male,No,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,267,No,0,62,4018,
8942-DBMHZ,1,United States,California,San Francisco,94122,"37.760412, -122.484966",37.760412,-122.484966,Male,No,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,255.35,No,0,80,4883,
4301-VVZKA,1,United States,California,San Francisco,94123,"37.800254, -122.436975",37.800254,-122.436975,Male,No,Yes,No,16,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.4,1189.4,No,0,51,5432,
4824-GUCBY,1,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,Female,Yes,No,No,22,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,81.7,1820.9,No,0,34,5602,
5393-HJZSM,1,United States,California,San Francisco,94129,"37.797526, -122.464531",37.797526,-122.464531,Female,No,Yes,Yes,32,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,No,0,70,5324,
5146-CBVOE,1,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,Female,No,No,No,16,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,No,0,59,5176,
0811-GSDTP,1,United States,California,Alameda,94502,"37.724817, -122.224363",37.724817,-122.224363,Female,No,No,Yes,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,30.15,382.2,No,0,22,3540,
9904-EHEVJ,1,United States,California,Bethel Island,94511,"38.050558, -121.646924",38.050558,-121.646924,Female,Yes,Yes,Yes,32,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Mailed check,91.35,2896.55,No,0,35,2965,
8467-WYNSR,1,United States,California,Clayton,94517,"37.881842, -121.848111",37.881842,-121.848111,Male,No,No,No,22,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,55.1,1253.15,No,0,62,2729,
5382-SOYZL,1,United States,California,Concord,94519,"37.990118, -122.012188",37.990118,-122.012188,Male,No,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,95.1,2162.6,No,0,61,3729,
8388-FYNPZ,1,United States,California,Pleasant Hill,94523,"37.95338, -122.076886",37.95338,-122.076886,Male,No,No,No,4,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Electronic check,56.75,245.15,No,0,51,2401,
4002-BQWPQ,1,United States,California,Crockett,94525,"38.049292, -122.228415",38.049292,-122.228415,Male,No,No,No,25,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,No,0,61,5917,
3429-IFLEM,1,United States,California,Hayward,94544,"37.639215, -122.037554",37.639215,-122.037554,Female,No,No,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),77.35,5550.1,No,0,61,4846,
5002-GCQFH,1,United States,California,Hercules,94547,"37.991259, -122.214945",37.991259,-122.214945,Male,No,Yes,No,49,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,No,0,62,5698,
6461-PPAXN,1,United States,California,Napa,94559,"38.232389, -122.324944",38.232389,-122.324944,Female,No,Yes,No,35,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),54.95,1916,No,0,30,4858,
1106-HRLKZ,1,United States,California,Oakley,94561,"37.999406, -121.686241",37.999406,-121.686241,Male,No,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,808.95,No,0,34,2630,
9108-EQPNQ,1,United States,California,San Leandro,94577,"37.717196, -122.159338",37.717196,-122.159338,Female,No,Yes,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),26.1,225.55,No,0,63,3179,
6614-YOLAC,1,United States,California,Oakland,94602,"37.803883, -122.208417",37.803883,-122.208417,Female,No,Yes,No,71,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Mailed check,58.65,4145.25,No,0,48,4151,
9361-YNQWJ,1,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,Female,No,No,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),24.4,1601.2,No,0,24,5887,
6732-FZUGP,1,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,Female,No,No,No,47,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,One year,No,Credit card (automatic),94.9,4615.25,No,0,52,4510,
8329-GWVPJ,1,United States,California,Berkeley,94708,"37.897743, -122.263124",37.897743,-122.263124,Female,No,Yes,Yes,50,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,No,0,64,4539,
6445-TNRXS,1,United States,California,Richmond,94805,"37.941456, -122.320968",37.941456,-122.320968,Male,No,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.7,7849.85,No,0,59,5671,
4581-LNWUM,1,United States,California,San Pablo,94806,"37.980269, -122.342635",37.980269,-122.342635,Female,No,No,No,13,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,49.15,649.4,No,0,78,3000,
3524-WQDSG,1,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,Female,No,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,No,0,73,3280,
3845-JHAMY,1,United States,California,Inverness,94937,"38.099323, -122.945723",38.099323,-122.945723,Female,No,Yes,Yes,16,No,No phone service,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),35.5,552.7,No,0,25,2069,
3486-NPGST,1,United States,California,Mill Valley,94941,"37.901371, -122.572024",37.901371,-122.572024,Female,No,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.55,620.75,No,0,47,2691,
4829-ZLJTK,1,United States,California,Penngrove,94951,"38.325599, -122.642352",38.325599,-122.642352,Female,Yes,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,112.4,8046.85,No,0,37,6144,
7143-BQIBA,1,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,Male,No,No,No,10,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),62.25,612.95,No,0,76,3415,
9646-NMHXE,1,United States,California,San Geronimo,94963,"38.00474, -122.663717",38.00474,-122.663717,Male,No,Yes,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.65,973.1,No,0,77,2021,
7030-NJVDP,1,United States,California,San Quentin,94964,"37.942551, -122.491642",37.942551,-122.491642,Male,No,Yes,No,24,Yes,No,Fiber optic,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,2210.2,No,0,77,5436,
8883-GRDWQ,1,United States,California,Stinson Beach,94970,"37.921137, -122.657562",37.921137,-122.657562,Male,Yes,No,No,20,Yes,No,DSL,Yes,No,No,Yes,No,No,One year,No,Mailed check,54.0,1055.9,No,0,20,5090,
1751-NCDLI,1,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,Male,Yes,Yes,No,46,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.85,4564.9,No,0,41,2641,
4367-NUYAO,1,United States,California,Cupertino,95014,"37.306612, -122.080621",37.306612,-122.080621,Male,No,Yes,Yes,0,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.75, ,No,0,48,4950,
9170-ARBTB,1,United States,California,Felton,95018,"37.089111, -122.062213",37.089111,-122.062213,Female,No,Yes,No,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.6,1012.4,No,0,37,4848,
8590-YFFQO,1,United States,California,Morgan Hill,95037,"37.161544, -121.649371",37.161544,-121.649371,Male,No,Yes,No,70,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.95,4523.25,No,0,78,5669,
8659-IOOPU,1,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,Female,No,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Electronic check,100.45,7159.7,No,0,34,6171,
7363-QTBIW,1,United States,California,Scotts Valley,95066,"37.070177, -122.010077",37.070177,-122.010077,Female,No,Yes,No,9,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.75,769.1,No,0,62,4654,
0971-QIFJK,1,United States,California,Soquel,95073,"37.023669, -121.946461",37.023669,-121.946461,Female,No,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.25,1641.8,No,0,21,4884,
2176-LVPNX,1,United States,California,San Jose,95113,"37.333851, -121.891147",37.333851,-121.891147,Female,Yes,No,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,89.85,6293.45,No,0,33,4994,
1047-NNCBF,1,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,Male,No,No,No,20,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),70.55,1493.55,No,0,59,5790,
5859-HZYLF,1,United States,California,San Jose,95133,"37.371862, -121.860349",37.371862,-121.860349,Male,No,Yes,Yes,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.15,515.75,No,0,58,4347,
0411-EZJZE,1,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,Female,No,No,No,3,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.25,170.5,No,0,31,4830,
8807-ARQET,1,United States,California,Angels Camp,95222,"38.071327, -120.632221",38.071327,-120.632221,Female,No,No,No,41,No,No phone service,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,40.35,1677.85,No,0,79,2454,
8992-CEUEN,1,United States,California,Arnold,95223,"38.32153, -120.236358",38.32153,-120.236358,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,18.85,18.85,No,0,37,5084,
8777-PVYGU,1,United States,California,Burson,95225,"38.183918, -120.898817",38.183918,-120.898817,Female,No,Yes,No,52,Yes,No,DSL,Yes,No,Yes,No,Yes,No,One year,Yes,Mailed check,64.3,3410.6,No,0,73,4405,
9359-UGBTK,1,United States,California,Lockeford,95237,"38.166791, -121.14207",38.166791,-121.14207,Female,No,No,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,Yes,One year,Yes,Bank transfer (automatic),72.35,4991.5,No,0,50,4910,
1282-IHQAC,1,United States,California,Sheep Ranch,95250,"38.244806, -120.417301",38.244806,-120.417301,Male,Yes,No,No,70,No,No phone service,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),44.05,3011.65,No,0,68,4022,
6994-ORCWG,1,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,Female,No,No,No,14,Yes,Yes,DSL,No,Yes,No,No,No,No,One year,Yes,Mailed check,54.25,773.2,No,0,44,4423,
5461-QKNTN,1,United States,California,Catheys Valley,95306,"37.394411, -120.127262",37.394411,-120.127262,Male,Yes,Yes,No,43,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,94.3,3953.15,No,0,63,2040,
0887-WBJVH,1,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,Female,No,Yes,No,53,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,One year,Yes,Electronic check,93.45,4872.2,No,0,20,4700,
8967-SZQAS,1,United States,California,Hornitos,95325,"37.479926, -120.230424",37.479926,-120.230424,Female,No,No,No,14,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,50.45,765.45,No,0,48,3185,
4468-KAZHE,1,United States,California,Hughson,95326,"37.5923, -120.853288",37.5923,-120.853288,Female,Yes,Yes,No,20,Yes,No,DSL,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,60.0,1259.35,No,0,37,2399,
0455-ENTCR,1,United States,California,Jamestown,95327,"37.84771, -120.486589",37.84771,-120.486589,Male,No,Yes,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,85.25,5538.35,No,0,38,5012,
5542-NKVRU,1,United States,California,La Grange,95329,"37.666587, -120.411517",37.666587,-120.411517,Female,No,No,No,42,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.75,844.45,No,0,57,2574,
6789-HJBWG,1,United States,California,Livingston,95334,"37.361987, -120.748394",37.361987,-120.748394,Female,No,No,No,12,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.4,611.65,No,0,70,5007,
6077-BDPXA,1,United States,California,Merced,95340,"37.255637, -120.493537",37.255637,-120.493537,Female,No,No,No,3,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,194.2,No,0,26,2228,
6980-IMXXE,1,United States,California,Modesto,95355,"37.672906, -120.946594",37.672906,-120.946594,Female,No,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1412.65,No,0,34,5267,
0784-GTUUK,1,United States,California,Newman,95360,"37.343846, -121.039391",37.343846,-121.039391,Male,No,Yes,No,62,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),23.75,1446.8,No,0,66,4811,
2294-DMMUS,1,United States,California,Patterson,95363,"37.410236, -121.320337",37.410236,-121.320337,Female,No,Yes,Yes,62,Yes,Yes,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,No,0,37,5057,
8496-DMZUK,1,United States,California,Soulsbyville,95372,"37.990574, -120.261821",37.990574,-120.261821,Male,No,No,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),90.4,2820.65,No,0,78,3171,
0319-QZTCO,1,United States,California,Santa Rosa,95401,"38.460517, -122.790335",38.460517,-122.790335,Female,No,Yes,Yes,3,Yes,No,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.7,168.6,No,0,52,3654,
9220-ZNKJI,1,United States,California,Cobb,95426,"38.838088, -122.73203",38.838088,-122.73203,Female,Yes,Yes,No,55,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,No,Credit card (automatic),88.8,4805.3,No,0,73,4291,
2226-ICFDO,1,United States,California,Covelo,95428,"39.83307, -123.178765",39.83307,-123.178765,Female,No,Yes,No,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.9,6110.75,No,0,72,6361,
5529-GIBVH,1,United States,California,Duncans Mills,95430,"38.445603, -123.063756",38.445603,-123.063756,Female,No,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,1046.2,No,0,74,2618,
2388-LAESQ,1,United States,California,Manchester,95459,"38.966713, -123.586412",38.966713,-123.586412,Female,Yes,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.85,8317.95,No,0,26,4796,
9531-NSBMR,1,United States,California,Mendocino,95460,"39.305545, -123.743697",39.305545,-123.743697,Female,No,No,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.25,679.8,No,0,79,4904,
9968-FFVVH,1,United States,California,Potter Valley,95469,"39.408634, -123.045516",39.408634,-123.045516,Male,No,No,No,63,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Bank transfer (automatic),68.8,4111.35,No,0,40,5082,
8390-FESFV,1,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,Female,No,No,No,62,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),84.5,5193.2,No,0,61,5466,
9795-SHUHB,1,United States,California,The Sea Ranch,95497,"38.696659, -123.436861",38.696659,-123.436861,Female,No,Yes,No,66,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),58.2,3810.8,No,0,79,5313,
3941-XTSKM,1,United States,California,Burnt Ranch,95527,"40.854512, -123.450097",40.854512,-123.450097,Male,No,Yes,No,42,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.1,2049.05,No,0,71,3844,
9788-YTFGE,1,United States,California,Fortuna,95540,"40.584991, -124.121504",40.584991,-124.121504,Male,No,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.95,147.5,No,0,38,3331,
6682-VCIXC,1,United States,California,Mad River,95552,"40.390301, -123.412327",40.390301,-123.412327,Female,No,Yes,No,43,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),51.25,2151.6,No,0,43,5656,
3733-LSYCE,1,United States,California,Samoa,95564,"40.809636, -124.189977",40.809636,-124.189977,Female,No,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,No,0,67,4891,
6265-FRMTQ,1,United States,California,Scotia,95565,"40.440636, -124.098739",40.440636,-124.098739,Male,No,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.4,609.1,No,0,29,5363,
5469-NUJUR,1,United States,California,Zenia,95595,"40.170357, -123.417298",40.170357,-123.417298,Male,No,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.95,373.5,No,0,50,2831,
7266-GSSJX,1,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,Male,No,Yes,Yes,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.45,250.8,No,0,28,2606,
7073-QETQY,1,United States,California,Capay,95607,"38.681651, -122.130569",38.681651,-122.130569,Male,No,Yes,No,66,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,20.35,1359.5,No,0,22,4845,
5478-JJVZK,1,United States,California,Fair Oaks,95628,"38.652065, -121.25441",38.652065,-121.25441,Female,No,No,No,33,Yes,Yes,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,60.9,2033.85,No,0,36,3009,
4291-HPAXL,1,United States,California,Galt,95632,"38.274451, -121.259201",38.274451,-121.259201,Male,No,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,19.85,No,0,75,4840,
1697-BCSHV,1,United States,California,Guinda,95637,"38.830739, -122.196202",38.830739,-122.196202,Female,No,Yes,Yes,58,Yes,Yes,DSL,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,No,0,70,6433,
1131-SUEKT,1,United States,California,Hood,95639,"38.375325, -121.507935",38.375325,-121.507935,Male,No,Yes,Yes,61,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),98.45,6145.2,No,0,64,4000,
3717-OEAUQ,1,United States,California,Ione,95640,"38.33788, -120.954202",38.33788,-120.954202,Male,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,70.7,129.2,No,0,38,2388,
7684-XSZIY,1,United States,California,Loomis,95650,"38.809175, -121.171375",38.809175,-121.171375,Male,No,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.3,1643.25,No,0,43,5160,
9089-UOWJG,1,United States,California,Lotus,95651,"38.815515, -120.916997",38.815515,-120.916997,Female,No,Yes,Yes,12,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),58.35,740.55,No,0,29,5068,
2272-JKMSI,1,United States,California,Roseville,95661,"38.736685, -121.251984",38.736685,-121.251984,Female,No,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,110.8,6840.95,No,0,49,4306,
8714-CTZJW,1,United States,California,Pilot Hill,95664,"38.803731, -121.043799",38.803731,-121.043799,Female,No,No,No,4,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),82.85,319.6,No,0,80,3154,
3569-EDBPQ,1,United States,California,Pine Grove,95665,"38.400264, -120.641274",38.400264,-120.641274,Female,No,No,No,24,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,84.35,1938.05,No,0,31,2198,
1970-KKFWL,1,United States,California,Rescue,95672,"38.724322, -120.991237",38.724322,-120.991237,Female,No,No,No,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),23.3,797.1,No,0,78,2416,
4859-ZSRDZ,1,United States,California,Vacaville,95687,"38.333133, -121.920151",38.333133,-121.920151,Female,No,Yes,No,58,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),55.5,3166.9,No,0,69,4080,
3870-SPZSI,1,United States,California,Wilton,95693,"38.392559, -121.225093",38.392559,-121.225093,Female,No,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.05,7869.05,No,0,54,4203,
7560-QRBXH,1,United States,California,Woodland,95695,"38.71967, -121.862416",38.71967,-121.862416,Female,No,No,No,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.95,936.7,No,0,21,3396,
8752-GHJFU,1,United States,California,Applegate,95703,"38.983388, -120.988814",38.983388,-120.988814,Male,Yes,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,92.0,6585.2,No,0,66,4322,
4652-ODEVH,1,United States,California,Dutch Flat,95714,"39.197215, -120.83679",39.197215,-120.83679,Male,No,Yes,Yes,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.45,1088.25,No,0,57,3586,
6718-BDGHG,1,United States,California,Gold Run,95717,"39.170376, -120.838404",39.170376,-120.838404,Female,No,Yes,No,43,Yes,Yes,DSL,No,No,No,Yes,Yes,No,One year,Yes,Bank transfer (automatic),64.85,2908.2,No,0,72,4000,
1666-JZPZT,1,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,Male,No,No,No,27,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,49.0,1291.35,No,0,51,5428,
7677-SJJJK,1,United States,California,Granite Bay,95746,"38.749466, -121.184196",38.749466,-121.184196,Male,No,Yes,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.9,153.95,No,0,29,3152,
7055-HNEOJ,1,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,Male,No,Yes,No,3,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,55.8,154.55,No,0,48,2662,
5514-YQENT,1,United States,California,Rocklin,95765,"38.823278, -121.281856",38.823278,-121.281856,Male,No,No,Yes,41,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,111.15,4507.15,No,0,32,5038,
2958-NHPPS,1,United States,California,Sacramento,95816,"38.574856, -121.46504",38.574856,-121.46504,Male,No,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.85,473.9,No,0,53,4263,
8681-ICONS,1,United States,California,Sacramento,95822,"38.512569, -121.495184",38.512569,-121.495184,Male,No,Yes,Yes,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.65,654.85,No,0,72,4667,
6234-PFPXL,1,United States,California,Sacramento,95829,"38.486502, -121.334051",38.486502,-121.334051,Male,No,Yes,No,22,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,No,Month-to-month,No,Credit card (automatic),95.9,2234.95,No,0,56,3207,
9824-QCJPK,1,United States,California,Sacramento,95830,"38.490508, -121.284171",38.490508,-121.284171,Male,No,Yes,No,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,666.75,No,0,60,4175,
4283-IVYCI,1,United States,California,Sacramento,95832,"38.445939, -121.496855",38.445939,-121.496855,Male,No,No,No,9,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Mailed check,64.95,547.8,No,0,66,3013,
8205-MQUGY,1,United States,California,Sacramento,95834,"38.646209, -121.52446",38.646209,-121.52446,Male,No,Yes,Yes,12,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,49.2,571.15,No,0,37,3582,
9777-WJJPR,1,United States,California,Sacramento,95842,"38.687367, -121.34848",38.687367,-121.34848,Male,No,Yes,No,31,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Credit card (automatic),88.65,2683.2,No,0,48,4821,
5067-DGXLL,1,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,Male,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,36.8,No,0,59,5736,
6281-FKEWS,1,United States,California,Berry Creek,95916,"39.657228, -121.37778",39.657228,-121.37778,Female,No,No,No,44,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,49.05,2265,No,0,68,3910,
9290-SHCMB,1,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,Female,Yes,No,No,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,96.85,1235.55,No,0,28,3098,
5035-PGZXH,1,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,Female,No,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.8,5914.4,No,0,49,6161,
4472-VESGY,1,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,Female,No,Yes,Yes,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,No,0,48,5123,
3128-YOVTD,1,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,Female,No,Yes,Yes,51,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,No,0,64,6321,
1728-CXQBE,1,United States,California,Glenn,95943,"39.597975, -122.032248",39.597975,-122.032248,Male,Yes,Yes,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.25,6081.4,No,0,63,6020,
8819-WFGGJ,1,United States,California,Grimes,95950,"39.033058, -121.895718",39.033058,-121.895718,Male,No,Yes,No,68,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),54.1,3794.5,No,0,30,4601,
1925-GMVBW,1,United States,California,Oroville,95965,"39.624561, -121.552866",39.624561,-121.552866,Female,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.55,96.1,No,0,23,5967,
9207-ZPANB,1,United States,California,Paradise,95969,"39.69676, -121.644379",39.69676,-121.644379,Male,No,No,No,37,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Electronic check,67.45,2443.3,No,0,37,5042,
0640-YJTPY,1,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,Male,No,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),21.0,1493.75,No,0,71,4974,
8096-LOIST,1,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,Female,No,No,No,19,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,56.2,1093.4,No,0,38,3384,
9764-REAFF,1,United States,California,Stonyford,95979,"39.288127, -122.415841",39.288127,-122.415841,Female,No,Yes,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),18.4,1057.85,No,0,20,4375,
7107-UBYKY,1,United States,California,Sutter,95982,"39.172777, -121.805845",39.172777,-121.805845,Female,No,Yes,Yes,35,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,25.75,882.55,No,0,49,4194,
2882-WDTBA,1,United States,California,Willows,95988,"39.493991, -122.286363",39.493991,-122.286363,Male,No,Yes,No,69,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.75,5388.15,No,0,75,5839,
6518-KZXCB,1,United States,California,Cassel,96016,"40.936285, -121.572692",40.936285,-121.572692,Male,No,No,No,22,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,566.5,No,0,61,3403,
7776-QGYJC,1,United States,California,Shasta Lake,96019,"40.692523, -122.369876",40.692523,-122.369876,Female,No,Yes,Yes,39,Yes,No,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,No,0,25,2042,
9818-XQCUV,1,United States,California,Dunsmuir,96025,"41.212695, -122.392067",41.212695,-122.392067,Female,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.35,45.3,No,0,61,5994,
8259-NFJTV,1,United States,California,Flournoy,96029,"39.84784, -122.544556",39.84784,-122.544556,Female,No,Yes,Yes,7,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Mailed check,34.65,246.6,No,0,45,5996,
7108-DGVUU,1,United States,California,Lookout,96054,"41.280478, -121.160249",41.280478,-121.160249,Female,Yes,Yes,No,21,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,No,Bank transfer (automatic),71.7,1497.05,No,0,38,2784,
2720-FVBQP,1,United States,California,Mccloud,96057,"41.251322, -122.105209",41.251322,-122.105209,Female,No,Yes,Yes,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),48.95,273.25,No,0,30,3061,
9906-NHHVC,1,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,Female,Yes,No,No,65,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),53.5,3517.9,No,0,76,5693,
8152-UOBNY,1,United States,California,Mineral,96063,"40.408796, -121.579609",40.408796,-121.579609,Female,Yes,No,No,50,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Electronic check,106.8,5347.95,No,0,59,5746,
7643-RCHXS,1,United States,California,Montgomery Creek,96065,"40.877552, -121.885884",40.877552,-121.885884,Female,No,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,19.35,1263.85,No,0,23,4566,
2927-QRRQV,1,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,Male,No,Yes,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,94.65,4312.5,No,0,79,4120,
3399-BMLVW,1,United States,California,Whitmore,96096,"40.637105, -121.906949",40.637105,-121.906949,Male,No,Yes,No,51,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),60.5,3121.45,No,0,75,4994,
3374-PZLXD,1,United States,California,Blairsden Graeagle,96103,"39.783747, -120.661032",39.783747,-120.661032,Male,No,No,No,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.7,675.6,No,0,73,4136,
4939-KYYPY,1,United States,California,Coleville,96107,"38.42528, -119.475741",38.42528,-119.475741,Male,No,No,No,27,Yes,Yes,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,59.45,1611.65,No,0,23,4818,
6022-KOUQO,1,United States,California,Eagleville,96110,"41.280341, -120.150381",41.280341,-120.150381,Female,No,Yes,Yes,2,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),29.05,44.75,No,0,22,4998,
2361-UPSND,1,United States,California,Herlong,96113,"40.198234, -120.18089",40.198234,-120.18089,Female,No,Yes,No,46,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.6,3231.05,No,0,52,5433,
6267-DCFFZ,1,United States,California,Madeline,96119,"41.042003, -120.506086",41.042003,-120.506086,Female,Yes,Yes,No,30,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,90.05,2627.2,No,0,39,3792,
1498-DQNRX,1,United States,California,Westwood,96137,"40.271535, -121.018087",40.271535,-121.018087,Female,No,Yes,No,29,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,573.05,No,0,59,2712,
3761-FLYZI,1,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,Female,Yes,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,No,0,64,5225,
4403-BWPAY,1,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,Male,No,No,No,14,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),24.8,321.7,No,0,22,4527,
5405-ZMYXQ,1,United States,California,Los Angeles,90019,"34.049841, -118.33846",34.049841,-118.33846,Female,No,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),74.6,548.9,No,0,57,2142,
1442-OKRJE,1,United States,California,Los Angeles,90021,"34.029043, -118.239504",34.029043,-118.239504,Male,No,Yes,Yes,66,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),103.15,7031.3,No,0,80,4663,
2808-CHTDM,1,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,Female,No,Yes,Yes,23,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.1,611.45,No,0,67,2267,
1060-ENTOF,1,United States,California,Los Angeles,90028,"34.099869, -118.326843",34.099869,-118.326843,Female,Yes,Yes,No,67,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),105.4,7035.6,No,0,64,5703,
0999-QXNSA,1,United States,California,Los Angeles,90029,"34.089953, -118.294824",34.089953,-118.294824,Male,Yes,No,Yes,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.75,344.2,No,0,57,3779,
4422-QVIJA,1,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,Female,No,No,Yes,35,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,50.15,1655.35,No,0,74,5879,
6961-MJKBO,1,United States,California,Los Angeles,90057,"34.061918, -118.277939",34.061918,-118.277939,Male,No,No,No,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,943,No,0,72,4342,
6435-SRWBJ,1,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,Female,No,No,No,5,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Electronic check,82.75,417.75,No,0,36,5269,
0404-AHASP,1,United States,California,Beverly Hills,90212,"34.062095, -118.401508",34.062095,-118.401508,Male,No,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.7,1421.9,No,0,36,6436,
7279-NMVJC,1,United States,California,Compton,90220,"33.88151, -118.234451",33.88151,-118.234451,Female,No,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.9,323.15,No,0,70,2093,
2081-VEYEH,1,United States,California,Compton,90221,"33.885811, -118.206459",33.885811,-118.206459,Male,No,No,No,3,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,107.95,318.6,No,0,70,5653,
2587-YNLES,1,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,Female,No,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,100.35,No,0,42,5874,
5935-FCCNB,1,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,Female,Yes,No,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.2,1608.15,No,0,54,4425,
1958-RNRKS,1,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,Male,No,Yes,No,30,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,49.9,1441.95,No,0,45,3712,
1015-OWJKI,1,United States,California,Lawndale,90260,"33.88856, -118.351813",33.88856,-118.351813,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.05,19.05,No,0,59,5279,
8887-IPQNC,1,United States,California,Manhattan Beach,90266,"33.889632, -118.39737",33.889632,-118.39737,Female,No,Yes,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.25,313.45,No,0,58,5014,
8646-JCOMS,1,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,Female,No,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Bank transfer (automatic),90.55,6130.95,No,0,38,4958,
1803-BGNBD,1,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,Female,No,No,No,12,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,54.3,654.5,No,0,63,3854,
6519-CFDBX,1,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,Female,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.4,80.95,No,0,45,4964,
3669-WHAFY,1,United States,California,Whittier,90604,"33.929704, -118.01208",33.929704,-118.01208,Female,No,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8078.1,No,0,24,4144,
2519-LBNQL,1,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,Male,Yes,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.35,6339.45,No,0,73,4040,
8623-ULFNQ,1,United States,California,Cerritos,90703,"33.8681, -118.067402",33.8681,-118.067402,Female,Yes,No,No,26,Yes,Yes,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,66.05,1652.4,No,0,43,3225,
8401-EMUWF,1,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,Male,No,Yes,Yes,42,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,No,0,36,4701,
5377-NDTOU,1,United States,California,San Pedro,90732,"33.744119, -118.31448",33.744119,-118.31448,Female,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,91.05,6293.75,No,0,39,4644,
2474-LCNUE,1,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,Female,No,Yes,No,23,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,No,0,61,2590,
6016-LVTJQ,1,United States,California,Long Beach,90805,"33.864622, -118.179626",33.864622,-118.179626,Female,No,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,716.4,No,0,74,5099,
7860-KSUGX,1,United States,California,Long Beach,90806,"33.802664, -118.179971",33.802664,-118.179971,Male,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),64.45,4720,No,0,74,6330,
5149-QYTTU,1,United States,California,Long Beach,90814,"33.771612, -118.143866",33.771612,-118.143866,Female,No,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),95.15,6770.85,No,0,41,5647,
0817-HSUSE,1,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,Male,No,No,No,1,Yes,No,DSL,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,75.5,75.5,No,0,43,2954,
1927-QEWMY,1,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,Female,No,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1502.25,No,0,25,6302,
7554-AKDQF,1,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,Female,No,Yes,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.65,323.45,No,0,40,4227,
0794-YVSGE,1,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,Male,No,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.3,1401.15,No,0,76,5265,
5423-BHIXO,1,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,Female,No,No,No,32,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,54.2,1739.6,No,0,43,4454,
6908-VVYHM,1,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,Male,No,Yes,No,65,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.65,5931,No,0,70,6358,
2959-EEXWB,1,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,Female,No,Yes,Yes,45,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,No,0,64,3937,
1839-UMACK,1,United States,California,Pasadena,91106,"34.139402, -118.128658",34.139402,-118.128658,Male,No,No,No,42,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.05,949.85,No,0,55,3756,
8286-AFUYI,1,United States,California,Glendale,91203,"34.153338, -118.262974",34.153338,-118.262974,Male,No,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,47.95,47.95,No,0,35,5092,
8356-WUAOJ,1,United States,California,Glendale,91205,"34.13658, -118.245839",34.13658,-118.245839,Female,No,Yes,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,45.0,45,No,0,63,5669,
8058-DMYRU,1,United States,California,Glendale,91208,"34.195386, -118.238508",34.195386,-118.238508,Male,Yes,No,No,54,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.05,4931.8,No,0,23,5232,
6959-GQEGV,1,United States,California,Canoga Park,91303,"34.19829, -118.602203",34.19829,-118.602203,Male,No,No,No,45,Yes,No,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,75.95,3273.8,No,0,28,2185,
1265-HVPZB,1,United States,California,Winnetka,91306,"34.209532, -118.577563",34.209532,-118.577563,Male,No,Yes,No,59,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Credit card (automatic),66.4,3958.2,No,0,64,6432,
7369-TRPFD,1,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,Male,No,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,18.8,279.2,No,0,43,2916,
1098-KFQEC,1,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,Female,No,Yes,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.4,1083,No,0,23,5366,
7064-FRRSW,1,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,Male,Yes,No,No,48,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,99.0,4744.35,No,0,78,3061,
7940-UQQUG,1,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,Female,No,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.4,6721.6,No,0,33,5133,
7010-BRBUU,1,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,Male,No,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.1,1734.65,No,0,23,4264,
5129-HHMZC,1,United States,California,Van Nuys,91401,"34.178483, -118.431791",34.178483,-118.431791,Female,No,Yes,No,43,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Credit card (automatic),86.45,3574.5,No,0,53,3110,
4524-QCSSM,1,United States,California,Encino,91436,"34.152875, -118.486056",34.152875,-118.486056,Male,No,No,No,26,No,No phone service,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,No,0,33,4512,
2039-JONDJ,1,United States,California,Burbank,91504,"34.213049, -118.317651",34.213049,-118.317651,Male,No,No,No,27,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Bank transfer (automatic),55.45,1477.65,No,0,80,3616,
6695-FRVEC,1,United States,California,Burbank,91506,"34.169706, -118.323548",34.169706,-118.323548,Male,No,Yes,No,67,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),60.4,3953.7,No,0,73,5356,
0754-EEBDC,1,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,Male,No,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.9,76.65,No,0,74,2347,
2361-FJWNO,1,United States,California,Rancho Cucamonga,91737,"34.245289, -117.642503",34.245289,-117.642503,Male,No,No,No,40,No,No phone service,DSL,No,Yes,No,Yes,No,No,One year,No,Credit card (automatic),36.0,1382.9,No,0,38,5323,
8232-UTFOZ,1,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,Male,No,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.95,1399.35,No,0,59,4328,
7696-CFTAT,1,United States,California,Diamond Bar,91765,"33.992416, -117.807874",33.992416,-117.807874,Male,No,Yes,Yes,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.8,726.1,No,0,28,2745,
2123-VSCOT,1,United States,California,Pomona,91767,"34.083086, -117.737997",34.083086,-117.737997,Female,No,Yes,No,59,Yes,Yes,DSL,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),72.1,4194.85,No,0,52,6225,
2792-VPPET,1,United States,California,San Gabriel,91776,"34.089927, -118.095645",34.089927,-118.095645,Male,No,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.5,76.95,No,0,35,5296,
1964-SVLEA,1,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,Male,No,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.7,415.9,No,0,80,2860,
8267-KFGYD,1,United States,California,Alhambra,91803,"34.074736, -118.145959",34.074736,-118.145959,Male,No,No,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,21.05,21.05,No,0,32,3389,
3764-MNMOI,1,United States,California,Boulevard,91905,"32.677097, -116.304991",32.677097,-116.304991,Male,No,No,No,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.2,908.15,No,0,54,2776,
8466-PZBLH,1,United States,California,Descanso,91916,"32.912664, -116.635387",32.912664,-116.635387,Male,No,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),104.6,6885.75,No,0,56,4743,
0019-EFAEP,1,United States,California,La Mesa,91942,"32.782501, -117.01611",32.782501,-117.01611,Female,No,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),101.3,7261.25,No,0,53,5513,
5619-PTMIK,1,United States,California,Lemon Grove,91945,"32.733564, -117.033713",32.733564,-117.033713,Female,No,Yes,No,46,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,No,Electronic check,53.1,2459.8,No,0,72,3358,
7967-HYCDE,1,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,Male,No,No,No,8,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),70.7,553.4,No,0,27,4946,
2430-RRYUW,1,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,Male,No,No,No,66,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,Yes,Mailed check,54.8,3465.7,No,0,20,4621,
5110-CHOPY,1,United States,California,Carlsbad,92009,"33.098018, -117.258203",33.098018,-117.258203,Female,No,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,No,Electronic check,53.6,3237.05,No,0,39,4173,
4425-OWHWB,1,United States,California,El Cajon,92019,"32.785165, -116.862648",32.785165,-116.862648,Female,No,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.35,433.75,No,0,77,5811,
7892-QVYKW,1,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,Female,No,Yes,Yes,23,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.6,1868.4,No,0,25,3513,
2208-MPXIO,1,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,Female,No,Yes,Yes,45,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.0,886.4,No,0,71,5169,
1960-UYCNN,1,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,Male,No,No,No,10,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,95.25,1021.55,No,0,23,4810,
7336-RLLRH,1,United States,California,Oceanside,92054,"33.351059, -117.420557",33.351059,-117.420557,Male,No,Yes,No,27,Yes,Yes,DSL,Yes,No,No,Yes,Yes,Yes,One year,No,Mailed check,80.85,2204.35,No,0,51,4732,
0607-MVMGC,1,United States,California,Ranchita,92066,"33.215251, -116.53633",33.215251,-116.53633,Male,No,Yes,No,45,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),78.75,3600.65,No,0,63,2595,
1488-PBLJN,1,United States,California,San Diego,92124,"32.827238, -117.089287",32.827238,-117.089287,Female,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),116.85,8477.7,No,0,33,4055,
8100-HZZLJ,1,United States,California,Indio,92201,"33.713891, -116.237257",33.713891,-116.237257,Female,No,No,Yes,43,Yes,No,DSL,Yes,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,63.95,2737.05,No,0,55,4205,
8309-IEYJD,1,United States,California,Indian Wells,92210,"33.537646, -116.291089",33.537646,-116.291089,Female,Yes,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,70.6,70.6,No,0,25,2576,
7361-YPXFS,1,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,Female,Yes,No,No,28,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,No,0,37,3820,
3392-EHMNK,1,United States,California,Thermal,92274,"33.53604, -116.119222",33.53604,-116.119222,Female,No,Yes,Yes,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),94.1,6302.8,No,0,58,4803,
3486-KHMLI,1,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,Male,No,No,Yes,21,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,24.7,467.15,No,0,54,5403,
6784-XYJAE,1,United States,California,Fort Irwin,92310,"35.349241, -116.770281",35.349241,-116.770281,Female,No,No,No,36,Yes,Yes,DSL,No,No,Yes,No,No,No,One year,No,Electronic check,55.8,1941.5,No,0,25,4770,
2251-PYLPB,1,United States,California,Big Bear Lake,92315,"34.242058, -116.89802",34.242058,-116.89802,Male,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),79.55,5810.9,No,0,55,4766,
5555-RNPGT,1,United States,California,Bloomington,92316,"34.059722, -117.39104",34.059722,-117.39104,Male,No,No,Yes,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),24.8,223.9,No,0,36,5212,
2190-BCXEC,1,United States,California,Death Valley,92328,"36.27688, -117.033326",36.27688,-117.033326,Female,No,Yes,No,40,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,No,0,45,5257,
2911-WDXMV,1,United States,California,Fontana,92335,"34.087558, -117.464096",34.087558,-117.464096,Male,No,No,Yes,18,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,No,0,37,5334,
7206-PQBBZ,1,United States,California,Fontana,92336,"34.136367, -117.460803",34.136367,-117.460803,Male,Yes,Yes,No,11,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.2,834.7,No,0,29,2848,
7422-WNBTY,1,United States,California,Green Valley Lake,92341,"34.244411, -117.072654",34.244411,-117.072654,Male,No,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,93.35,3092,No,0,40,3348,
0842-IWYCP,1,United States,California,Helendale,92342,"34.757783, -117.33997",34.757783,-117.33997,Female,No,No,No,46,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,No,0,44,2626,
3744-ZBHON,1,United States,California,Highland,92346,"34.129677, -117.154277",34.129677,-117.154277,Female,No,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.2,65.95,No,0,24,4369,
3373-DIUUN,1,United States,California,Hinkley,92347,"34.983808, -117.239306",34.983808,-117.239306,Male,No,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,21.25,711.9,No,0,70,3047,
8383-SGHJU,1,United States,California,Lake Arrowhead,92352,"34.2565, -117.19335",34.2565,-117.19335,Female,No,No,No,33,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,No,Electronic check,59.4,1952.8,No,0,38,2853,
8819-IMISP,1,United States,California,Redlands,92373,"34.003243, -117.138286",34.003243,-117.138286,Male,No,No,No,31,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,80.45,2429.1,No,0,49,4684,
1163-ONYEY,1,United States,California,Shoshone,92384,"35.924252, -116.188668",35.924252,-116.188668,Male,No,Yes,Yes,41,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,No,0,61,2748,
6082-OQFBA,1,United States,California,Victorville,92394,"34.567058, -117.362329",34.567058,-117.362329,Male,No,Yes,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,436.9,No,0,70,5460,
4010-YLMVT,1,United States,California,Yucaipa,92399,"34.04597, -117.011825",34.04597,-117.011825,Female,No,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,No,0,80,5056,
8160-HOWOX,1,United States,California,San Bernardino,92407,"34.250069, -117.393949",34.250069,-117.393949,Female,No,No,No,7,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,66.85,458.1,No,0,43,4858,
1763-WQFUK,1,United States,California,Riverside,92503,"33.890046, -117.455583",33.890046,-117.455583,Male,No,No,No,3,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,50.5,147.75,No,0,43,5258,
2023-VQFDL,1,United States,California,Riverside,92506,"33.930931, -117.361788",33.930931,-117.361788,Male,No,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.0,348.8,No,0,39,5379,
1345-GKDZZ,1,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,Male,No,No,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.55,128.6,No,0,69,2309,
0248-IPDFW,1,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,Female,No,No,No,1,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,50.1,50.1,No,0,57,5617,
7101-HRBLJ,1,United States,California,Idyllwild,92549,"33.755039, -116.741796",33.755039,-116.741796,Female,No,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.7,6096.9,No,0,36,4592,
8220-OCUFY,1,United States,California,Perris,92571,"33.828289, -117.201666",33.828289,-117.201666,Female,No,No,No,21,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,60.25,1258.35,No,0,25,4870,
3995-WFCSM,1,United States,California,San Jacinto,92582,"33.806708, -117.02007",33.806708,-117.02007,Female,No,No,No,2,Yes,No,DSL,No,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,60.85,111.4,No,0,54,3796,
2878-RMWXY,1,United States,California,Temecula,92590,"33.475493, -117.219551",33.475493,-117.219551,Male,Yes,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),102.65,7550.3,No,0,66,4680,
7311-MQJCH,1,United States,California,Temecula,92592,"33.507255, -117.029473",33.507255,-117.029473,Female,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,19.55,99.6,No,0,47,2575,
1136-XGEQU,1,United States,California,Winchester,92596,"33.657433, -117.04254",33.657433,-117.04254,Female,No,Yes,No,50,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),84.15,4164.4,No,0,43,4625,
8879-XUAHX,1,United States,California,Irvine,92614,"33.680302, -117.833296",33.680302,-117.833296,Male,No,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,116.25,8564.75,No,0,47,6124,
3689-MOZGR,1,United States,California,Irvine,92618,"33.667145, -117.732135",33.667145,-117.732135,Female,No,No,No,29,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,31.2,926.2,No,0,39,4761,
5003-XZWWO,1,United States,California,Capistrano Beach,92624,"33.458754, -117.665104",33.458754,-117.665104,Male,No,Yes,No,71,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),84.2,5956.85,No,0,33,4753,
6922-NCEDI,1,United States,California,Costa Mesa,92627,"33.645672, -117.922613",33.645672,-117.922613,Male,No,No,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,21.2,1238.65,No,0,23,6473,
9891-NQDBD,1,United States,California,Lake Forest,92630,"33.644849, -117.684254",33.644849,-117.684254,Female,No,Yes,No,28,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,25.55,672.2,No,0,39,3493,
9798-DRYDS,1,United States,California,Huntington Beach,92648,"33.679659, -118.016195",33.679659,-118.016195,Female,No,Yes,No,17,Yes,Yes,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,61.95,1070.7,No,0,27,4759,
0380-NEAVX,1,United States,California,Newport Beach,92660,"33.634626, -117.874882",33.634626,-117.874882,Male,Yes,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.85,3343.15,No,0,71,5626,
8619-IJNDK,1,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,Female,No,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),64.05,4492.9,No,0,71,4374,
1153-GNOLC,1,United States,California,Santa Ana,92707,"33.714829, -117.872941",33.714829,-117.872941,Male,No,No,No,33,No,No phone service,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,39.1,1309,No,0,40,2855,
3496-LFSZU,1,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,Male,No,Yes,No,4,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Electronic check,70.5,294.2,No,0,68,2896,
2212-LYASK,1,United States,California,Brea,92823,"33.924143, -117.79387",33.924143,-117.79387,Male,No,Yes,No,27,No,No phone service,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),45.85,1246.4,No,0,49,2068,
1393-IMKZG,1,United States,California,Fullerton,92831,"33.879983, -117.895482",33.879983,-117.895482,Female,No,No,No,1,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,95.85,95.85,No,0,23,3270,
6050-FFXES,1,United States,California,Garden Grove,92844,"33.766476, -117.969795",33.766476,-117.969795,Female,No,Yes,No,69,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),105.35,7240.65,No,0,34,5268,
0362-RAOQO,1,United States,California,Norco,92860,"33.925833, -117.559639",33.925833,-117.559639,Female,No,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.65,830.25,No,0,75,3878,
1399-UBQIU,1,United States,California,Orange,92867,"33.81859, -117.821288",33.81859,-117.821288,Male,No,No,No,11,Yes,No,DSL,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,69.35,712.25,No,0,47,2288,
4957-TIALW,1,United States,California,Corona,92880,"33.918043, -117.617809",33.918043,-117.617809,Female,No,No,No,15,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,One year,No,Credit card (automatic),65.6,1010,No,0,28,2976,
3126-WQMGH,1,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,Female,No,Yes,No,49,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,No,0,40,5224,
7176-WRTNX,1,United States,California,Ventura,93004,"34.278697, -119.167798",34.278697,-119.167798,Male,No,No,No,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),114.95,7711.25,No,0,26,4511,
5732-IKGQH,1,United States,California,Camarillo,93012,"34.205504, -118.993111",34.205504,-118.993111,Male,Yes,Yes,No,52,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),104.45,5481.25,No,0,78,5490,
9239-GZHZE,1,United States,California,Carpinteria,93013,"34.441398, -119.513163",34.441398,-119.513163,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.65,8124.2,No,0,79,6469,
7205-BAIAD,1,United States,California,Fillmore,93015,"34.408161, -118.865111",34.408161,-118.865111,Female,No,No,No,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.6,827.3,No,0,27,3091,
8064-RAVOH,1,United States,California,Oxnard,93030,"34.223244, -119.18012",34.223244,-119.18012,Male,No,No,Yes,1,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,49.85,49.85,No,0,49,5323,
5334-AFQJB,1,United States,California,Simi Valley,93065,"34.269449, -118.768471",34.269449,-118.768471,Male,Yes,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.1,1789.9,No,0,74,5751,
8963-JLGJT,1,United States,California,Santa Barbara,93105,"34.037342, -119.80079",34.037342,-119.80079,Male,No,No,Yes,3,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,55.9,157.55,No,0,36,4648,
6177-PEVRA,1,United States,California,Corcoran,93212,"36.04533, -119.532424",36.04533,-119.532424,Female,No,No,No,48,Yes,No,DSL,Yes,Yes,No,No,No,No,Two year,No,Credit card (automatic),55.5,2627.35,No,0,48,4975,
3324-OIRTO,1,United States,California,Glennville,93226,"35.735694, -118.738483",35.735694,-118.738483,Male,No,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),104.65,7288.4,No,0,74,6101,
9154-QDGTH,1,United States,California,Kettleman City,93239,"35.996923, -120.000951",35.996923,-120.000951,Male,No,Yes,Yes,43,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),104.3,4451.85,No,0,60,3927,
6463-HHXJR,1,United States,California,Lemon Cove,93244,"36.462671, -118.997291",36.462671,-118.997291,Female,No,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,No,Bank transfer (automatic),100.5,7030.65,No,0,41,4080,
9776-OJUZI,1,United States,California,Lost Hills,93249,"35.637715, -119.893068",35.637715,-119.893068,Female,Yes,No,No,65,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,No,0,62,4168,
1306-RPWXZ,1,United States,California,Mc Farland,93250,"35.666886, -119.186717",35.666886,-119.186717,Female,No,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.45,1024.65,No,0,20,4784,
3097-PYWXL,1,United States,California,New Cuyama,93254,"34.956577, -119.750142",34.956577,-119.750142,Female,No,Yes,Yes,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.95,82.9,No,0,26,2951,
2266-SJNAT,1,United States,California,Onyx,93255,"35.676978, -118.101378",35.676978,-118.101378,Female,No,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),109.15,7789.6,No,0,46,4807,
4238-JSSWH,1,United States,California,Porterville,93257,"36.008958, -118.891593",36.008958,-118.891593,Female,Yes,Yes,No,35,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,No,0,35,3199,
2809-ILCYT,1,United States,California,Sequoia National Park,93262,"36.527243, -118.594938",36.527243,-118.594938,Female,No,Yes,No,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,26.8,733.55,No,0,78,3428,
9548-ZMVTX,1,United States,California,Visalia,93292,"36.37559, -119.211689",36.37559,-119.211689,Male,No,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,No,No,Two year,No,Bank transfer (automatic),90.45,6565.85,No,0,35,4461,
3981-QSVQI,1,United States,California,Bakersfield,93305,"35.391733, -118.984109",35.391733,-118.984109,Male,No,No,No,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No,0,22,5498,
9424-CMPOG,1,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,Male,No,Yes,Yes,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.6,197.4,No,0,65,4406,
2616-UUTFK,1,United States,California,Bakersfield,93313,"35.140938, -119.051348",35.140938,-119.051348,Male,No,Yes,No,33,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,No,0,75,4959,
7064-JHXCE,1,United States,California,San Luis Obispo,93401,"35.233745, -120.626442",35.233745,-120.626442,Male,No,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1263.9,No,0,63,6444,
7989-AWGEH,1,United States,California,San Luis Obispo,93405,"35.236549, -120.727344",35.236549,-120.727344,Male,No,Yes,Yes,49,No,No phone service,DSL,Yes,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,39.2,1838.15,No,0,39,4810,
4373-VVHQL,1,United States,California,Arroyo Grande,93420,"35.176236, -120.483243",35.176236,-120.483243,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.75,44.75,No,0,59,5479,
4559-UWIHT,1,United States,California,Atascadero,93422,"35.453912, -120.69461",35.453912,-120.69461,Male,No,Yes,No,14,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,82.65,1185,No,0,79,4965,
7268-IGMFD,1,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,Male,Yes,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,No,0,47,3728,
5498-IBWPI,1,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,Female,No,Yes,Yes,66,Yes,No,DSL,No,No,No,Yes,No,No,One year,Yes,Credit card (automatic),49.4,3251.85,No,0,59,5232,
9314-QDMDW,1,United States,California,Los Alamos,93440,"34.758699, -120.275839",34.758699,-120.275839,Male,No,No,No,11,Yes,No,DSL,No,Yes,No,No,Yes,No,One year,Yes,Electronic check,61.25,729.95,No,0,58,2738,
9308-ANMVE,1,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,Male,No,No,Yes,47,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,55.3,2654.05,No,0,52,5491,
6114-TCFID,1,United States,California,Pismo Beach,93449,"35.165668, -120.655842",35.165668,-120.655842,Female,No,No,No,29,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Credit card (automatic),39.5,1082.75,No,0,29,5103,
3787-TRIAL,1,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,Male,No,Yes,Yes,21,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,26.05,565.75,No,0,44,4302,
5141-ZUVBH,1,United States,California,Boron,93516,"34.95703, -117.73045",34.95703,-117.73045,Female,No,No,Yes,9,Yes,No,Fiber optic,Yes,No,Yes,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),93.0,870.25,No,0,40,2267,
3275-RHRNE,1,United States,California,Keeler,93530,"36.560498, -117.962461",36.560498,-117.962461,Male,No,Yes,Yes,28,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.0,1682.05,No,0,80,2797,
4307-KWMXE,1,United States,California,Llano,93544,"34.500091, -117.765862",34.500091,-117.765862,Male,No,No,No,10,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,35.75,389.8,No,0,59,2263,
3694-DELSO,1,United States,California,Olancha,93549,"36.296851, -117.865469",36.296851,-117.865469,Male,No,Yes,Yes,4,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Credit card (automatic),38.55,156.1,No,0,40,3824,
0023-UYUPN,1,United States,California,Ahwahnee,93601,"37.375816, -119.739935",37.375816,-119.739935,Female,Yes,Yes,No,50,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,25.2,1306.3,No,0,61,4015,
8314-DPQHL,1,United States,California,Auberry,93602,"36.991762, -119.242874",36.991762,-119.242874,Male,No,No,No,9,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,One year,No,Mailed check,50.8,463.6,No,0,47,5535,
0187-WZNAB,1,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,Female,No,Yes,Yes,27,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,74.4,1972.35,No,0,57,4331,
5406-KGRMX,1,United States,California,Helm,93627,"36.520537, -120.118055",36.520537,-120.118055,Female,No,No,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.55,1719.15,No,0,74,4555,
2585-KTFRE,1,United States,California,Mendota,93640,"36.687292, -120.437354",36.687292,-120.437354,Male,No,No,Yes,1,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,No,0,53,2706,
3200-MNQTF,1,United States,California,Raisin City,93652,"36.594542, -119.905245",36.594542,-119.905245,Male,No,Yes,No,67,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Credit card (automatic),70.9,4677.1,No,0,80,4361,
0320-DWVTU,1,United States,California,Riverdale,93656,"36.452211, -119.94575",36.452211,-119.94575,Female,No,No,No,53,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Mailed check,99.5,5424.25,No,0,23,4754,
1088-AUUZZ,1,United States,California,Shaver Lake,93664,"37.223, -119.001021",37.223,-119.001021,Male,No,Yes,Yes,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,Yes,Two year,Yes,Credit card (automatic),75.85,4261.2,No,0,52,5314,
6476-EPYZR,1,United States,California,Wishon,93669,"37.287758, -119.548156",37.287758,-119.548156,Male,No,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.5,255.5,No,0,65,2891,
1174-FGIFN,1,United States,California,Squaw Valley,93675,"36.719141, -119.202677",36.719141,-119.202677,Female,No,Yes,Yes,28,Yes,Yes,Fiber optic,No,No,No,Yes,No,Yes,One year,Yes,Electronic check,90.45,2509.25,No,0,74,5823,
6620-HVDUJ,1,United States,California,Fresno,93701,"36.749403, -119.787574",36.749403,-119.787574,Male,No,No,No,24,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,No,0,56,5095,
1032-MAELW,1,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,Female,No,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Electronic check,78.45,5333.35,No,0,67,5071,
8622-ZLFKO,1,United States,California,Fresno,93710,"36.822715, -119.761826",36.822715,-119.761826,Female,No,Yes,No,6,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,90.75,512.25,No,0,54,4297,
2333-KWEWW,1,United States,California,Fresno,93721,"36.732694, -119.783786",36.732694,-119.783786,Male,No,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,388.6,No,0,20,2782,
6585-WCEWR,1,United States,California,Fresno,93728,"36.757345, -119.818274",36.757345,-119.818274,Male,No,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,20.35,1354.4,No,0,41,4949,
9565-AXSMR,1,United States,California,Greenfield,93927,"36.248708, -121.386617",36.248708,-121.386617,Male,No,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.2,1054.75,No,0,78,4203,
0447-RXSGD,1,United States,California,Monterey,93940,"36.362741, -121.869685",36.362741,-121.869685,Male,No,No,No,24,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,No,0,47,5207,
4927-WWOOZ,1,United States,California,Pacific Grove,93950,"36.618337, -121.926417",36.618337,-121.926417,Male,No,Yes,No,2,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,91.45,171.45,No,0,32,4889,
9081-WWXKP,1,United States,California,Soledad,93960,"36.414216, -121.360597",36.414216,-121.360597,Female,No,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.25,873.4,No,0,38,2070,
3612-YVGSJ,1,United States,California,La Honda,94020,"37.285677, -122.224165",37.285677,-122.224165,Female,No,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),24.45,1681.6,No,0,77,4742,
5397-NSKQG,1,United States,California,Los Altos,94022,"37.349546, -122.134356",37.349546,-122.134356,Male,No,Yes,Yes,67,No,No phone service,DSL,Yes,No,No,No,Yes,Yes,Two year,No,Credit card (automatic),50.9,3281.65,No,0,62,5281,
0739-UUAJR,1,United States,California,Mountain View,94040,"37.380662, -122.086022",37.380662,-122.086022,Female,No,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),53.8,3952.45,No,0,28,4954,
4826-DXMUP,1,United States,California,Mountain View,94041,"37.388349, -122.075299",37.388349,-122.075299,Male,No,No,Yes,35,Yes,No,DSL,No,No,No,Yes,Yes,Yes,One year,Yes,Mailed check,72.1,2495.15,No,0,45,5510,
7285-KLOTR,1,United States,California,Pacifica,94044,"37.573633, -122.455167",37.573633,-122.455167,Female,No,Yes,No,12,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,No,Electronic check,78.85,876.75,No,0,55,2495,
0654-PQKDW,1,United States,California,Pescadero,94060,"37.22565, -122.297533",37.22565,-122.297533,Female,No,Yes,Yes,62,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),70.75,4263.45,No,0,24,4133,
1849-RJYIG,1,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,Female,No,No,No,8,Yes,No,DSL,Yes,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,60.0,487.75,No,0,29,5862,
3230-JCNZS,1,United States,California,San Francisco,94107,"37.768881, -122.395521",37.768881,-122.395521,Female,No,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),99.0,7061.65,No,0,74,4305,
8237-ULIXL,1,United States,California,San Francisco,94116,"37.74441, -122.486764",37.74441,-122.486764,Female,No,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.85,1871.85,No,0,78,4067,
9153-BTBVV,1,United States,California,San Francisco,94121,"37.776718, -122.495781",37.776718,-122.495781,Female,No,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.0,1753,No,0,79,4066,
1074-AMIOH,1,United States,California,San Francisco,94127,"37.736535, -122.45732",37.736535,-122.45732,Female,No,Yes,Yes,53,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,No,0,73,5989,
7145-FEJWU,1,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,Female,No,No,Yes,12,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,105.3,1275.65,No,0,72,5913,
6463-MVYRY,1,United States,California,Palo Alto,94301,"37.444314, -122.149996",37.444314,-122.149996,Female,Yes,No,No,57,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),69.85,4003,No,0,72,4759,
1051-EQPZR,1,United States,California,Stanford,94305,"37.424342, -122.165641",37.424342,-122.165641,Female,No,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.6,780.25,No,0,36,5584,
5849-ASHZJ,1,United States,California,Palo Alto,94306,"37.416159, -122.131337",37.416159,-122.131337,Male,No,No,Yes,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.05,552.9,No,0,65,2400,
8384-FZBJK,1,United States,California,San Mateo,94404,"37.556094, -122.272437",37.556094,-122.272437,Female,No,Yes,Yes,57,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.6,5611.7,No,0,48,6351,
6384-VMJHP,1,United States,California,Bethel Island,94511,"38.050558, -121.646924",38.050558,-121.646924,Female,No,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Credit card (automatic),73.0,5265.2,No,0,80,5127,
6481-ESCNL,1,United States,California,Clayton,94517,"37.881842, -121.848111",37.881842,-121.848111,Female,No,No,No,29,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,No,0,53,4847,
0820-FNRNX,1,United States,California,Lafayette,94549,"37.907777, -122.127161",37.907777,-122.127161,Male,No,Yes,Yes,17,Yes,Yes,DSL,No,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,66.7,1077.05,No,0,46,2814,
0880-FVFWF,1,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,Male,No,No,No,56,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,86.4,4922.4,No,0,64,4449,
4213-HKBJO,1,United States,California,Martinez,94553,"38.014457, -122.115432",38.014457,-122.115432,Female,No,No,No,33,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.7,826.1,No,0,39,3378,
9018-PCIOK,1,United States,California,Newark,94560,"37.504133, -122.032347",37.504133,-122.032347,Female,No,No,No,55,Yes,No,DSL,No,Yes,Yes,No,No,Yes,Two year,Yes,Mailed check,64.75,3617.1,No,0,36,4634,
9953-ZMKSM,1,United States,California,Pinole,94564,"37.996462, -122.293716",37.996462,-122.293716,Male,No,No,No,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1559.3,No,0,79,4530,
7473-ZBDSN,1,United States,California,Walnut Creek,94595,"37.862128, -122.075197",37.862128,-122.075197,Female,No,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,18.8,255.55,No,0,28,5751,
8780-YRMTT,1,United States,California,Yountville,94599,"38.421458, -122.365048",38.421458,-122.365048,Female,No,No,No,66,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Mailed check,47.4,3177.25,No,0,27,6435,
7026-YMSBE,1,United States,California,Berkeley,94704,"37.871416, -122.246597",37.871416,-122.246597,Male,No,No,No,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.7,625.05,No,0,59,3302,
6997-UVGOX,1,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,Male,No,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.45,6029.9,No,0,44,5394,
0254-KCJGT,1,United States,California,Bodega Bay,94923,"38.377165, -123.037957",38.377165,-123.037957,Male,No,Yes,No,52,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,Yes,Credit card (automatic),81.4,4354.45,No,0,64,4628,
6461-SZMCV,1,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,Female,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),87.95,6365.35,No,0,71,4278,
9508-ILZDG,1,United States,California,Dillon Beach,94929,"38.24458, -122.956268",38.24458,-122.956268,Female,Yes,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,96.35,3190.25,No,0,32,5425,
3594-BDSOA,1,United States,California,Novato,94947,"38.112166, -122.634384",38.112166,-122.634384,Female,No,Yes,No,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.4,482.8,No,0,79,3071,
5133-VRSAB,1,United States,California,Olema,94950,"38.052209, -122.775567",38.052209,-122.775567,Male,No,No,No,8,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,29.35,216.45,No,0,59,5369,
0484-JPBRU,1,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,Male,No,No,No,41,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,No,0,40,3461,
7274-CGTOD,1,United States,California,San Geronimo,94963,"38.00474, -122.663717",38.00474,-122.663717,Male,No,No,No,62,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),43.7,2618.3,No,0,58,5254,
1866-ZSLJM,1,United States,California,Valley Ford,94972,"38.339996, -122.935056",38.339996,-122.935056,Male,No,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.5,402.85,No,0,75,5654,
4636-TVXVG,1,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,Male,No,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.95,1244.8,No,0,32,4803,
1169-SAOCL,1,United States,California,Brookdale,95007,"37.106902, -122.100006",37.106902,-122.100006,Male,No,No,No,49,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),106.65,5168.1,No,0,27,5154,
3518-PZXZQ,1,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,Female,No,Yes,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,55.3,55.3,No,0,37,2849,
0924-BJCRC,1,United States,California,Felton,95018,"37.089111, -122.062213",37.089111,-122.062213,Female,Yes,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,89.45,5294.6,No,0,44,4340,
4455-BFSPD,1,United States,California,Hollister,95023,"36.875409, -121.279679",36.875409,-121.279679,Female,No,Yes,No,61,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Bank transfer (automatic),101.15,6383.9,No,0,79,5177,
8295-FHIVV,1,United States,California,Paicines,95043,"36.525703, -120.952122",36.525703,-120.952122,Male,No,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.4,168.65,No,0,56,5873,
2439-QKJUL,1,United States,California,Saratoga,95070,"37.257772, -122.051824",37.257772,-122.051824,Male,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,109.8,No,0,44,5064,
8929-KSWIH,1,United States,California,San Jose,95111,"37.284265, -121.827673",37.284265,-121.827673,Male,No,No,No,25,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),99.3,2513.5,No,0,23,3847,
9506-UXUSK,1,United States,California,San Jose,95116,"37.350284, -121.852855",37.350284,-121.852855,Male,No,No,No,13,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.15,931.75,No,0,30,4599,
3572-UOLYZ,1,United States,California,San Jose,95118,"37.255479, -121.889838",37.255479,-121.889838,Female,No,No,Yes,46,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,No,0,39,5756,
3470-OBUET,1,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,Female,No,Yes,Yes,67,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),74.0,4868.4,No,0,35,4188,
2770-NSVDG,1,United States,California,San Jose,95124,"37.257063, -121.923037",37.257063,-121.923037,Male,No,Yes,No,24,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,29.1,688,No,0,33,4636,
4860-YZGZM,1,United States,California,San Jose,95128,"37.316146, -121.936285",37.316146,-121.936285,Male,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.0,185.4,No,0,63,2706,
0581-MDMPW,1,United States,California,San Jose,95148,"37.339533, -121.777179",37.339533,-121.777179,Female,No,No,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,No,0,37,5557,
3904-UKFRE,1,United States,California,Stockton,95205,"37.965695, -121.260051",37.965695,-121.260051,Male,No,No,No,4,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,80.1,336.15,No,0,67,2333,
5353-WILCI,1,United States,California,Stockton,95206,"37.902422, -121.440029",37.902422,-121.440029,Female,No,No,No,28,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,56.05,1522.65,No,0,47,4468,
0058-EVZWM,1,United States,California,Stockton,95209,"38.044523, -121.348048",38.044523,-121.348048,Female,No,Yes,No,55,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,No,0,42,5875,
7009-PCARS,1,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,Male,No,No,Yes,55,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.1,1001.5,No,0,66,4391,
1017-FBQMM,1,United States,California,Acampo,95220,"38.200231, -121.235034",38.200231,-121.235034,Female,No,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.05,6703.5,No,0,69,6361,
4360-QRAVE,1,United States,California,Farmington,95230,"37.956963, -120.863055",37.956963,-120.863055,Male,Yes,No,No,37,No,No phone service,DSL,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,36.65,1315,No,0,72,2494,
8857-CUPFQ,1,United States,California,Wallace,95254,"38.192608, -120.957842",38.192608,-120.957842,Male,No,Yes,No,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.25,1237.65,No,0,20,4538,
3638-DIMPH,1,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,Female,No,Yes,No,13,Yes,No,DSL,No,No,No,No,No,No,One year,No,Electronic check,43.8,592.65,No,0,40,4369,
8559-WNQZS,1,United States,California,Atwater,95301,"37.321233, -120.656354",37.321233,-120.656354,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.45,20.45,No,0,27,5925,
5387-ASZNZ,1,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,Female,Yes,No,No,66,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),63.85,4174.35,No,0,80,4657,
7508-KBIMB,1,United States,California,Jamestown,95327,"37.84771, -120.486589",37.84771,-120.486589,Male,No,Yes,Yes,24,Yes,No,DSL,Yes,No,Yes,No,No,No,One year,Yes,Credit card (automatic),56.25,1454.25,No,0,52,3607,
6838-HVLXG,1,United States,California,Keyes,95328,"37.555631, -120.911653",37.555631,-120.911653,Female,No,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,246.7,No,0,27,4177,
7771-CFQRQ,1,United States,California,Mariposa,95338,"37.526791, -119.99437",37.526791,-119.99437,Female,No,Yes,Yes,47,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),63.8,3007.25,No,0,45,5144,
2452-KDRRH,1,United States,California,Mi Wuk Village,95346,"38.121601, -120.133915",38.121601,-120.133915,Male,Yes,No,No,67,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,No,0,28,5269,
3617-XLSGQ,1,United States,California,Modesto,95355,"37.672906, -120.946594",37.672906,-120.946594,Female,No,Yes,Yes,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),109.25,7082.5,No,0,28,5865,
6746-WAUWT,1,United States,California,Salida,95368,"37.713152, -121.08739",37.713152,-121.08739,Male,No,No,No,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.7,386.5,No,0,41,4431,
2187-PKZAY,1,United States,California,Stevinson,95374,"37.316807, -120.855753",37.316807,-120.855753,Male,No,No,No,12,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,No,0,71,2968,
2668-TZSPS,1,United States,California,Santa Rosa,95403,"38.488431, -122.752839",38.488431,-122.752839,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,20.45,No,0,51,2664,
7446-SFAOA,1,United States,California,Santa Rosa,95407,"38.394091, -122.739814",38.394091,-122.739814,Female,No,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,717.5,No,0,20,5707,
9522-ZSINC,1,United States,California,Santa Rosa,95409,"38.468893, -122.580539",38.468893,-122.580539,Male,No,No,No,13,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.95,253.8,No,0,24,2252,
0953-LGOVU,1,United States,California,Clearlake,95422,"38.965804, -122.631779",38.965804,-122.631779,Male,No,Yes,Yes,12,No,No phone service,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,35.5,432.25,No,0,75,2562,
7742-MYPGI,1,United States,California,Cobb,95426,"38.838088, -122.73203",38.838088,-122.73203,Female,No,Yes,Yes,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,48.8,297.35,No,0,45,4538,
5542-TBBWB,1,United States,California,Lakeport,95453,"39.080469, -122.955176",39.080469,-122.955176,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.9,69.9,No,0,26,3358,
1930-QPBVZ,1,United States,California,Laytonville,95454,"39.806141, -123.531098",39.806141,-123.531098,Male,No,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,Two year,No,Bank transfer (automatic),95.1,6683.4,No,0,38,5748,
9435-JMLSX,1,United States,California,Monte Rio,95462,"38.471049, -123.015549",38.471049,-123.015549,Male,No,Yes,No,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.1,6045.9,No,0,52,6286,
5312-IRCFR,1,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,Female,No,Yes,Yes,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,92.85,5980.75,No,0,58,5206,
5311-IHLEI,1,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,Male,No,No,No,12,No,No phone service,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,No,0,73,2716,
3404-JNXAX,1,United States,California,Ukiah,95482,"39.134075, -123.23422",39.134075,-123.23422,Female,No,Yes,Yes,51,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,80.75,4116.9,No,0,36,6032,
5131-PONJI,1,United States,California,Upper Lake,95485,"39.220368, -122.907693",39.220368,-122.907693,Male,No,Yes,Yes,49,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,No,0,72,5804,
3345-JHUEO,1,United States,California,Windsor,95492,"38.527297, -122.810044",38.527297,-122.810044,Male,No,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.2,55.7,No,0,45,4267,
5598-IKHQQ,1,United States,California,Myers Flat,95554,"40.267158, -123.805913",40.267158,-123.805913,Female,No,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.45,1866.45,No,0,42,4118,
5266-PFRQK,1,United States,California,Orleans,95556,"41.269521, -123.546958",41.269521,-123.546958,Male,No,Yes,Yes,52,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.85,1071.6,No,0,56,4886,
1303-SRDOK,1,United States,California,Rio Dell,95562,"40.485849, -124.163234",40.485849,-124.163234,Female,No,Yes,Yes,55,Yes,No,Fiber optic,No,No,No,No,No,No,Two year,Yes,Credit card (automatic),69.05,3842.6,No,0,67,4318,
8046-DNVTL,1,United States,California,Weott,95571,"40.310119, -123.909449",40.310119,-123.909449,Male,No,Yes,No,62,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,Yes,Credit card (automatic),38.6,2345.55,No,0,45,4558,
1038-RQOST,1,United States,California,Zenia,95595,"40.170357, -123.417298",40.170357,-123.417298,Male,No,Yes,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,414.95,No,0,32,2276,
4568-TTZRT,1,United States,California,Auburn,95602,"38.99003, -121.114408",38.99003,-121.114408,Male,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,181.8,No,0,21,5380,
8896-BQTTI,1,United States,California,Cool,95614,"38.880622, -120.973865",38.880622,-120.973865,Male,No,No,No,1,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,25.0,25,No,0,53,2371,
5857-TYBCJ,1,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,Male,Yes,Yes,No,44,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,89.2,4040.2,No,0,36,2925,
1402-PTHGN,1,United States,California,Elk Grove,95624,"38.434138, -121.30587",38.434138,-121.30587,Female,No,Yes,Yes,18,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Mailed check,61.5,1087.45,No,0,67,3479,
5696-EXCYS,1,United States,California,Hood,95639,"38.375325, -121.507935",38.375325,-121.507935,Male,No,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.45,369.05,No,0,29,5347,
4702-HDRKD,1,United States,California,Knights Landing,95645,"38.875508, -121.765866",38.875508,-121.765866,Male,No,No,No,67,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,One year,Yes,Bank transfer (automatic),49.35,3321.35,No,0,33,5905,
9224-VTYID,1,United States,California,Walnut Grove,95690,"38.240419, -121.587535",38.240419,-121.587535,Male,No,Yes,Yes,47,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,90.5,4318.35,No,0,30,3413,
7284-ZZLOH,1,United States,California,Alta,95701,"39.218096, -120.79153",39.218096,-120.79153,Male,No,Yes,No,45,Yes,No,DSL,Yes,No,Yes,No,No,No,Two year,No,Credit card (automatic),53.3,2296.25,No,0,79,2929,
1777-JYQPJ,1,United States,California,Colfax,95713,"39.084645, -120.894014",39.084645,-120.894014,Male,No,No,No,2,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.3,38.45,No,0,77,2515,
8631-XVRZL,1,United States,California,Kyburz,95720,"38.766036, -120.209673",38.766036,-120.209673,Male,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,163.7,No,0,70,4004,
3853-LYGAM,1,United States,California,Meadow Vista,95722,"39.003358, -121.022539",39.003358,-121.022539,Male,No,No,No,17,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,No,0,49,3139,
5680-LQOGP,1,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,Female,No,No,No,68,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5646.6,No,0,70,5308,
9931-DCEZH,1,United States,California,Roseville,95747,"38.784329, -121.373245",38.784329,-121.373245,Male,No,No,Yes,28,Yes,No,DSL,No,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),54.4,1516.6,No,0,74,4711,
2410-CIYFZ,1,United States,California,Woodland,95776,"38.694081, -121.694431",38.694081,-121.694431,Male,No,No,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,42.9,No,0,77,3000,
5505-OVWQW,1,United States,California,Sacramento,95815,"38.608405, -121.449942",38.608405,-121.449942,Female,No,No,No,17,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.15,353.65,No,0,48,4650,
6569-KTMDU,1,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.1,19.1,No,0,26,3313,
8395-ETZKQ,1,United States,California,Sacramento,95841,"38.660442, -121.346321",38.660442,-121.346321,Male,Yes,Yes,Yes,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.5,1193.55,No,0,51,5443,
2739-CCZMB,1,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,Male,No,No,Yes,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,122,No,0,60,3161,
7080-TNUWP,1,United States,California,Arbuckle,95912,"38.982373, -122.047751",38.982373,-122.047751,Male,No,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),95.0,6602.9,No,0,65,6259,
7168-HDQHG,1,United States,California,Brownsville,95919,"39.440687, -121.263583",39.440687,-121.263583,Female,No,Yes,Yes,36,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No,0,79,3043,
4567-AKPIA,1,United States,California,Canyon Dam,95923,"40.171312, -121.120605",40.171312,-121.120605,Female,No,Yes,Yes,41,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),109.1,4454.25,No,0,77,4854,
8903-WMRNW,1,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,Female,No,Yes,No,15,Yes,No,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,101.75,1669.4,No,0,50,2919,
2452-SNHFZ,1,United States,California,Elk Creek,95939,"39.53222, -122.594879",39.53222,-122.594879,Female,No,No,No,47,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Credit card (automatic),75.45,3545.1,No,0,66,4995,
3629-WEAAM,1,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,Female,No,No,No,8,Yes,No,DSL,No,No,Yes,Yes,No,Yes,Month-to-month,No,Mailed check,64.1,504.05,No,0,25,2804,
1345-ZUKID,1,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,Male,No,No,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.35,324.8,No,0,39,2400,
9281-OFDMF,1,United States,California,Meadow Valley,95956,"39.937017, -121.058043",39.937017,-121.058043,Male,Yes,No,No,39,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,No,Electronic check,90.7,3413.25,No,0,39,5028,
2603-HVKCG,1,United States,California,Meridian,95957,"39.068071, -121.832638",39.068071,-121.832638,Male,No,No,No,31,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.4,3143.65,No,0,72,2025,
7272-QDCKA,1,United States,California,Oroville,95965,"39.624561, -121.552866",39.624561,-121.552866,Male,No,No,No,28,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,No,Electronic check,100.2,2688.45,No,0,79,5137,
8908-SLFCJ,1,United States,California,Oroville,95966,"39.473896, -121.415927",39.473896,-121.415927,Female,No,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.85,435.25,No,0,35,5422,
1814-WFGVS,1,United States,California,Richvale,95974,"39.495768, -121.747472",39.495768,-121.747472,Male,No,Yes,Yes,72,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,No,Two year,No,Mailed check,48.9,3527,No,0,47,5415,
3721-WKIIL,1,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,Female,No,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.6,561.15,No,0,21,2896,
6734-CKRSM,1,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,Female,No,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.0,63.6,No,0,65,4258,
1265-ZFOSD,1,United States,California,Stonyford,95979,"39.288127, -122.415841",39.288127,-122.415841,Female,No,Yes,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Mailed check,81.3,5129.3,No,0,74,5254,
6568-POCUI,1,United States,California,Strawberry Valley,95981,"39.58458, -121.093256",39.58458,-121.093256,Female,No,Yes,No,45,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),95.2,4285.8,No,0,27,3363,
1231-YNDEK,1,United States,California,Redding,96002,"40.527834, -122.318749",40.527834,-122.318749,Male,No,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No,0,25,6339,
0570-BFQHT,1,United States,California,Anderson,96007,"40.448632, -122.306657",40.448632,-122.306657,Female,No,No,No,9,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,80.55,653.9,No,0,26,3581,
4393-OBCRR,1,United States,California,Bella Vista,96008,"40.722733, -122.109666",40.722733,-122.109666,Female,No,No,No,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.25,71.2,No,0,31,4331,
6772-WFQRD,1,United States,California,Castella,96017,"41.121108, -122.336613",41.121108,-122.336613,Male,No,No,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),20.4,854.9,No,0,59,3200,
8550-XSXUQ,1,United States,California,Cottonwood,96022,"40.336392, -122.448533",40.336392,-122.448533,Male,No,Yes,No,48,Yes,Yes,DSL,No,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),70.55,3420.5,No,0,39,3997,
3594-IVHJZ,1,United States,California,French Gulch,96033,"40.740138, -122.587476",40.740138,-122.587476,Female,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.45,42.45,No,0,56,2606,
6869-FGJJC,1,United States,California,Gazelle,96034,"41.411315, -122.697236",41.411315,-122.697236,Male,No,No,No,68,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),79.6,5461.45,No,0,20,5210,
8205-VSLRB,1,United States,California,Greenview,96037,"41.528541, -122.955018",41.528541,-122.955018,Male,No,Yes,No,70,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),77.3,5498.2,No,0,23,6252,
6817-WTYHE,1,United States,California,Happy Camp,96039,"41.831901, -123.487478",41.831901,-123.487478,Male,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.9,111.05,No,0,26,4370,
0928-JMXNP,1,United States,California,Los Molinos,96055,"40.059385, -122.091481",40.059385,-122.091481,Male,Yes,Yes,No,4,No,No phone service,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,29.9,118.25,No,0,46,2914,
3890-RTCMS,1,United States,California,Millville,96062,"40.531257, -122.148139",40.531257,-122.148139,Male,No,No,No,16,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,49.45,799,No,0,49,3446,
7966-YOTQW,1,United States,California,Nubieber,96068,"41.082472, -121.195215",41.082472,-121.195215,Male,No,No,No,10,Yes,Yes,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),54.5,568.2,No,0,59,4163,
8853-TZDGH,1,United States,California,Palo Cedro,96073,"40.582399, -122.195512",40.582399,-122.195512,Female,No,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.6,8012.75,No,0,59,5425,
1536-YHDOE,1,United States,California,Round Mountain,96084,"40.923558, -122.059933",40.923558,-122.059933,Male,No,Yes,Yes,17,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Mailed check,62.1,1096.65,No,0,33,3937,
8123-QBNAZ,1,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,Female,No,Yes,Yes,36,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,No,0,49,4102,
3629-ZNKXA,1,United States,California,Seiad Valley,96086,"41.924174, -123.260788",41.924174,-123.260788,Male,Yes,No,No,17,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,101.8,1752.45,No,0,53,3296,
5482-VXSXJ,1,United States,California,Tehama,96090,"40.021787, -122.127576",40.021787,-122.127576,Male,No,No,No,22,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,93.2,2157.3,No,0,26,4093,
2662-NNTDK,1,United States,California,Coleville,96107,"38.42528, -119.475741",38.42528,-119.475741,Male,No,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.8,1600.95,No,0,76,5826,
2874-YXVVA,1,United States,California,Herlong,96113,"40.198234, -120.18089",40.198234,-120.18089,Female,No,No,No,34,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.1,3634.8,No,0,68,3941,
1245-HARPS,1,United States,California,Janesville,96114,"40.294034, -120.512622",40.294034,-120.512622,Female,No,Yes,No,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.4,292.4,No,0,73,4556,
4293-ETKAP,1,United States,California,Litchfield,96117,"40.507272, -120.338228",40.507272,-120.338228,Female,No,Yes,Yes,65,Yes,Yes,DSL,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),79.4,5071.9,No,0,65,4023,
9626-VFRGG,1,United States,California,Susanville,96130,"40.559177, -120.612113",40.559177,-120.612113,Female,No,No,Yes,41,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,No,0,27,5984,
7075-BNDVQ,1,United States,California,Termo,96132,"41.027281, -120.669427",41.027281,-120.669427,Female,No,No,No,4,No,No phone service,DSL,Yes,No,Yes,No,No,No,Month-to-month,No,Mailed check,35.0,135.75,No,0,70,3523,
2229-VWQJH,1,United States,California,Homewood,96141,"39.117018, -120.212535",39.117018,-120.212535,Female,No,No,No,24,Yes,No,DSL,No,No,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,No,0,66,5394,
1336-EZFZY,1,United States,California,Kings Beach,96143,"39.246654, -120.029273",39.246654,-120.029273,Female,No,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,83.3,No,0,30,4596,
5144-TVGLP,1,United States,California,Los Angeles,90002,"33.949255, -118.246978",33.949255,-118.246978,Male,Yes,No,No,38,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,94.75,3653,No,0,71,3654,
2402-TAIRZ,1,United States,California,Los Angeles,90012,"34.065875, -118.238728",34.065875,-118.238728,Female,No,No,No,37,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.05,3019.1,No,0,55,3364,
9659-ZTWSM,1,United States,California,Los Angeles,90013,"34.044639, -118.240413",34.044639,-118.240413,Male,Yes,Yes,No,66,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),107.35,7051.95,No,0,53,4138,
5043-TRZWM,1,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,Female,No,No,No,1,Yes,No,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Electronic check,75.55,75.55,No,0,34,3503,
9817-APLHW,1,United States,California,Los Angeles,90034,"34.030578, -118.399613",34.030578,-118.399613,Male,No,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,25.0,316.2,No,0,53,4408,
8690-ZVLCL,1,United States,California,Los Angeles,90038,"34.088017, -118.327168",34.088017,-118.327168,Female,No,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.0,6161.9,No,0,44,5436,
1125-SNVCK,1,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,Female,Yes,No,No,49,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,43.8,2106.05,No,0,68,5651,
0384-LPITE,1,United States,California,Los Angeles,90041,"34.137412, -118.207607",34.137412,-118.207607,Male,No,No,No,40,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),62.05,2511.55,No,0,34,2290,
2172-EJXVF,1,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,Female,Yes,No,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,105.9,7521.95,No,0,60,5479,
4536-PLEQY,1,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,Male,No,Yes,No,12,Yes,No,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.05,999.8,No,0,80,2540,
1370-GGAWX,1,United States,California,Beverly Hills,90211,"34.063947, -118.383001",34.063947,-118.383001,Female,No,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.15,4408.45,No,0,70,3924,
2883-ILGWO,1,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,Male,Yes,No,No,57,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,No,0,75,5838,
5766-FTRTS,1,United States,California,El Segundo,90245,"33.917145, -118.401554",33.917145,-118.401554,Male,No,Yes,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Mailed check,84.45,6033.1,No,0,50,6297,
3530-CRZSB,1,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,Female,No,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.65,155.9,No,0,38,2100,
8498-XXGWA,1,United States,California,Malibu,90265,"34.074572, -118.831181",34.074572,-118.831181,Female,No,Yes,No,65,Yes,No,DSL,Yes,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,55.15,3673.15,No,0,34,6205,
0621-TSSMU,1,United States,California,Maywood,90270,"33.988572, -118.186565",33.988572,-118.186565,Male,No,Yes,No,56,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.95,1126.75,No,0,65,4838,
6794-HKIAJ,1,United States,California,Redondo Beach,90278,"33.873395, -118.37019",33.873395,-118.37019,Male,No,No,No,62,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,No,0,67,5496,
1642-HMARX,1,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,Female,No,Yes,No,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,91.7,6424.7,No,0,77,4113,
8434-PNQZX,1,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,Female,No,No,No,42,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),78.45,3373.4,No,0,30,3192,
6693-DJWTY,1,United States,California,Inglewood,90304,"33.936827, -118.359824",33.936827,-118.359824,Female,No,No,Yes,35,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Credit card (automatic),55.6,2016.45,No,0,80,5964,
0744-GKNGE,1,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,Female,No,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,No,0,70,4915,
6447-EGDIV,1,United States,California,Santa Monica,90401,"34.015481, -118.493231",34.015481,-118.493231,Female,No,No,No,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.95,683.25,No,0,69,5772,
1167-OYZJF,1,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,Female,Yes,Yes,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.05,1263.05,No,0,76,4934,
4854-SSLTN,1,United States,California,Torrance,90502,"33.833181, -118.292062",33.833181,-118.292062,Male,No,Yes,Yes,2,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,59.5,130.5,No,0,61,5613,
4837-PZTIC,1,United States,California,Torrance,90504,"33.867257, -118.330794",33.867257,-118.330794,Female,No,No,No,47,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,Two year,No,Mailed check,41.9,1875.25,No,0,45,2540,
4176-FXYBO,1,United States,California,Whittier,90603,"33.945318, -117.992066",33.945318,-117.992066,Male,No,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,109.55,6118.95,No,0,42,6130,
0369-ZGOVK,1,United States,California,Cypress,90630,"33.818477, -118.038307",33.818477,-118.038307,Female,No,Yes,Yes,28,Yes,No,Fiber optic,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),70.4,1992.2,No,0,54,5195,
7872-BAAZR,1,United States,California,Norwalk,90650,"33.905963, -118.08263",33.905963,-118.08263,Female,No,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),19.55,1007.9,No,0,29,4670,
3508-VLHCZ,1,United States,California,Lakewood,90715,"33.841027, -118.078097",33.841027,-118.078097,Female,No,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),90.55,6239.05,No,0,66,6009,
8950-MTZNV,1,United States,California,Carson,90746,"33.859171, -118.252272",33.859171,-118.252272,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.95,44.95,No,0,75,3256,
8400-WZICQ,1,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,Female,No,Yes,Yes,55,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,55.7,3131.8,No,0,61,4149,
9402-ORRAH,1,United States,California,La Canada Flintridge,91011,"34.234912, -118.153729",34.234912,-118.153729,Female,Yes,No,No,15,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,91.5,1400.3,No,0,41,4173,
6483-OATDN,1,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,Male,No,Yes,Yes,8,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),51.3,411.6,No,0,66,2545,
1293-HHSHJ,1,United States,California,Montrose,91020,"34.2112, -118.230625",34.2112,-118.230625,Female,No,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,21.1,741,No,0,79,5707,
4840-ORQXB,1,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,Female,Yes,No,No,56,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,104.75,5841.35,No,0,35,5128,
8610-ZIKJJ,1,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,Female,No,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,31.9,No,0,58,2843,
7801-KICAO,1,United States,California,Pasadena,91103,"34.167465, -118.165327",34.167465,-118.165327,Female,No,No,No,18,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.15,1345.75,No,0,73,5033,
7673-LPRNY,1,United States,California,Pasadena,91104,"34.165383, -118.123752",34.165383,-118.123752,Female,No,No,No,23,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,78.55,1843.05,No,0,47,3127,
4465-VDKIQ,1,United States,California,Glendale,91201,"34.17051, -118.289463",34.17051,-118.289463,Female,No,No,No,18,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,No,Electronic check,77.8,1358.6,No,0,42,4228,
2558-BUOZZ,1,United States,California,Glendale,91204,"34.136306, -118.26036",34.136306,-118.26036,Male,No,No,No,47,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,One year,No,Bank transfer (automatic),94.8,4535.85,No,0,66,5022,
0975-UYDTX,1,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,Female,No,Yes,No,26,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),90.1,2312.55,No,0,39,2068,
4682-BLBUC,1,United States,California,La Crescenta,91214,"34.239636, -118.245259",34.239636,-118.245259,Male,No,Yes,No,44,Yes,No,DSL,No,Yes,Yes,Yes,Yes,No,One year,Yes,Electronic check,70.95,3250.45,No,0,66,3678,
5968-VXZLG,1,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,Male,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,No,0,54,5096,
5443-SCMKX,1,United States,California,Newbury Park,91320,"34.172071, -118.946262",34.172071,-118.946262,Female,No,Yes,No,58,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,Yes,Electronic check,94.3,5610.15,No,0,77,6166,
8295-KMENE,1,United States,California,Newhall,91321,"34.370378, -118.504118",34.370378,-118.504118,Female,No,Yes,Yes,59,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,No,Two year,Yes,Mailed check,76.45,4519.5,No,0,27,5978,
6738-ISCBM,1,United States,California,Northridge,91324,"34.238208, -118.55029",34.238208,-118.55029,Male,No,No,No,44,No,No phone service,DSL,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,54.0,2440.25,No,0,36,4256,
2916-BQZLN,1,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,Male,No,No,No,19,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.75,1651.95,No,0,24,5157,
8710-YGLWG,1,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,Male,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,44.9,44.9,No,0,21,2451,
8393-JMVMB,1,United States,California,Thousand Oaks,91360,"34.214054, -118.88109",34.214054,-118.88109,Male,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.45,19.45,No,0,48,2133,
5019-GQVCR,1,United States,California,Westlake Village,91361,"34.130992, -118.894673",34.130992,-118.894673,Male,Yes,No,No,43,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.85,3645.6,No,0,56,4556,
2550-AEVRU,1,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,Female,No,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,No,No,No,One year,No,Electronic check,53.45,3053,No,0,21,5660,
0378-CJKPV,1,United States,California,Oak Park,91377,"34.19225, -118.776874",34.19225,-118.776874,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),112.1,7965.95,No,0,62,4272,
1053-MXTTK,1,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,Female,No,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.65,7726.35,No,0,48,5730,
1530-ZTDOZ,1,United States,California,Studio City,91604,"34.139082, -118.39275",34.139082,-118.39275,Female,No,Yes,No,49,No,No phone service,DSL,Yes,No,No,No,Yes,No,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,No,0,29,5565,
0853-TWRVK,1,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,Male,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),105.6,7581.5,No,0,48,5981,
6741-EGCBI,1,United States,California,Hacienda Heights,91745,"33.998471, -117.973758",33.998471,-117.973758,Male,Yes,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,No,Yes,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,No,0,53,5983,
1730-ZMAME,1,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,Female,Yes,No,No,32,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,79.5,2665,No,0,24,3041,
2560-QTSBS,1,United States,California,Pomona,91766,"34.042286, -117.756106",34.042286,-117.756106,Female,No,Yes,Yes,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),23.3,1623.15,No,0,30,4152,
5913-INRQV,1,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,Male,Yes,Yes,No,34,Yes,No,Fiber optic,Yes,No,No,Yes,Yes,No,One year,No,Mailed check,90.15,3128.8,No,0,38,3202,
8734-FNWVH,1,United States,California,West Covina,91792,"34.024405, -117.898722",34.024405,-117.898722,Male,No,Yes,Yes,31,Yes,Yes,DSL,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,No,0,20,2425,
9447-YPTBX,1,United States,California,Alhambra,91801,"34.090925, -118.128164",34.090925,-118.128164,Female,No,Yes,No,50,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.85,943.1,No,0,39,4358,
7011-CVEUC,1,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,Male,No,Yes,No,25,Yes,No,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,No,0,34,4535,
6185-TASNN,1,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,Male,Yes,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,46.3,46.3,No,0,65,2546,
8148-BPLZQ,1,United States,California,Jacumba,91934,"32.649787, -116.2237",32.649787,-116.2237,Male,No,No,No,34,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,49.8,1734.2,No,0,47,2711,
2623-DRYAM,1,United States,California,Jamul,91935,"32.695681, -116.798386",32.695681,-116.798386,Female,No,Yes,No,70,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,101.75,7069.3,No,0,47,5596,
5693-PIPCS,1,United States,California,National City,91950,"32.67102, -117.095235",32.67102,-117.095235,Male,No,No,No,41,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),99.65,4220.35,No,0,66,2640,
6479-VDGRK,1,United States,California,Cardiff By The Sea,92007,"33.015866, -117.272254",33.015866,-117.272254,Female,No,Yes,Yes,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),85.3,6129.2,No,0,28,4456,
9544-PYPSJ,1,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,Female,Yes,Yes,Yes,62,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,No,0,37,5868,
0396-UKGAI,1,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,Male,No,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,No,0,65,4028,
2203-GHNWN,1,United States,California,Julian,92036,"32.980678, -116.262854",32.980678,-116.262854,Female,No,Yes,No,24,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Mailed check,79.65,1928.7,No,0,72,3816,
3878-AVSOQ,1,United States,California,La Jolla,92037,"32.853743, -117.25034",32.853743,-117.25034,Female,Yes,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,71.25,71.25,No,0,49,5033,
6878-GGDWG,1,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,Female,No,Yes,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No,0,31,3846,
3604-WLABM,1,United States,California,San Diego,92104,"32.741499, -117.127409",32.741499,-117.127409,Female,No,No,No,10,Yes,No,DSL,No,No,Yes,Yes,No,No,Month-to-month,No,Electronic check,54.25,583,No,0,43,2253,
1545-JFUML,1,United States,California,San Diego,92111,"32.805518, -117.169052",32.805518,-117.169052,Male,No,Yes,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,No,Two year,Yes,Electronic check,99.0,6994.6,No,0,31,5295,
7159-FVYPK,1,United States,California,Beaumont,92223,"33.946982, -116.977672",33.946982,-116.977672,Female,No,Yes,Yes,3,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),69.15,235,No,0,22,2301,
7032-LMBHI,1,United States,California,Blythe,92225,"33.674583, -114.71612",33.674583,-114.71612,Female,No,No,No,37,Yes,Yes,DSL,Yes,No,No,No,Yes,No,One year,No,Bank transfer (automatic),64.65,2347.85,No,0,45,5255,
3812-LRZIR,1,United States,California,Desert Hot Springs,92240,"33.948558, -116.516976",33.948558,-116.516976,Female,No,Yes,Yes,27,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.5,761.95,No,0,67,2645,
3724-BSCVH,1,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,Male,No,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.45,242.4,No,0,54,4613,
8468-EHYJA,1,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,Female,No,Yes,No,57,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.65,5497.05,No,0,42,5106,
6823-SIDFQ,1,United States,California,Parker Dam,92267,"34.273872, -114.192901",34.273872,-114.192901,Male,No,No,No,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),18.25,534.7,No,0,67,5327,
7010-ZMVBF,1,United States,California,Thermal,92274,"33.53604, -116.119222",33.53604,-116.119222,Female,No,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.45,357,No,0,71,2047,
3635-QQRQD,1,United States,California,Westmorland,92281,"33.03679, -115.60503",33.03679,-115.60503,Male,No,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.05,1201.65,No,0,74,4568,
2897-DOVND,1,United States,California,Winterhaven,92283,"32.852947, -114.850784",32.852947,-114.850784,Male,No,No,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,146.65,No,0,26,3527,
7134-HBPBS,1,United States,California,Adelanto,92301,"34.667815, -117.536183",34.667815,-117.536183,Female,Yes,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),108.1,7774.05,No,0,71,4474,
0412-UCCNP,1,United States,California,Essex,92332,"34.9436, -115.287901",34.9436,-115.287901,Male,No,No,No,55,Yes,No,DSL,Yes,No,Yes,Yes,No,No,Two year,Yes,Electronic check,59.2,3175.85,No,0,33,5162,
9351-HXDMR,1,United States,California,Lytle Creek,92358,"34.238162, -117.534306",34.238162,-117.534306,Male,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.9,8240.85,No,0,67,4938,
5821-MMEIL,1,United States,California,Nipton,92364,"35.478736, -115.516984",35.478736,-115.516984,Female,No,Yes,No,57,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.9,1115.6,No,0,48,4408,
0310-VQXAM,1,United States,California,San Bernardino,92404,"34.183286, -117.221722",34.183286,-117.221722,Male,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.85,178.8,No,0,63,2788,
6278-FEPBZ,1,United States,California,San Bernardino,92410,"34.106922, -117.297553",34.106922,-117.297553,Female,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,186.15,No,0,68,5546,
2800-QQUSO,1,United States,California,Riverside,92505,"33.920907, -117.489426",33.920907,-117.489426,Male,No,No,No,42,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,100.3,4222.95,No,0,33,3286,
7973-DZRKH,1,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,Female,No,No,Yes,66,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),90.95,5930.05,No,0,74,6204,
9773-PEQBZ,1,United States,California,Lake Elsinore,92530,"33.655421, -117.391751",33.655421,-117.391751,Male,No,No,No,10,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,79.85,797.25,No,0,65,5739,
0650-BWOZN,1,United States,California,Aguanga,92536,"33.482243, -116.827173",33.482243,-116.827173,Female,Yes,No,No,18,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,73.55,1359.45,No,0,66,5313,
2903-YYTBW,1,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,Male,No,Yes,Yes,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.55,44.55,No,0,48,3408,
8194-PEEBY,1,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,Female,No,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,533.5,No,0,68,4158,
8387-UGUSU,1,United States,California,Irvine,92614,"33.680302, -117.833296",33.680302,-117.833296,Female,No,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.05,284.3,No,0,59,3591,
1080-BWSYE,1,United States,California,Irvine,92618,"33.667145, -117.732135",33.667145,-117.732135,Male,Yes,Yes,No,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.65,1740.8,No,0,36,6469,
8439-LTUGF,1,United States,California,Lake Forest,92630,"33.644849, -117.684254",33.644849,-117.684254,Male,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.0,198.6,No,0,53,4802,
8805-JNRAZ,1,United States,California,Huntington Beach,92646,"33.666301, -117.969501",33.666301,-117.969501,Female,No,No,No,2,Yes,No,DSL,No,Yes,No,No,No,No,Month-to-month,No,Mailed check,49.2,103.7,No,0,75,2342,
6418-HNFED,1,United States,California,Huntington Beach,92648,"33.679659, -118.016195",33.679659,-118.016195,Male,No,Yes,No,51,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.25,4089.45,No,0,62,5340,
3675-EQOZA,1,United States,California,Newport Beach,92660,"33.634626, -117.874882",33.634626,-117.874882,Male,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No,0,60,5597,
0840-DCNZE,1,United States,California,Newport Beach,92661,"33.601309, -117.902304",33.601309,-117.902304,Male,No,No,No,47,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),86.95,4138.9,No,0,57,5631,
0479-HMSWA,1,United States,California,San Clemente,92672,"33.429488, -117.609432",33.429488,-117.609432,Female,No,No,Yes,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,105.45,2715.3,No,0,62,5980,
4922-CVPDX,1,United States,California,Westminster,92683,"33.752591, -117.993661",33.752591,-117.993661,Female,No,Yes,No,26,Yes,No,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.5,1905.7,No,0,67,3596,
7340-KEFQE,1,United States,California,Santa Ana,92703,"33.748635, -117.906125",33.748635,-117.906125,Female,No,Yes,Yes,51,No,No phone service,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),34.2,1782,No,0,38,6404,
4570-QHXHL,1,United States,California,Santa Ana,92704,"33.719869, -117.907063",33.719869,-117.907063,Female,No,No,No,9,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,43.75,405.7,No,0,70,5644,
2176-OSJUV,1,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,Male,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),65.15,4681.75,No,0,69,4384,
4521-YEEHE,1,United States,California,Anaheim,92805,"33.830209, -117.906099",33.830209,-117.906099,Female,No,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,88.85,1594.75,No,0,59,3127,
4090-KPJIP,1,United States,California,Anaheim,92806,"33.83796, -117.870494",33.83796,-117.870494,Female,No,No,No,3,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.95,212.4,No,0,70,3641,
2773-OVBPK,1,United States,California,Orange,92865,"33.828779, -117.848299",33.828779,-117.848299,Male,No,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),111.3,7567.2,No,0,59,4469,
4803-LBYPN,1,United States,California,Orange,92868,"33.787796, -117.875928",33.787796,-117.875928,Male,No,Yes,Yes,34,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.8,635.9,No,0,64,4985,
1093-YSWCA,1,United States,California,Corona,92881,"33.833686, -117.513063",33.833686,-117.513063,Male,No,No,No,11,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.55,223.15,No,0,50,5433,
8749-TZYEC,1,United States,California,Yorba Linda,92887,"33.884073, -117.732197",33.884073,-117.732197,Male,No,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.8,1874.3,No,0,71,6251,
1755-FZQEC,1,United States,California,Ventura,93001,"34.360261, -119.306383",34.360261,-119.306383,Male,No,No,No,39,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,791.15,No,0,69,4041,
9938-ZREHM,1,United States,California,Oxnard,93033,"34.156629, -119.117218",34.156629,-119.117218,Female,No,Yes,No,37,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,No,Mailed check,72.1,2658.4,No,0,50,2703,
9702-AIUJO,1,United States,California,Santa Paula,93060,"34.402343, -119.094824",34.402343,-119.094824,Male,No,Yes,Yes,50,Yes,No,DSL,No,No,No,No,No,No,One year,Yes,Bank transfer (automatic),44.8,2230.85,No,0,44,6115,
8849-PRIQJ,1,United States,California,Simi Valley,93063,"34.296813, -118.685703",34.296813,-118.685703,Female,No,Yes,Yes,67,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,109.4,7281.6,No,0,49,4103,
5712-VBOXD,1,United States,California,Santa Barbara,93108,"34.457541, -119.631072",34.457541,-119.631072,Female,No,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No,0,74,5221,
4355-CVPVS,1,United States,California,California Hot Springs,93207,"35.865795, -118.69759",35.865795,-118.69759,Female,No,Yes,Yes,56,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),88.9,4968,No,0,72,4170,
7404-JLKQG,1,United States,California,Glennville,93226,"35.735694, -118.738483",35.735694,-118.738483,Female,No,No,No,3,Yes,No,DSL,No,No,Yes,No,Yes,No,Month-to-month,No,Electronic check,57.55,161.45,No,0,47,4099,
7421-ZLUPA,1,United States,California,Hanford,93230,"36.29223, -119.622676",36.29223,-119.622676,Female,No,No,No,8,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,29.25,226.95,No,0,29,2038,
8915-NNTRC,1,United States,California,Lake Isabella,93240,"35.607875, -118.466318",35.607875,-118.466318,Male,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),107.7,7919.8,No,0,55,4351,
7463-IFMQU,1,United States,California,Laton,93242,"36.444232, -119.718285",36.444232,-119.718285,Female,No,Yes,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.05,1423.65,No,0,76,4747,
1200-TUZHR,1,United States,California,Posey,93260,"35.861928, -118.636698",35.861928,-118.636698,Female,Yes,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,85.2,695.75,No,0,53,2565,
6194-HBGQN,1,United States,California,Taft,93268,"35.184837, -119.402525",35.184837,-119.402525,Male,No,No,No,51,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,One year,Yes,Credit card (automatic),81.15,4126.2,No,0,56,4549,
6752-APNJL,1,United States,California,Woodlake,93286,"36.464635, -119.094348",36.464635,-119.094348,Male,No,Yes,Yes,42,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.5,2301.15,No,0,57,3449,
9823-EALYC,1,United States,California,Bakersfield,93301,"35.383937, -119.020428",35.383937,-119.020428,Male,No,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),80.85,5727.45,No,0,51,6067,
2607-DHDAK,1,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,Male,No,Yes,Yes,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.8,1414.65,No,0,29,5027,
0743-HRVFF,1,United States,California,Bakersfield,93309,"35.342891, -119.064803",35.342891,-119.064803,Female,No,Yes,Yes,51,No,No phone service,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,56.15,2898.95,No,0,48,4132,
8143-ETQTI,1,United States,California,Bakersfield,93313,"35.140938, -119.051348",35.140938,-119.051348,Female,No,Yes,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.65,451.55,No,0,78,4896,
9667-TKTVZ,1,United States,California,Los Osos,93402,"35.279984, -120.824288",35.279984,-120.824288,Female,No,No,No,2,Yes,Yes,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,54.35,117.05,No,0,71,4916,
3657-COGMW,1,United States,California,San Luis Obispo,93405,"35.236549, -120.727344",35.236549,-120.727344,Female,Yes,No,No,52,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Month-to-month,No,Credit card (automatic),108.1,5839.3,No,0,69,4251,
2969-WGHQO,1,United States,California,Bradley,93426,"35.842889, -121.004862",35.842889,-121.004862,Female,No,Yes,Yes,7,Yes,No,DSL,Yes,Yes,Yes,No,Yes,No,One year,No,Electronic check,69.45,477.05,No,0,54,3334,
0266-GMEAO,1,United States,California,Lompoc,93436,"34.601055, -120.382917",34.601055,-120.382917,Male,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),114.3,8058.55,No,0,70,5879,
5574-NXZIU,1,United States,California,Los Alamos,93440,"34.758699, -120.275839",34.758699,-120.275839,Male,No,No,No,63,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.2,7049.75,No,0,33,4273,
4098-NAUKP,1,United States,California,Oceano,93445,"35.059695, -120.604741",35.059695,-120.604741,Male,Yes,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,84.65,5683.6,No,0,72,6404,
4054-CUMIA,1,United States,California,San Miguel,93451,"35.886767, -120.608661",35.886767,-120.608661,Female,No,Yes,Yes,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,401.95,No,0,40,2429,
5862-BRIXZ,1,United States,California,Santa Maria,93458,"34.95934, -120.490081",34.95934,-120.490081,Male,No,No,No,46,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),60.75,2893.4,No,0,36,2694,
2126-GSEGL,1,United States,California,Solvang,93463,"34.624399, -120.137875",34.624399,-120.137875,Female,No,Yes,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),84.8,5917.55,No,0,32,4032,
2434-EEVDB,1,United States,California,California City,93505,"35.151491, -117.927597",35.151491,-117.927597,Female,No,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),94.6,5948.7,No,0,26,5038,
6762-QVYJO,1,United States,California,Acton,93510,"34.501452, -118.207862",34.501452,-118.207862,Female,No,Yes,Yes,58,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Mailed check,59.75,3624.35,No,0,21,4678,
8152-VETUR,1,United States,California,Bishop,93514,"37.04584, -118.397236",37.04584,-118.397236,Female,No,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Two year,Yes,Credit card (automatic),97.7,6869.7,No,0,75,5406,
1629-DQQVB,1,United States,California,Keeler,93530,"36.560498, -117.962461",36.560498,-117.962461,Female,No,No,No,14,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),50.1,709.5,No,0,25,2331,
4872-VXRIL,1,United States,California,Lancaster,93536,"34.741406, -118.38111",34.741406,-118.38111,Male,No,No,No,56,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),64.65,3665.55,No,0,70,4656,
3423-HHXAO,1,United States,California,Littlerock,93543,"34.505273, -117.955054",34.505273,-117.955054,Female,No,Yes,Yes,14,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.5,272,No,0,72,2993,
5606-AMZBO,1,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,Female,No,Yes,No,10,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),78.15,765.15,No,0,26,3403,
3847-BAERP,1,United States,California,Bass Lake,93604,"37.458367, -119.345011",37.458367,-119.345011,Female,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.9,247,No,0,29,4905,
1453-RZFON,1,United States,California,Cantua Creek,93608,"36.488056, -120.407691",36.488056,-120.407691,Female,No,No,Yes,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Mailed check,49.9,49.9,No,0,54,5969,
8263-OKETD,1,United States,California,Caruthers,93609,"36.5276, -119.865999",36.5276,-119.865999,Female,No,No,No,20,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,No,0,29,3265,
0670-KDOMA,1,United States,California,Chowchilla,93610,"37.100948, -120.270136",37.100948,-120.270136,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.25,20.25,No,0,69,5854,
0641-EVBOJ,1,United States,California,Coarsegold,93614,"37.212191, -119.749323",37.212191,-119.749323,Male,No,No,No,3,Yes,No,Fiber optic,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,82.3,214.4,No,0,56,5755,
9974-JFBHQ,1,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,Male,No,No,Yes,64,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,No,0,52,4590,
6016-NXBNJ,1,United States,California,Orange Cove,93646,"36.633498, -119.298895",36.633498,-119.298895,Male,No,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,19.15,638,No,0,60,4052,
8626-XHBIE,1,United States,California,Riverdale,93656,"36.452211, -119.94575",36.452211,-119.94575,Male,No,No,Yes,56,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.8,1424.2,No,0,79,4262,
8450-UYIBU,1,United States,California,Fresno,93703,"36.768774, -119.762633",36.768774,-119.762633,Female,Yes,No,No,35,No,No phone service,DSL,No,No,Yes,No,Yes,No,Month-to-month,Yes,Electronic check,39.85,1434.6,No,0,60,2030,
3836-FZSDJ,1,United States,California,Fresno,93720,"36.878709, -119.7645",36.878709,-119.7645,Male,Yes,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.85,1901,No,0,53,4367,
2649-HWLYB,1,United States,California,Fresno,93727,"36.751489, -119.68072",36.751489,-119.68072,Male,No,Yes,No,65,Yes,Yes,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),76.15,4929.55,No,0,46,6177,
6904-JLBGY,1,United States,California,Salinas,93905,"36.667794, -121.601306",36.667794,-121.601306,Female,Yes,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),117.35,8436.25,No,0,71,4008,
6917-YACBP,1,United States,California,Big Sur,93920,"36.092975, -121.549826",36.092975,-121.549826,Female,Yes,No,No,59,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,89.75,5496.9,No,0,70,5170,
5917-RYRMG,1,United States,California,Jolon,93928,"35.930782, -121.189757",35.930782,-121.189757,Male,Yes,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.8,587.7,No,0,78,3836,
5120-ZBLAI,1,United States,California,King City,93930,"36.220761, -120.980777",36.220761,-120.980777,Female,No,Yes,No,50,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),75.7,3876.2,No,0,75,6144,
7858-GTZSP,1,United States,California,San Lucas,93954,"36.125529, -120.864443",36.125529,-120.864443,Female,No,No,No,12,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,86.55,1066.9,No,0,71,2061,
8620-RJPZN,1,United States,California,Los Altos,94022,"37.349546, -122.134356",37.349546,-122.134356,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,20.7,20.7,No,0,68,3061,
7572-KPVKK,1,United States,California,Los Altos,94024,"37.352911, -122.093002",37.352911,-122.093002,Male,No,No,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,104.05,6590.5,No,0,33,5900,
2428-ZMCTB,1,United States,California,Mountain View,94040,"37.380662, -122.086022",37.380662,-122.086022,Male,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,208.25,No,0,62,3926,
1768-HNVGJ,1,United States,California,Mountain View,94043,"37.419725, -122.062947",37.419725,-122.062947,Female,Yes,No,No,45,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,70.05,3062.45,No,0,43,4223,
4291-YZODP,1,United States,California,San Carlos,94070,"37.497915, -122.267361",37.497915,-122.267361,Female,No,No,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.05,96.8,No,0,62,3810,
9955-QOPOY,1,United States,California,Sunnyvale,94089,"37.421633, -122.009613",37.421633,-122.009613,Male,No,Yes,No,69,No,No phone service,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),60.8,4263.4,No,0,63,5683,
4385-ZKVNW,1,United States,California,San Francisco,94102,"37.7795, -122.419233",37.7795,-122.419233,Male,No,Yes,Yes,44,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,No,0,21,4412,
5446-DKWYW,1,United States,California,San Francisco,94103,"37.773147, -122.411287",37.773147,-122.411287,Female,Yes,Yes,Yes,61,Yes,Yes,DSL,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,65.2,3965.05,No,0,30,6238,
8107-KNCIM,1,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,Male,Yes,Yes,No,14,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.1,1013.35,No,0,66,3771,
6480-YAGIY,1,United States,California,San Francisco,94117,"37.770533, -122.445121",37.770533,-122.445121,Male,No,No,No,45,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Credit card (automatic),112.2,5031.85,No,0,74,3091,
0307-BCOPK,1,United States,California,San Francisco,94134,"37.721052, -122.413573",37.721052,-122.413573,Female,No,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.05,326.65,No,0,60,4336,
9362-MWODR,1,United States,California,San Mateo,94404,"37.556094, -122.272437",37.556094,-122.272437,Female,No,No,Yes,40,Yes,No,DSL,Yes,No,No,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,No,0,79,5056,
9975-GPKZU,1,United States,California,Alameda,94501,"37.774633, -122.274434",37.774633,-122.274434,Male,No,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,856.5,No,0,56,2610,
9625-RZFUK,1,United States,California,Alameda,94502,"37.724817, -122.224363",37.724817,-122.224363,Male,No,Yes,Yes,63,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,1275.85,No,0,63,4235,
5153-LXKDT,1,United States,California,Danville,94506,"37.791481, -121.903253",37.791481,-121.903253,Male,No,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Electronic check,110.2,7467.5,No,0,37,4108,
0565-JUPYD,1,United States,California,Benicia,94510,"38.113533, -122.11926",38.113533,-122.11926,Male,No,No,No,63,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,One year,No,Credit card (automatic),104.5,6590.8,No,0,43,4908,
2121-JAFOM,1,United States,California,Danville,94526,"37.815459, -121.977203",37.815459,-121.977203,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.55,8312.4,No,0,38,5076,
8818-DOPVL,1,United States,California,El Cerrito,94530,"37.924838, -122.289145",37.924838,-122.289145,Female,Yes,No,No,46,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.45,4863.85,No,0,76,4103,
1227-UDMZR,1,United States,California,Fremont,94536,"37.572273, -121.964583",37.572273,-121.964583,Female,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),91.15,6637.9,No,0,33,4311,
5955-EPOAZ,1,United States,California,Livermore,94550,"37.571748, -121.659562",37.571748,-121.659562,Female,No,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.95,109.5,No,0,77,5554,
6821-JPCDC,1,United States,California,Castro Valley,94552,"37.722727, -122.02157",37.722727,-122.02157,Female,No,Yes,No,48,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.05,4692.95,No,0,66,5893,
9135-HSWOC,1,United States,California,Fremont,94555,"37.555473, -122.080312",37.555473,-122.080312,Male,No,Yes,Yes,64,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No,0,79,5431,
1506-YJTYT,1,United States,California,Oakley,94561,"37.999406, -121.686241",37.999406,-121.686241,Male,No,Yes,Yes,45,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Credit card (automatic),73.85,3371,No,0,76,5264,
2789-CZANW,1,United States,California,Dublin,94568,"37.713926, -121.928425",37.713926,-121.928425,Female,No,Yes,Yes,64,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),110.3,6997.3,No,0,45,5574,
3740-RLMVT,1,United States,California,Saint Helena,94574,"38.581354, -122.296283",38.581354,-122.296283,Male,Yes,Yes,No,67,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.95,4119.4,No,0,41,5792,
5651-CPDND,1,United States,California,San Leandro,94578,"37.704384, -122.126703",37.704384,-122.126703,Male,No,No,No,10,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,46.0,492.1,No,0,38,3903,
9732-OUYRN,1,United States,California,Union City,94587,"37.59485, -122.051521",37.59485,-122.051521,Female,No,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,918.7,No,0,39,4066,
2931-SVLTV,1,United States,California,Vallejo,94589,"38.161321, -122.271588",38.161321,-122.271588,Male,No,Yes,Yes,40,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,No,0,39,2283,
1431-AIDJQ,1,United States,California,Walnut Creek,94598,"37.916648, -122.008483",37.916648,-122.008483,Male,No,Yes,Yes,33,Yes,No,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),82.1,2603.1,No,0,32,2281,
5324-KTGCG,1,United States,California,Emeryville,94608,"37.83726, -122.287648",37.83726,-122.287648,Male,No,Yes,No,71,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.85,1539.75,No,0,67,4837,
5599-HVLTW,1,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,Female,Yes,No,No,14,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,No,0,39,3276,
4194-FJARJ,1,United States,California,Albany,94706,"37.890274, -122.295192",37.890274,-122.295192,Female,No,Yes,Yes,54,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Two year,No,Bank transfer (automatic),60.0,3273.95,No,0,52,4798,
9208-OLGAQ,1,United States,California,Berkeley,94709,"37.878554, -122.26609",37.878554,-122.26609,Female,Yes,No,No,18,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,84.95,1443.65,No,0,74,3878,
4302-ZYFEL,1,United States,California,Belvedere Tiburon,94920,"37.885629, -122.46858",37.885629,-122.46858,Male,No,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.55,1403.1,No,0,32,5366,
1955-IBMMB,1,United States,California,Forest Knolls,94933,"38.010092, -122.689442",38.010092,-122.689442,Male,No,No,No,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),20.2,1192.3,No,0,65,5216,
0096-BXERS,1,United States,California,Inverness,94937,"38.099323, -122.945723",38.099323,-122.945723,Female,No,Yes,No,6,Yes,Yes,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,50.35,314.55,No,0,74,3442,
6253-WRFHY,1,United States,California,Marshall,94940,"38.129308, -122.834815",38.129308,-122.834815,Male,No,Yes,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,One year,Yes,Electronic check,64.75,877.35,No,0,73,4741,
2675-OTVVJ,1,United States,California,Novato,94945,"38.135897, -122.563683",38.135897,-122.563683,Male,Yes,Yes,No,31,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,No,Month-to-month,No,Electronic check,89.45,2807.65,No,0,68,5597,
3340-QBBFM,1,United States,California,Petaluma,94954,"38.235021, -122.557332",38.235021,-122.557332,Male,Yes,Yes,No,36,Yes,No,DSL,No,No,Yes,Yes,No,No,One year,No,Credit card (automatic),54.1,1992.85,No,0,48,4017,
9896-UYMIE,1,United States,California,Valley Ford,94972,"38.339996, -122.935056",38.339996,-122.935056,Male,No,No,No,66,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),114.3,7383.7,No,0,52,5303,
0853-NWIFK,1,United States,California,Woodacre,94973,"38.005839, -122.638155",38.005839,-122.638155,Female,No,No,No,45,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Electronic check,100.3,4483.95,No,0,64,4868,
8212-CRQXP,1,United States,California,Alviso,95002,"37.449537, -121.994813",37.449537,-121.994813,Female,No,Yes,No,22,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),80.0,1706.45,No,0,80,2640,
1930-BZLHI,1,United States,California,Castroville,95012,"36.784481, -121.759054",36.784481,-121.759054,Male,No,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.35,422.7,No,0,40,3721,
1482-OXZSY,1,United States,California,Freedom,95019,"36.936228, -121.785559",36.936228,-121.785559,Male,No,No,No,30,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,No,0,37,3778,
7663-YJHSN,1,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),103.95,7556.9,No,0,56,5096,
1307-ATKGB,1,United States,California,Santa Clara,95054,"37.393554, -121.965114",37.393554,-121.965114,Male,No,No,No,24,Yes,No,Fiber optic,No,Yes,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,89.55,2187.15,No,0,41,2007,
2824-DXNKN,1,United States,California,Santa Cruz,95065,"37.031404, -121.981865",37.031404,-121.981865,Female,No,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,No,Yes,No,Two year,Yes,Bank transfer (automatic),71.45,5025.85,No,0,30,5656,
5372-FBKBN,1,United States,California,San Jose,95111,"37.284265, -121.827673",37.284265,-121.827673,Female,No,No,Yes,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.75,452.2,No,0,39,2143,
1544-JJMYL,1,United States,California,San Jose,95119,"37.233226, -121.78809",37.233226,-121.78809,Male,No,No,No,27,Yes,No,DSL,Yes,No,Yes,Yes,Yes,No,One year,No,Credit card (automatic),69.35,1927.3,No,0,60,2450,
3486-HOOGQ,1,United States,California,San Jose,95128,"37.316146, -121.936285",37.316146,-121.936285,Female,No,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Bank transfer (automatic),79.7,5743.3,No,0,41,4848,
5061-PBXFW,1,United States,California,San Jose,95129,"37.305622, -122.000887",37.305622,-122.000887,Female,No,Yes,Yes,32,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,No,0,51,2649,
8630-FJLIB,1,United States,California,San Jose,95130,"37.277592, -121.986477",37.277592,-121.986477,Female,No,No,No,18,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,69.8,1221.65,No,0,68,2421,
5453-AXEPF,1,United States,California,San Jose,95134,"37.42765, -121.945416",37.42765,-121.945416,Male,No,Yes,No,17,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,No,0,76,3591,
9950-MTGYX,1,United States,California,San Jose,95139,"37.218705, -121.762429",37.218705,-121.762429,Male,No,Yes,Yes,28,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.3,487.95,No,0,73,2948,
2672-OJQZP,1,United States,California,Stockton,95203,"37.954089, -121.329761",37.954089,-121.329761,Female,No,No,No,1,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,44.75,44.75,No,0,30,4118,
7611-YKYTC,1,United States,California,Burson,95225,"38.183918, -120.898817",38.183918,-120.898817,Male,No,Yes,Yes,22,Yes,No,Fiber optic,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),75.0,1573.95,No,0,48,4040,
3606-SBKRY,1,United States,California,Linden,95236,"38.047746, -121.030499",38.047746,-121.030499,Male,No,No,No,31,No,No phone service,DSL,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,50.05,1523.4,No,0,35,4529,
6893-ODYYE,1,United States,California,Mokelumne Hill,95245,"38.304194, -120.592431",38.304194,-120.592431,Male,No,No,No,50,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.1,4549.45,No,0,25,6435,
8242-JSVBO,1,United States,California,Mountain Ranch,95246,"38.264262, -120.515133",38.264262,-120.515133,Male,No,No,No,7,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,No,0,65,4300,
5075-JSDKI,1,United States,California,Woodbridge,95258,"38.169605, -121.310964",38.169605,-121.310964,Female,No,No,No,59,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Electronic check,24.45,1493.1,No,0,26,6196,
7465-ZZRVX,1,United States,California,Ceres,95307,"37.553469, -120.952825",37.553469,-120.952825,Male,No,No,No,1,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,70.35,70.35,No,0,32,2722,
0442-ZXKVS,1,United States,California,Denair,95316,"37.524721, -120.757977",37.524721,-120.757977,Female,Yes,Yes,No,54,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),115.6,6431.05,No,0,45,4337,
3120-FAZKD,1,United States,California,El Portal,95318,"37.654551, -119.822984",37.654551,-119.822984,Male,No,Yes,Yes,54,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No,0,41,4039,
8606-OEGQZ,1,United States,California,Escalon,95320,"37.818543, -121.006907",37.818543,-121.006907,Female,No,No,Yes,18,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.3,454.65,No,0,78,3416,
0575-CUQOV,1,United States,California,Hilmar,95324,"37.394536, -120.890747",37.394536,-120.890747,Male,Yes,Yes,No,60,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,97.95,5867,No,0,29,6150,
8327-WKMIE,1,United States,California,Le Grand,95333,"37.249377, -120.249581",37.249377,-120.249581,Male,No,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.15,785.75,No,0,65,4422,
6917-FIJHC,1,United States,California,Livingston,95334,"37.361987, -120.748394",37.361987,-120.748394,Female,No,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.0,1776,No,0,20,5374,
3530-VWVGU,1,United States,California,Manteca,95337,"37.750822, -121.238423",37.750822,-121.238423,Female,No,Yes,Yes,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,400.3,No,0,43,5657,
0707-HOVVN,1,United States,California,Mi Wuk Village,95346,"38.121601, -120.133915",38.121601,-120.133915,Female,Yes,No,No,70,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.5,5212.65,No,0,62,6024,
4077-HWUYD,1,United States,California,Modesto,95354,"37.639029, -120.964772",37.639029,-120.964772,Male,No,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),87.55,6463.15,No,0,43,5341,
1100-DDVRV,1,United States,California,Twain Harte,95383,"38.107441, -120.230625",38.107441,-120.230625,Male,No,Yes,No,17,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Mailed check,49.8,836.35,No,0,24,5575,
9029-FEGVJ,1,United States,California,Yosemite National Park,95389,"37.704267, -119.607001",37.704267,-119.607001,Female,Yes,Yes,No,32,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,No,Mailed check,79.3,2570,No,0,27,5242,
2252-ISRNH,1,United States,California,Covelo,95428,"39.83307, -123.178765",39.83307,-123.178765,Male,No,Yes,Yes,9,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Electronic check,90.35,767.9,No,0,27,2993,
5322-TEUJK,1,United States,California,Duncans Mills,95430,"38.445603, -123.063756",38.445603,-123.063756,Female,No,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),114.6,8100.25,No,0,71,4071,
1866-DIOQZ,1,United States,California,Forestville,95436,"38.499302, -122.92444",38.499302,-122.92444,Female,No,Yes,No,71,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,No,Bank transfer (automatic),66.8,4689.15,No,0,42,4698,
2697-NQBPF,1,United States,California,Fulton,95439,"38.493888, -122.777141",38.493888,-122.777141,Male,No,No,No,34,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.35,3540.65,No,0,74,5503,
3709-OIJEA,1,United States,California,Geyserville,95441,"38.731771, -123.064272",38.731771,-123.064272,Male,No,No,No,26,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,No,One year,Yes,Electronic check,85.2,2184.6,No,0,52,5156,
6377-WHAOX,1,United States,California,Gualala,95445,"38.848082, -123.50608",38.848082,-123.50608,Female,No,Yes,No,60,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,106.15,6411.25,No,0,32,4115,
8746-OQQRW,1,United States,California,Hopland,95449,"38.93706, -123.118111",38.93706,-123.118111,Male,No,No,No,4,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,25.25,101.9,No,0,43,3962,
7766-CLTIC,1,United States,California,Kenwood,95452,"38.419525, -122.521585",38.419525,-122.521585,Female,No,No,No,10,Yes,No,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Mailed check,60.95,629.55,No,0,28,4323,
9084-OAYKL,1,United States,California,Little River,95456,"39.245911, -123.77214",39.245911,-123.77214,Male,No,No,No,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.8,1212.25,No,0,80,4758,
7569-NMZYQ,1,United States,California,Middletown,95461,"38.787446, -122.58675",38.787446,-122.58675,Female,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),118.75,8672.45,No,0,49,5475,
2105-PHWON,1,United States,California,Navarro,95463,"39.182916, -123.552571",39.182916,-123.552571,Female,No,Yes,No,33,Yes,Yes,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Credit card (automatic),95.0,3008.15,No,0,76,4639,
1494-EJZDW,1,United States,California,Nice,95464,"39.12334, -122.838198",39.12334,-122.838198,Female,No,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,220.8,No,0,74,2836,
4884-TVUQF,1,United States,California,Occidental,95465,"38.415003, -122.998726",38.415003,-122.998726,Female,Yes,No,No,57,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),101.3,5779.6,No,0,48,4421,
8003-EWNDZ,1,United States,California,Philo,95466,"39.094102, -123.500853",39.094102,-123.500853,Female,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.2,222.65,No,0,34,2066,
2432-TFSMK,1,United States,California,Sebastopol,95472,"38.398815, -122.861923",38.398815,-122.861923,Male,No,No,No,18,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Credit card (automatic),89.6,1633,No,0,36,2269,
1240-HCBOH,1,United States,California,Windsor,95492,"38.527297, -122.810044",38.527297,-122.810044,Female,No,No,No,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,26.1,1759.55,No,0,42,6466,
0813-TAXXS,1,United States,California,Alderpoint,95511,"40.166028, -123.584144",40.166028,-123.584144,Male,No,No,No,55,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),77.8,4323.35,No,0,59,6483,
6723-CEGQI,1,United States,California,Bayside,95524,"40.825486, -124.049485",40.825486,-124.049485,Female,No,No,Yes,65,No,No phone service,DSL,No,Yes,No,Yes,Yes,No,Two year,No,Mailed check,45.25,2933.95,No,0,37,5712,
4732-RRJZC,1,United States,California,Bridgeville,95526,"40.372532, -123.525626",40.372532,-123.525626,Male,No,Yes,Yes,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.25,144.35,No,0,45,4954,
8705-DWKTI,1,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,Male,No,No,No,52,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,No,0,40,6339,
0929-PECLO,1,United States,California,Klamath,95548,"41.572813, -124.035011",41.572813,-124.035011,Female,Yes,No,No,63,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,No,0,38,4438,
3680-CTHUH,1,United States,California,Kneeland,95549,"40.664483, -123.865325",40.664483,-123.865325,Male,No,No,No,60,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),116.6,7049.5,No,0,74,5680,
9068-FHQHD,1,United States,California,Petrolia,95558,"40.274302, -124.210902",40.274302,-124.210902,Female,No,Yes,Yes,40,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.15,777.35,No,0,29,3556,
1269-FOYWN,1,United States,California,Phillipsville,95559,"40.184094, -123.745487",40.184094,-123.745487,Male,No,Yes,Yes,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.0,860.85,No,0,72,3743,
3178-CIFOT,1,United States,California,Amador City,95601,"38.431407, -120.8421",38.431407,-120.8421,Female,No,No,No,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),19.65,478.1,No,0,58,5916,
8780-RSYYU,1,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,Female,No,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No,0,23,2159,
8218-FFJDS,1,United States,California,Georgetown,95634,"38.9386, -120.785514",38.9386,-120.785514,Female,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),86.4,6058.95,No,0,27,6114,
0463-TXOAK,1,United States,California,Madison,95653,"38.674276, -121.961866",38.674276,-121.961866,Male,No,No,Yes,52,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.6,1334.5,No,0,76,5662,
9128-CPXKI,1,United States,California,Nicolaus,95659,"38.788898, -121.608624",38.788898,-121.608624,Female,No,No,No,59,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Two year,No,Electronic check,95.8,5655.45,No,0,45,5470,
6008-NAIXK,1,United States,California,Pine Grove,95665,"38.400264, -120.641274",38.400264,-120.641274,Male,Yes,No,No,54,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,55.45,2966.95,No,0,58,4521,
5760-FXFVO,1,United States,California,Pleasant Grove,95668,"38.833554, -121.498102",38.833554,-121.498102,Male,No,No,No,6,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,78.95,494.95,No,0,35,4093,
0961-ZWLVI,1,United States,California,Rancho Cordova,95670,"38.602723, -121.279913",38.602723,-121.279913,Male,No,No,Yes,49,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),109.2,5290.45,No,0,44,6005,
7508-DQAKK,1,United States,California,Shingle Springs,95682,"38.598936, -120.963092",38.598936,-120.963092,Female,No,No,No,64,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),86.4,5442.05,No,0,33,6474,
0723-FDLAY,1,United States,California,Gold Run,95717,"39.170376, -120.838404",39.170376,-120.838404,Male,No,No,No,44,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),85.25,3704.15,No,0,57,2292,
6583-KQJLK,1,United States,California,Twin Bridges,95735,"38.805481, -120.13287",38.805481,-120.13287,Female,Yes,Yes,No,15,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.65,1285.05,No,0,70,5868,
8544-JNBOX,1,United States,California,Weimar,95736,"39.00978, -120.978273",39.00978,-120.978273,Male,No,No,No,72,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.8,1521.2,No,0,57,4626,
6681-ZSEXG,1,United States,California,Rancho Cordova,95742,"38.591134, -121.161585",38.591134,-121.161585,Male,No,Yes,No,56,Yes,Yes,DSL,No,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),59.5,3389.25,No,0,71,5477,
8884-FEEWR,1,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,Male,No,No,No,35,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.6,754,No,0,70,2858,
3125-RAHBV,1,United States,California,Rocklin,95765,"38.823278, -121.281856",38.823278,-121.281856,Male,No,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),20.3,467.15,No,0,55,2768,
8849-AYPTR,1,United States,California,Sacramento,95819,"38.567594, -121.437507",38.567594,-121.437507,Male,No,Yes,No,33,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,91.25,2964.05,No,0,57,3296,
9518-IMLHK,1,United States,California,Sacramento,95820,"38.53508, -121.444144",38.53508,-121.444144,Male,No,No,No,31,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,No,0,77,3175,
7594-LZNWR,1,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,Male,Yes,No,No,34,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),69.15,2275.1,No,0,63,4478,
1043-UXOVO,1,United States,California,Sacramento,95830,"38.490508, -121.284171",38.490508,-121.284171,Female,No,No,No,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),113.15,7993.3,No,0,35,4955,
1064-FBXNK,1,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,Male,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,19.85,No,0,20,2618,
0018-NYROU,1,United States,California,Antelope,95843,"38.715498, -121.363411",38.715498,-121.363411,Female,No,Yes,No,5,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,68.95,351.5,No,0,57,5536,
8760-ZRHKE,1,United States,California,Berry Creek,95916,"39.657228, -121.37778",39.657228,-121.37778,Female,Yes,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,No,No,Yes,No,One year,No,Electronic check,69.2,4982.5,No,0,65,5546,
5542-DHSXL,1,United States,California,Butte City,95920,"39.449794, -121.936372",39.449794,-121.936372,Female,No,Yes,No,4,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,No,Mailed check,54.7,235.05,No,0,37,3475,
4182-BGSIQ,1,United States,California,Durham,95938,"39.607831, -121.777959",39.607831,-121.777959,Female,No,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No,0,49,3196,
0988-AADSA,1,United States,California,Forbestown,95941,"39.531028, -121.24807",39.531028,-121.24807,Female,No,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),80.85,5824.75,No,0,56,6317,
9972-NKTFD,1,United States,California,Forest Ranch,95942,"40.077028, -121.494168",40.077028,-121.494168,Female,No,No,No,28,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,No,0,73,3185,
6654-QGBZZ,1,United States,California,Nevada City,95959,"39.333737, -120.858667",39.333737,-120.858667,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No,0,54,5057,
5641-DMBFJ,1,United States,California,Oregon House,95962,"39.342587, -121.249833",39.342587,-121.249833,Female,No,Yes,No,58,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,84.3,4916.4,No,0,69,5724,
0921-OHLVP,1,United States,California,Paradise,95969,"39.69676, -121.644379",39.69676,-121.644379,Male,No,No,No,22,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Electronic check,83.05,1799.3,No,0,59,5357,
0536-ESJEP,1,United States,California,Rough And Ready,95975,"39.225634, -121.156163",39.225634,-121.156163,Male,No,Yes,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),74.55,4191.45,No,0,59,4544,
6478-HRRCZ,1,United States,California,Stirling City,95978,"39.904002, -121.527823",39.904002,-121.527823,Male,No,Yes,No,32,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,No,Mailed check,70.5,2201.75,No,0,61,5870,
9058-MJLZC,1,United States,California,Yuba City,95991,"39.02741, -121.614982",39.02741,-121.614982,Female,No,No,No,24,Yes,No,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.6,2283.15,No,0,42,3667,
0902-XKXPN,1,United States,California,Redding,96001,"40.587919, -122.464732",40.587919,-122.464732,Male,No,Yes,Yes,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1376.5,No,0,78,5463,
7515-LODFU,1,United States,California,Burney,96013,"40.946785, -121.719489",40.946785,-121.719489,Male,Yes,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.3,1356.3,No,0,21,4042,
3950-VPYJB,1,United States,California,Chester,96020,"40.243494, -121.154733",40.243494,-121.154733,Male,No,Yes,Yes,57,Yes,No,DSL,Yes,Yes,No,Yes,No,No,One year,No,Mailed check,59.6,3509.4,No,0,28,4778,
6941-KXRRV,1,United States,California,Dorris,96023,"41.949216, -122.050062",41.949216,-122.050062,Female,Yes,Yes,No,48,Yes,No,DSL,No,Yes,No,No,No,Yes,One year,Yes,Bank transfer (automatic),58.95,2789.7,No,0,49,4815,
9475-NNDGC,1,United States,California,Etna,96027,"41.405193, -123.008567",41.405193,-123.008567,Male,No,Yes,No,71,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),113.15,7953.25,No,0,75,4068,
7869-ZYDST,1,United States,California,Hyampom,96046,"40.648024, -123.465088",40.648024,-123.465088,Male,No,Yes,No,31,Yes,Yes,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,No,0,59,5841,
2305-MRGLV,1,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,Male,No,Yes,No,28,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,No,0,71,2085,
2673-ZALNP,1,United States,California,Mcarthur,96056,"41.10831, -121.360362",41.10831,-121.360362,Female,No,No,No,7,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.9,173.15,No,0,46,2750,
4393-RYCRE,1,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,Male,No,No,No,44,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.05,4510.8,No,0,60,4588,
8875-AKBYH,1,United States,California,Mineral,96063,"40.408796, -121.579609",40.408796,-121.579609,Male,Yes,No,No,20,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,84.35,1745.2,No,0,70,4915,
1394-SUIUH,1,United States,California,Mount Shasta,96067,"41.33832, -122.290756",41.33832,-122.290756,Female,Yes,Yes,No,44,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,No,Month-to-month,Yes,Electronic check,85.15,3670.5,No,0,45,2672,
7161-DFHUF,1,United States,California,Shasta,96087,"40.617614, -122.512861",40.617614,-122.512861,Female,No,Yes,No,71,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,23.85,1672.1,No,0,77,6166,
5966-EMAZU,1,United States,California,Fort Bidwell,96112,"41.932207, -120.135941",41.932207,-120.135941,Male,No,Yes,No,64,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,108.5,6880.85,No,0,22,4576,
4584-LBNMK,1,United States,California,Portola,96122,"39.786755, -120.445626",39.786755,-120.445626,Male,Yes,Yes,No,45,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.7,1174.35,No,0,61,5644,
3898-GUYTS,1,United States,California,Ravendale,96123,"40.845738, -120.322219",40.845738,-120.322219,Female,Yes,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,97.05,4385.05,No,0,34,4735,
7379-FNIUJ,1,United States,California,Olympic Valley,96146,"39.191797, -120.212401",39.191797,-120.212401,Male,No,No,No,2,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,Month-to-month,No,Electronic check,100.2,198.5,No,0,23,4855,
2303-PJYHN,1,United States,California,Los Angeles,90015,"34.039224, -118.266293",34.039224,-118.266293,Female,No,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.85,52,No,0,80,4107,
9795-VOWON,1,United States,California,Los Angeles,90016,"34.028331, -118.354338",34.028331,-118.354338,Male,No,No,No,7,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Credit card (automatic),24.35,150.85,No,0,26,4665,
1237-WIYYZ,1,United States,California,Los Angeles,90017,"34.052842, -118.264495",34.052842,-118.264495,Female,No,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.55,389.25,No,0,28,2386,
7852-LECYP,1,United States,California,Los Angeles,90019,"34.049841, -118.33846",34.049841,-118.33846,Male,Yes,Yes,No,13,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,Month-to-month,No,Credit card (automatic),93.8,1261,No,0,43,5870,
8165-CBKXO,1,United States,California,Los Angeles,90022,"34.02381, -118.156582",34.02381,-118.156582,Male,No,Yes,Yes,66,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),56.75,3708.4,No,0,46,5748,
6527-PZFPV,1,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,Male,No,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Credit card (automatic),20.8,469.65,No,0,48,4654,
5236-XMZJY,1,United States,California,Los Angeles,90031,"34.085807, -118.206617",34.085807,-118.206617,Female,No,No,No,42,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,No,0,80,3048,
4827-DPADN,1,United States,California,Los Angeles,90032,"34.078821, -118.177576",34.078821,-118.177576,Female,No,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),83.3,6042.7,No,0,61,4505,
1439-LCGVL,1,United States,California,Los Angeles,90035,"34.051809, -118.383843",34.051809,-118.383843,Female,No,Yes,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.2,459.6,No,0,39,3656,
4647-XXZAM,1,United States,California,Los Angeles,90037,"34.002642, -118.287596",34.002642,-118.287596,Female,No,Yes,Yes,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,45.5,285.2,No,0,51,5450,
7740-KKCXF,1,United States,California,Los Angeles,90039,"34.110845, -118.259595",34.110845,-118.259595,Male,No,Yes,No,51,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,No,0,21,5045,
5360-XGYAZ,1,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,Male,No,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),65.65,4664.5,No,0,47,4934,
8920-NAVAY,1,United States,California,Los Angeles,90045,"33.954017, -118.402447",33.954017,-118.402447,Male,Yes,No,No,62,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,One year,Yes,Bank transfer (automatic),110.75,7053.35,No,0,43,5166,
5600-PDUJF,1,United States,California,Los Angeles,90047,"33.958149, -118.308441",33.958149,-118.308441,Male,No,No,No,6,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),49.5,312.7,No,0,75,5552,
7407-SUJIZ,1,United States,California,Los Angeles,90061,"33.92128, -118.274186",33.92128,-118.274186,Male,No,No,No,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.6,541.5,No,0,50,2305,
9367-TCUYN,1,United States,California,Los Angeles,90066,"34.002028, -118.430656",34.002028,-118.430656,Female,No,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,223.6,No,0,32,5179,
3528-HFRIQ,1,United States,California,Los Angeles,90068,"34.137411, -118.328915",34.137411,-118.328915,Male,Yes,Yes,No,71,No,No phone service,DSL,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,No,0,51,5491,
1848-LBZHY,1,United States,California,Downey,90242,"33.921793, -118.140588",33.921793,-118.140588,Female,No,Yes,No,7,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,No,0,42,2547,
8118-TJAFG,1,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,Male,No,Yes,Yes,9,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,101.5,906.85,No,0,60,2757,
5429-LWCMV,1,United States,California,Gardena,90248,"33.876482, -118.284077",33.876482,-118.284077,Female,No,No,No,12,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.15,1057.55,No,0,80,4041,
9500-LTVBP,1,United States,California,Rancho Palos Verdes,90275,"33.753146, -118.367459",33.753146,-118.367459,Female,No,No,No,35,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,No,Credit card (automatic),80.05,2835.9,No,0,31,3999,
1360-JYXKQ,1,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,Female,Yes,Yes,No,54,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,99.1,5437.1,No,0,54,4118,
0899-WZRSD,1,United States,California,Marina Del Rey,90292,"33.977468, -118.445475",33.977468,-118.445475,Male,No,No,No,56,Yes,Yes,Fiber optic,Yes,No,No,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,105.35,5794.45,No,0,31,5680,
3255-GRXMG,1,United States,California,Playa Del Rey,90293,"33.947305, -118.439841",33.947305,-118.439841,Male,No,No,Yes,18,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),45.65,747.2,No,0,75,4403,
5018-LXQQG,1,United States,California,Torrance,90505,"33.807882, -118.347957",33.807882,-118.347957,Female,No,Yes,Yes,30,Yes,No,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,No,0,80,4631,
2821-WARNZ,1,United States,California,Buena Park,90620,"33.845706, -118.012204",33.845706,-118.012204,Female,No,No,Yes,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.45,921.3,No,0,34,4170,
7074-STDCN,1,United States,California,Artesia,90701,"33.867593, -118.080637",33.867593,-118.080637,Male,No,No,No,39,No,No phone service,DSL,No,No,No,Yes,No,Yes,Month-to-month,Yes,Electronic check,40.6,1494.5,No,0,58,4436,
2676-SSLTO,1,United States,California,Hawaiian Gardens,90716,"33.830431, -118.074071",33.830431,-118.074071,Male,No,No,No,49,Yes,Yes,DSL,No,No,No,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),66.15,3199,No,0,33,6138,
0363-SVHYR,1,United States,California,Paramount,90723,"33.897122, -118.164432",33.897122,-118.164432,Male,No,Yes,Yes,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.85,6263.8,No,0,60,6452,
8547-NSBBO,1,United States,California,San Pedro,90731,"33.736387, -118.284363",33.736387,-118.284363,Male,No,No,No,35,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,96.75,3403.4,No,0,37,5154,
8541-QVFKM,1,United States,California,Long Beach,90807,"33.830099, -118.182239",33.830099,-118.182239,Female,No,No,No,8,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.5,632.2,No,0,61,5777,
9258-CNWAC,1,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,Female,No,Yes,Yes,71,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),113.65,8166.8,No,0,27,6208,
5317-FLPJF,1,United States,California,Altadena,91001,"34.196837, -118.142236",34.196837,-118.142236,Female,No,No,No,66,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),61.35,4193.4,No,0,67,4824,
7267-FRMJW,1,United States,California,Sierra Madre,91024,"34.168686, -118.057505",34.168686,-118.057505,Female,No,Yes,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.1,486.05,No,0,46,5306,
4188-FRABG,1,United States,California,Sunland,91040,"34.282704, -118.312929",34.282704,-118.312929,Male,No,Yes,No,57,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,103.05,5925.75,No,0,22,5586,
0303-WMMRN,1,United States,California,Glendale,91207,"34.182378, -118.262922",34.182378,-118.262922,Male,No,No,No,5,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.25,86.05,No,0,27,3056,
7017-VFULY,1,United States,California,Chatsworth,91311,"34.294142, -118.603883",34.294142,-118.603883,Female,No,Yes,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No,0,26,4158,
5562-YJQGT,1,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,Female,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.35,35.1,No,0,40,3746,
8092-NLTGF,1,United States,California,Reseda,91335,"34.200175, -118.540958",34.200175,-118.540958,Male,No,No,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),24.75,1777.6,No,0,35,5398,
0696-UKTOX,1,United States,California,North Hills,91343,"34.238802, -118.482296",34.238802,-118.482296,Male,No,No,Yes,23,Yes,No,DSL,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,54.15,1312.45,No,0,80,2496,
3472-OAOOR,1,United States,California,Mission Hills,91345,"34.266389, -118.459744",34.266389,-118.459744,Male,No,Yes,Yes,19,No,No phone service,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Mailed check,34.95,610.2,No,0,79,3422,
7105-BENQF,1,United States,California,Tarzana,91356,"34.157137, -118.548511",34.157137,-118.548511,Male,No,No,Yes,15,Yes,No,DSL,Yes,No,Yes,No,No,Yes,One year,No,Mailed check,64.85,950.75,No,0,51,4442,
3823-KYNQY,1,United States,California,Van Nuys,91406,"34.195685, -118.490752",34.195685,-118.490752,Male,No,No,No,12,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),24.95,280.4,No,0,71,4443,
2080-CAZNM,1,United States,California,Burbank,91502,"34.177267, -118.31003",34.177267,-118.31003,Female,Yes,No,No,41,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,104.4,4133.95,No,0,61,4477,
6907-FLBER,1,United States,California,Burbank,91505,"34.174215, -118.345928",34.174215,-118.345928,Male,No,No,No,1,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.3,54.3,No,0,78,3259,
1676-MQAOA,1,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,Male,No,No,No,72,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),75.1,5336.35,No,0,55,6284,
6050-IJRHS,1,United States,California,Chino Hills,91709,"33.942895, -117.725644",33.942895,-117.725644,Female,No,Yes,Yes,70,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,106.5,7397,No,0,41,6319,
6202-JVYEU,1,United States,California,Chino,91710,"33.990646, -117.663025",33.990646,-117.663025,Male,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.9,164.6,No,0,31,3643,
4282-ACRXS,1,United States,California,Covina,91723,"34.084747, -117.886844",34.084747,-117.886844,Male,Yes,Yes,No,38,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.85,955.75,No,0,33,3511,
3511-BFTJW,1,United States,California,Glendora,91740,"34.119363, -117.855059",34.119363,-117.855059,Male,No,Yes,Yes,72,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Two year,No,Credit card (automatic),38.5,2763,No,0,58,4710,
7668-XCFYV,1,United States,California,Glendora,91741,"34.14649, -117.849815",34.14649,-117.849815,Female,Yes,Yes,No,17,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.55,1614.7,No,0,23,3689,
5018-HEKFO,1,United States,California,Rowland Heights,91748,"33.976753, -117.897367",33.976753,-117.897367,Female,No,No,No,10,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,24.5,270.15,No,0,78,5594,
9233-PSYHO,1,United States,California,Ontario,91762,"34.057256, -117.667677",34.057256,-117.667677,Female,Yes,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.15,4459.8,No,0,21,2636,
5376-PCKNB,1,United States,California,Montclair,91763,"34.072121, -117.698319",34.072121,-117.698319,Male,No,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.45,7459,No,0,29,4750,
8044-BGWPI,1,United States,California,Ontario,91764,"34.074087, -117.605618",34.074087,-117.605618,Male,No,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,21.15,306.05,No,0,40,5209,
1755-RMCXH,1,United States,California,San Dimas,91773,"34.102119, -117.815532",34.102119,-117.815532,Male,No,Yes,Yes,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.3,40.25,No,0,38,5113,
6261-LHRTG,1,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,Female,No,No,No,26,Yes,No,DSL,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,No,0,23,4020,
8777-MBMTS,1,United States,California,West Covina,91791,"34.061634, -117.893169",34.061634,-117.893169,Female,Yes,Yes,No,65,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),105.85,6725.5,No,0,80,4872,
6233-HXJMX,1,United States,California,Alpine,91901,"32.827184, -116.703729",32.827184,-116.703729,Female,No,No,No,45,Yes,Yes,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,No,0,32,5470,
8486-AYEQH,1,United States,California,Guatay,91931,"32.857946, -116.561917",32.857946,-116.561917,Female,No,No,No,31,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.05,2227.8,No,0,63,2421,
5419-JKZNQ,1,United States,California,La Mesa,91941,"32.759327, -116.99726",32.759327,-116.99726,Male,Yes,Yes,No,30,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,77.9,2351.45,No,0,49,2009,
4560-WQAQW,1,United States,California,Mount Laguna,91948,"32.830852, -116.444601",32.830852,-116.444601,Female,No,No,No,59,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,One year,No,Bank transfer (automatic),68.7,4070.95,No,0,29,4244,
8075-GXIUB,1,United States,California,Spring Valley,91978,"32.730264, -116.950963",32.730264,-116.950963,Male,Yes,Yes,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.85,183.15,No,0,59,5601,
2885-HIJDH,1,United States,California,Tecate,91980,"32.587557, -116.636816",32.587557,-116.636816,Male,No,Yes,Yes,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),86.9,6194.1,No,0,49,4667,
6507-DTJZV,1,United States,California,Cardiff By The Sea,92007,"33.015866, -117.272254",33.015866,-117.272254,Male,No,No,Yes,13,Yes,No,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Credit card (automatic),66.4,831.75,No,0,43,3660,
2725-IWWBA,1,United States,California,El Cajon,92020,"32.79697, -116.969082",32.79697,-116.969082,Male,No,Yes,Yes,46,Yes,No,DSL,Yes,No,Yes,Yes,No,No,One year,No,Mailed check,56.9,2560.1,No,0,44,4258,
1061-PNTHC,1,United States,California,Encinitas,92024,"33.054579, -117.25665",33.054579,-117.25665,Female,No,Yes,Yes,56,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Mailed check,109.6,5953,No,0,67,5012,
1334-PDUKM,1,United States,California,Palomar Mountain,92060,"33.309852, -116.823091",33.309852,-116.823091,Female,No,Yes,No,68,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Credit card (automatic),86.45,5762.95,No,0,39,4480,
2927-CVULT,1,United States,California,Ramona,92065,"33.044541, -116.833922",33.044541,-116.833922,Female,No,Yes,Yes,53,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),104.05,5566.4,No,0,43,4190,
8745-PVESG,1,United States,California,Rancho Santa Fe,92067,"33.012751, -117.200617",33.012751,-117.200617,Female,No,No,No,57,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),41.1,2258.25,No,0,41,5281,
9839-ETQOE,1,United States,California,Vista,92083,"33.17494, -117.242761",33.17494,-117.242761,Male,No,No,Yes,43,No,No phone service,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,Yes,Electronic check,40.45,1912.85,No,0,72,3176,
1941-HOSAM,1,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,Male,No,Yes,Yes,1,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,90.1,90.1,No,0,47,4142,
9110-HSGTV,1,United States,California,San Diego,92102,"32.716007, -117.117462",32.716007,-117.117462,Female,No,No,No,69,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),82.45,5555.3,No,0,80,4631,
2535-PBCGC,1,United States,California,San Diego,92108,"32.774046, -117.142454",32.774046,-117.142454,Female,No,Yes,No,70,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),64.55,4504.9,No,0,30,4858,
1470-PSXNM,1,United States,California,San Diego,92110,"32.76501, -117.19938",32.76501,-117.19938,Male,No,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,No,One year,Yes,Electronic check,93.65,4520.15,No,0,65,5542,
9866-OCCKE,1,United States,California,San Diego,92114,"32.707892, -117.05512",32.707892,-117.05512,Female,Yes,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,109.75,8075.35,No,0,34,6010,
5338-YHWYT,1,United States,California,San Diego,92115,"32.762506, -117.07245",32.762506,-117.07245,Male,No,No,Yes,37,Yes,No,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Credit card (automatic),61.45,2302.35,No,0,77,5447,
7718-UPSKJ,1,United States,California,San Diego,92116,"32.765299, -117.122565",32.765299,-117.122565,Female,No,Yes,No,69,Yes,No,Fiber optic,Yes,Yes,No,Yes,Yes,Yes,One year,Yes,Credit card (automatic),106.4,7251.9,No,0,26,4328,
1270-XKUCC,1,United States,California,San Diego,92122,"32.85723, -117.209774",32.85723,-117.209774,Female,No,Yes,Yes,30,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,19.7,599.25,No,0,38,5045,
0334-ZFJSR,1,United States,California,San Diego,92123,"32.808814, -117.134694",32.808814,-117.134694,Female,No,Yes,No,55,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,Yes,Credit card (automatic),66.05,3462.1,No,0,68,5501,
6705-LNMDD,1,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,Male,No,No,No,20,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,No,Mailed check,50.0,1003.05,No,0,46,5741,
5032-USPKF,1,United States,California,Indio,92203,"33.752938, -116.230055",33.752938,-116.230055,Female,No,No,No,38,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),84.1,3187.65,No,0,78,2604,
0771-CHWSK,1,United States,California,Brawley,92227,"33.03933, -115.191857",33.03933,-115.191857,Male,No,No,No,66,Yes,Yes,DSL,Yes,Yes,Yes,No,No,Yes,Two year,Yes,Credit card (automatic),74.6,4798.4,No,0,78,4838,
9495-REDIY,1,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,Male,No,No,Yes,25,No,No phone service,DSL,Yes,No,No,No,Yes,No,One year,Yes,Credit card (automatic),40.65,970.55,No,0,29,5079,
1172-VIYBP,1,United States,California,Cathedral City,92234,"33.829583, -116.474131",33.829583,-116.474131,Male,No,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,No,No,Yes,Two year,No,Bank transfer (automatic),69.7,3686.05,No,0,22,4975,
0485-ZBSLN,1,United States,California,Mecca,92254,"33.543835, -115.993906",33.543835,-115.993906,Male,No,Yes,Yes,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.75,1715.1,No,0,39,6263,
0847-HGRML,1,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,Male,No,No,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.0,1250.1,No,0,37,4402,
8313-KTIHG,1,United States,California,Thousand Palms,92276,"33.849263, -116.382778",33.849263,-116.382778,Male,No,No,No,4,Yes,No,DSL,No,No,No,Yes,Yes,No,Month-to-month,Yes,Electronic check,61.3,249.4,No,0,58,5281,
6284-KMNUF,1,United States,California,Twentynine Palms,92278,"34.457829, -116.139589",34.457829,-116.139589,Female,No,Yes,No,56,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,One year,Yes,Electronic check,98.0,5270.6,No,0,25,4615,
5118-MUEYH,1,United States,California,Grand Terrace,92313,"34.029175, -117.307211",34.029175,-117.307211,Female,No,Yes,No,48,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,No,0,42,3109,
9786-YWNHU,1,United States,California,Fontana,92336,"34.136367, -117.460803",34.136367,-117.460803,Female,No,Yes,Yes,63,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,63.55,4014.2,No,0,48,5733,
7173-TETGO,1,United States,California,Lytle Creek,92358,"34.238162, -117.534306",34.238162,-117.534306,Female,Yes,Yes,No,72,Yes,Yes,Fiber optic,Yes,No,No,No,No,No,Two year,No,Bank transfer (automatic),78.5,5602.25,No,0,69,6072,
8630-QSGXK,1,United States,California,Pinon Hills,92372,"34.459322, -117.629729",34.459322,-117.629729,Male,No,Yes,No,51,Yes,Yes,DSL,No,No,No,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),75.2,3901.25,No,0,59,4708,
5995-WWKKG,1,United States,California,Running Springs,92382,"34.186211, -117.07683",34.186211,-117.07683,Female,No,No,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,19.8,695.05,No,0,31,5987,
7879-CGSFV,1,United States,California,Sugarloaf,92386,"34.243088, -116.830015",34.243088,-116.830015,Male,No,No,No,55,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,Yes,Mailed check,100.9,5552.05,No,0,22,5101,
7432-FFVAR,1,United States,California,Victorville,92392,"34.486835, -117.362274",34.486835,-117.362274,Female,No,Yes,Yes,46,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),90.95,4236.6,No,0,38,5187,
7246-ZGQDF,1,United States,California,Victorville,92394,"34.567058, -117.362329",34.567058,-117.362329,Female,No,No,Yes,1,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,54.5,54.5,No,0,54,4359,
1832-PEUTS,1,United States,California,San Bernardino,92410,"34.106922, -117.297553",34.106922,-117.297553,Male,No,Yes,Yes,62,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,Two year,Yes,Credit card (automatic),89.1,5411.65,No,0,68,5995,
0580-PIQHM,1,United States,California,Riverside,92503,"33.890046, -117.455583",33.890046,-117.455583,Female,No,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),101.6,3930.55,No,0,52,3275,
3026-ATZYV,1,United States,California,Riverside,92507,"33.976328, -117.319786",33.976328,-117.319786,Female,No,Yes,Yes,37,Yes,No,DSL,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),75.1,2658.8,No,0,64,4131,
9496-IVVRP,1,United States,California,Lake Elsinore,92532,"33.705836, -117.318204",33.705836,-117.318204,Female,No,Yes,Yes,11,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),51.0,581.7,No,0,49,5777,
9289-LBQVU,1,United States,California,Hemet,92545,"33.734933, -117.044145",33.734933,-117.044145,Male,No,Yes,No,64,Yes,Yes,DSL,No,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,70.15,4480.7,No,0,49,5037,
6538-POCHL,1,United States,California,Mountain Center,92561,"33.638645, -116.55783",33.638645,-116.55783,Male,No,No,No,33,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,Month-to-month,Yes,Credit card (automatic),79.0,2576.8,No,0,21,4396,
4419-UJMUS,1,United States,California,Wildomar,92595,"33.617108, -117.253349",33.617108,-117.253349,Male,No,Yes,Yes,69,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,Two year,Yes,Electronic check,99.35,6856.45,No,0,73,4637,
5519-TEEUH,1,United States,California,Irvine,92604,"33.688546, -117.788091",33.688546,-117.788091,Male,No,No,Yes,33,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Mailed check,20.15,682.15,No,0,57,5759,
2676-OXPPQ,1,United States,California,Irvine,92612,"33.643095, -117.810896",33.643095,-117.810896,Male,No,No,No,6,Yes,No,DSL,Yes,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,No,0,45,2482,
2208-NKVVH,1,United States,California,Costa Mesa,92626,"33.678591, -117.905471",33.678591,-117.905471,Male,No,Yes,Yes,43,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,24.25,1077.95,No,0,51,4432,
0623-GDISB,1,United States,California,San Clemente,92673,"33.4725, -117.584273",33.4725,-117.584273,Female,No,No,No,1,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,No,0,27,5838,
7472-EQOAV,1,United States,California,Laguna Niguel,92677,"33.529047, -117.701175",33.529047,-117.701175,Male,Yes,Yes,Yes,71,Yes,No,Fiber optic,Yes,Yes,Yes,No,No,No,One year,Yes,Bank transfer (automatic),86.7,6179.35,No,0,44,4485,
3863-QSTYI,1,United States,California,Mission Viejo,92691,"33.611945, -117.665867",33.611945,-117.665867,Male,No,No,No,59,Yes,No,DSL,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Electronic check,64.65,3735.45,No,0,38,5687,
5985-BEHZK,1,United States,California,Santa Ana,92705,"33.766004, -117.786763",33.766004,-117.786763,Female,Yes,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Credit card (automatic),105.0,7578.05,No,0,56,6423,
9644-KVCNC,1,United States,California,Fountain Valley,92708,"33.712036, -117.950113",33.712036,-117.950113,Female,No,No,No,66,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,No,One year,Yes,Bank transfer (automatic),92.15,6056.9,No,0,77,4928,
9279-CJEOJ,1,United States,California,Anaheim,92801,"33.844983, -117.952151",33.844983,-117.952151,Female,Yes,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,No,0,47,5691,
6646-JPPHA,1,United States,California,Fullerton,92832,"33.868316, -117.929029",33.868316,-117.929029,Female,Yes,No,No,14,Yes,No,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,No,Electronic check,78.85,1043.8,No,0,44,5327,
7658-UYUQS,1,United States,California,Fullerton,92835,"33.902211, -117.914922",33.902211,-117.914922,Male,Yes,Yes,No,21,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,No,0,67,5318,
7880-XSOJX,1,United States,California,Garden Grove,92840,"33.787165, -117.931889",33.787165,-117.931889,Male,No,No,No,4,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Month-to-month,No,Mailed check,42.4,146.4,No,0,74,4282,
8746-BFOAJ,1,United States,California,Garden Grove,92845,"33.782955, -118.026456",33.782955,-118.026456,Male,Yes,No,No,21,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.5,429.55,No,0,62,5766,
8457-XIGKN,1,United States,California,Norco,92860,"33.925833, -117.559639",33.925833,-117.559639,Male,No,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No,0,27,5909,
6918-UMQCG,1,United States,California,Orange,92869,"33.792791, -117.789749",33.792791,-117.789749,Female,No,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,No,Electronic check,80.2,384.25,No,0,46,3391,
6339-DKLMK,1,United States,California,Corona,92879,"33.893823, -117.531446",33.893823,-117.531446,Female,No,No,No,13,No,No phone service,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Electronic check,31.65,389.95,No,0,49,4959,
1346-PJWTK,1,United States,California,Corona,92880,"33.918043, -117.617809",33.918043,-117.617809,Male,No,Yes,No,61,Yes,No,Fiber optic,No,Yes,Yes,Yes,No,Yes,Month-to-month,No,Credit card (automatic),94.15,5731.85,No,0,70,4806,
8023-QHAIO,1,United States,California,Corona,92882,"33.819385, -117.600213",33.819385,-117.600213,Female,Yes,Yes,No,56,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,No,0,66,6035,
9107-UKCKY,1,United States,California,Carpinteria,93013,"34.441398, -119.513163",34.441398,-119.513163,Male,No,Yes,No,61,Yes,Yes,DSL,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,79.8,4914.8,No,0,24,6432,
1492-KGETH,1,United States,California,Ojai,93023,"34.581308, -118.931948",34.581308,-118.931948,Male,No,Yes,Yes,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,Yes,One year,No,Bank transfer (automatic),78.35,5445.95,No,0,42,4422,
7601-DHFWZ,1,United States,California,Simi Valley,93063,"34.296813, -118.685703",34.296813,-118.685703,Female,No,No,No,48,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),24.0,1183.05,No,0,66,3948,
1998-VHJHK,1,United States,California,Santa Barbara,93101,"34.419203, -119.710008",34.419203,-119.710008,Female,No,No,No,27,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,501.35,No,0,38,5606,
5982-XMDEX,1,United States,California,Arvin,93203,"35.116307, -118.817644",35.116307,-118.817644,Female,No,No,No,65,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),26.5,1698.55,No,0,46,4404,
9152-AMKAK,1,United States,California,Coalinga,93210,"36.186867, -120.387793",36.186867,-120.387793,Male,No,No,No,6,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Mailed check,80.25,493.4,No,0,26,2706,
3913-FCUUW,1,United States,California,Hanford,93230,"36.29223, -119.622676",36.29223,-119.622676,Female,No,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Bank transfer (automatic),70.45,5165.7,No,0,48,4463,
3301-VKTGC,1,United States,California,Huron,93234,"36.217864, -120.080117",36.217864,-120.080117,Male,No,Yes,Yes,68,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,One year,Yes,Bank transfer (automatic),85.5,5696.6,No,0,48,4380,
4619-EVPHY,1,United States,California,Lamont,93241,"35.245035, -118.905553",35.245035,-118.905553,Female,Yes,Yes,No,20,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),91.0,1859.5,No,0,57,3748,
5286-YHCVC,1,United States,California,Laton,93242,"36.444232, -119.718285",36.444232,-119.718285,Male,No,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.8,7470.1,No,0,21,4165,
9334-GWGOW,1,United States,California,Mc Kittrick,93251,"35.38381, -119.730885",35.38381,-119.730885,Male,Yes,Yes,No,7,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,74.85,485.25,No,0,44,2259,
2320-TZRRH,1,United States,California,Three Rivers,93271,"36.413433, -118.854708",36.413433,-118.854708,Female,No,No,No,20,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.5,403.15,No,0,59,4700,
3096-GKWEB,1,United States,California,Bakersfield,93306,"35.449881, -118.841442",35.449881,-118.841442,Male,No,Yes,No,18,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,94.75,1691.9,No,0,40,4477,
2371-JQHZZ,1,United States,California,Bakersfield,93307,"35.280113, -118.962329",35.280113,-118.962329,Male,No,Yes,No,24,Yes,Yes,Fiber optic,No,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,93.0,2248.05,No,0,29,5886,
1217-VASWC,1,United States,California,Avila Beach,93424,"35.186644, -120.728305",35.186644,-120.728305,Male,Yes,Yes,No,43,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),100.55,4304,No,0,65,4499,
6370-ZVHDV,1,United States,California,Buellton,93427,"34.631362, -120.238218",34.631362,-120.238218,Female,No,Yes,No,61,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),25.3,1554.9,No,0,71,4501,
2896-TBNBE,1,United States,California,Guadalupe,93434,"34.936, -120.594655",34.936,-120.594655,Male,No,Yes,No,40,Yes,No,Fiber optic,No,Yes,Yes,No,No,No,One year,No,Electronic check,80.8,3132.75,No,0,26,3387,
2522-WLNSF,1,United States,California,Los Olivos,93441,"34.70434, -120.02609",34.70434,-120.02609,Female,Yes,Yes,No,34,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,No,Bank transfer (automatic),64.2,2106.3,No,0,34,2225,
9386-LDCZR,1,United States,California,San Ardo,93450,"35.996008, -120.85305",35.996008,-120.85305,Male,No,No,No,43,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),90.65,3882.3,No,0,27,2496,
5327-XOKKY,1,United States,California,Santa Maria,93458,"34.95934, -120.490081",34.95934,-120.490081,Male,Yes,Yes,No,72,Yes,Yes,DSL,No,No,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),73.45,5329,No,0,29,5540,
3312-ZWLGF,1,United States,California,Acton,93510,"34.501452, -118.207862",34.501452,-118.207862,Male,Yes,Yes,No,29,Yes,Yes,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,79.3,2414.55,No,0,21,3172,
6297-NOOPG,1,United States,California,Inyokern,93527,"36.041315, -118.188235",36.041315,-118.188235,Female,No,Yes,No,70,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,110.5,7752.05,No,0,64,5979,
8903-XEBGX,1,United States,California,Lancaster,93534,"34.727529, -118.153098",34.727529,-118.153098,Male,No,No,Yes,2,Yes,No,DSL,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,55.3,108.65,No,0,67,4594,
8169-SAEJD,1,United States,California,Lancaster,93535,"34.712708, -117.889656",34.712708,-117.889656,Male,Yes,Yes,No,69,No,No phone service,DSL,Yes,Yes,No,No,Yes,Yes,Two year,No,Credit card (automatic),56.55,3952.65,No,0,28,4162,
1089-XZWHH,1,United States,California,Lee Vining,93541,"37.890145, -119.184087",37.890145,-119.184087,Female,No,Yes,Yes,24,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.7,494.05,No,0,31,3594,
2325-WINES,1,United States,California,Littlerock,93543,"34.505273, -117.955054",34.505273,-117.955054,Female,No,No,No,32,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),104.05,3416.85,No,0,60,2335,
4936-YPJNK,1,United States,California,Rosamond,93560,"34.903052, -118.411251",34.903052,-118.411251,Female,No,No,No,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.9,199.45,No,0,65,5811,
7989-VCQOH,1,United States,California,Auberry,93602,"36.991762, -119.242874",36.991762,-119.242874,Male,No,Yes,Yes,18,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,No,Electronic check,83.25,1611.15,No,0,43,2065,
4199-QHJNM,1,United States,California,Bass Lake,93604,"37.458367, -119.345011",37.458367,-119.345011,Male,Yes,Yes,No,67,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),102.9,6989.7,No,0,52,5869,
4686-UXDML,1,United States,California,Cutler,93615,"36.497895, -119.285484",36.497895,-119.285484,Female,No,No,No,21,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,No,0,74,2113,
3349-ANQNH,1,United States,California,Del Rey,93616,"36.657462, -119.595293",36.657462,-119.595293,Female,Yes,No,No,59,Yes,Yes,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,99.5,5890,No,0,50,5513,
5847-MXBEO,1,United States,California,Helm,93627,"36.520537, -120.118055",36.520537,-120.118055,Male,No,No,No,22,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.3,475.1,No,0,50,4510,
1116-FRYVH,1,United States,California,Kingsburg,93631,"36.478239, -119.52137",36.478239,-119.52137,Female,No,Yes,Yes,48,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Mailed check,39.4,1978.65,No,0,26,5701,
1421-HCERK,1,United States,California,Lakeshore,93634,"37.290606, -119.216328",37.290606,-119.216328,Male,Yes,Yes,No,30,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,No,0,54,2455,
8679-LZBMD,1,United States,California,North Fork,93643,"37.244307, -119.470256",37.244307,-119.470256,Male,No,Yes,No,44,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Bank transfer (automatic),90.65,3974.15,No,0,26,3786,
1539-LNKHM,1,United States,California,Orange Cove,93646,"36.633498, -119.298895",36.633498,-119.298895,Female,No,No,No,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.4,266.6,No,0,60,4497,
8645-KOMJQ,1,United States,California,Orosi,93647,"36.600185, -119.175655",36.600185,-119.175655,Male,No,Yes,Yes,69,Yes,Yes,DSL,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),81.95,5601.4,No,0,59,6182,
9761-XUJWD,1,United States,California,Fresno,93650,"36.841655, -119.797113",36.841655,-119.797113,Male,No,No,No,5,Yes,No,DSL,No,Yes,No,Yes,No,Yes,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,No,0,65,5636,
6087-YPWHO,1,United States,California,Raymond,93653,"37.252057, -119.95783",37.252057,-119.95783,Male,No,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,Two year,No,Mailed check,68.15,4808.7,No,0,34,4613,
1818-ESQMW,1,United States,California,San Joaquin,93660,"36.600193, -120.153393",36.600193,-120.153393,Female,No,No,No,27,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.2,2383.6,No,0,54,4384,
0506-YLVKJ,1,United States,California,Sultana,93666,"36.545353, -119.338535",36.545353,-119.338535,Male,No,Yes,Yes,46,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,20.2,917.45,No,0,35,3136,
8571-ZCMCX,1,United States,California,Fresno,93706,"36.654614, -119.903674",36.654614,-119.903674,Female,No,Yes,Yes,47,No,No phone service,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),60.0,2768.65,No,0,48,3248,
8695-ARGXZ,1,United States,California,Fresno,93722,"36.78979, -119.929894",36.78979,-119.929894,Male,Yes,Yes,No,34,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,75.55,2425.4,No,0,22,5381,
0787-LHDYT,1,United States,California,Carmel Valley,93924,"36.414611, -121.6386",36.414611,-121.6386,Male,No,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No,0,64,5667,
0374-IOEGQ,1,United States,California,Gonzales,93926,"36.52588, -121.396719",36.52588,-121.396719,Female,No,No,No,3,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Electronic check,44.6,122.7,No,0,74,3122,
3396-DKDEL,1,United States,California,King City,93930,"36.220761, -120.980777",36.220761,-120.980777,Female,No,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),115.15,8250,No,0,80,4388,
9066-QRSDU,1,United States,California,Marina,93933,"36.689582, -121.758398",36.689582,-121.758398,Female,No,Yes,No,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Electronic check,26.3,1763.55,No,0,25,5418,
6933-VLYFX,1,United States,California,Belmont,94002,"37.509366, -122.306132",37.509366,-122.306132,Male,No,Yes,Yes,31,No,No phone service,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,No,Electronic check,59.95,1848.8,No,0,37,4337,
2862-JVEOY,1,United States,California,Loma Mar,94021,"37.266388, -122.26308",37.266388,-122.26308,Male,No,No,No,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.15,124.4,No,0,41,5322,
9822-BIIGN,1,United States,California,Los Altos,94024,"37.352911, -122.093002",37.352911,-122.093002,Male,No,Yes,Yes,53,Yes,Yes,DSL,Yes,No,No,Yes,No,Yes,Month-to-month,No,Electronic check,71.85,3827.9,No,0,52,4903,
2971-SGAFL,1,United States,California,Millbrae,94030,"37.601248, -122.403099",37.601248,-122.403099,Female,No,No,No,13,Yes,Yes,DSL,Yes,No,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,78.75,995.35,No,0,79,5631,
2905-KFQUV,1,United States,California,Moss Beach,94038,"37.515556, -122.502311",37.515556,-122.502311,Female,No,Yes,No,2,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Credit card (automatic),70.4,154.8,No,0,39,5748,
9114-VEPUF,1,United States,California,Redwood City,94065,"37.527497, -122.230941",37.527497,-122.230941,Male,No,Yes,No,62,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,96.1,6001.45,No,0,61,6139,
2194-IIQOF,1,United States,California,Sunnyvale,94087,"37.3511, -122.037311",37.3511,-122.037311,Female,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.3,6388.65,No,0,30,4658,
2428-HYUNX,1,United States,California,San Francisco,94109,"37.794487, -122.42227",37.794487,-122.42227,Male,Yes,Yes,No,44,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),19.35,847.25,No,0,42,4975,
3410-MHHUM,1,United States,California,San Francisco,94111,"37.801776, -122.402293",37.801776,-122.402293,Female,No,Yes,Yes,44,Yes,Yes,Fiber optic,No,Yes,Yes,No,No,Yes,One year,No,Electronic check,94.4,4295.35,No,0,73,5019,
2296-DKZFP,1,United States,California,San Francisco,94118,"37.781304, -122.461522",37.781304,-122.461522,Female,No,Yes,No,65,Yes,No,DSL,Yes,Yes,Yes,No,No,Yes,Two year,No,Bank transfer (automatic),71.0,4386.2,No,0,32,6308,
0383-CLDDA,1,United States,California,Stanford,94305,"37.424342, -122.165641",37.424342,-122.165641,Female,No,No,No,69,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),85.35,5897.4,No,0,37,6499,
2709-UQGNP,1,United States,California,San Mateo,94401,"37.590421, -122.306467",37.590421,-122.306467,Male,No,No,No,10,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Mailed check,51.65,524.5,No,0,45,4292,
9500-WBGRP,1,United States,California,Danville,94526,"37.815459, -121.977203",37.815459,-121.977203,Male,No,No,No,69,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,19.1,1268.85,No,0,31,4535,
5183-KLYEM,1,United States,California,El Cerrito,94530,"37.924838, -122.289145",37.924838,-122.289145,Female,No,No,No,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),112.75,8192.6,No,0,60,4927,
5965-GGPRW,1,United States,California,Hayward,94541,"37.674002, -122.076796",37.674002,-122.076796,Male,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,Two year,No,Bank transfer (automatic),105.25,7609.75,No,0,78,4427,
8035-PWSEV,1,United States,California,Hayward,94542,"37.656695, -122.048361",37.656695,-122.048361,Female,No,No,No,6,Yes,No,Fiber optic,No,No,Yes,Yes,No,Yes,Month-to-month,Yes,Electronic check,89.25,487.05,No,0,76,4430,
1830-IPXVJ,1,United States,California,Lafayette,94549,"37.907777, -122.127161",37.907777,-122.127161,Female,No,Yes,Yes,61,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),19.75,1311.6,No,0,22,6108,
8421-WZOOW,1,United States,California,Rio Vista,94571,"38.148862, -121.737696",38.148862,-121.737696,Female,Yes,Yes,Yes,57,Yes,No,Fiber optic,No,Yes,Yes,Yes,Yes,No,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,No,0,23,4912,
2862-PFNIK,1,United States,California,San Leandro,94578,"37.704384, -122.126703",37.704384,-122.126703,Male,No,No,Yes,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,24.7,24.7,No,0,29,3518,
7169-YWAMK,1,United States,California,Sunol,94586,"37.587494, -121.862856",37.587494,-121.862856,Male,No,Yes,Yes,72,Yes,No,DSL,Yes,Yes,No,Yes,Yes,No,Two year,No,Bank transfer (automatic),68.4,4855.35,No,0,79,5504,
7163-OCEQI,1,United States,California,Walnut Creek,94596,"37.900662, -122.052782",37.900662,-122.052782,Male,No,Yes,Yes,22,Yes,Yes,DSL,No,No,Yes,Yes,Yes,Yes,One year,Yes,Mailed check,78.65,1663.75,No,0,67,3571,
2324-EFHVG,1,United States,California,Oakland,94609,"37.834341, -122.26437",37.834341,-122.26437,Male,No,No,No,64,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),104.4,6692.65,No,0,38,5617,
7094-MSZAO,1,United States,California,Oakland,94610,"37.808731, -122.238708",37.808731,-122.238708,Male,No,Yes,Yes,10,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No,0,23,2049,
7049-GKVZY,1,United States,California,Berkeley,94702,"37.866009, -122.286228",37.866009,-122.286228,Female,No,No,No,17,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,One year,No,Credit card (automatic),79.85,1387.35,No,0,42,5574,
0212-ISBBF,1,United States,California,Berkeley,94705,"37.858898, -122.240512",37.858898,-122.240512,Female,No,No,No,22,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,50.35,1098.85,No,0,73,2875,
2193-SFWQW,1,United States,California,San Rafael,94903,"38.018065, -122.546024",38.018065,-122.546024,Male,No,Yes,Yes,72,Yes,No,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),111.95,8033.1,No,0,25,4004,
5656-JAMLX,1,United States,California,Greenbrae,94904,"37.946617, -122.563571",37.946617,-122.563571,Male,No,No,No,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),19.85,1253.65,No,0,45,4278,
4367-NHWMM,1,United States,California,Corte Madera,94925,"37.924014, -122.511694",37.924014,-122.511694,Female,No,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,24.9,24.9,No,0,61,5318,
3779-OSWCF,1,United States,California,Dillon Beach,94929,"38.24458, -122.956268",38.24458,-122.956268,Female,No,Yes,No,71,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),93.2,6506.15,No,0,69,4493,
1689-YQBYY,1,United States,California,Los Gatos,95030,"37.222842, -121.988727",37.222842,-121.988727,Female,No,No,Yes,12,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,76.6,893,No,0,61,3280,
2959-FENLU,1,United States,California,Los Gatos,95033,"37.160194, -121.945611",37.160194,-121.945611,Female,No,No,No,9,Yes,No,Fiber optic,No,No,Yes,No,No,Yes,Month-to-month,Yes,Credit card (automatic),85.3,781.4,No,0,28,5850,
7634-HLQJR,1,United States,California,Moss Landing,95039,"36.863303, -121.781632",36.863303,-121.781632,Female,No,Yes,Yes,47,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.05,1016.7,No,0,35,3260,
2516-XSJKX,1,United States,California,San Juan Bautista,95045,"36.810568, -121.503022",36.810568,-121.503022,Female,No,Yes,Yes,41,Yes,No,DSL,Yes,Yes,No,Yes,Yes,Yes,Two year,No,Electronic check,78.45,3126.45,No,0,27,5468,
0356-ERHVT,1,United States,California,Santa Cruz,95062,"36.974575, -121.991149",36.974575,-121.991149,Male,No,Yes,No,11,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,No,0,41,3880,
4884-ZTHVF,1,United States,California,Santa Cruz,95065,"37.031404, -121.981865",37.031404,-121.981865,Female,Yes,No,No,8,Yes,No,Fiber optic,No,Yes,No,No,Yes,No,Month-to-month,Yes,Electronic check,87.1,713.6,No,0,65,3950,
3055-OYMSE,1,United States,California,Saratoga,95070,"37.257772, -122.051824",37.257772,-122.051824,Female,Yes,No,No,53,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,No,0,45,6469,
2580-ATZSQ,1,United States,California,San Jose,95123,"37.238758, -121.828375",37.238758,-121.828375,Female,No,Yes,Yes,65,Yes,No,DSL,Yes,Yes,Yes,No,No,No,One year,No,Bank transfer (automatic),61.35,3874.1,No,0,36,6354,
9691-HKOVS,1,United States,California,San Jose,95125,"37.294926, -121.894763",37.294926,-121.894763,Female,No,Yes,No,55,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,One year,Yes,Electronic check,90.15,4916.95,No,0,77,4712,
1468-DEFNC,1,United States,California,San Jose,95130,"37.277592, -121.986477",37.277592,-121.986477,Male,Yes,Yes,Yes,64,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),24.4,1548.65,No,0,68,4772,
0690-SRQID,1,United States,California,Stockton,95203,"37.954089, -121.329761",37.954089,-121.329761,Male,No,No,No,4,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,19.65,67.55,No,0,72,4925,
8573-CGOCC,1,United States,California,Stockton,95215,"37.946282, -121.139499",37.946282,-121.139499,Male,No,No,No,16,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.75,294.9,No,0,55,5433,
4819-HJPIW,1,United States,California,Avery,95224,"38.208336, -120.339938",38.208336,-120.339938,Male,No,No,No,18,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,25.15,476.8,No,0,31,2675,
9812-GHVRI,1,United States,California,Clements,95227,"38.227285, -121.02789",38.227285,-121.02789,Female,No,No,No,40,Yes,Yes,Fiber optic,No,No,No,No,No,Yes,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,No,0,31,4294,
1228-ZLNBX,1,United States,California,Farmington,95230,"37.956963, -120.863055",37.956963,-120.863055,Male,No,No,No,21,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,No,Mailed check,75.3,1570.7,No,0,50,2847,
3317-VLGQT,1,United States,California,Wallace,95254,"38.192608, -120.957842",38.192608,-120.957842,Female,No,Yes,No,14,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.1,1122.4,No,0,68,3157,
5614-DNZCE,1,United States,California,Wilseyville,95257,"38.392686, -120.415951",38.392686,-120.415951,Female,No,No,No,58,Yes,No,DSL,Yes,Yes,Yes,Yes,No,No,Two year,Yes,Credit card (automatic),64.9,3795.45,No,0,57,5040,
3258-SANFR,1,United States,California,Big Oak Flat,95305,"37.818589, -120.256995",37.818589,-120.256995,Male,Yes,No,No,6,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Credit card (automatic),44.7,276.5,No,0,30,4270,
3039-MJSLN,1,United States,California,Cressey,95312,"37.420273, -120.66527",37.420273,-120.66527,Male,No,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No,0,46,3594,
3069-SSVSN,1,United States,California,Hilmar,95324,"37.394536, -120.890747",37.394536,-120.890747,Female,No,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,One year,No,Mailed check,25.85,25.85,No,0,55,4467,
0725-CXOTM,1,United States,California,Manteca,95337,"37.750822, -121.238423",37.750822,-121.238423,Female,No,No,No,36,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),89.65,3348.1,No,0,68,4844,
3427-GGZZI,1,United States,California,Midpines,95345,"37.581496, -119.972762",37.581496,-119.972762,Female,No,Yes,No,19,Yes,Yes,Fiber optic,No,Yes,No,No,No,Yes,Month-to-month,Yes,Electronic check,89.1,1620.8,No,0,66,3624,
3154-CFSZG,1,United States,California,Modesto,95351,"37.621458, -121.012295",37.621458,-121.012295,Male,No,Yes,Yes,47,Yes,No,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,No,Electronic check,90.05,4137.2,No,0,78,3291,
2925-VDZHY,1,United States,California,Sonora,95370,"37.982716, -120.343732",37.982716,-120.343732,Male,No,Yes,Yes,72,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),88.7,6501.35,No,0,46,4641,
8033-VCZGH,1,United States,California,Tracy,95376,"37.680968, -121.446049",37.680968,-121.446049,Male,No,Yes,No,50,Yes,Yes,Fiber optic,Yes,No,Yes,No,Yes,Yes,One year,Yes,Electronic check,103.95,5231.3,No,0,42,4363,
0224-NIJLP,1,United States,California,Turlock,95380,"37.474396, -120.875917",37.474396,-120.875917,Male,No,Yes,Yes,8,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,165.5,No,0,32,3899,
0071-NDAFP,1,United States,California,Santa Rosa,95405,"38.439696, -122.668817",38.439696,-122.668817,Male,No,Yes,Yes,25,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.5,630.6,No,0,65,5230,
3058-WQDRE,1,United States,California,Branscomb,95417,"39.710591, -123.682799",39.710591,-123.682799,Male,No,No,No,13,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,No,0,53,4943,
3417-TSCIC,1,United States,California,Cloverdale,95425,"38.801936, -122.938935",38.801936,-122.938935,Male,No,No,No,29,No,No phone service,DSL,No,No,No,No,No,No,One year,Yes,Mailed check,24.85,788.05,No,0,49,4161,
0042-JVWOJ,1,United States,California,Glen Ellen,95442,"38.368744, -122.522642",38.368744,-122.522642,Male,No,No,No,26,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,Yes,Bank transfer (automatic),19.6,471.85,No,0,26,3722,
5995-LFTLE,1,United States,California,Lower Lake,95457,"38.925545, -122.549083",38.925545,-122.549083,Male,No,No,No,58,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),25.3,1474.35,No,0,30,4477,
1932-UEDCX,1,United States,California,Manchester,95459,"38.966713, -123.586412",38.966713,-123.586412,Male,Yes,Yes,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,No,0,55,3669,
8265-HKSOW,1,United States,California,Occidental,95465,"38.415003, -122.998726",38.415003,-122.998726,Female,No,Yes,Yes,72,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,No,Yes,Two year,No,Credit card (automatic),107.45,7658.3,No,0,57,4505,
7054-DMVAS,1,United States,California,Redwood Valley,95470,"39.298065, -123.25211",39.298065,-123.25211,Male,No,No,No,54,Yes,No,DSL,Yes,Yes,No,No,Yes,No,Two year,Yes,Bank transfer (automatic),65.3,3512.9,No,0,61,4556,
9374-YOLBJ,1,United States,California,Upper Lake,95485,"39.220368, -122.907693",39.220368,-122.907693,Female,No,Yes,Yes,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Electronic check,19.25,19.25,No,0,27,2053,
2661-GKBTK,1,United States,California,Eureka,95503,"40.737431, -124.108897",40.737431,-124.108897,Male,No,Yes,Yes,60,Yes,No,DSL,No,Yes,No,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),76.95,4543.95,No,0,52,5053,
7268-WNTCP,1,United States,California,Blocksburg,95514,"40.309088, -123.668201",40.309088,-123.668201,Male,No,Yes,Yes,62,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.45,1297.35,No,0,21,5746,
0824-VWDPO,1,United States,California,Mckinleyville,95519,"40.965011, -124.015255",40.965011,-124.015255,Female,No,No,No,45,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,Yes,One year,No,Bank transfer (automatic),96.75,4442.75,No,0,73,3682,
3278-FSIXX,1,United States,California,Blue Lake,95525,"40.94338, -123.831799",40.94338,-123.831799,Female,No,No,No,2,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,45.25,74.2,No,0,27,5441,
4685-ERGHK,1,United States,California,Gasquet,95543,"41.867908, -123.794144",41.867908,-123.794144,Male,No,No,No,57,Yes,Yes,Fiber optic,No,No,No,No,Yes,No,One year,Yes,Electronic check,86.9,4939.25,No,0,71,6109,
4012-ZTHBR,1,United States,California,Kneeland,95549,"40.664483, -123.865325",40.664483,-123.865325,Female,No,Yes,Yes,21,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,44.95,926.25,No,0,54,3752,
7033-CLAMM,1,United States,California,Somes Bar,95568,"41.444606, -123.471895",41.444606,-123.471895,Female,No,Yes,Yes,48,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.2,1027.25,No,0,33,3828,
4023-RTIQM,1,United States,California,Redcrest,95569,"40.363446, -123.835041",40.363446,-123.835041,Female,Yes,Yes,No,31,No,No phone service,DSL,Yes,Yes,Yes,No,No,Yes,One year,Yes,Credit card (automatic),50.4,1580.1,No,0,39,2166,
7356-IWLFW,1,United States,California,Weott,95571,"40.310119, -123.909449",40.310119,-123.909449,Male,No,Yes,Yes,46,Yes,Yes,Fiber optic,No,Yes,No,No,No,No,Month-to-month,Yes,Bank transfer (automatic),80.0,3769.7,No,0,51,3315,
3967-VQOGC,1,United States,California,Leggett,95585,"39.873371, -123.741474",39.873371,-123.741474,Female,No,Yes,Yes,67,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Mailed check,24.9,1680.25,No,0,59,5847,
7872-RDDLZ,1,United States,California,Piercy,95587,"39.955587, -123.681175",39.955587,-123.681175,Female,Yes,No,No,67,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,No,Electronic check,54.9,3725.5,No,0,33,4826,
3043-SUDUA,1,United States,California,West Sacramento,95605,"38.592745, -121.540036",38.592745,-121.540036,Female,No,No,No,32,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No,0,29,4374,
5872-OEQNH,1,United States,California,Carmichael,95608,"38.626128, -121.328011",38.626128,-121.328011,Female,No,No,No,60,No,No phone service,DSL,Yes,No,Yes,No,No,Yes,One year,Yes,Electronic check,44.45,2773.9,No,0,48,4928,
8946-BFWSG,1,United States,California,Davis,95618,"38.544002, -121.685559",38.544002,-121.685559,Male,No,Yes,Yes,63,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,25.25,1573.05,No,0,39,6245,
0547-HURJB,1,United States,California,Dixon,95620,"38.392821, -121.799917",38.392821,-121.799917,Male,No,No,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),21.05,235.8,No,0,70,4001,
8845-LWKGE,1,United States,California,El Dorado,95623,"38.63153, -120.842609",38.63153,-120.842609,Female,No,Yes,Yes,30,Yes,No,DSL,No,No,Yes,Yes,Yes,No,One year,Yes,Electronic check,64.5,1985.15,No,0,60,2215,
0691-NIKRI,1,United States,California,Elverta,95626,"38.734997, -121.463719",38.734997,-121.463719,Female,No,No,No,40,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,Yes,One year,Yes,Credit card (automatic),105.95,4335.2,No,0,31,3784,
5022-JNQEQ,1,United States,California,Esparto,95627,"38.834469, -122.127193",38.834469,-122.127193,Female,No,Yes,Yes,9,Yes,No,Fiber optic,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,75.85,647.5,No,0,51,4843,
4701-LKOZD,1,United States,California,Foresthill,95631,"39.031876, -120.811141",39.031876,-120.811141,Female,No,No,No,70,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),89.75,6367.2,No,0,78,5150,
4378-MYPGO,1,United States,California,Greenwood,95635,"38.921333, -120.897718",38.921333,-120.897718,Male,No,Yes,Yes,68,Yes,No,Fiber optic,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),105.25,7173.15,No,0,36,5795,
6048-QBXKL,1,United States,California,Madison,95653,"38.674276, -121.961866",38.674276,-121.961866,Female,Yes,No,No,2,Yes,Yes,DSL,No,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),56.55,118.25,No,0,33,2069,
3407-QGWLG,1,United States,California,Roseville,95661,"38.736685, -121.251984",38.736685,-121.251984,Male,No,No,Yes,3,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Mailed check,20.05,75.45,No,0,70,2948,
2347-WKKAE,1,United States,California,Penryn,95663,"38.859093, -121.182872",38.859093,-121.182872,Male,No,Yes,No,42,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,Month-to-month,Yes,Electronic check,94.4,4014.6,No,0,47,2662,
8735-DCXNF,1,United States,California,Pilot Hill,95664,"38.803731, -121.043799",38.803731,-121.043799,Male,No,Yes,No,10,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),54.95,568.85,No,0,26,3519,
1027-LKKQQ,1,United States,California,Plymouth,95669,"38.489273, -120.891614",38.489273,-120.891614,Female,No,Yes,Yes,72,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),80.45,5886.85,No,0,54,4480,
7148-XZPHA,1,United States,California,Rancho Cordova,95670,"38.602723, -121.279913",38.602723,-121.279913,Male,No,Yes,Yes,55,Yes,No,Fiber optic,No,Yes,No,Yes,No,No,Month-to-month,No,Electronic check,79.4,4238.45,No,0,32,4162,
0848-SOMKO,1,United States,California,Shingle Springs,95682,"38.598936, -120.963092",38.598936,-120.963092,Male,No,No,No,70,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Bank transfer (automatic),48.4,3442.8,No,0,66,4483,
1535-VTJOQ,1,United States,California,Thornton,95686,"38.157794, -121.520223",38.157794,-121.520223,Female,No,No,No,24,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.15,553,No,0,56,3904,
6656-GULJQ,1,United States,California,Emigrant Gap,95715,"39.23754, -120.720196",39.23754,-120.720196,Male,No,Yes,Yes,72,Yes,Yes,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),83.55,6093.3,No,0,28,5940,
3999-WRNGR,1,United States,California,Soda Springs,95728,"39.279068, -120.414275",39.279068,-120.414275,Female,No,Yes,Yes,60,No,No phone service,DSL,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,49.75,3069.45,No,0,77,6307,
2101-RANCD,1,United States,California,El Dorado Hills,95762,"38.684437, -121.055634",38.684437,-121.055634,Female,No,No,No,55,Yes,Yes,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Electronic check,73.1,4144.9,No,0,46,5832,
3472-QPRCH,1,United States,California,Sacramento,95826,"38.542532, -121.378826",38.542532,-121.378826,Male,No,Yes,Yes,40,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.25,1006.9,No,0,53,3217,
3865-ZYKAD,1,United States,California,Sacramento,95831,"38.494832, -121.529447",38.494832,-121.529447,Male,Yes,Yes,No,69,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,No,0,59,4503,
6000-UKLWI,1,United States,California,Sacramento,95842,"38.687367, -121.34848",38.687367,-121.34848,Male,No,No,No,41,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.15,802.35,No,0,47,4982,
8221-EQDGL,1,United States,California,Alleghany,95910,"39.467828, -120.841386",39.467828,-120.841386,Male,No,Yes,No,35,Yes,No,DSL,Yes,Yes,Yes,No,No,No,Month-to-month,No,Mailed check,61.0,2130.45,No,0,79,4355,
2346-LOCWC,1,United States,California,Arbuckle,95912,"38.982373, -122.047751",38.982373,-122.047751,Female,No,Yes,Yes,58,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.5,1191.4,No,0,72,6186,
7560-QJAVJ,1,United States,California,Biggs,95917,"39.457388, -121.818201",39.457388,-121.818201,Female,No,No,No,70,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,No,Bank transfer (automatic),79.6,5589.45,No,0,38,5474,
9137-UIYPG,1,United States,California,Butte City,95920,"39.449794, -121.936372",39.449794,-121.936372,Female,No,Yes,Yes,35,Yes,No,Fiber optic,Yes,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,106.9,3756.45,No,0,80,5447,
5084-OOVCJ,1,United States,California,Canyon Dam,95923,"40.171312, -121.120605",40.171312,-121.120605,Female,No,Yes,Yes,17,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Credit card (automatic),55.35,920.5,No,0,57,5465,
0254-WWRKD,1,United States,California,Challenge,95925,"39.461768, -121.195825",39.461768,-121.195825,Female,No,Yes,Yes,67,Yes,No,DSL,No,Yes,No,No,No,No,One year,No,Credit card (automatic),50.55,3431.75,No,0,51,5122,
7727-SHVZV,1,United States,California,Chico,95926,"39.745712, -121.84333",39.745712,-121.84333,Female,No,No,No,9,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No,0,54,4883,
8164-OCKUJ,1,United States,California,Magalia,95954,"39.933852, -121.584371",39.933852,-121.584371,Female,No,Yes,Yes,59,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.6,1286,No,0,55,6325,
5448-VWNAM,1,United States,California,Oroville,95966,"39.473896, -121.415927",39.473896,-121.415927,Female,No,No,Yes,19,Yes,Yes,DSL,Yes,Yes,No,Yes,Yes,No,Month-to-month,Yes,Mailed check,75.9,1375.6,No,0,69,4198,
1177-XZBJL,1,United States,California,Palermo,95968,"39.435756, -121.552071",39.435756,-121.552071,Male,No,Yes,Yes,53,Yes,Yes,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),64.15,3491.55,No,0,45,5570,
3644-QXEHN,1,United States,California,Smartville,95977,"39.176595, -121.291692",39.176595,-121.291692,Male,No,Yes,Yes,13,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,Month-to-month,No,Electronic check,97.0,1334.45,No,0,35,5282,
4062-HBMOS,1,United States,California,Redding,96003,"40.677649, -122.29467",40.677649,-122.29467,Male,No,No,No,52,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Month-to-month,Yes,Electronic check,103.05,5364.8,No,0,80,5432,
6166-YIPFO,1,United States,California,Douglas City,96024,"40.586588, -122.903677",40.586588,-122.903677,Male,No,Yes,No,72,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,64.7,4746.05,No,0,36,6075,
7233-IOQNP,1,United States,California,Gazelle,96034,"41.411315, -122.697236",41.411315,-122.697236,Female,No,Yes,No,43,No,No phone service,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Bank transfer (automatic),34.0,1505.35,No,0,74,5409,
4957-SREEC,1,United States,California,Hayfork,96041,"40.547857, -123.187265",40.547857,-123.187265,Male,No,Yes,Yes,70,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),20.35,1458.1,No,0,69,5748,
0230-UBYPQ,1,United States,California,Hyampom,96046,"40.648024, -123.465088",40.648024,-123.465088,Male,Yes,Yes,No,63,No,No phone service,DSL,Yes,No,No,Yes,No,No,One year,No,Bank transfer (automatic),36.1,2298.9,No,0,48,5089,
1763-KUAAW,1,United States,California,Junction City,96048,"40.913192, -123.06597",40.913192,-123.06597,Female,Yes,No,No,18,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.35,369.6,No,0,30,4713,
1104-TNLZA,1,United States,California,Klamath River,96050,"41.816595, -122.948287",41.816595,-122.948287,Male,Yes,Yes,No,28,Yes,Yes,Fiber optic,No,Yes,No,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,105.8,2998,No,0,73,4174,
5195-KPUNQ,1,United States,California,Lakehead,96051,"40.883853, -122.418258",40.883853,-122.418258,Female,Yes,No,No,53,Yes,No,Fiber optic,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,96.75,5206.55,No,0,58,4766,
3439-GVUSX,1,United States,California,Lookout,96054,"41.280478, -121.160249",41.280478,-121.160249,Male,No,No,No,1,No,No phone service,DSL,No,No,No,No,No,No,Month-to-month,No,Mailed check,24.4,24.4,No,0,80,4570,
5203-XEHAX,1,United States,California,Macdoel,96058,"41.769709, -121.92063",41.769709,-121.92063,Female,No,No,No,34,Yes,No,DSL,Yes,Yes,No,No,No,Yes,One year,No,Electronic check,64.35,2053.05,No,0,48,3445,
1635-HDGFT,1,United States,California,Manton,96059,"40.426679, -121.850421",40.426679,-121.850421,Female,No,No,Yes,19,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.5,398.55,No,0,69,4855,
9828-QHFBK,1,United States,California,Montgomery Creek,96065,"40.877552, -121.885884",40.877552,-121.885884,Male,No,No,No,24,Yes,No,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,51.15,1275.7,No,0,35,5796,
0661-KQHNK,1,United States,California,Round Mountain,96084,"40.923558, -122.059933",40.923558,-122.059933,Female,No,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Credit card (automatic),19.0,105.5,No,0,46,5518,
8709-KRDVL,1,United States,California,Scott Bar,96085,"41.737962, -123.07557",41.737962,-123.07557,Female,No,No,No,33,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,100.0,3320.6,No,0,76,4643,
1427-VERSM,1,United States,California,Shasta,96087,"40.617614, -122.512861",40.617614,-122.512861,Female,No,Yes,No,56,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,Yes,Month-to-month,Yes,Electronic check,98.7,5669.5,No,0,44,5141,
9801-NOSHQ,1,United States,California,Shingletown,96088,"40.497441, -121.827524",40.497441,-121.827524,Male,No,No,Yes,23,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.8,465.45,No,0,49,3058,
3795-CAWEX,1,United States,California,Whitmore,96096,"40.637105, -121.906949",40.637105,-121.906949,Male,No,Yes,Yes,70,Yes,Yes,Fiber optic,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),116.55,8152.3,No,0,40,6116,
6215-NQCPY,1,United States,California,Yreka,96097,"41.764869, -122.671316",41.764869,-122.671316,Male,No,No,No,15,Yes,Yes,Fiber optic,Yes,No,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,99.7,1566.75,No,0,60,4157,
2978-XXSOG,1,United States,California,Doyle,96109,"40.012675, -120.101857",40.012675,-120.101857,Female,No,No,No,22,Yes,Yes,DSL,Yes,No,No,Yes,No,No,Month-to-month,Yes,Mailed check,59.05,1253.5,No,0,47,3995,
4955-VCWBI,1,United States,California,Markleeville,96120,"38.735789, -119.85798",38.735789,-119.85798,Female,No,Yes,Yes,43,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,20.0,817.95,No,0,76,4882,
3118-UHVVQ,1,United States,California,Calpine,96124,"39.672813, -120.456699",39.672813,-120.456699,Female,No,Yes,No,68,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.8,1911.5,No,0,21,4747,
5702-KVQRD,1,United States,California,Topaz,96133,"38.636052, -119.489162",38.636052,-119.489162,Male,No,Yes,No,71,Yes,No,DSL,Yes,No,Yes,Yes,Yes,Yes,Two year,Yes,Electronic check,82.55,5832.65,No,0,68,4668,
4909-JOUPP,1,United States,California,Tahoma,96142,"39.061227, -120.179546",39.061227,-120.179546,Male,Yes,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),109.7,7898.45,No,0,32,4319,
9696-RMYBA,1,United States,California,Los Angeles,90003,"33.964131, -118.272783",33.964131,-118.272783,Male,No,No,No,5,Yes,No,Fiber optic,No,No,No,No,Yes,No,Month-to-month,Yes,Mailed check,80.1,398.55,No,0,22,5225,
8822-KNBHV,1,United States,California,Los Angeles,90011,"34.00709, -118.258681",34.00709,-118.258681,Female,No,No,No,48,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),83.45,3887.85,No,0,58,4250,
6437-UDQJM,1,United States,California,Los Angeles,90023,"34.017697, -118.200577",34.017697,-118.200577,Female,Yes,Yes,No,72,Yes,Yes,DSL,Yes,Yes,Yes,No,Yes,Yes,Two year,Yes,Credit card (automatic),84.1,6129.65,No,0,62,4999,
1226-IENZN,1,United States,California,Los Angeles,90024,"34.066303, -118.435479",34.066303,-118.435479,Male,Yes,No,No,16,Yes,No,Fiber optic,No,No,No,No,No,Yes,Month-to-month,Yes,Electronic check,78.75,1218.25,No,0,74,4351,
8006-PYCSW,1,United States,California,Los Angeles,90040,"33.994524, -118.149953",33.994524,-118.149953,Female,No,No,No,2,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,20.1,39.8,No,0,65,2051,
4020-KIUDI,1,United States,California,Los Angeles,90044,"33.952714, -118.292061",33.952714,-118.292061,Male,No,Yes,Yes,6,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),19.85,138.85,No,0,42,2186,
0048-PIHNL,1,United States,California,Los Angeles,90058,"34.001617, -118.222274",34.001617,-118.222274,Female,No,Yes,No,49,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Bank transfer (automatic),20.45,900.9,No,0,20,6061,
0674-EYYZV,1,United States,California,Los Angeles,90065,"34.108833, -118.229715",34.108833,-118.229715,Female,No,No,No,1,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,Yes,Electronic check,54.65,54.65,No,0,74,5882,
5274-XHAKY,1,United States,California,Compton,90222,"33.912246, -118.236773",33.912246,-118.236773,Female,No,Yes,Yes,41,Yes,Yes,Fiber optic,Yes,Yes,No,No,Yes,No,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,No,0,43,2196,
4940-KHCWD,1,United States,California,Downey,90240,"33.956228, -118.120993",33.956228,-118.120993,Female,No,Yes,No,60,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,Two year,No,Bank transfer (automatic),37.7,2288.7,No,0,54,5148,
9388-ZEYVT,1,United States,California,Gardena,90247,"33.890853, -118.297967",33.890853,-118.297967,Male,No,No,No,43,No,No phone service,DSL,No,No,Yes,Yes,No,Yes,One year,No,Electronic check,44.15,1931.3,No,0,42,2522,
8292-FRFZQ,1,United States,California,Malibu,90263,"34.037037, -118.705803",34.037037,-118.705803,Female,No,No,No,39,No,No phone service,DSL,Yes,Yes,No,Yes,No,No,One year,No,Bank transfer (automatic),41.15,1700.9,No,0,67,3445,
8107-RZLNV,1,United States,California,South Gate,90280,"33.944624, -118.192615",33.944624,-118.192615,Male,No,Yes,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,Two year,Yes,Bank transfer (automatic),106.3,7565.35,No,0,62,4634,
0516-OOHAR,1,United States,California,Topanga,90290,"34.115192, -118.61017",34.115192,-118.61017,Male,No,Yes,Yes,28,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,No,Bank transfer (automatic),100.35,2799,No,0,50,3411,
3733-ZEECP,1,United States,California,Inglewood,90301,"33.956445, -118.358634",33.956445,-118.358634,Male,No,Yes,Yes,22,Yes,No,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,51.1,1232.9,No,0,34,5329,
7878-RTCZG,1,United States,California,Inglewood,90302,"33.975332, -118.355252",33.975332,-118.355252,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.9,19.9,No,0,80,4050,
7103-IPXPJ,1,United States,California,Inglewood,90305,"33.958134, -118.330905",33.958134,-118.330905,Male,No,Yes,No,50,Yes,Yes,Fiber optic,No,No,No,Yes,Yes,Yes,One year,No,Electronic check,99.4,5059.75,No,0,75,6479,
3545-CNWRG,1,United States,California,Santa Monica,90402,"34.035849, -118.503508",34.035849,-118.503508,Female,No,Yes,Yes,49,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,98.35,4889.2,No,0,39,4325,
2061-VVFST,1,United States,California,Whittier,90606,"33.976678, -118.065875",33.976678,-118.065875,Female,No,Yes,No,37,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No,0,72,3924,
0749-IRGQE,1,United States,California,Buena Park,90621,"33.874224, -117.993368",33.874224,-117.993368,Female,Yes,Yes,No,13,No,No phone service,DSL,No,No,No,No,Yes,Yes,Month-to-month,No,Electronic check,45.3,528.45,No,0,48,4118,
1272-ILHFG,1,United States,California,La Habra,90631,"33.940619, -117.9513",33.940619,-117.9513,Male,No,Yes,Yes,15,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Mailed check,19.65,332.65,No,0,71,5928,
6365-HITVU,1,United States,California,Santa Fe Springs,90670,"33.933565, -118.062611",33.933565,-118.062611,Female,No,Yes,Yes,71,Yes,No,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,No,Credit card (automatic),87.25,6328.7,No,0,38,4135,
9928-BZVLZ,1,United States,California,Sunset Beach,90742,"33.719221, -118.073596",33.719221,-118.073596,Female,No,No,No,12,No,No phone service,DSL,Yes,No,Yes,Yes,No,Yes,Two year,No,Mailed check,49.85,552.1,No,0,20,3100,
1591-MQJTP,1,United States,California,Long Beach,90804,"33.783047, -118.1486",33.783047,-118.1486,Male,Yes,Yes,No,51,Yes,Yes,Fiber optic,Yes,No,Yes,No,No,Yes,One year,Yes,Bank transfer (automatic),93.65,4839.15,No,0,68,4163,
5115-SQAAU,1,United States,California,Long Beach,90813,"33.781086, -118.199049",33.781086,-118.199049,Female,No,Yes,Yes,69,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No,0,60,6053,
7672-VFMXZ,1,United States,California,Long Beach,90815,"33.797638, -118.11662",33.797638,-118.11662,Male,No,Yes,No,57,Yes,No,DSL,Yes,No,No,Yes,No,No,Month-to-month,No,Electronic check,55.7,3171.6,No,0,22,4607,
1488-SYSFC,1,United States,California,Arcadia,91007,"34.128284, -118.047732",34.128284,-118.047732,Male,No,Yes,Yes,31,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,20.65,702.05,No,0,79,2990,
0970-QXPXW,1,United States,California,Monrovia,91016,"34.1528, -118.000482",34.1528,-118.000482,Female,No,No,No,1,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Mailed check,19.65,19.65,No,0,25,5454,
9572-WUKSB,1,United States,California,South Pasadena,91030,"34.110444, -118.156957",34.110444,-118.156957,Male,No,Yes,No,3,No,No phone service,DSL,No,No,No,Yes,No,No,Month-to-month,Yes,Electronic check,29.9,92.25,No,0,23,4416,
0076-LVEPS,1,United States,California,Tujunga,91042,"34.296574, -118.244839",34.296574,-118.244839,Male,No,No,Yes,29,No,No phone service,DSL,Yes,Yes,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,45.0,1242.45,No,0,73,3290,
3640-JQGJG,1,United States,California,Pasadena,91101,"34.146635, -118.139225",34.146635,-118.139225,Male,No,Yes,Yes,13,Yes,No,DSL,No,No,No,No,No,No,Month-to-month,No,Bank transfer (automatic),44.8,559.2,No,0,44,4680,
9867-XOBQA,1,United States,California,Pasadena,91105,"34.13946, -118.166649",34.13946,-118.166649,Female,No,No,Yes,21,No,No phone service,DSL,Yes,Yes,Yes,Yes,Yes,No,Two year,No,Mailed check,53.15,1183.2,No,0,29,3461,
8725-JEDFD,1,United States,California,Calabasas,91302,"34.130861, -118.68346",34.130861,-118.68346,Male,No,No,No,27,Yes,No,Fiber optic,No,No,No,No,No,No,Month-to-month,Yes,Mailed check,69.05,1793.25,No,0,27,3241,
5681-LLOEI,1,United States,California,Encino,91316,"34.150354, -118.518292",34.150354,-118.518292,Male,No,Yes,Yes,43,Yes,Yes,Fiber optic,Yes,No,Yes,Yes,No,No,One year,Yes,Credit card (automatic),91.25,4013.8,No,0,30,5884,
4707-MAXGU,1,United States,California,Canyon Country,91351,"34.422519, -118.420717",34.422519,-118.420717,Male,No,Yes,No,72,Yes,Yes,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Credit card (automatic),25.85,1872.2,No,0,45,5514,
5022-KVDQT,1,United States,California,Woodland Hills,91364,"34.153733, -118.593408",34.153733,-118.593408,Male,No,No,No,27,Yes,Yes,Fiber optic,No,No,Yes,No,No,No,Month-to-month,Yes,Electronic check,81.3,2272.8,No,0,72,5158,
9173-IVZVP,1,United States,California,Sherman Oaks,91403,"34.147149, -118.463365",34.147149,-118.463365,Female,No,Yes,Yes,53,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Mailed check,20.9,1146.05,No,0,64,4254,
6897-UUBNU,1,United States,California,North Hollywood,91602,"34.15136, -118.364786",34.15136,-118.364786,Male,No,No,No,29,Yes,No,Fiber optic,No,Yes,No,Yes,Yes,No,Month-to-month,No,Mailed check,89.65,2623.65,No,0,51,2681,
8930-XOTDP,1,United States,California,North Hollywood,91606,"34.187599, -118.387125",34.187599,-118.387125,Female,No,Yes,Yes,18,Yes,No,DSL,No,No,No,No,Yes,No,Month-to-month,No,Mailed check,55.95,1082.8,No,0,76,2035,
8465-SBRXP,1,United States,California,Baldwin Park,91706,"34.098275, -117.967399",34.098275,-117.967399,Male,No,Yes,Yes,38,Yes,Yes,Fiber optic,No,No,Yes,Yes,Yes,No,Two year,Yes,Bank transfer (automatic),94.9,3616.25,No,0,33,2436,
8738-JOKAR,1,United States,California,Covina,91722,"34.097345, -117.906736",34.097345,-117.906736,Female,No,No,No,42,Yes,No,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Mailed check,67.7,2882.25,No,0,36,5034,
1930-WNXSB,1,United States,California,Covina,91724,"34.08111, -117.853935",34.08111,-117.853935,Male,No,Yes,Yes,58,Yes,No,Fiber optic,No,Yes,No,No,Yes,Yes,Month-to-month,Yes,Electronic check,92.85,5305.05,No,0,36,4879,
0657-DOGUM,1,United States,California,Rancho Cucamonga,91739,"34.133809, -117.523724",34.133809,-117.523724,Female,No,Yes,No,48,Yes,Yes,DSL,Yes,No,No,Yes,No,No,One year,Yes,Bank transfer (automatic),60.6,2985.25,No,0,76,4077,
6369-MCAKO,1,United States,California,Monterey Park,91755,"34.049172, -118.115022",34.049172,-118.115022,Female,No,Yes,Yes,68,Yes,Yes,DSL,Yes,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Bank transfer (automatic),89.05,6185.8,No,0,49,5001,
7952-OBOYL,1,United States,California,Upland,91786,"34.105493, -117.660934",34.105493,-117.660934,Male,No,No,No,3,Yes,No,Fiber optic,No,No,Yes,Yes,Yes,No,Month-to-month,Yes,Mailed check,89.85,244.45,No,0,53,4096,
7470-DYNOE,1,United States,California,Walnut,91789,"34.018354, -117.85492",34.018354,-117.85492,Male,No,No,No,53,Yes,No,DSL,No,No,Yes,No,No,Yes,One year,Yes,Electronic check,61.1,3357.9,No,0,35,5940,
1956-YIFGE,1,United States,California,Boulevard,91905,"32.677097, -116.304991",32.677097,-116.304991,Male,No,Yes,Yes,22,Yes,No,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Mailed check,100.05,2090.25,No,0,64,3274,
7921-LMDFQ,1,United States,California,Chula Vista,91910,"32.636792, -117.054989",32.636792,-117.054989,Male,Yes,No,No,51,Yes,No,Fiber optic,No,No,Yes,No,Yes,Yes,One year,Yes,Bank transfer (automatic),94.0,4905.75,No,0,77,6034,
2925-MXLSX,1,United States,California,Chula Vista,91911,"32.607964, -117.059459",32.607964,-117.059459,Female,No,No,No,30,Yes,Yes,DSL,No,Yes,Yes,No,Yes,No,One year,Yes,Credit card (automatic),68.95,2038.7,No,0,30,4403,
5820-PTRYM,1,United States,California,Chula Vista,91913,"32.64164, -116.985026",32.64164,-116.985026,Female,Yes,Yes,No,56,Yes,Yes,DSL,Yes,Yes,Yes,Yes,No,No,One year,Yes,Credit card (automatic),68.45,4014,No,0,79,4368,
2904-GGUAZ,1,United States,California,Potrero,91963,"32.619465, -116.593605",32.619465,-116.593605,Female,No,Yes,No,72,Yes,Yes,Fiber optic,Yes,Yes,No,No,No,No,Two year,Yes,Bank transfer (automatic),84.05,6052.25,No,0,47,5515,
9398-MMQTO,1,United States,California,Borrego Springs,92004,"33.200369, -116.192313",33.200369,-116.192313,Male,No,No,No,3,Yes,No,Fiber optic,No,Yes,No,No,No,No,Month-to-month,No,Credit card (automatic),74.45,221.1,No,0,61,3956,
0357-NVCRI,1,United States,California,El Cajon,92021,"32.832706, -116.873258",32.832706,-116.873258,Female,No,No,Yes,25,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,No,Credit card (automatic),20.05,471.7,No,0,24,2192,
2371-KFUOG,1,United States,California,Escondido,92025,"33.081478, -117.033814",33.081478,-117.033814,Male,No,No,No,58,Yes,No,Fiber optic,Yes,Yes,No,No,Yes,Yes,One year,No,Bank transfer (automatic),99.15,5720.95,No,0,26,6409,
4616-ULAOA,1,United States,California,Escondido,92029,"33.079834, -117.134275",33.079834,-117.134275,Female,No,Yes,Yes,65,Yes,Yes,Fiber optic,No,Yes,Yes,Yes,Yes,Yes,Two year,Yes,Credit card (automatic),110.8,7245.9,No,0,23,6332,
7746-AWNQW,1,United States,California,La Jolla,92037,"32.853743, -117.25034",32.853743,-117.25034,Female,No,No,No,28,No,No phone service,DSL,No,No,Yes,Yes,No,No,Month-to-month,Yes,Mailed check,35.75,961.4,No,0,69,2431,
5996-EBTKM,1,United States,California,Lakeside,92040,"32.909873, -116.906774",32.909873,-116.906774,Female,No,Yes,Yes,67,Yes,Yes,DSL,No,No,Yes,Yes,No,Yes,Two year,Yes,Bank transfer (automatic),69.9,4615.9,No,0,21,6079,
2405-LBMUW,1,United States,California,Oceanside,92057,"33.254497, -117.285879",33.254497,-117.285879,Female,No,Yes,Yes,61,No,No phone service,DSL,Yes,Yes,No,Yes,No,Yes,One year,Yes,Bank transfer (automatic),50.7,3088.75,No,0,22,5024,
3454-JFUBC,1,United States,California,Pala,92059,"33.384345, -117.072619",33.384345,-117.072619,Male,Yes,No,No,68,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,Yes,Credit card (automatic),20.0,1396,No,0,55,6136,
2898-MRKPI,1,United States,California,Ranchita,92066,"33.215251, -116.53633",33.215251,-116.53633,Male,No,Yes,Yes,68,Yes,Yes,Fiber optic,No,Yes,No,No,Yes,Yes,One year,Yes,Credit card (automatic),101.05,6770.5,No,0,32,5570,
3648-GZPHF,1,United States,California,San Marcos,92069,"33.162624, -117.170863",33.162624,-117.170863,Male,No,Yes,Yes,32,No,No phone service,DSL,No,No,Yes,Yes,No,No,One year,Yes,Mailed check,36.25,1151.05,No,0,45,2609,
3914-FDRHP,1,United States,California,Warner Springs,92086,"33.323705, -116.626907",33.323705,-116.626907,Male,No,No,No,9,Yes,No,Fiber optic,No,No,No,Yes,Yes,No,Month-to-month,No,Electronic check,86.25,770.5,No,0,42,4754,
1024-KPRBB,1,United States,California,San Diego,92101,"32.72523, -117.171346",32.72523,-117.171346,Female,No,No,No,38,Yes,No,Fiber optic,No,No,No,No,Yes,Yes,One year,Yes,Mailed check,89.1,3342,No,0,56,2675,
6598-KELSS,1,United States,California,San Diego,92108,"32.774046, -117.142454",32.774046,-117.142454,Male,No,No,Yes,50,No,No phone service,DSL,Yes,Yes,No,No,Yes,No,One year,Yes,Bank transfer (automatic),43.05,2208.05,No,0,41,5409,
6967-PEJLL,1,United States,California,San Diego,92129,"32.961064, -117.134917",32.961064,-117.134917,Male,No,Yes,Yes,37,No,No phone service,DSL,Yes,No,Yes,Yes,No,No,One year,Yes,Electronic check,40.2,1525.35,No,0,48,2308,
1389-WNUIB,1,United States,California,San Diego,92154,"32.578103, -117.012975",32.578103,-117.012975,Female,No,Yes,Yes,20,Yes,Yes,DSL,Yes,No,No,No,Yes,Yes,One year,No,Bank transfer (automatic),76.0,1588.75,No,0,69,4085,
0052-YNYOT,1,United States,California,Calexico,92231,"32.690654, -115.431225",32.690654,-115.431225,Female,No,No,No,67,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,One year,No,Electronic check,20.55,1343.4,No,0,72,5462,
0666-UXTJO,1,United States,California,Morongo Valley,92256,"34.097863, -116.594561",34.097863,-116.594561,Male,Yes,Yes,No,34,Yes,No,Fiber optic,No,No,Yes,No,Yes,No,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,No,0,27,5393,
4807-IZYOZ,1,United States,California,North Palm Springs,92258,"33.906496, -116.569499",33.906496,-116.569499,Female,No,No,No,51,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Two year,No,Bank transfer (automatic),20.65,1020.75,No,0,70,4725,
9837-FWLCH,1,United States,California,Palm Springs,92262,"33.839989, -116.659215",33.839989,-116.659215,Male,No,Yes,Yes,12,Yes,No,No,No internet service,No internet service,No internet service,No internet service,No internet service,No internet service,Month-to-month,Yes,Electronic check,19.2,239,No,0,73,3101,
7203-OYKCT,1,United States,California,Palo Verde,92266,"33.3249, -114.758334",33.3249,-114.758334,Male,No,No,No,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Electronic check,104.95,7544.3,No,0,20,5760,
2234-XADUH,1,United States,California,Amboy,92304,"34.559882, -115.637164",34.559882,-115.637164,Female,No,Yes,Yes,72,Yes,Yes,Fiber optic,No,Yes,Yes,No,Yes,Yes,One year,Yes,Credit card (automatic),103.2,7362.9,No,0,71,5560,
4801-JZAZL,1,United States,California,Angelus Oaks,92305,"34.1678, -116.86433",34.1678,-116.86433,Female,No,Yes,Yes,11,No,No phone service,DSL,Yes,No,No,No,No,No,Month-to-month,Yes,Electronic check,29.6,346.45,No,0,59,2793,