tenure,Contract,PaperlessBilling,PaymentMethod,MonthlyCharges,TotalCharges,InternetService,TechSupport,OnlineSecurity,SeniorCitizen,Churn
1,Month-to-month,Yes,Electronic check,29.85,29.85,DSL,No,No,0,No
34,One year,No,Mailed check,56.95,1889.5,DSL,No,Yes,0,No
2,Month-to-month,Yes,Mailed check,53.85,108.15,DSL,No,Yes,0,Yes
45,One year,No,Bank transfer (automatic),42.3,1840.75,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,70.7,151.65,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Electronic check,99.65,820.5,Fiber optic,No,No,0,Yes
22,Month-to-month,Yes,Credit card (automatic),89.1,1949.4,Fiber optic,No,No,0,No
10,Month-to-month,No,Mailed check,29.75,301.9,DSL,No,Yes,0,No
28,Month-to-month,Yes,Electronic check,104.8,3046.05,Fiber optic,Yes,No,0,Yes
62,One year,No,Bank transfer (automatic),56.15,3487.95,DSL,No,Yes,0,No
13,Month-to-month,Yes,Mailed check,49.95,587.45,DSL,No,Yes,0,No
16,Two year,No,Credit card (automatic),18.95,326.8,No,No internet service,No internet service,0,No
58,One year,No,Credit card (automatic),100.35,5681.1,Fiber optic,No,No,0,No
49,Month-to-month,Yes,Bank transfer (automatic),103.7,5036.3,Fiber optic,No,No,0,Yes
25,Month-to-month,Yes,Electronic check,105.5,2686.05,Fiber optic,Yes,Yes,0,No
69,Two year,No,Credit card (automatic),113.25,7895.15,Fiber optic,Yes,Yes,0,No
52,One year,No,Mailed check,20.65,1022.95,No,No internet service,No internet service,0,No
71,Two year,No,Bank transfer (automatic),106.7,7382.25,Fiber optic,No,Yes,0,No
10,Month-to-month,No,Credit card (automatic),55.2,528.35,DSL,Yes,No,0,Yes
21,Month-to-month,Yes,Electronic check,90.05,1862.9,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,39.65,39.65,DSL,No,No,1,Yes
12,One year,No,Bank transfer (automatic),19.8,202.25,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.15,20.15,No,No internet service,No internet service,0,Yes
58,Two year,Yes,Credit card (automatic),59.9,3505.1,DSL,Yes,No,0,No
49,Month-to-month,No,Credit card (automatic),59.6,2970.3,DSL,Yes,Yes,0,No
30,Month-to-month,Yes,Bank transfer (automatic),55.3,1530.6,DSL,No,Yes,0,No
47,Month-to-month,Yes,Electronic check,99.35,4749.15,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,30.2,30.2,DSL,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),90.25,6369.45,DSL,Yes,Yes,0,No
17,Month-to-month,Yes,Mailed check,64.7,1093.1,DSL,No,No,0,Yes
71,Two year,Yes,Credit card (automatic),96.35,6766.95,Fiber optic,Yes,Yes,1,No
2,Month-to-month,Yes,Credit card (automatic),95.5,181.65,Fiber optic,No,No,1,No
27,One year,No,Mailed check,66.15,1874.45,DSL,Yes,Yes,0,No
1,Month-to-month,No,Bank transfer (automatic),20.2,20.2,No,No internet service,No internet service,0,No
1,Month-to-month,No,Bank transfer (automatic),45.25,45.25,DSL,No,No,1,No
72,Two year,No,Bank transfer (automatic),99.9,7251.7,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,69.7,316.9,Fiber optic,No,No,0,Yes
46,Month-to-month,Yes,Credit card (automatic),74.8,3548.3,Fiber optic,No,No,0,No
34,Month-to-month,Yes,Electronic check,106.35,3549.25,Fiber optic,No,No,0,Yes
11,Month-to-month,Yes,Bank transfer (automatic),97.85,1105.4,Fiber optic,No,No,0,Yes
10,One year,No,Mailed check,49.55,475.7,DSL,No,No,0,No
70,Two year,Yes,Credit card (automatic),69.2,4872.35,DSL,No,Yes,0,No
17,One year,No,Mailed check,20.75,418.25,No,No internet service,No internet service,0,No
63,Two year,Yes,Credit card (automatic),79.85,4861.45,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Electronic check,76.2,981.45,DSL,Yes,Yes,0,No
49,Month-to-month,Yes,Electronic check,84.5,3906.7,Fiber optic,No,No,0,No
2,Month-to-month,No,Mailed check,49.25,97,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,80.65,144.15,Fiber optic,No,No,0,Yes
52,Two year,Yes,Credit card (automatic),79.75,4217.8,DSL,Yes,Yes,0,No
69,Two year,Yes,Credit card (automatic),64.15,4254.1,DSL,Yes,Yes,0,No
43,Month-to-month,Yes,Electronic check,90.25,3838.75,Fiber optic,No,No,1,No
15,Month-to-month,Yes,Credit card (automatic),99.1,1426.4,Fiber optic,No,Yes,0,Yes
25,Month-to-month,Yes,Credit card (automatic),69.5,1752.65,DSL,Yes,Yes,1,No
8,Month-to-month,Yes,Credit card (automatic),80.65,633.3,Fiber optic,No,No,1,Yes
60,One year,Yes,Credit card (automatic),74.85,4456.35,DSL,Yes,Yes,1,No
18,Month-to-month,Yes,Electronic check,95.45,1752.55,Fiber optic,No,No,1,Yes
63,One year,Yes,Credit card (automatic),99.65,6311.2,Fiber optic,No,Yes,0,No
66,One year,Yes,Electronic check,108.45,7076.35,Fiber optic,Yes,No,1,No
34,Two year,No,Credit card (automatic),24.95,894.3,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),107.5,7853.7,Fiber optic,Yes,No,0,No
47,Month-to-month,Yes,Electronic check,100.5,4707.1,Fiber optic,No,No,0,No
60,Month-to-month,Yes,Bank transfer (automatic),89.9,5450.7,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),42.1,2962,DSL,No,Yes,0,No
18,One year,Yes,Credit card (automatic),54.4,957.1,DSL,Yes,No,0,No
9,Month-to-month,No,Electronic check,94.4,857.25,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,75.3,244.1,DSL,Yes,No,0,No
47,One year,Yes,Electronic check,78.9,3650.35,Fiber optic,No,No,0,No
31,Two year,No,Mailed check,79.2,2497.2,DSL,Yes,No,0,No
50,Two year,No,Bank transfer (automatic),20.15,930.9,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Mailed check,79.85,887.35,Fiber optic,No,Yes,0,No
1,Month-to-month,No,Mailed check,49.05,49.05,DSL,Yes,No,0,No
52,One year,Yes,Electronic check,20.4,1090.65,No,No internet service,No internet service,0,No
64,Two year,Yes,Bank transfer (automatic),111.6,7099,Fiber optic,Yes,Yes,1,No
62,Two year,Yes,Bank transfer (automatic),24.25,1424.6,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Bank transfer (automatic),64.5,177.4,DSL,Yes,Yes,0,No
56,One year,No,Electronic check,110.5,6139.5,Fiber optic,No,Yes,1,No
46,One year,No,Credit card (automatic),55.65,2688.85,DSL,No,No,0,No
8,Month-to-month,No,Mailed check,54.65,482.25,DSL,No,Yes,0,No
30,Month-to-month,Yes,Electronic check,74.75,2111.3,DSL,No,Yes,1,No
45,One year,Yes,Credit card (automatic),25.9,1216.6,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.35,79.35,Fiber optic,No,No,0,Yes
11,Month-to-month,No,Electronic check,50.55,565.35,DSL,No,Yes,0,No
7,Month-to-month,Yes,Bank transfer (automatic),75.15,496.9,Fiber optic,No,No,0,Yes
42,Month-to-month,Yes,Bank transfer (automatic),103.8,4327.5,Fiber optic,Yes,No,0,No
49,Two year,Yes,Bank transfer (automatic),20.15,973.35,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Credit card (automatic),99.3,918.75,Fiber optic,No,No,0,No
35,One year,Yes,Bank transfer (automatic),62.15,2215.45,DSL,No,Yes,0,No
48,Two year,No,Bank transfer (automatic),20.65,1057,No,No internet service,No internet service,0,No
46,Two year,Yes,Mailed check,19.95,927.1,No,No internet service,No internet service,0,No
29,Month-to-month,No,Mailed check,33.75,1009.25,DSL,No,No,0,No
30,Month-to-month,No,Bank transfer (automatic),82.05,2570.2,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,74.7,74.7,Fiber optic,Yes,No,1,No
66,Two year,Yes,Mailed check,84,5714.25,DSL,Yes,Yes,0,No
65,Month-to-month,Yes,Credit card (automatic),111.05,7107,Fiber optic,No,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),100.9,7459.05,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Electronic check,78.95,927.35,Fiber optic,No,Yes,0,Yes
71,One year,Yes,Credit card (automatic),66.85,4748.7,DSL,Yes,Yes,0,No
5,Month-to-month,No,Mailed check,21.05,113.85,No,No internet service,No internet service,0,Yes
52,Two year,No,Bank transfer (automatic),21,1107.2,No,No internet service,No internet service,0,No
25,Month-to-month,Yes,Electronic check,98.5,2514.5,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Mailed check,20.2,20.2,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,19.45,19.45,No,No internet service,No internet service,0,No
38,One year,No,Bank transfer (automatic),95,3605.6,Fiber optic,Yes,No,0,No
66,One year,No,Bank transfer (automatic),45.55,3027.25,DSL,No,No,1,No
68,Two year,Yes,Bank transfer (automatic),110,7611.85,Fiber optic,Yes,No,0,Yes
5,Month-to-month,No,Mailed check,24.3,100.2,DSL,No,No,0,No
72,One year,Yes,Electronic check,104.15,7303.05,Fiber optic,No,Yes,0,No
32,One year,No,Mailed check,30.15,927.65,DSL,No,Yes,0,No
43,One year,No,Mailed check,94.35,3921.3,Fiber optic,No,No,0,No
72,Two year,No,Credit card (automatic),19.4,1363.25,No,No internet service,No internet service,0,No
55,Month-to-month,Yes,Electronic check,96.75,5238.9,Fiber optic,No,Yes,0,Yes
52,One year,No,Credit card (automatic),57.95,3042.25,DSL,Yes,Yes,0,No
43,Month-to-month,Yes,Electronic check,91.65,3954.1,Fiber optic,No,No,0,No
37,Month-to-month,Yes,Electronic check,76.5,2868.15,Fiber optic,No,No,1,Yes
64,Two year,Yes,Electronic check,54.6,3423.5,DSL,Yes,No,0,No
3,Month-to-month,No,Electronic check,89.85,248.4,Fiber optic,No,Yes,0,No
36,Two year,No,Bank transfer (automatic),31.05,1126.35,DSL,No,Yes,0,No
10,Month-to-month,Yes,Electronic check,100.25,1064.65,Fiber optic,No,Yes,0,Yes
41,Two year,No,Mailed check,20.65,835.15,No,No internet service,No internet service,0,No
27,Month-to-month,Yes,Credit card (automatic),85.2,2151.6,Fiber optic,Yes,No,0,No
56,One year,Yes,Credit card (automatic),99.8,5515.45,Fiber optic,No,No,0,No
6,Month-to-month,No,Mailed check,20.7,112.75,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,74.4,229.55,Fiber optic,No,No,0,Yes
7,Month-to-month,No,Mailed check,50.7,350.35,DSL,No,Yes,0,No
4,Month-to-month,No,Mailed check,20.85,62.9,No,No internet service,No internet service,0,No
33,Two year,Yes,Electronic check,88.95,3027.65,Fiber optic,Yes,Yes,0,No
27,Month-to-month,Yes,Electronic check,78.05,2135.5,Fiber optic,No,No,1,Yes
72,Two year,Yes,Bank transfer (automatic),23.55,1723.95,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,19.75,19.75,No,No internet service,No internet service,0,No
71,One year,Yes,Electronic check,56.45,3985.35,DSL,No,Yes,1,No
13,Month-to-month,Yes,Electronic check,85.95,1215.65,Fiber optic,No,No,0,No
25,Month-to-month,Yes,Credit card (automatic),58.6,1502.65,DSL,No,Yes,0,Yes
67,Two year,No,Bank transfer (automatic),50.55,3260.1,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,35.45,35.45,DSL,No,No,0,Yes
2,Month-to-month,No,Electronic check,44.35,81.25,DSL,No,No,0,Yes
43,Two year,Yes,Credit card (automatic),25.7,1188.2,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Bank transfer (automatic),75,1778.5,Fiber optic,No,Yes,0,No
64,Two year,No,Mailed check,20.2,1277.75,No,No internet service,No internet service,0,No
57,Two year,Yes,Mailed check,19.6,1170.55,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,70.45,70.45,Fiber optic,No,No,1,Yes
72,Two year,Yes,Credit card (automatic),88.05,6425.65,DSL,Yes,Yes,1,No
8,Month-to-month,No,Electronic check,71.15,563.65,DSL,Yes,Yes,0,Yes
61,Two year,Yes,Bank transfer (automatic),101.05,5971.25,Fiber optic,No,No,0,No
64,One year,Yes,Credit card (automatic),84.3,5289.05,Fiber optic,No,Yes,0,No
71,Two year,No,Bank transfer (automatic),23.95,1756.2,No,No internet service,No internet service,1,No
65,Two year,Yes,Credit card (automatic),99.05,6416.7,Fiber optic,Yes,Yes,0,No
3,One year,No,Mailed check,19.6,61.35,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,45.65,45.65,DSL,No,No,0,Yes
30,One year,No,Credit card (automatic),64.5,1929.95,DSL,No,No,0,No
15,Month-to-month,Yes,Mailed check,69.5,1071.4,DSL,Yes,No,0,No
8,Month-to-month,Yes,Electronic check,68.55,564.35,DSL,Yes,No,0,No
7,Month-to-month,No,Mailed check,95,655.5,Fiber optic,No,No,0,Yes
70,One year,Yes,Credit card (automatic),108.15,7930.55,Fiber optic,No,Yes,0,No
62,Two year,No,Electronic check,86.1,5215.25,DSL,Yes,Yes,0,No
6,Month-to-month,No,Mailed check,19.7,113.5,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Bank transfer (automatic),80.9,1152.8,Fiber optic,No,No,0,No
22,Month-to-month,Yes,Bank transfer (automatic),84.15,1821.95,Fiber optic,No,No,0,No
22,One year,No,Mailed check,20.15,419.9,No,No internet service,No internet service,0,No
16,Two year,No,Mailed check,64.25,1024,DSL,No,Yes,0,No
10,Two year,No,Bank transfer (automatic),25.7,251.6,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,56,764.55,DSL,No,Yes,0,No
20,Month-to-month,No,Electronic check,82.4,1592.35,Fiber optic,No,Yes,0,Yes
2,Month-to-month,Yes,Electronic check,69.7,135.2,Fiber optic,No,No,0,No
53,Two year,Yes,Bank transfer (automatic),73.9,3958.25,DSL,Yes,No,0,No
11,One year,No,Mailed check,20.6,233.9,No,No internet service,No internet service,0,No
69,Two year,No,Mailed check,19.9,1363.45,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Bank transfer (automatic),70.9,273,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),89.05,6254.45,DSL,Yes,Yes,0,No
58,Month-to-month,Yes,Electronic check,45.3,2651.2,DSL,No,No,1,Yes
16,Month-to-month,No,Electronic check,20.4,321.4,No,No internet service,No internet service,0,No
43,One year,Yes,Bank transfer (automatic),84.25,3539.25,Fiber optic,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,104.4,242.8,Fiber optic,Yes,No,0,Yes
14,Two year,No,Mailed check,81.95,1181.75,DSL,Yes,No,0,No
53,One year,Yes,Bank transfer (automatic),94.85,5000.2,Fiber optic,No,No,0,Yes
32,One year,No,Bank transfer (automatic),20.55,654.55,No,No internet service,No internet service,0,No
34,Month-to-month,No,Electronic check,24.7,780.2,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Mailed check,74.45,1145.7,Fiber optic,No,No,1,Yes
7,Month-to-month,No,Bank transfer (automatic),76.45,503.6,Fiber optic,No,Yes,1,Yes
15,Month-to-month,Yes,Bank transfer (automatic),105.35,1559.25,Fiber optic,No,No,0,No
61,One year,Yes,Credit card (automatic),20.55,1252,No,No internet service,No internet service,0,No
1,Month-to-month,No,Bank transfer (automatic),29.95,29.95,DSL,No,No,0,Yes
1,Month-to-month,No,Mailed check,45.3,45.3,DSL,No,No,0,No
8,Month-to-month,No,Bank transfer (automatic),84.5,662.65,Fiber optic,No,No,0,Yes
33,One year,No,Credit card (automatic),74.75,2453.3,DSL,No,Yes,0,No
13,Month-to-month,Yes,Electronic check,79.25,1111.65,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,24.8,24.8,DSL,No,No,0,Yes
20,Month-to-month,Yes,Mailed check,51.8,1023.85,DSL,No,No,0,No
3,Month-to-month,No,Electronic check,30.4,82.15,DSL,Yes,No,0,No
13,One year,No,Electronic check,19.65,244.8,No,No internet service,No internet service,0,No
40,Month-to-month,No,Credit card (automatic),56.6,2379.1,DSL,No,No,0,No
43,One year,Yes,Credit card (automatic),71.9,3173.35,DSL,Yes,Yes,0,No
6,Month-to-month,Yes,Electronic check,91,531,Fiber optic,No,No,0,Yes
69,Two year,No,Bank transfer (automatic),19.75,1375.4,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),109.7,8129.3,Fiber optic,No,Yes,0,No
59,Two year,No,Credit card (automatic),19.3,1192.7,No,No internet service,No internet service,0,No
20,Month-to-month,Yes,Electronic check,96.55,1901.65,Fiber optic,Yes,Yes,0,No
24,Two year,Yes,Bank transfer (automatic),24.1,587.4,No,No internet service,No internet service,0,No
59,Month-to-month,Yes,Electronic check,111.35,6519.75,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),112.25,8041.65,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.75,20.75,No,No internet service,No internet service,0,No
27,One year,Yes,Credit card (automatic),101.9,2681.15,Fiber optic,Yes,Yes,0,No
14,Month-to-month,Yes,Credit card (automatic),80.05,1112.3,Fiber optic,Yes,No,0,No
71,Two year,No,Electronic check,105.55,7405.5,Fiber optic,No,Yes,0,No
13,Month-to-month,Yes,Credit card (automatic),78.3,1033.95,Fiber optic,No,No,0,No
44,Month-to-month,No,Credit card (automatic),68.85,2958.95,Fiber optic,No,No,0,No
33,One year,Yes,Bank transfer (automatic),79.95,2684.85,Fiber optic,Yes,No,0,No
72,Two year,Yes,Credit card (automatic),55.45,4179.2,DSL,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,79.9,79.9,Fiber optic,No,No,0,Yes
19,Month-to-month,Yes,Electronic check,106.6,1934.45,Fiber optic,Yes,Yes,0,Yes
64,One year,Yes,Credit card (automatic),102.45,6654.1,Fiber optic,Yes,No,0,No
2,Month-to-month,Yes,Credit card (automatic),46,84.5,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,25.25,25.25,DSL,No,No,0,No
61,Two year,No,Mailed check,19.75,1124.2,No,No internet service,No internet service,0,No
29,One year,No,Electronic check,20,540.05,No,No internet service,No internet service,0,No
23,Month-to-month,No,Electronic check,86.8,1975.85,Fiber optic,No,No,1,No
57,Month-to-month,Yes,Bank transfer (automatic),58.75,3437.45,DSL,No,Yes,0,No
72,Two year,No,Credit card (automatic),45.25,3139.8,DSL,Yes,Yes,0,No
66,Two year,Yes,Bank transfer (automatic),56.6,3789.2,DSL,Yes,Yes,0,No
65,Two year,Yes,Bank transfer (automatic),84.2,5324.5,DSL,Yes,No,0,No
8,Month-to-month,Yes,Bank transfer (automatic),80,624.6,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Electronic check,70.15,268.35,Fiber optic,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),24.75,1836.9,No,No internet service,No internet service,0,No
1,One year,Yes,Electronic check,20.2,20.2,No,No internet service,No internet service,0,No
4,Month-to-month,No,Mailed check,50.05,179.35,DSL,Yes,No,0,Yes
12,One year,Yes,Bank transfer (automatic),19.35,219.35,No,No internet service,No internet service,0,No
24,One year,Yes,Mailed check,50.6,1288.75,DSL,No,Yes,0,No
31,One year,Yes,Mailed check,81.15,2545.75,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,55.2,55.2,DSL,No,No,0,Yes
30,Month-to-month,Yes,Credit card (automatic),89.9,2723.15,Fiber optic,Yes,No,0,No
47,Two year,Yes,Credit card (automatic),85.3,4107.25,DSL,Yes,Yes,0,No
54,Two year,Yes,Credit card (automatic),108,5760.65,Fiber optic,Yes,Yes,0,No
50,Month-to-month,Yes,Credit card (automatic),93.5,4747.5,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,84.6,84.6,Fiber optic,No,Yes,0,Yes
72,Two year,No,Credit card (automatic),20.25,1566.9,No,No internet service,No internet service,0,No
29,Month-to-month,No,Electronic check,25.15,702,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Mailed check,54.4,114.1,DSL,No,No,0,Yes
10,Two year,Yes,Mailed check,29.6,299.05,DSL,Yes,No,0,No
18,Month-to-month,Yes,Electronic check,73.15,1305.95,Fiber optic,No,No,0,No
11,Month-to-month,Yes,Electronic check,95,1120.3,Fiber optic,No,No,1,Yes
16,Two year,No,Mailed check,19.75,284.35,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),86.6,6350.5,DSL,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),109.2,7878.3,Fiber optic,Yes,No,0,No
41,One year,Yes,Credit card (automatic),74.7,3187.65,DSL,Yes,Yes,0,No
65,Month-to-month,No,Electronic check,94.4,6126.15,Fiber optic,No,Yes,1,No
13,Month-to-month,Yes,Electronic check,54.8,731.3,DSL,No,No,1,No
4,Month-to-month,No,Electronic check,75.35,273.4,Fiber optic,No,Yes,1,No
41,One year,No,Mailed check,65,2531.8,DSL,No,No,0,No
15,Month-to-month,Yes,Electronic check,74.4,1074.3,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Mailed check,48.55,48.55,DSL,No,Yes,0,Yes
42,One year,Yes,Electronic check,99,4298.45,Fiber optic,No,Yes,0,No
51,One year,Yes,Electronic check,93.5,4619.55,Fiber optic,No,Yes,0,No
2,Month-to-month,No,Electronic check,70.4,147.15,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,40.2,40.2,DSL,No,No,1,Yes
32,One year,No,Credit card (automatic),83.7,2633.3,DSL,Yes,No,0,No
10,Month-to-month,Yes,Mailed check,19.85,193.05,No,No internet service,No internet service,0,No
67,Two year,Yes,Electronic check,59.55,4103.9,DSL,Yes,No,0,No
61,Two year,No,Credit card (automatic),115.1,7008.15,Fiber optic,Yes,Yes,0,No
50,One year,No,Credit card (automatic),114.35,5791.1,Fiber optic,Yes,Yes,0,No
2,Month-to-month,Yes,Credit card (automatic),44.6,80.55,DSL,No,No,0,Yes
29,Month-to-month,Yes,Electronic check,45,1228.65,DSL,No,Yes,1,No
3,Month-to-month,Yes,Electronic check,41.15,132.2,DSL,No,No,1,Yes
13,Month-to-month,Yes,Electronic check,106.9,1364.3,Fiber optic,No,No,1,Yes
57,Month-to-month,Yes,Electronic check,89.85,4925.35,Fiber optic,No,No,1,No
31,Two year,Yes,Bank transfer (automatic),49.85,1520.1,DSL,Yes,Yes,0,No
45,One year,No,Mailed check,113.3,5032.25,Fiber optic,Yes,Yes,0,No
61,Two year,No,Mailed check,88.1,5526.75,DSL,Yes,Yes,0,No
50,Two year,No,Bank transfer (automatic),24.9,1195.25,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Mailed check,105,2007.25,Fiber optic,Yes,Yes,1,No
59,Two year,No,Mailed check,19.35,1099.6,No,No internet service,No internet service,0,Yes
71,Two year,Yes,Credit card (automatic),24.25,1732.95,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Electronic check,94.45,1511.2,Fiber optic,Yes,No,1,Yes
57,Two year,Yes,Electronic check,59.75,3450.15,DSL,Yes,Yes,0,No
1,Month-to-month,No,Bank transfer (automatic),24.8,24.8,DSL,No,No,0,Yes
20,Month-to-month,No,Electronic check,107.05,2172.05,Fiber optic,Yes,No,1,No
1,Month-to-month,No,Mailed check,70.6,70.6,Fiber optic,No,No,0,Yes
5,Month-to-month,Yes,Electronic check,85.4,401.1,Fiber optic,Yes,No,0,Yes
52,Month-to-month,Yes,Electronic check,105.05,5624.85,Fiber optic,No,No,0,Yes
21,Month-to-month,Yes,Bank transfer (automatic),64.95,1339.8,DSL,No,Yes,1,No
14,Month-to-month,Yes,Electronic check,55,771.95,DSL,Yes,No,0,No
5,Month-to-month,No,Bank transfer (automatic),50.55,244.75,DSL,No,No,0,No
6,Month-to-month,No,Mailed check,55.15,322.9,DSL,No,Yes,0,No
10,Month-to-month,No,Electronic check,51.2,498.25,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,25.4,25.4,No,No internet service,No internet service,0,No
68,Month-to-month,No,Mailed check,54.45,3687.75,DSL,No,Yes,0,No
18,Month-to-month,No,Mailed check,95.15,1779.95,Fiber optic,No,No,0,Yes
22,One year,Yes,Credit card (automatic),76,1783.6,Fiber optic,No,No,0,No
20,Month-to-month,Yes,Electronic check,44.35,927.15,DSL,No,No,0,No
1,Month-to-month,No,Electronic check,70,70,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Electronic check,74.5,606.55,Fiber optic,No,No,1,Yes
10,Month-to-month,Yes,Credit card (automatic),44.85,435.4,DSL,No,No,0,Yes
24,Month-to-month,Yes,Electronic check,76.1,1712.7,Fiber optic,No,No,1,Yes
35,One year,No,Mailed check,61.2,2021.2,DSL,No,Yes,0,No
23,One year,No,Mailed check,86.8,1940.8,Fiber optic,Yes,No,0,No
6,Month-to-month,Yes,Electronic check,89.35,567.8,Fiber optic,No,No,1,No
12,Month-to-month,No,Mailed check,19.7,220.35,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.25,20.25,No,No internet service,No internet service,0,No
71,Two year,No,Electronic check,76.05,5436.45,Fiber optic,No,No,0,No
35,Month-to-month,Yes,Electronic check,100.8,3437.5,Fiber optic,No,No,1,No
40,Month-to-month,Yes,Electronic check,74.55,3015.75,DSL,No,No,0,No
1,Month-to-month,Yes,Mailed check,73.6,73.6,Fiber optic,No,Yes,0,Yes
23,One year,Yes,Bank transfer (automatic),64.9,1509.8,DSL,No,No,0,No
4,Month-to-month,Yes,Electronic check,95.45,396.1,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Electronic check,90.4,356.65,Fiber optic,Yes,No,0,No
68,Two year,No,Credit card (automatic),60.3,4109,DSL,Yes,No,0,No
38,Month-to-month,Yes,Mailed check,81.85,3141.7,Fiber optic,No,No,0,No
52,Two year,No,Mailed check,24.8,1229.1,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Electronic check,74.9,2303.35,Fiber optic,No,No,1,Yes
29,Two year,No,Mailed check,75.55,2054.4,DSL,Yes,No,0,No
38,Month-to-month,No,Electronic check,101.15,3741.85,Fiber optic,No,No,1,No
48,One year,Yes,Credit card (automatic),78.75,3682.45,DSL,No,Yes,0,No
1,Month-to-month,Yes,Bank transfer (automatic),19.25,19.25,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Electronic check,89.05,1886.25,Fiber optic,Yes,Yes,0,No
43,Two year,No,Credit card (automatic),115.05,4895.1,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,69.35,341.6,Fiber optic,No,No,1,No
5,Month-to-month,Yes,Electronic check,80.6,415.55,Fiber optic,No,No,0,Yes
51,One year,No,Credit card (automatic),110.05,5686.4,Fiber optic,Yes,Yes,0,No
71,Two year,Yes,Credit card (automatic),19.9,1355.1,No,No internet service,No internet service,0,No
38,One year,No,Credit card (automatic),80.3,3058.65,DSL,Yes,Yes,0,Yes
24,Month-to-month,Yes,Electronic check,93.15,2231.05,Fiber optic,No,No,1,Yes
35,Month-to-month,Yes,Credit card (automatic),91.5,3236.35,Fiber optic,Yes,No,0,No
54,One year,No,Bank transfer (automatic),82.45,4350.1,DSL,Yes,Yes,1,Yes
72,Two year,Yes,Electronic check,60,4264,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,44.8,44.8,DSL,No,No,0,No
9,One year,No,Mailed check,48.6,422.3,DSL,No,Yes,0,No
69,Two year,Yes,Bank transfer (automatic),60.05,4176.7,DSL,Yes,Yes,0,No
52,Month-to-month,Yes,Credit card (automatic),102.7,5138.1,Fiber optic,Yes,No,0,No
11,Month-to-month,Yes,Electronic check,82.9,880.05,Fiber optic,Yes,No,1,No
2,Month-to-month,Yes,Electronic check,70.35,139.05,Fiber optic,No,No,1,Yes
28,Month-to-month,Yes,Electronic check,35.9,973.65,DSL,No,No,1,No
17,Month-to-month,Yes,Credit card (automatic),82.65,1470.05,Fiber optic,No,No,1,No
35,Two year,Yes,Mailed check,19.85,739.35,No,No internet service,No internet service,0,No
8,One year,Yes,Mailed check,19.2,161.95,No,No internet service,No internet service,0,No
46,One year,Yes,Credit card (automatic),94.9,4422.95,Fiber optic,No,No,0,No
7,Month-to-month,Yes,Electronic check,73.85,511.25,Fiber optic,No,No,0,Yes
2,Month-to-month,No,Mailed check,80.6,155.8,Fiber optic,No,No,0,Yes
68,One year,Yes,Bank transfer (automatic),75.8,5293.95,DSL,Yes,No,0,Yes
43,Two year,Yes,Electronic check,104.6,4759.85,Fiber optic,No,No,0,Yes
68,Two year,Yes,Electronic check,88.15,6148.45,DSL,Yes,Yes,0,No
36,Month-to-month,Yes,Credit card (automatic),94.8,3565.65,Fiber optic,No,No,0,No
63,Month-to-month,Yes,Electronic check,103.4,6603,Fiber optic,No,No,0,Yes
32,Month-to-month,No,Bank transfer (automatic),54.65,1830.1,DSL,Yes,No,1,No
71,Two year,No,Credit card (automatic),85.75,6223.8,DSL,Yes,Yes,0,No
66,Month-to-month,Yes,Bank transfer (automatic),67.45,4508.65,DSL,No,Yes,0,No
63,One year,No,Mailed check,20.5,1328.15,No,No internet service,No internet service,0,No
41,One year,Yes,Credit card (automatic),20.25,865,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,72.1,72.1,Fiber optic,No,No,1,No
2,Month-to-month,Yes,Electronic check,90.4,168.2,Fiber optic,No,No,0,Yes
70,Two year,No,Bank transfer (automatic),19.45,1303.5,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Electronic check,44.95,996.85,DSL,No,No,0,No
64,One year,No,Bank transfer (automatic),97,6430.9,Fiber optic,No,Yes,1,No
37,Two year,Yes,Credit card (automatic),62.8,2278.75,DSL,Yes,Yes,0,No
17,One year,No,Mailed check,44.6,681.4,DSL,No,No,0,No
7,Month-to-month,Yes,Electronic check,89.15,574.35,Fiber optic,No,No,1,No
4,Month-to-month,Yes,Bank transfer (automatic),84.8,371.9,Fiber optic,No,No,0,Yes
21,Month-to-month,Yes,Electronic check,41.9,840.1,DSL,No,Yes,1,Yes
10,Month-to-month,Yes,Bank transfer (automatic),80.25,846,Fiber optic,No,No,0,Yes
16,Month-to-month,Yes,Electronic check,54.1,889,DSL,No,Yes,1,No
64,Two year,Yes,Electronic check,105.25,6823.4,Fiber optic,Yes,No,0,No
27,Month-to-month,No,Credit card (automatic),30.75,805.1,DSL,No,Yes,1,Yes
42,One year,No,Electronic check,97.1,4016.75,Fiber optic,No,Yes,0,No
5,Month-to-month,No,Mailed check,20.2,83.75,No,No internet service,No internet service,0,No
41,Two year,Yes,Bank transfer (automatic),98.8,3959.15,Fiber optic,Yes,No,0,No
58,One year,No,Credit card (automatic),50.3,2878.55,DSL,No,No,0,No
47,Two year,Yes,Mailed check,20.55,945.7,No,No internet service,No internet service,0,No
18,Month-to-month,Yes,Bank transfer (automatic),75.9,1373.05,Fiber optic,Yes,No,0,No
5,Month-to-month,No,Bank transfer (automatic),96.5,492.55,Fiber optic,No,No,0,Yes
23,Month-to-month,Yes,Bank transfer (automatic),59.95,1406,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,19.15,19.15,No,No internet service,No internet service,0,No
71,One year,Yes,Credit card (automatic),98.65,6962.85,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),112.6,8126.65,Fiber optic,Yes,Yes,0,No
33,One year,No,Mailed check,20.6,690.25,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,85.65,181.5,Fiber optic,No,No,0,Yes
24,Two year,No,Mailed check,35.75,830.8,DSL,Yes,Yes,0,No
56,One year,Yes,Credit card (automatic),99.75,5608.4,Fiber optic,Yes,No,0,No
37,Month-to-month,Yes,Credit card (automatic),96.1,3646.8,Fiber optic,No,No,0,No
43,One year,No,Credit card (automatic),85.1,3662.25,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,25.35,25.35,DSL,No,No,0,No
25,Month-to-month,Yes,Bank transfer (automatic),104.95,2566.5,Fiber optic,Yes,No,0,Yes
61,Two year,No,Electronic check,89.65,5308.7,DSL,Yes,Yes,0,No
17,One year,No,Electronic check,86.75,1410.25,Fiber optic,Yes,No,0,No
41,One year,Yes,Bank transfer (automatic),86.2,3339.05,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,50.65,50.65,DSL,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),64.8,4732.35,DSL,Yes,Yes,1,No
1,Month-to-month,Yes,Credit card (automatic),90.85,90.85,Fiber optic,No,No,0,Yes
48,Two year,Yes,Bank transfer (automatic),108.1,5067.45,Fiber optic,No,No,0,No
11,Month-to-month,No,Mailed check,19.95,214.75,No,No internet service,No internet service,1,Yes
55,Month-to-month,Yes,Electronic check,85.45,4874.7,Fiber optic,No,No,1,Yes
42,One year,Yes,Electronic check,54.75,2348.45,DSL,Yes,Yes,0,No
44,Month-to-month,Yes,Mailed check,90.4,4063,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,44,44,DSL,No,No,0,No
27,Month-to-month,Yes,Bank transfer (automatic),95.6,2595.25,Fiber optic,No,No,0,No
27,Month-to-month,Yes,Bank transfer (automatic),84.8,2309.55,DSL,Yes,No,1,No
2,Month-to-month,Yes,Electronic check,44.3,89.3,DSL,No,No,1,No
19,Month-to-month,No,Mailed check,19.9,367.55,No,No internet service,No internet service,0,No
42,Month-to-month,Yes,Electronic check,95.05,3944.5,Fiber optic,No,No,1,No
66,Two year,Yes,Credit card (automatic),90.05,5965.95,DSL,Yes,Yes,0,No
33,Month-to-month,Yes,Bank transfer (automatic),109.9,3694.7,Fiber optic,Yes,Yes,1,No
34,Month-to-month,Yes,Credit card (automatic),73.95,2524.45,Fiber optic,No,No,0,Yes
33,Month-to-month,Yes,Electronic check,54.6,1803.7,DSL,Yes,No,1,No
23,One year,No,Mailed check,20.05,415.1,No,No internet service,No internet service,0,No
32,One year,No,Bank transfer (automatic),19.75,624.15,No,No internet service,No internet service,0,No
11,One year,No,Credit card (automatic),20.05,237.7,No,No internet service,No internet service,0,No
69,Month-to-month,Yes,Credit card (automatic),99.45,7007.6,Fiber optic,No,No,0,Yes
68,One year,No,Bank transfer (automatic),55.9,3848.8,DSL,Yes,Yes,0,No
20,Two year,Yes,Mailed check,19.7,419.4,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),19.8,1468.75,No,No internet service,No internet service,0,No
60,One year,Yes,Bank transfer (automatic),95.4,5812,Fiber optic,No,Yes,0,No
32,Month-to-month,Yes,Mailed check,93.95,2861.45,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Mailed check,19.9,19.9,No,No internet service,No internet service,0,Yes
1,Month-to-month,Yes,Mailed check,19.6,19.6,No,No internet service,No internet service,0,Yes
3,Month-to-month,Yes,Electronic check,81.35,233.7,Fiber optic,No,No,1,Yes
46,One year,Yes,Bank transfer (automatic),24.45,1066.15,No,No internet service,No internet service,0,No
29,Month-to-month,Yes,Electronic check,74.95,2149.05,Fiber optic,No,No,0,No
51,Month-to-month,Yes,Electronic check,87.35,4473,Fiber optic,Yes,No,0,No
48,Month-to-month,Yes,Bank transfer (automatic),70.65,3545.05,Fiber optic,No,No,1,No
16,Month-to-month,No,Bank transfer (automatic),73.25,1195.75,Fiber optic,No,No,0,No
70,Two year,Yes,Bank transfer (automatic),98.7,6858.9,Fiber optic,Yes,No,0,No
40,Two year,Yes,Mailed check,24.8,1024.7,No,No internet service,No internet service,0,No
22,Month-to-month,No,Electronic check,83.3,1845.9,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Bank transfer (automatic),75.3,75.3,Fiber optic,No,No,1,Yes
5,Month-to-month,Yes,Mailed check,24.3,132.25,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Bank transfer (automatic),69.85,515.45,Fiber optic,No,No,0,No
29,One year,No,Credit card (automatic),100.55,2830.45,Fiber optic,Yes,No,0,No
44,One year,No,Mailed check,25.7,1110.5,No,No internet service,No internet service,0,No
10,Month-to-month,No,Bank transfer (automatic),40.7,449.3,DSL,No,Yes,0,No
55,Month-to-month,No,Bank transfer (automatic),51.65,2838.55,DSL,No,No,1,No
52,One year,Yes,Bank transfer (automatic),105.1,5376.4,Fiber optic,No,No,1,No
10,Month-to-month,No,Electronic check,85.95,858.6,Fiber optic,No,No,0,No
18,Month-to-month,Yes,Bank transfer (automatic),75.6,1395.05,Fiber optic,No,No,0,No
68,One year,No,Bank transfer (automatic),58.25,3975.7,DSL,Yes,Yes,0,No
61,Month-to-month,Yes,Mailed check,19.4,1182.55,No,No internet service,No internet service,0,Yes
72,Two year,Yes,Credit card (automatic),65.2,4784.45,DSL,Yes,Yes,0,No
2,Month-to-month,No,Electronic check,53.45,119.5,DSL,No,Yes,0,No
12,Month-to-month,Yes,Bank transfer (automatic),45.4,518.9,DSL,No,No,0,Yes
41,Two year,Yes,Electronic check,19.75,899.45,No,No internet service,No internet service,0,No
26,Month-to-month,Yes,Credit card (automatic),44.45,1183.8,DSL,Yes,No,0,No
36,One year,No,Bank transfer (automatic),20.85,720.05,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),114.05,8468.2,Fiber optic,Yes,Yes,0,No
35,Month-to-month,Yes,Bank transfer (automatic),89.85,3161.2,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,55.05,55.05,DSL,Yes,No,0,No
16,Month-to-month,Yes,Electronic check,112.95,1882.55,Fiber optic,Yes,Yes,0,No
49,Month-to-month,No,Credit card (automatic),101.55,5070.4,Fiber optic,No,Yes,1,No
54,One year,Yes,Mailed check,114.65,6049.5,Fiber optic,Yes,Yes,0,No
18,Month-to-month,No,Electronic check,64.8,1166.7,DSL,No,Yes,0,No
36,Month-to-month,No,Electronic check,80.4,2937.65,Fiber optic,No,No,0,No
60,Month-to-month,Yes,Electronic check,105.9,6396.45,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,69.55,69.55,Fiber optic,No,No,0,Yes
52,Two year,Yes,Bank transfer (automatic),25.05,1270.25,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,94.75,759.55,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),105.5,7611.55,Fiber optic,Yes,Yes,0,No
64,One year,No,Mailed check,24.7,1642.75,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Mailed check,69.75,1545.4,DSL,Yes,Yes,1,No
60,Month-to-month,Yes,Bank transfer (automatic),60.2,3582.4,DSL,Yes,No,0,No
28,Month-to-month,Yes,Electronic check,81.05,2227.1,Fiber optic,No,No,0,Yes
61,Two year,No,Mailed check,24.4,1417.9,No,No internet service,No internet service,0,No
24,Month-to-month,Yes,Electronic check,104.15,2494.65,Fiber optic,No,No,0,No
28,One year,No,Bank transfer (automatic),92.9,2768.35,Fiber optic,Yes,No,0,No
30,Two year,No,Bank transfer (automatic),80.8,2369.3,DSL,Yes,No,0,No
2,Month-to-month,No,Mailed check,20,38,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,75.1,75.1,Fiber optic,No,No,0,No
6,Month-to-month,No,Mailed check,19.65,100.9,No,No internet service,No internet service,0,No
24,Month-to-month,Yes,Bank transfer (automatic),69.45,1614.05,DSL,No,No,0,No
4,Month-to-month,No,Electronic check,101.15,385.9,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Electronic check,99.8,673.25,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),116.05,8404.9,Fiber optic,Yes,Yes,1,No
70,Two year,Yes,Mailed check,40.05,2799.75,DSL,Yes,No,0,No
64,Two year,No,Electronic check,102.1,6538.45,Fiber optic,Yes,No,1,No
72,One year,Yes,Electronic check,89.7,6588.95,Fiber optic,No,No,0,No
44,Two year,No,Mailed check,19.9,868.1,No,No internet service,No internet service,0,No
13,Month-to-month,No,Electronic check,55.95,734.35,DSL,No,No,0,Yes
17,One year,No,Mailed check,20.65,330.6,No,No internet service,No internet service,1,No
1,Month-to-month,Yes,Electronic check,55,55,DSL,No,No,0,Yes
9,Month-to-month,Yes,Mailed check,70.05,564.4,DSL,No,No,0,No
24,Month-to-month,No,Mailed check,53.6,1315.35,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,74.7,74.7,Fiber optic,No,No,0,Yes
24,Month-to-month,Yes,Electronic check,80.25,1861.5,Fiber optic,No,No,0,Yes
35,Month-to-month,Yes,Electronic check,76.05,2747.2,DSL,Yes,No,1,No
7,Month-to-month,Yes,Electronic check,75.7,554.05,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,96.1,453.4,Fiber optic,Yes,No,0,Yes
15,Month-to-month,No,Bank transfer (automatic),69,994.8,Fiber optic,No,No,0,Yes
11,Two year,No,Mailed check,19.65,225.75,No,No internet service,No internet service,0,No
48,Month-to-month,Yes,Bank transfer (automatic),45.3,2145,DSL,No,Yes,0,Yes
20,Month-to-month,Yes,Electronic check,81.45,1671.6,Fiber optic,No,No,1,No
72,One year,Yes,Bank transfer (automatic),108.5,8003.8,Fiber optic,Yes,No,0,No
8,Month-to-month,Yes,Electronic check,83.55,680.05,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),84.5,6130.85,Fiber optic,No,No,0,No
15,Month-to-month,Yes,Electronic check,100.15,1415,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),88.6,6201.95,DSL,Yes,No,0,No
0,Two year,Yes,Bank transfer (automatic),52.55, ,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,74.35,74.35,Fiber optic,No,No,0,Yes
63,Two year,Yes,Bank transfer (automatic),104.8,6597.25,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,59,114.15,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,74.4,139.4,Fiber optic,No,Yes,0,Yes
61,One year,No,Bank transfer (automatic),64.05,3902.6,DSL,No,No,1,No
1,Month-to-month,No,Mailed check,20.4,20.4,No,No internet service,No internet service,0,No
22,One year,Yes,Bank transfer (automatic),43.75,903.6,DSL,No,No,0,Yes
28,Month-to-month,No,Mailed check,60.9,1785.65,DSL,Yes,Yes,0,No
70,Two year,No,Bank transfer (automatic),19.8,1397.65,No,No internet service,No internet service,0,No
5,Month-to-month,No,Electronic check,28.45,131.05,DSL,No,No,1,Yes
12,Month-to-month,Yes,Bank transfer (automatic),99.7,1238.45,Fiber optic,No,Yes,0,Yes
34,One year,No,Credit card (automatic),116.25,3899.05,Fiber optic,Yes,Yes,0,No
71,Two year,Yes,Credit card (automatic),80.7,5676,Fiber optic,No,Yes,1,No
70,One year,No,Bank transfer (automatic),65.2,4543.15,DSL,No,Yes,0,No
52,Month-to-month,Yes,Bank transfer (automatic),84.05,4326.8,Fiber optic,Yes,Yes,0,No
69,Two year,Yes,Credit card (automatic),79.45,5502.55,DSL,Yes,Yes,0,No
20,Month-to-month,Yes,Electronic check,94.1,1782.4,Fiber optic,No,No,1,Yes
11,Month-to-month,Yes,Mailed check,78,851.8,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,94.2,167.5,Fiber optic,Yes,No,0,Yes
6,Month-to-month,Yes,Electronic check,80.5,502.85,Fiber optic,Yes,No,0,Yes
1,Month-to-month,No,Mailed check,19.85,19.85,No,No internet service,No internet service,0,No
20,One year,No,Credit card (automatic),94.3,1818.3,Fiber optic,Yes,Yes,1,No
61,Month-to-month,Yes,Electronic check,106.45,6300.15,Fiber optic,No,Yes,0,No
5,Month-to-month,Yes,Electronic check,74.35,334.8,Fiber optic,No,No,1,Yes
56,Month-to-month,Yes,Bank transfer (automatic),105.45,5916.95,Fiber optic,Yes,No,0,No
30,Month-to-month,Yes,Credit card (automatic),95,2852.4,Fiber optic,Yes,Yes,0,No
40,Month-to-month,No,Bank transfer (automatic),104.8,4131.95,Fiber optic,Yes,No,0,Yes
28,One year,No,Mailed check,54.3,1546.3,DSL,Yes,Yes,0,No
5,Month-to-month,No,Electronic check,70.05,302.6,Fiber optic,No,No,1,No
27,Month-to-month,Yes,Bank transfer (automatic),75.2,1929.35,Fiber optic,No,Yes,1,Yes
12,Month-to-month,No,Credit card (automatic),20.05,265.45,No,No internet service,No internet service,0,No
67,One year,Yes,Electronic check,105.4,6989.45,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Electronic check,51.6,1442,DSL,No,No,1,No
55,Month-to-month,No,Bank transfer (automatic),85.5,4713.4,Fiber optic,No,No,0,No
23,Month-to-month,No,Bank transfer (automatic),75.6,1758.6,Fiber optic,No,No,0,Yes
34,Month-to-month,Yes,Electronic check,100.05,3480,Fiber optic,No,No,0,Yes
52,One year,No,Electronic check,91.25,4738.3,Fiber optic,No,Yes,0,No
72,Two year,Yes,Credit card (automatic),115.75,8399.15,Fiber optic,Yes,Yes,1,No
58,One year,Yes,Credit card (automatic),94.7,5430.35,Fiber optic,Yes,No,0,No
35,Two year,No,Mailed check,19.6,686.95,No,No internet service,No internet service,0,No
56,Two year,Yes,Bank transfer (automatic),99.9,5706.3,Fiber optic,Yes,No,1,No
24,Two year,Yes,Credit card (automatic),21.1,490.65,No,No internet service,No internet service,0,No
70,Two year,No,Credit card (automatic),20.05,1360.25,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,79.95,174.45,Fiber optic,No,No,0,No
68,One year,Yes,Credit card (automatic),107.15,7379.8,Fiber optic,Yes,No,1,No
1,Month-to-month,Yes,Electronic check,85,85,Fiber optic,No,No,0,Yes
12,Month-to-month,Yes,Electronic check,89.55,1021.75,Fiber optic,No,No,0,No
63,Month-to-month,Yes,Bank transfer (automatic),81.55,5029.05,Fiber optic,No,No,0,No
33,One year,Yes,Mailed check,58.45,1955.4,DSL,No,Yes,0,No
69,One year,Yes,Credit card (automatic),95.65,6744.2,Fiber optic,No,No,0,No
60,Two year,Yes,Bank transfer (automatic),80.6,4946.7,DSL,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),113.1,8248.5,Fiber optic,Yes,Yes,0,No
11,Month-to-month,Yes,Mailed check,58.95,601.6,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,19.55,19.55,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Bank transfer (automatic),86.05,834.1,Fiber optic,No,No,0,Yes
13,Month-to-month,Yes,Credit card (automatic),45.55,597,DSL,Yes,Yes,0,Yes
34,One year,Yes,Bank transfer (automatic),78.95,2647.2,Fiber optic,No,No,0,No
39,Month-to-month,Yes,Mailed check,86.3,3266,Fiber optic,No,No,0,Yes
65,One year,Yes,Bank transfer (automatic),105.05,6744.25,Fiber optic,Yes,No,0,No
50,One year,Yes,Bank transfer (automatic),101.9,5265.5,Fiber optic,No,Yes,1,No
15,Month-to-month,No,Mailed check,19.75,311.6,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),110.3,7966.9,Fiber optic,No,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),115.6,8220.4,Fiber optic,Yes,Yes,0,No
55,Two year,No,Bank transfer (automatic),19.35,1153.25,No,No internet service,No internet service,0,No
23,Two year,Yes,Credit card (automatic),25.6,514.75,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Bank transfer (automatic),80.35,2596.15,Fiber optic,No,No,0,Yes
56,One year,Yes,Bank transfer (automatic),68.75,3808,DSL,No,Yes,0,No
1,Month-to-month,No,Bank transfer (automatic),19.9,19.9,No,No internet service,No internet service,0,No
38,One year,No,Mailed check,70.6,2708.2,DSL,Yes,Yes,0,No
11,Month-to-month,No,Electronic check,70.2,760.05,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,49.3,49.3,DSL,Yes,No,0,No
56,One year,Yes,Electronic check,107.25,6033.3,Fiber optic,Yes,No,0,No
3,Month-to-month,Yes,Mailed check,23.6,89.05,No,No internet service,No internet service,0,No
7,Month-to-month,No,Credit card (automatic),69.7,516.15,DSL,No,Yes,0,No
59,Two year,Yes,Credit card (automatic),99.5,5861.75,Fiber optic,No,No,0,No
7,Month-to-month,No,Bank transfer (automatic),64.3,445.95,DSL,Yes,No,0,No
71,Two year,Yes,Credit card (automatic),70.85,4973.4,DSL,Yes,Yes,0,No
15,One year,No,Electronic check,101.9,1667.25,Fiber optic,Yes,Yes,0,No
71,Two year,No,Credit card (automatic),73.5,5357.75,DSL,Yes,Yes,0,No
35,Month-to-month,Yes,Electronic check,100.25,3527.6,Fiber optic,No,No,0,Yes
11,One year,Yes,Credit card (automatic),40.4,422.6,DSL,Yes,No,0,No
60,Two year,Yes,Credit card (automatic),19.25,1103.25,No,No internet service,No internet service,0,No
47,Two year,No,Bank transfer (automatic),59.6,2754,DSL,Yes,No,1,No
11,One year,No,Credit card (automatic),64.9,697.25,DSL,Yes,No,0,No
56,One year,No,Credit card (automatic),100.3,5614.45,Fiber optic,No,No,0,Yes
28,Month-to-month,Yes,Electronic check,110.85,3204.4,Fiber optic,Yes,No,1,No
61,Two year,Yes,Mailed check,81.05,4747.65,DSL,Yes,Yes,0,No
31,One year,No,Bank transfer (automatic),98.05,3082.1,Fiber optic,No,Yes,0,No
9,Month-to-month,Yes,Electronic check,70.5,597.9,Fiber optic,No,No,0,No
35,Month-to-month,Yes,Electronic check,94.55,3365.4,Fiber optic,No,Yes,1,No
2,Month-to-month,Yes,Mailed check,19.65,38.8,No,No internet service,No internet service,0,No
12,Month-to-month,No,Mailed check,19,233.55,No,No internet service,No internet service,0,Yes
1,Month-to-month,No,Mailed check,75.3,75.3,Fiber optic,No,Yes,0,Yes
4,Month-to-month,Yes,Electronic check,89.2,346.2,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Mailed check,19,19,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Mailed check,20,61.7,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,85.7,85.7,Fiber optic,No,No,1,Yes
52,Two year,Yes,Credit card (automatic),63.25,3342.45,DSL,No,Yes,0,No
5,One year,No,Mailed check,20.1,85.1,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,99.15,7422.1,Fiber optic,No,Yes,0,No
71,Two year,No,Electronic check,90.4,6668.05,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),111.9,8071.05,Fiber optic,Yes,Yes,0,No
46,One year,No,Electronic check,24.9,1174.8,No,No internet service,No internet service,0,No
63,Two year,No,Credit card (automatic),83.5,5435,DSL,No,Yes,0,No
30,Month-to-month,Yes,Credit card (automatic),84.3,2438.6,Fiber optic,No,Yes,0,No
1,Month-to-month,No,Mailed check,45.6,45.6,DSL,No,No,0,No
12,Month-to-month,Yes,Mailed check,61.65,713.75,DSL,Yes,Yes,0,Yes
16,Two year,No,Mailed check,54.85,916.15,DSL,Yes,Yes,0,No
4,Month-to-month,No,Mailed check,65.55,237.2,DSL,Yes,No,0,No
51,One year,Yes,Credit card (automatic),90.35,4614.55,Fiber optic,No,No,0,No
65,Two year,Yes,Credit card (automatic),20.4,1414.45,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Credit card (automatic),74.55,1170.5,Fiber optic,Yes,No,0,No
2,One year,No,Mailed check,19.95,47.7,No,No internet service,No internet service,0,No
66,One year,Yes,Bank transfer (automatic),74.25,4859.25,Fiber optic,No,No,0,No
46,Two year,No,Electronic check,108.65,4903.2,Fiber optic,Yes,No,0,No
32,One year,Yes,Bank transfer (automatic),109.55,3608,Fiber optic,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),86.65,6094.25,DSL,Yes,Yes,0,No
38,Two year,No,Credit card (automatic),81,3084.9,DSL,Yes,Yes,0,No
51,One year,No,Credit card (automatic),47.85,2356.75,DSL,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),114.55,8306.05,Fiber optic,Yes,Yes,0,No
65,Month-to-month,No,Bank transfer (automatic),105.25,6786.4,Fiber optic,No,Yes,1,Yes
9,Month-to-month,Yes,Electronic check,29.95,248.95,DSL,No,No,0,Yes
9,Month-to-month,No,Mailed check,65,663.05,DSL,Yes,Yes,0,Yes
66,Two year,No,Mailed check,20.55,1357.1,No,No internet service,No internet service,0,No
44,One year,Yes,Credit card (automatic),109.8,4860.35,Fiber optic,No,Yes,1,No
50,Two year,No,Bank transfer (automatic),69.5,3418.2,DSL,Yes,No,0,No
15,Month-to-month,No,Mailed check,48.85,631.4,DSL,No,No,0,No
8,Month-to-month,Yes,Credit card (automatic),25.25,186.3,DSL,No,No,0,No
66,One year,Yes,Credit card (automatic),102.85,6976.75,Fiber optic,Yes,No,1,No
57,Month-to-month,Yes,Bank transfer (automatic),87.55,4884.85,Fiber optic,Yes,Yes,0,No
7,Month-to-month,Yes,Bank transfer (automatic),78.55,522.95,Fiber optic,No,No,0,No
10,Month-to-month,Yes,Bank transfer (automatic),34.55,362.6,DSL,No,No,1,No
62,One year,Yes,Electronic check,92.05,5755.8,Fiber optic,No,Yes,0,No
40,One year,Yes,Electronic check,85.05,3355.65,Fiber optic,No,No,0,No
20,Two year,No,Mailed check,19.7,406.95,No,No internet service,No internet service,0,No
7,Month-to-month,No,Bank transfer (automatic),20,137.6,No,No internet service,No internet service,0,Yes
25,Month-to-month,Yes,Electronic check,95.15,2395.7,Fiber optic,Yes,No,0,No
23,Month-to-month,No,Electronic check,84.25,1968.1,Fiber optic,No,No,0,No
66,One year,No,Credit card (automatic),104.6,6819.45,Fiber optic,No,No,1,No
72,Two year,No,Electronic check,111.65,7943.45,Fiber optic,Yes,No,1,No
49,Month-to-month,No,Credit card (automatic),90.05,4547.25,Fiber optic,No,No,1,Yes
43,Month-to-month,Yes,Bank transfer (automatic),110.75,4687.9,Fiber optic,Yes,No,1,Yes
46,Month-to-month,No,Bank transfer (automatic),55,2473.95,DSL,No,Yes,0,No
72,Two year,No,Credit card (automatic),89.85,6562.9,DSL,Yes,Yes,0,No
10,One year,No,Mailed check,20.35,176.3,No,No internet service,No internet service,0,No
40,One year,Yes,Bank transfer (automatic),54.55,2236.2,DSL,Yes,Yes,0,No
65,Month-to-month,Yes,Electronic check,105.5,6985.65,Fiber optic,No,No,0,Yes
31,Two year,No,Bank transfer (automatic),99.45,3109.9,Fiber optic,Yes,No,0,No
68,Two year,No,Credit card (automatic),70.9,4911.35,DSL,Yes,Yes,0,No
56,One year,Yes,Bank transfer (automatic),104.55,5794.65,Fiber optic,No,Yes,1,Yes
10,Month-to-month,Yes,Electronic check,85.25,855.3,Fiber optic,No,No,0,Yes
68,Two year,No,Bank transfer (automatic),25.4,1620.2,No,No internet service,No internet service,0,No
43,Month-to-month,No,Electronic check,56.15,2499.3,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,89.55,89.55,Fiber optic,No,No,0,Yes
49,One year,Yes,Bank transfer (automatic),89.85,4287.2,Fiber optic,No,No,1,No
15,Month-to-month,Yes,Electronic check,25.25,394.85,No,No internet service,No internet service,0,No
20,Month-to-month,Yes,Electronic check,94.55,1899.65,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Mailed check,45.7,45.7,DSL,No,No,0,Yes
50,One year,Yes,Electronic check,69.65,3442.15,DSL,Yes,No,0,No
2,Month-to-month,No,Electronic check,89.5,161.5,Fiber optic,No,No,1,Yes
24,Month-to-month,No,Credit card (automatic),70,1732.6,Fiber optic,No,No,1,No
3,Month-to-month,Yes,Bank transfer (automatic),69.55,222.3,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,74.6,74.6,Fiber optic,No,No,0,Yes
35,Two year,No,Mailed check,20.1,655.3,No,No internet service,No internet service,0,No
17,Month-to-month,No,Mailed check,24.8,475.25,No,No internet service,No internet service,0,No
8,Month-to-month,No,Electronic check,19.65,164.3,No,No internet service,No internet service,1,Yes
10,Month-to-month,Yes,Credit card (automatic),95.1,865.1,Fiber optic,Yes,No,0,No
68,Two year,Yes,Credit card (automatic),88.85,6132.7,DSL,Yes,Yes,0,No
45,One year,No,Bank transfer (automatic),78.8,3597.5,DSL,No,Yes,0,No
2,One year,No,Mailed check,19.85,35.9,No,No internet service,No internet service,0,Yes
37,Month-to-month,No,Bank transfer (automatic),20.35,697.65,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Mailed check,24.25,96.05,DSL,No,No,0,Yes
10,Month-to-month,No,Mailed check,45.25,428.7,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,20.05,20.05,No,No internet service,No internet service,0,No
65,Two year,Yes,Mailed check,69.55,4459.15,DSL,No,Yes,0,No
57,Two year,No,Bank transfer (automatic),19.5,1167.6,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Mailed check,74.75,238.1,Fiber optic,No,No,0,No
2,Month-to-month,No,Electronic check,69.65,145.15,Fiber optic,No,No,0,Yes
49,Month-to-month,Yes,Bank transfer (automatic),30.2,1453.1,DSL,No,No,0,No
4,Month-to-month,No,Mailed check,45.65,191.05,DSL,No,No,0,Yes
70,Two year,No,Bank transfer (automatic),57.8,4039.3,DSL,Yes,No,0,No
53,One year,Yes,Bank transfer (automatic),19.85,1039.45,No,No internet service,No internet service,0,No
53,Two year,No,Credit card (automatic),25.55,1336.1,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,75.05,75.05,Fiber optic,No,No,0,Yes
22,Month-to-month,Yes,Credit card (automatic),24.85,493.4,No,No internet service,No internet service,0,No
52,Month-to-month,Yes,Electronic check,49.15,2550.9,DSL,No,No,1,Yes
65,Two year,Yes,Electronic check,110.35,7246.15,Fiber optic,Yes,Yes,1,No
48,One year,No,Bank transfer (automatic),24.55,1203.95,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,34.7,62.25,DSL,No,No,0,Yes
3,Month-to-month,No,Mailed check,107.95,313.6,Fiber optic,No,No,0,No
45,Month-to-month,No,Bank transfer (automatic),81.4,3775.85,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,80,80,Fiber optic,No,No,0,Yes
61,Two year,Yes,Bank transfer (automatic),73.8,4616.05,DSL,Yes,No,0,No
3,Month-to-month,Yes,Credit card (automatic),64.4,195.65,DSL,Yes,Yes,0,No
40,One year,Yes,Credit card (automatic),103.75,4188.4,Fiber optic,Yes,No,1,No
1,Month-to-month,No,Mailed check,71.1,71.1,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,49.9,49.9,DSL,Yes,No,0,No
51,One year,Yes,Bank transfer (automatic),24.6,1266.4,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,49.25,91.1,DSL,No,Yes,1,Yes
52,One year,No,Mailed check,30.1,1623.4,DSL,No,No,0,No
51,Month-to-month,No,Bank transfer (automatic),83.4,4149.45,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Mailed check,20.45,20.45,No,No internet service,No internet service,0,No
31,One year,Yes,Bank transfer (automatic),75.25,2344.5,DSL,Yes,Yes,0,No
47,One year,No,Credit card (automatic),20.55,1013.05,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Credit card (automatic),75.1,270.7,Fiber optic,No,No,0,Yes
22,One year,Yes,Mailed check,20.05,417,No,No internet service,No internet service,1,No
1,Month-to-month,Yes,Mailed check,20.65,20.65,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),85.15,6316.2,DSL,Yes,No,0,No
3,Month-to-month,Yes,Electronic check,50.15,168.15,DSL,No,No,0,Yes
47,One year,Yes,Bank transfer (automatic),84.95,4018.05,Fiber optic,No,No,1,No
72,Two year,Yes,Credit card (automatic),66.5,4811.6,DSL,Yes,Yes,0,No
66,Two year,Yes,Bank transfer (automatic),63.3,4189.7,DSL,No,No,0,No
35,Month-to-month,No,Electronic check,83.15,2848.45,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Electronic check,84.9,2516.2,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Mailed check,20.55,33.6,No,No internet service,No internet service,0,No
4,Month-to-month,No,Mailed check,49.25,208.45,DSL,No,No,0,No
25,Month-to-month,Yes,Bank transfer (automatic),79.85,2015.35,Fiber optic,No,Yes,0,Yes
65,Two year,Yes,Mailed check,59.6,3739.8,DSL,Yes,Yes,0,No
27,One year,Yes,Bank transfer (automatic),104.65,2964,Fiber optic,Yes,No,1,No
29,Month-to-month,Yes,Credit card (automatic),75.3,2263.4,Fiber optic,No,No,0,No
29,Month-to-month,No,Credit card (automatic),80.1,2211.8,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,19.55,19.55,No,No internet service,No internet service,0,Yes
20,Month-to-month,Yes,Mailed check,81,1683.7,Fiber optic,Yes,No,0,No
58,Two year,Yes,Credit card (automatic),24.7,1519,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Mailed check,86,1164.05,Fiber optic,Yes,Yes,0,No
72,Two year,No,Mailed check,25.4,1710.9,No,No internet service,No internet service,0,No
46,Month-to-month,Yes,Credit card (automatic),89.15,4245.55,Fiber optic,No,Yes,0,No
71,Two year,No,Bank transfer (automatic),58.25,4145.9,DSL,Yes,No,0,No
32,Month-to-month,Yes,Bank transfer (automatic),85.65,2664.3,Fiber optic,No,No,0,No
26,Month-to-month,Yes,Credit card (automatic),50.35,1277.5,DSL,No,No,0,No
68,Month-to-month,Yes,Credit card (automatic),80.35,5589.3,Fiber optic,No,No,1,No
2,One year,No,Mailed check,20.2,34.75,No,No internet service,No internet service,0,No
61,Two year,No,Credit card (automatic),20.55,1305.95,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,85.95,381.3,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,45.35,141.5,DSL,No,No,0,Yes
33,Month-to-month,Yes,Electronic check,94.5,3105.55,Fiber optic,No,No,1,Yes
9,Month-to-month,Yes,Mailed check,21.25,204.55,No,No internet service,No internet service,1,No
22,Two year,No,Mailed check,26.25,605.9,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,80.85,356.1,Fiber optic,No,No,0,No
30,Month-to-month,No,Credit card (automatic),91.7,2758.15,Fiber optic,No,Yes,1,Yes
65,Two year,Yes,Credit card (automatic),74.2,4805.65,DSL,Yes,No,0,No
45,Month-to-month,Yes,Electronic check,87.25,3941.7,Fiber optic,Yes,No,0,Yes
5,Month-to-month,No,Mailed check,20.35,92.75,No,No internet service,No internet service,0,No
25,Month-to-month,Yes,Electronic check,75.5,1901.05,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),79.05,5730.7,Fiber optic,No,Yes,0,No
27,Month-to-month,No,Bank transfer (automatic),90.15,2423.4,Fiber optic,No,No,0,No
32,Month-to-month,No,Credit card (automatic),50.6,1653.45,DSL,No,No,0,No
30,One year,No,Credit card (automatic),110.45,3327.05,Fiber optic,Yes,No,0,No
70,Two year,No,Credit card (automatic),101,7085.5,Fiber optic,Yes,Yes,0,No
42,Month-to-month,Yes,Bank transfer (automatic),79.35,3344.1,Fiber optic,No,No,1,No
72,Two year,Yes,Bank transfer (automatic),89.85,6697.35,DSL,Yes,Yes,1,No
47,Two year,Yes,Mailed check,65,2879.9,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,80.45,137.1,Fiber optic,No,Yes,0,No
10,Month-to-month,No,Electronic check,98.55,1008.55,Fiber optic,No,Yes,0,Yes
61,Two year,Yes,Mailed check,24.1,1551.6,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Credit card (automatic),44.05,202.15,DSL,No,No,0,No
72,Two year,Yes,Credit card (automatic),110.8,7882.25,Fiber optic,Yes,No,1,No
72,Two year,Yes,Bank transfer (automatic),114.95,8196.4,Fiber optic,Yes,Yes,1,No
3,Month-to-month,No,Mailed check,75.05,202.9,Fiber optic,No,No,1,No
48,Two year,No,Mailed check,19.25,855.1,No,No internet service,No internet service,0,No
63,One year,Yes,Credit card (automatic),90.05,5817,Fiber optic,Yes,No,0,No
27,Month-to-month,Yes,Mailed check,56.7,1652.95,DSL,No,Yes,0,No
70,Two year,Yes,Credit card (automatic),80.15,5600.15,DSL,No,Yes,0,No
7,Month-to-month,Yes,Credit card (automatic),71.35,515.75,DSL,Yes,Yes,0,No
0,Two year,No,Mailed check,20.25, ,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,90.35,190.5,Fiber optic,No,Yes,0,No
20,Month-to-month,Yes,Electronic check,98.55,1842.8,Fiber optic,No,No,1,Yes
66,Two year,No,Bank transfer (automatic),19.7,1253.8,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,19.85,57.2,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Bank transfer (automatic),85.9,1269.55,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),90.35,6563.4,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,20.8,20.8,No,No internet service,No internet service,0,No
22,Month-to-month,No,Electronic check,89.25,1907.85,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,70.3,208.85,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),66.85,4758.8,DSL,Yes,Yes,0,No
65,Two year,No,Mailed check,19.9,1292.6,No,No internet service,No internet service,0,No
11,Month-to-month,Yes,Mailed check,35.8,363.15,DSL,No,No,0,No
22,Month-to-month,Yes,Mailed check,78.85,1600.25,Fiber optic,No,No,0,No
14,One year,No,Bank transfer (automatic),20.4,275.7,No,No internet service,No internet service,0,No
41,Month-to-month,Yes,Electronic check,74.25,3089.1,Fiber optic,Yes,No,0,No
17,One year,No,Mailed check,64.8,1175.6,DSL,No,Yes,0,No
11,Month-to-month,Yes,Credit card (automatic),20.45,237.3,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Electronic check,93.35,1444.65,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,19.9,19.9,No,No internet service,No internet service,0,Yes
5,Month-to-month,Yes,Mailed check,88.9,454.15,Fiber optic,No,Yes,0,Yes
33,One year,Yes,Electronic check,95.8,3036.75,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),110.65,8065.65,Fiber optic,No,Yes,0,No
3,Month-to-month,No,Mailed check,40.3,92.5,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,82,184.65,Fiber optic,No,No,0,Yes
59,One year,Yes,Credit card (automatic),107,6152.3,Fiber optic,Yes,Yes,0,No
2,Month-to-month,No,Electronic check,45.35,89.5,DSL,No,No,0,Yes
71,Two year,Yes,Credit card (automatic),73.35,5154.5,DSL,Yes,No,0,No
5,Month-to-month,No,Mailed check,44.8,220.45,DSL,No,No,0,No
27,Month-to-month,Yes,Credit card (automatic),54.75,1510.3,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,52.2,52.2,DSL,Yes,No,0,Yes
63,One year,Yes,Bank transfer (automatic),40.6,2588.95,DSL,Yes,Yes,0,No
46,One year,Yes,Electronic check,110,4874.8,Fiber optic,No,Yes,1,Yes
72,Two year,No,Bank transfer (automatic),55.3,3983.6,DSL,No,Yes,0,No
34,Month-to-month,Yes,Bank transfer (automatic),60.85,2003.6,DSL,Yes,Yes,0,No
24,One year,No,Electronic check,78.4,1832.4,DSL,No,Yes,0,No
72,Two year,No,Bank transfer (automatic),69.65,4908.25,DSL,Yes,Yes,0,No
60,Two year,No,Credit card (automatic),59.85,3590.2,DSL,Yes,Yes,0,No
68,One year,Yes,Credit card (automatic),76.9,5023,DSL,No,Yes,0,No
8,Two year,Yes,Mailed check,19.85,146.6,No,No internet service,No internet service,0,No
34,Two year,No,Credit card (automatic),67.65,2339.3,DSL,Yes,Yes,0,No
6,Month-to-month,No,Credit card (automatic),45,298.7,DSL,No,No,0,No
2,Month-to-month,Yes,Mailed check,64.2,143.65,DSL,Yes,No,0,No
31,One year,No,Credit card (automatic),81.7,2548.65,Fiber optic,Yes,No,0,No
20,Month-to-month,Yes,Bank transfer (automatic),25.55,507.4,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,20,20,No,No internet service,No internet service,0,No
62,One year,Yes,Electronic check,96.75,6125.4,Fiber optic,No,No,0,Yes
70,Two year,Yes,Credit card (automatic),75.65,5411.4,Fiber optic,No,No,1,No
10,Month-to-month,Yes,Electronic check,98.5,1058.25,Fiber optic,Yes,No,0,Yes
39,Two year,Yes,Mailed check,23.8,903.8,No,No internet service,No internet service,0,No
46,Two year,Yes,Credit card (automatic),64.2,3009.5,DSL,Yes,No,0,No
6,Month-to-month,Yes,Electronic check,85.35,489.45,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),76.8,5468.45,DSL,No,No,0,No
18,Month-to-month,No,Credit card (automatic),55.2,1058.1,DSL,Yes,No,0,No
71,Two year,Yes,Credit card (automatic),108.55,7616,Fiber optic,Yes,Yes,0,No
40,Month-to-month,Yes,Electronic check,101.3,4113.1,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,69.55,69.55,Fiber optic,No,No,0,Yes
58,One year,Yes,Bank transfer (automatic),103.25,6017.65,Fiber optic,No,No,0,Yes
70,Two year,Yes,Credit card (automatic),104,7250.15,Fiber optic,Yes,Yes,0,Yes
42,Two year,No,Electronic check,25.25,1108.2,No,No internet service,No internet service,0,No
34,One year,No,Bank transfer (automatic),30.4,938.65,DSL,No,Yes,0,No
5,Month-to-month,No,Bank transfer (automatic),20.05,94.15,No,No internet service,No internet service,1,No
25,Month-to-month,Yes,Mailed check,84.6,2088.05,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Mailed check,86.2,178.7,Fiber optic,No,No,0,Yes
55,One year,Yes,Bank transfer (automatic),103.7,5656.75,Fiber optic,Yes,No,0,No
21,Month-to-month,Yes,Electronic check,111.2,2317.1,Fiber optic,Yes,No,0,Yes
70,Two year,Yes,Credit card (automatic),88,5986.45,Fiber optic,Yes,Yes,0,No
61,Month-to-month,Yes,Electronic check,106.35,6751.35,Fiber optic,Yes,No,0,No
43,Two year,Yes,Credit card (automatic),79.15,3566.6,DSL,Yes,Yes,0,No
47,One year,Yes,Electronic check,103.1,4889.3,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Credit card (automatic),63.95,318.1,DSL,Yes,No,0,No
62,Two year,Yes,Credit card (automatic),25.8,1563.95,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Credit card (automatic),89.45,1430.25,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Bank transfer (automatic),95.6,644.35,Fiber optic,No,No,1,Yes
14,Month-to-month,No,Mailed check,25.55,372.45,No,No internet service,No internet service,0,No
60,One year,No,Electronic check,90.95,5453.4,Fiber optic,No,No,0,Yes
34,Month-to-month,Yes,Electronic check,44.85,1442.6,DSL,Yes,No,0,No
50,One year,No,Electronic check,108.55,5610.7,Fiber optic,Yes,Yes,0,Yes
38,Two year,No,Credit card (automatic),25.05,963.95,No,No internet service,No internet service,0,No
70,One year,No,Credit card (automatic),74.1,5222.3,DSL,Yes,Yes,0,No
37,Month-to-month,Yes,Electronic check,88.8,3340.55,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Electronic check,78.85,292.8,Fiber optic,No,No,1,Yes
60,Month-to-month,Yes,Electronic check,93.25,5774.55,Fiber optic,No,Yes,1,No
62,One year,No,Credit card (automatic),71.4,4487.3,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,44.4,44.4,DSL,No,No,0,Yes
36,Month-to-month,Yes,Credit card (automatic),79.2,2854.95,DSL,Yes,Yes,0,No
44,Two year,No,Credit card (automatic),20.4,905.55,No,No internet service,No internet service,0,No
55,One year,Yes,Electronic check,100,5509.3,Fiber optic,No,No,1,Yes
72,Two year,Yes,Credit card (automatic),105,7589.8,Fiber optic,No,Yes,0,No
12,One year,No,Bank transfer (automatic),19.8,229.6,No,No internet service,No internet service,0,Yes
13,Month-to-month,Yes,Bank transfer (automatic),30.85,394.1,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,89.9,89.9,Fiber optic,No,No,0,Yes
15,One year,No,Mailed check,20.55,295.95,No,No internet service,No internet service,0,No
65,Two year,Yes,Bank transfer (automatic),84.85,5459.2,DSL,Yes,Yes,0,No
12,One year,No,Credit card (automatic),33.15,444.75,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),92,6782.15,DSL,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),89.8,6510.45,DSL,Yes,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),115.8,8476.5,Fiber optic,Yes,Yes,0,No
52,Two year,Yes,Mailed check,85.15,4461.85,DSL,Yes,Yes,0,No
2,Month-to-month,No,Mailed check,24.85,62,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,64.35,352.65,DSL,Yes,Yes,0,No
68,Two year,No,Credit card (automatic),20.5,1424.9,No,No internet service,No internet service,0,No
62,One year,Yes,Electronic check,100.15,6413.65,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),86.05,6309.65,DSL,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,50.8,50.8,DSL,No,No,0,Yes
66,One year,No,Electronic check,89,5898.6,Fiber optic,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),64.8,4719.75,DSL,Yes,Yes,0,No
26,One year,No,Credit card (automatic),19.8,457.3,No,No internet service,No internet service,0,No
64,Two year,No,Bank transfer (automatic),93.4,5822.3,Fiber optic,No,Yes,0,No
20,Month-to-month,Yes,Electronic check,73.65,1463.5,Fiber optic,No,No,1,Yes
3,Month-to-month,Yes,Electronic check,95.1,307.4,Fiber optic,No,No,0,Yes
22,Month-to-month,Yes,Credit card (automatic),94.65,2104.55,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Mailed check,80.6,319.15,Fiber optic,Yes,No,0,Yes
62,Two year,Yes,Bank transfer (automatic),39,2337.45,DSL,Yes,No,0,No
5,Month-to-month,Yes,Mailed check,20.5,104.3,No,No internet service,No internet service,0,No
59,One year,No,Electronic check,85.55,5084.65,Fiber optic,No,No,0,Yes
3,Two year,Yes,Mailed check,26.4,121.25,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),98.2,7015.9,Fiber optic,Yes,Yes,0,No
57,One year,Yes,Credit card (automatic),97.55,5598,Fiber optic,No,No,0,No
66,Two year,No,Credit card (automatic),19.95,1269.1,No,No internet service,No internet service,0,No
60,Month-to-month,Yes,Electronic check,50.8,3027.4,DSL,No,No,0,Yes
45,Two year,No,Bank transfer (automatic),99.7,4634.35,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Credit card (automatic),34.8,113.95,DSL,No,No,0,No
15,Month-to-month,No,Electronic check,105.1,1582.75,Fiber optic,Yes,Yes,0,Yes
51,One year,No,Bank transfer (automatic),60.15,3077,DSL,Yes,Yes,0,No
60,One year,No,Electronic check,64.75,4039.5,DSL,Yes,Yes,0,No
33,Month-to-month,Yes,Bank transfer (automatic),54.65,1665.2,DSL,No,No,0,No
10,Month-to-month,Yes,Electronic check,110.1,1043.3,Fiber optic,Yes,Yes,0,Yes
26,One year,No,Credit card (automatic),19.3,504.2,No,No internet service,No internet service,1,No
6,Month-to-month,No,Electronic check,83.9,497.55,Fiber optic,No,No,0,Yes
67,One year,Yes,Electronic check,111.25,7511.65,Fiber optic,Yes,Yes,0,No
49,One year,Yes,Credit card (automatic),35.8,1782,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,20.05,20.05,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,84.35,609.65,Fiber optic,No,No,1,No
27,One year,Yes,Bank transfer (automatic),110.5,2857.6,Fiber optic,No,Yes,1,No
37,One year,No,Credit card (automatic),91.2,3247.55,Fiber optic,No,No,0,No
63,Month-to-month,Yes,Electronic check,100.55,6215.35,Fiber optic,No,Yes,0,Yes
31,Month-to-month,No,Electronic check,89.3,2823,Fiber optic,Yes,Yes,0,No
50,Month-to-month,Yes,Bank transfer (automatic),103.85,5017.9,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Credit card (automatic),81.1,2619.25,Fiber optic,No,No,1,No
1,Month-to-month,No,Electronic check,24.6,24.6,DSL,No,No,0,Yes
63,One year,Yes,Credit card (automatic),81.2,4965.1,Fiber optic,Yes,No,0,No
30,Month-to-month,Yes,Credit card (automatic),94.3,2679.7,Fiber optic,No,Yes,0,No
71,Two year,Yes,Bank transfer (automatic),116.1,8310.55,Fiber optic,Yes,Yes,0,No
53,Two year,No,Electronic check,105.55,5682.25,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Bank transfer (automatic),98.9,1120.95,Fiber optic,Yes,Yes,0,Yes
50,Month-to-month,Yes,Credit card (automatic),94.4,4914.9,Fiber optic,No,Yes,0,No
2,Month-to-month,No,Mailed check,19.5,27.55,No,No internet service,No internet service,0,No
9,Month-to-month,No,Credit card (automatic),98.3,923.5,Fiber optic,No,No,0,Yes
17,Month-to-month,No,Electronic check,93.85,1625.65,Fiber optic,No,Yes,0,Yes
56,One year,Yes,Credit card (automatic),105.6,6068.65,Fiber optic,No,Yes,0,No
67,Two year,No,Credit card (automatic),81.35,5398.6,DSL,No,Yes,0,No
9,Month-to-month,Yes,Electronic check,100.5,918.6,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Electronic check,56.4,234.85,DSL,No,No,0,No
19,One year,Yes,Bank transfer (automatic),65.35,1231.85,DSL,Yes,No,0,No
8,Month-to-month,No,Mailed check,19.95,170.9,No,No internet service,No internet service,0,No
71,Two year,Yes,Electronic check,111.25,7984.15,Fiber optic,Yes,No,0,No
10,Month-to-month,Yes,Electronic check,72.85,688.65,Fiber optic,No,No,1,Yes
15,Month-to-month,No,Credit card (automatic),89,1288.3,Fiber optic,No,No,1,No
72,One year,Yes,Bank transfer (automatic),106.1,7848.5,Fiber optic,No,Yes,0,No
12,One year,No,Credit card (automatic),20.05,267,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),25.2,1798.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,73.55,73.55,Fiber optic,No,No,1,Yes
23,Month-to-month,Yes,Bank transfer (automatic),75.4,1643.55,Fiber optic,No,Yes,1,No
72,Two year,Yes,Bank transfer (automatic),65.55,4807.45,DSL,Yes,Yes,0,No
26,Month-to-month,Yes,Electronic check,80.7,2193,Fiber optic,No,No,0,No
21,One year,Yes,Mailed check,104.55,2239.4,Fiber optic,Yes,No,0,No
60,One year,No,Bank transfer (automatic),24.15,1505.9,No,No internet service,No internet service,0,No
12,Month-to-month,No,Mailed check,20.45,255.35,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Electronic check,75.4,1189.4,Fiber optic,No,No,0,No
63,One year,Yes,Credit card (automatic),79.7,4786.15,DSL,No,Yes,0,No
22,Month-to-month,No,Electronic check,81.7,1820.9,Fiber optic,No,Yes,1,No
32,Month-to-month,No,Bank transfer (automatic),76.3,2404.15,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,79.4,205.05,Fiber optic,No,No,1,Yes
13,Month-to-month,Yes,Electronic check,81.15,952.3,Fiber optic,No,No,0,Yes
68,Two year,Yes,Credit card (automatic),103.75,7039.45,Fiber optic,Yes,No,0,No
30,One year,No,Electronic check,86.45,2538.05,Fiber optic,No,No,0,No
16,Month-to-month,No,Bank transfer (automatic),75.1,1212.85,Fiber optic,No,No,0,No
33,Two year,No,Bank transfer (automatic),80.6,2651.1,Fiber optic,Yes,No,0,No
72,Two year,No,Credit card (automatic),19.3,1304.8,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,84.6,360.1,Fiber optic,No,No,1,Yes
12,One year,Yes,Mailed check,33.6,435.45,DSL,Yes,Yes,0,No
4,Month-to-month,Yes,Electronic check,83.25,308.05,Fiber optic,No,No,1,No
0,Two year,No,Mailed check,80.85, ,DSL,No,Yes,0,No
6,Month-to-month,Yes,Electronic check,79.05,434.5,Fiber optic,No,Yes,0,Yes
65,One year,Yes,Credit card (automatic),108.05,7118.9,Fiber optic,Yes,No,0,No
15,Month-to-month,No,Mailed check,19.9,320.45,No,No internet service,No internet service,0,No
24,One year,No,Bank transfer (automatic),21.05,531.55,No,No internet service,No internet service,0,No
13,Month-to-month,No,Electronic check,30.15,382.2,DSL,No,No,0,No
24,Month-to-month,Yes,Credit card (automatic),79.85,2001,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),65.5,4919.7,DSL,Yes,Yes,0,No
54,Month-to-month,Yes,Bank transfer (automatic),104.1,5645.8,Fiber optic,No,Yes,0,No
3,Month-to-month,No,Bank transfer (automatic),74.4,215.8,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Mailed check,20.5,77.6,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Mailed check,91.35,2896.55,Fiber optic,No,No,1,No
35,Month-to-month,Yes,Electronic check,99.05,3395.8,Fiber optic,No,No,1,Yes
35,Two year,No,Bank transfer (automatic),20.5,759.35,No,No internet service,No internet service,0,No
2,Month-to-month,No,Mailed check,44.95,85.15,DSL,No,No,1,Yes
8,Month-to-month,No,Electronic check,75.6,535.55,Fiber optic,No,No,0,No
22,Month-to-month,No,Mailed check,55.1,1253.15,DSL,Yes,Yes,0,No
15,Month-to-month,No,Electronic check,58.95,955.15,DSL,Yes,Yes,0,No
22,Month-to-month,Yes,Electronic check,95.1,2162.6,Fiber optic,No,No,0,No
1,Month-to-month,No,Credit card (automatic),44.7,44.7,DSL,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),25.45,1813.35,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,56.75,245.15,DSL,No,Yes,0,No
25,Month-to-month,No,Bank transfer (automatic),81.75,2028.8,DSL,Yes,Yes,0,No
32,Month-to-month,Yes,Electronic check,86.1,2723.75,Fiber optic,No,No,0,No
7,Month-to-month,No,Bank transfer (automatic),29.8,220.45,DSL,No,Yes,1,No
17,One year,Yes,Mailed check,20.5,365.8,No,No internet service,No internet service,0,No
8,Month-to-month,No,Bank transfer (automatic),60.9,551.95,DSL,No,Yes,1,No
56,Two year,No,Bank transfer (automatic),73.25,4054.2,DSL,Yes,Yes,1,No
1,Month-to-month,Yes,Mailed check,45.7,45.7,DSL,No,No,0,Yes
8,Month-to-month,No,Credit card (automatic),100.3,832.35,Fiber optic,Yes,Yes,1,Yes
7,Month-to-month,No,Electronic check,19.25,112.3,No,No internet service,No internet service,0,Yes
3,Month-to-month,No,Mailed check,20.85,60.65,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),77.35,5550.1,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,96,174.8,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,90.55,90.55,Fiber optic,No,No,0,Yes
49,Month-to-month,Yes,Bank transfer (automatic),93.85,4733.1,Fiber optic,No,Yes,0,No
58,Two year,No,Bank transfer (automatic),70.1,4048.95,DSL,Yes,No,0,No
44,Month-to-month,Yes,Electronic check,30.35,1359.7,DSL,No,No,1,Yes
59,Two year,Yes,Credit card (automatic),75.95,4542.35,DSL,Yes,No,0,No
71,Two year,Yes,Electronic check,108.05,7532.15,Fiber optic,Yes,Yes,0,Yes
1,Month-to-month,Yes,Electronic check,69.9,69.9,Fiber optic,No,No,0,Yes
11,Month-to-month,No,Electronic check,75.25,888.65,Fiber optic,No,No,0,No
62,One year,Yes,Electronic check,103.75,6383.35,Fiber optic,No,No,1,Yes
35,One year,Yes,Bank transfer (automatic),54.95,1916,DSL,Yes,Yes,0,No
20,Month-to-month,Yes,Bank transfer (automatic),19.5,413,No,No internet service,No internet service,0,No
40,Two year,No,Mailed check,19.6,808.95,No,No internet service,No internet service,0,No
39,One year,Yes,Electronic check,47.85,1886.4,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,86.6,86.6,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),23.75,1679.25,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Bank transfer (automatic),80.6,2656.5,Fiber optic,No,No,1,Yes
12,Month-to-month,No,Bank transfer (automatic),43.8,540.95,DSL,No,No,0,No
1,Month-to-month,No,Bank transfer (automatic),19.75,19.75,No,No internet service,No internet service,0,No
27,Month-to-month,No,Mailed check,19.15,537.35,No,No internet service,No internet service,0,No
34,One year,No,Credit card (automatic),19.6,678.8,No,No internet service,No internet service,0,No
56,Two year,No,Bank transfer (automatic),80.3,4513.65,Fiber optic,No,Yes,0,No
58,Two year,No,Credit card (automatic),24.35,1423.85,No,No internet service,No internet service,0,No
22,Two year,No,Credit card (automatic),25.25,555.4,No,No internet service,No internet service,0,No
10,Two year,No,Credit card (automatic),26.1,225.55,No,No internet service,No internet service,0,No
13,Two year,No,Credit card (automatic),20,268.45,No,No internet service,No internet service,0,No
35,Month-to-month,No,Credit card (automatic),85.3,2917.5,Fiber optic,Yes,No,0,Yes
34,Month-to-month,Yes,Credit card (automatic),70,2416.1,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,94.3,424.45,Fiber optic,No,No,1,Yes
72,Two year,No,Bank transfer (automatic),20.7,1492.1,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,70.3,132.4,DSL,Yes,No,0,No
7,Month-to-month,Yes,Electronic check,95.35,660.9,Fiber optic,No,No,0,Yes
27,Month-to-month,Yes,Electronic check,75.5,1893.95,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Mailed check,69.55,284.9,Fiber optic,No,No,0,No
37,Two year,No,Mailed check,19.85,784.25,No,No internet service,No internet service,0,No
21,Month-to-month,No,Mailed check,20,417.7,No,No internet service,No internet service,0,No
53,One year,Yes,Credit card (automatic),95.85,5016.25,Fiber optic,No,No,1,No
18,Month-to-month,Yes,Electronic check,90.1,1612.75,Fiber optic,Yes,No,0,Yes
2,Month-to-month,No,Electronic check,68.95,119.75,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Credit card (automatic),99.55,3204.65,Fiber optic,No,Yes,0,Yes
23,One year,Yes,Electronic check,20.75,485.2,No,No internet service,No internet service,1,No
3,Month-to-month,Yes,Mailed check,50.15,160.85,DSL,No,Yes,0,No
71,Two year,No,Mailed check,58.65,4145.25,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Bank transfer (automatic),95.9,827.45,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Electronic check,49.5,49.5,DSL,No,No,0,No
18,Month-to-month,No,Electronic check,57.45,990.85,DSL,No,No,0,Yes
12,One year,No,Credit card (automatic),53.65,696.35,DSL,No,No,0,Yes
71,Two year,Yes,Mailed check,80.1,5585.4,DSL,Yes,Yes,0,No
64,One year,Yes,Bank transfer (automatic),24.4,1601.2,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,40.05,162.45,DSL,Yes,No,0,No
23,Month-to-month,Yes,Mailed check,19.5,470.2,No,No internet service,No internet service,0,No
39,Month-to-month,No,Credit card (automatic),51.05,2066,DSL,No,Yes,0,No
28,One year,No,Mailed check,54.35,1426.45,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,84.7,392.5,Fiber optic,No,No,1,No
45,Month-to-month,Yes,Electronic check,86.1,3861.45,Fiber optic,No,No,1,No
37,Month-to-month,Yes,Mailed check,70.35,2552.9,Fiber optic,No,No,0,No
60,Two year,Yes,Bank transfer (automatic),110,6668.35,Fiber optic,Yes,Yes,1,No
8,Month-to-month,Yes,Electronic check,100.6,819.4,Fiber optic,No,No,1,Yes
47,One year,No,Credit card (automatic),94.9,4615.25,Fiber optic,No,Yes,0,No
26,Month-to-month,Yes,Electronic check,83.75,2070.6,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Mailed check,88.3,273.75,Fiber optic,Yes,Yes,1,Yes
50,Month-to-month,Yes,Bank transfer (automatic),69.75,3557.7,Fiber optic,No,No,0,No
27,Month-to-month,No,Bank transfer (automatic),71.6,1957.1,DSL,Yes,No,0,No
8,Month-to-month,Yes,Electronic check,92.1,729.95,Fiber optic,No,No,1,Yes
62,Two year,No,Bank transfer (automatic),23.65,1416.75,No,No internet service,No internet service,0,No
71,Two year,No,Bank transfer (automatic),81.85,5924.4,DSL,Yes,Yes,0,No
66,Two year,No,Mailed check,25.1,1697.7,No,No internet service,No internet service,0,No
68,Two year,Yes,Bank transfer (automatic),114.7,7849.85,Fiber optic,Yes,Yes,0,No
13,Month-to-month,No,Electronic check,49.15,649.4,DSL,No,No,0,No
56,One year,Yes,Electronic check,80.9,4557.5,Fiber optic,No,No,0,No
38,Month-to-month,Yes,Electronic check,79.45,3013.05,Fiber optic,No,Yes,0,Yes
14,Month-to-month,No,Credit card (automatic),90.45,1266.1,Fiber optic,No,No,1,Yes
16,One year,Yes,Bank transfer (automatic),19.3,360.35,No,No internet service,No internet service,0,No
14,Month-to-month,No,Electronic check,70.2,1046.5,Fiber optic,No,No,0,No
32,Month-to-month,Yes,Bank transfer (automatic),69.75,2347.9,Fiber optic,No,No,0,Yes
8,One year,No,Bank transfer (automatic),54.25,447.75,DSL,Yes,Yes,0,No
43,Month-to-month,Yes,Bank transfer (automatic),99.3,4209.95,Fiber optic,No,No,0,No
52,One year,No,Credit card (automatic),74,3877.65,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Mailed check,50.25,152.3,DSL,Yes,No,0,No
29,One year,Yes,Mailed check,19.8,572.2,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,19.65,19.65,No,No internet service,No internet service,0,Yes
12,Month-to-month,Yes,Electronic check,43.65,526.95,DSL,Yes,No,1,Yes
16,Month-to-month,Yes,Credit card (automatic),35.5,552.7,DSL,No,No,0,No
40,One year,Yes,Mailed check,80.75,3208.65,DSL,Yes,No,0,No
5,Month-to-month,No,Electronic check,39.5,210.75,DSL,No,No,0,Yes
40,Month-to-month,Yes,Bank transfer (automatic),97.1,3706.95,Fiber optic,No,No,0,Yes
36,One year,No,Mailed check,19.55,620.75,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,80,412.5,Fiber optic,No,No,0,Yes
10,Month-to-month,Yes,Mailed check,84.7,832.05,Fiber optic,No,Yes,0,Yes
2,Month-to-month,Yes,Bank transfer (automatic),89.55,185.55,Fiber optic,No,No,0,Yes
23,Month-to-month,Yes,Electronic check,90.6,1943.2,Fiber optic,Yes,No,0,Yes
26,One year,Yes,Bank transfer (automatic),20.05,505.9,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,112.4,8046.85,Fiber optic,No,Yes,1,No
34,Month-to-month,No,Bank transfer (automatic),50.2,1815.3,DSL,Yes,No,0,No
10,Month-to-month,No,Bank transfer (automatic),62.25,612.95,DSL,Yes,Yes,0,No
14,One year,No,Mailed check,55.7,795.15,DSL,Yes,Yes,0,No
23,Month-to-month,Yes,Bank transfer (automatic),90.05,2169.8,Fiber optic,No,Yes,0,Yes
47,Two year,No,Mailed check,19.65,973.1,No,No internet service,No internet service,0,No
24,Month-to-month,Yes,Electronic check,89.25,2210.2,Fiber optic,Yes,Yes,0,No
49,Month-to-month,Yes,Bank transfer (automatic),99.05,4853.75,Fiber optic,No,No,0,Yes
20,One year,No,Mailed check,54,1055.9,DSL,Yes,Yes,1,No
2,Month-to-month,No,Bank transfer (automatic),69.75,144.55,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Credit card (automatic),49.05,91.1,DSL,No,No,0,Yes
22,Two year,No,Bank transfer (automatic),56.75,1304.85,DSL,Yes,No,0,No
7,Month-to-month,Yes,Bank transfer (automatic),98.05,713,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,21.1,21.1,No,No internet service,No internet service,0,No
59,Month-to-month,Yes,Bank transfer (automatic),96.65,5580.8,Fiber optic,Yes,No,0,No
58,One year,Yes,Credit card (automatic),24.5,1497.9,No,No internet service,No internet service,0,No
41,Month-to-month,Yes,Bank transfer (automatic),114.5,4527.45,Fiber optic,Yes,Yes,0,Yes
59,Two year,Yes,Credit card (automatic),79.2,4590.35,Fiber optic,No,No,1,No
3,Month-to-month,Yes,Electronic check,69.55,200.2,Fiber optic,No,No,0,No
32,Two year,Yes,Bank transfer (automatic),20.05,614.45,No,No internet service,No internet service,0,No
46,Month-to-month,Yes,Electronic check,98.85,4564.9,Fiber optic,No,No,1,No
0,Two year,No,Mailed check,25.75, ,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,80.95,171.15,Fiber optic,No,No,0,Yes
52,One year,No,Credit card (automatic),19.6,1012.4,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,74.3,940.35,Fiber optic,No,No,1,Yes
11,Month-to-month,No,Bank transfer (automatic),89.7,1047.7,Fiber optic,No,No,1,Yes
32,Month-to-month,No,Bank transfer (automatic),87.65,2766.4,Fiber optic,Yes,Yes,0,No
17,Month-to-month,Yes,Credit card (automatic),100.45,1622.45,Fiber optic,No,No,1,Yes
16,Month-to-month,Yes,Credit card (automatic),74.75,1129.35,Fiber optic,No,No,0,No
51,One year,No,Bank transfer (automatic),107.45,5680.9,Fiber optic,No,Yes,0,No
29,One year,Yes,Bank transfer (automatic),75.35,2243.9,DSL,Yes,No,0,No
70,Two year,No,Credit card (automatic),64.95,4523.25,DSL,Yes,Yes,0,No
71,Two year,No,Electronic check,100.45,7159.7,Fiber optic,Yes,Yes,0,No
41,One year,No,Bank transfer (automatic),68.5,2839.95,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,80.55,80.55,Fiber optic,No,No,0,No
7,Month-to-month,No,Bank transfer (automatic),81.25,580.1,DSL,Yes,Yes,0,No
25,One year,Yes,Electronic check,90.4,2178.6,Fiber optic,No,No,0,Yes
67,One year,No,Electronic check,89.55,6038.55,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Mailed check,55.7,259.4,DSL,Yes,No,0,No
15,Month-to-month,Yes,Electronic check,24.8,324.15,No,No internet service,No internet service,0,No
20,Month-to-month,No,Electronic check,20,417.65,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Mailed check,56.15,168.15,DSL,No,No,0,Yes
54,One year,Yes,Electronic check,105.2,5637.85,Fiber optic,Yes,No,0,No
42,One year,Yes,Mailed check,19.55,839.4,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,79.75,769.1,Fiber optic,No,No,0,No
63,Two year,No,Bank transfer (automatic),97.45,6253,Fiber optic,No,No,0,No
69,Two year,No,Bank transfer (automatic),24.25,1641.8,No,No internet service,No internet service,0,No
69,Two year,No,Credit card (automatic),24.6,1678.05,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Mailed check,50.15,2058.5,DSL,No,No,0,No
60,Two year,No,Bank transfer (automatic),39.6,2424.5,DSL,No,Yes,0,No
4,Month-to-month,Yes,Bank transfer (automatic),94.4,387.2,Fiber optic,Yes,Yes,0,Yes
71,Two year,No,Mailed check,89.85,6293.45,DSL,Yes,Yes,1,No
37,Month-to-month,Yes,Credit card (automatic),78.95,2839.65,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Credit card (automatic),98.85,3145.9,Fiber optic,No,No,0,No
39,Two year,Yes,Credit card (automatic),53.85,2200.7,DSL,Yes,No,0,No
38,One year,Yes,Electronic check,24.25,914.4,No,No internet service,No internet service,0,No
52,Two year,Yes,Credit card (automatic),89.45,4577.75,Fiber optic,No,No,0,No
48,Month-to-month,Yes,Credit card (automatic),105.25,4997.5,Fiber optic,No,Yes,0,No
70,Two year,No,Bank transfer (automatic),59.5,4144.8,DSL,Yes,Yes,0,No
20,Month-to-month,No,Credit card (automatic),70.55,1493.55,Fiber optic,No,No,0,No
50,One year,Yes,Credit card (automatic),82.5,4179.1,DSL,Yes,Yes,0,No
19,One year,Yes,Credit card (automatic),44.85,893.55,DSL,No,No,0,Yes
25,One year,Yes,Bank transfer (automatic),61.6,1611,DSL,No,Yes,0,No
12,Month-to-month,Yes,Bank transfer (automatic),49.05,593.05,DSL,No,No,0,No
39,Month-to-month,Yes,Electronic check,105.65,4284.8,Fiber optic,No,No,1,Yes
7,Month-to-month,No,Mailed check,74.65,544.55,Fiber optic,No,No,0,Yes
23,One year,Yes,Mailed check,66.25,1533.8,DSL,Yes,Yes,0,No
27,Month-to-month,Yes,Electronic check,19.4,529.8,No,No internet service,No internet service,0,No
47,Month-to-month,Yes,Credit card (automatic),86.05,3865.6,Fiber optic,No,No,1,No
26,Two year,Yes,Credit card (automatic),19.15,515.75,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Bank transfer (automatic),64.7,941,DSL,No,Yes,0,Yes
11,Month-to-month,Yes,Bank transfer (automatic),104.05,1133.65,Fiber optic,Yes,No,1,Yes
2,Month-to-month,No,Mailed check,19.25,48.35,No,No internet service,No internet service,0,No
26,Month-to-month,No,Electronic check,81.95,2070.05,Fiber optic,No,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),114.65,8333.95,Fiber optic,Yes,Yes,1,No
63,Two year,No,Credit card (automatic),20,1209.25,No,No internet service,No internet service,0,No
71,Two year,No,Mailed check,19.8,1396.25,No,No internet service,No internet service,0,No
11,Month-to-month,Yes,Bank transfer (automatic),65.15,723.35,DSL,No,Yes,0,No
14,One year,No,Mailed check,19.65,228.65,No,No internet service,No internet service,1,No
13,Two year,No,Credit card (automatic),88.95,1161.75,DSL,Yes,Yes,0,No
6,Month-to-month,Yes,Mailed check,20.2,98.35,No,No internet service,No internet service,0,No
11,Month-to-month,Yes,Credit card (automatic),75.2,775.3,Fiber optic,No,No,1,No
18,Month-to-month,No,Credit card (automatic),56.8,1074.65,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,35.55,35.55,DSL,No,No,0,Yes
32,Month-to-month,Yes,Bank transfer (automatic),75.5,2324.7,Fiber optic,No,Yes,0,No
29,One year,No,Mailed check,35.6,1072.6,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,60.25,170.5,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,95.15,196.9,Fiber optic,No,No,0,Yes
13,Month-to-month,Yes,Mailed check,96.65,1162.85,Fiber optic,No,No,0,Yes
41,Month-to-month,Yes,Electronic check,40.35,1677.85,DSL,No,No,0,No
1,Month-to-month,No,Electronic check,18.85,18.85,No,No internet service,No internet service,0,No
7,Month-to-month,No,Mailed check,54.85,370.4,DSL,No,No,0,No
52,One year,Yes,Mailed check,64.3,3410.6,DSL,No,Yes,0,No
45,Two year,Yes,Bank transfer (automatic),24.65,1138.8,No,No internet service,No internet service,0,No
70,Two year,No,Credit card (automatic),76.1,5264.25,DSL,Yes,No,0,No
53,Two year,No,Mailed check,18.7,1005.7,No,No internet service,No internet service,0,No
62,One year,Yes,Credit card (automatic),97.95,5936.55,Fiber optic,No,No,1,No
60,Month-to-month,Yes,Credit card (automatic),94.1,5475.9,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,80.4,224.05,Fiber optic,No,No,1,Yes
23,Month-to-month,Yes,Electronic check,95.1,2326.05,Fiber optic,No,Yes,1,No
1,Month-to-month,Yes,Mailed check,31.35,31.35,DSL,No,No,0,Yes
67,One year,Yes,Bank transfer (automatic),72.35,4991.5,DSL,Yes,Yes,0,No
12,Month-to-month,Yes,Bank transfer (automatic),89.75,1052.4,Fiber optic,No,No,0,Yes
71,Two year,Yes,Bank transfer (automatic),82.7,5831.2,DSL,Yes,Yes,1,No
25,One year,No,Credit card (automatic),19.9,510.8,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,53.8,283.95,DSL,No,Yes,0,No
26,One year,Yes,Credit card (automatic),51.55,1295.4,DSL,No,No,0,No
1,One year,No,Mailed check,19.65,19.65,No,No internet service,No internet service,0,No
70,One year,Yes,Credit card (automatic),44.05,3011.65,DSL,No,No,1,No
72,Two year,Yes,Electronic check,114,8093.15,Fiber optic,Yes,Yes,0,No
60,One year,Yes,Electronic check,94.4,5610.25,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Electronic check,100.4,3217.65,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Electronic check,19.85,19.85,No,No internet service,No internet service,0,Yes
14,One year,Yes,Mailed check,54.25,773.2,DSL,No,No,0,No
13,Month-to-month,Yes,Credit card (automatic),80,1029.35,Fiber optic,No,Yes,0,No
6,Month-to-month,Yes,Credit card (automatic),109.9,669.45,Fiber optic,Yes,No,0,Yes
46,Two year,No,Mailed check,79.2,3593.8,DSL,No,Yes,0,No
15,Month-to-month,Yes,Electronic check,101.35,1553.95,Fiber optic,Yes,No,0,Yes
43,Month-to-month,Yes,Electronic check,94.3,3953.15,Fiber optic,Yes,No,1,No
39,Two year,Yes,Bank transfer (automatic),49.8,1971.15,DSL,Yes,No,0,No
21,Month-to-month,Yes,Bank transfer (automatic),60.05,1236.15,DSL,No,No,1,Yes
57,Month-to-month,Yes,Electronic check,53.75,3196,DSL,No,Yes,0,No
53,One year,Yes,Electronic check,93.45,4872.2,Fiber optic,Yes,No,0,No
18,Month-to-month,Yes,Mailed check,87.9,1500.5,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,60.15,60.15,DSL,No,No,0,Yes
58,One year,Yes,Bank transfer (automatic),61.05,3478.75,DSL,Yes,Yes,0,No
71,Two year,No,Bank transfer (automatic),104.05,7413.55,Fiber optic,No,No,1,No
35,One year,Yes,Electronic check,99.25,3532,Fiber optic,Yes,No,0,No
3,Month-to-month,No,Credit card (automatic),85.7,256.75,Fiber optic,No,No,0,No
38,One year,Yes,Electronic check,104.85,3887.25,Fiber optic,No,Yes,0,No
35,Two year,Yes,Credit card (automatic),69.15,2490.15,DSL,Yes,Yes,0,No
7,Month-to-month,Yes,Electronic check,90.45,593.45,Fiber optic,No,No,0,Yes
47,Two year,No,Mailed check,74.45,3510.3,DSL,Yes,No,0,No
14,Month-to-month,No,Electronic check,50.45,765.45,DSL,No,No,0,No
20,Month-to-month,Yes,Electronic check,60,1259.35,DSL,No,No,1,No
66,Two year,No,Electronic check,85.25,5538.35,DSL,Yes,Yes,0,No
15,Month-to-month,Yes,Credit card (automatic),19.45,340.85,No,No internet service,No internet service,0,No
42,Two year,Yes,Bank transfer (automatic),20.75,844.45,No,No internet service,No internet service,0,No
17,Month-to-month,No,Electronic check,78.9,1348.95,Fiber optic,No,Yes,0,No
37,One year,Yes,Credit card (automatic),104.5,3778,Fiber optic,Yes,No,0,No
12,Month-to-month,Yes,Electronic check,49.4,611.65,DSL,No,No,0,No
53,One year,Yes,Bank transfer (automatic),94.25,4867.95,Fiber optic,No,No,0,Yes
60,Two year,No,Mailed check,25,1505.05,No,No internet service,No internet service,0,No
18,Month-to-month,No,Credit card (automatic),25.55,467.85,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,74.9,74.9,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,70.15,194.2,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Credit card (automatic),69.4,571.45,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,80.25,80.25,Fiber optic,No,No,0,Yes
56,One year,Yes,Electronic check,93.15,5253.95,Fiber optic,No,Yes,0,No
17,Month-to-month,Yes,Electronic check,69,1149.65,Fiber optic,No,No,0,Yes
11,Month-to-month,Yes,Electronic check,66.35,740.8,DSL,Yes,No,0,Yes
7,Month-to-month,Yes,Electronic check,69.55,521.35,Fiber optic,No,No,0,No
69,Two year,No,Bank transfer (automatic),20.2,1412.65,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Bank transfer (automatic),86,1532.45,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,80.3,250.05,Fiber optic,No,No,0,Yes
54,Two year,No,Credit card (automatic),20.4,1090.6,No,No internet service,No internet service,0,No
62,One year,Yes,Credit card (automatic),23.75,1446.8,No,No internet service,No internet service,0,No
24,Month-to-month,Yes,Credit card (automatic),90.55,2282.55,Fiber optic,No,No,0,Yes
62,Month-to-month,Yes,Credit card (automatic),70.45,4300.45,DSL,No,No,0,No
17,Month-to-month,No,Bank transfer (automatic),65.75,1111.2,DSL,No,Yes,0,No
9,Month-to-month,Yes,Mailed check,24.6,190.1,DSL,No,No,0,No
64,Two year,No,Mailed check,69.25,4447.75,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,75.9,143.35,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,45.85,45.85,DSL,No,No,0,Yes
16,Month-to-month,Yes,Electronic check,49.95,810.2,DSL,Yes,No,0,Yes
72,Two year,No,Bank transfer (automatic),24.65,1830.05,No,No internet service,No internet service,0,No
30,One year,No,Bank transfer (automatic),90.4,2820.65,Fiber optic,No,Yes,0,No
49,Month-to-month,Yes,Mailed check,100.85,4847.35,Fiber optic,No,Yes,0,No
61,Two year,No,Credit card (automatic),75.35,4729.3,DSL,Yes,Yes,0,No
47,Month-to-month,No,Electronic check,87.2,4017.45,Fiber optic,No,No,0,No
20,Month-to-month,No,Credit card (automatic),64.4,1398.6,DSL,No,Yes,0,No
34,Month-to-month,No,Electronic check,78.3,2564.3,Fiber optic,No,No,0,Yes
70,Two year,No,Bank transfer (automatic),24.7,1685.9,No,No internet service,No internet service,0,No
54,One year,Yes,Electronic check,105.85,5826.65,Fiber optic,Yes,Yes,0,No
61,One year,Yes,Mailed check,98.3,6066.55,Fiber optic,Yes,No,1,No
3,Month-to-month,Yes,Electronic check,76.95,228.4,Fiber optic,No,No,0,Yes
13,One year,No,Mailed check,19.45,270.2,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Electronic check,96.15,1529.2,Fiber optic,No,No,1,Yes
3,Month-to-month,Yes,Credit card (automatic),58.7,168.6,DSL,No,No,0,No
25,Month-to-month,Yes,Mailed check,20.15,536.35,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Mailed check,64.5,1888.45,DSL,No,Yes,0,No
21,Month-to-month,No,Electronic check,28.5,629.35,DSL,No,Yes,0,No
1,Month-to-month,No,Electronic check,45.3,45.3,DSL,No,No,0,Yes
15,Month-to-month,No,Bank transfer (automatic),19.4,289.3,No,No internet service,No internet service,0,Yes
23,Month-to-month,Yes,Electronic check,90.45,2117.25,Fiber optic,No,No,1,No
45,Month-to-month,Yes,Electronic check,105.15,4730.9,Fiber optic,No,Yes,0,No
24,One year,No,Bank transfer (automatic),83.15,2033.05,Fiber optic,No,No,0,No
11,Month-to-month,No,Electronic check,90.15,987.95,Fiber optic,Yes,No,0,Yes
1,Month-to-month,No,Mailed check,45.05,45.05,DSL,No,No,0,Yes
56,Two year,No,Bank transfer (automatic),103.2,5744.35,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Electronic check,75.8,75.8,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,19.45,19.45,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,79.3,523.15,Fiber optic,No,No,0,Yes
55,Two year,No,Credit card (automatic),88.8,4805.3,Fiber optic,Yes,No,1,No
2,Month-to-month,Yes,Electronic check,30.9,59.05,DSL,Yes,No,0,Yes
72,Two year,Yes,Credit card (automatic),85.9,6110.75,DSL,Yes,Yes,0,No
45,One year,No,Electronic check,34.2,1596.6,DSL,No,No,1,No
47,Two year,No,Mailed check,20.15,1046.2,No,No internet service,No internet service,0,No
46,One year,No,Credit card (automatic),95.25,4424.2,Fiber optic,No,No,1,Yes
2,Month-to-month,Yes,Mailed check,50.3,92.75,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,80.15,194.55,Fiber optic,Yes,Yes,0,No
12,Month-to-month,Yes,Electronic check,51.25,612.1,DSL,No,No,0,No
68,Month-to-month,Yes,Bank transfer (automatic),89.6,6127.6,Fiber optic,No,No,1,Yes
69,Two year,Yes,Credit card (automatic),95.2,6671.7,Fiber optic,Yes,No,0,No
56,One year,No,Credit card (automatic),94.8,5264.3,Fiber optic,No,Yes,1,No
4,Month-to-month,Yes,Electronic check,80.25,303.7,Fiber optic,No,Yes,1,No
64,Two year,Yes,Bank transfer (automatic),76.1,4818.8,DSL,Yes,No,0,No
59,One year,Yes,Electronic check,110.15,6448.05,Fiber optic,No,Yes,0,Yes
62,Two year,No,Bank transfer (automatic),115.55,7159.05,Fiber optic,Yes,Yes,0,No
63,Two year,No,Credit card (automatic),24.65,1574.5,No,No internet service,No internet service,0,No
53,One year,Yes,Electronic check,53.6,2879.2,DSL,Yes,Yes,0,No
5,Month-to-month,No,Mailed check,19.45,86.05,No,No internet service,No internet service,0,No
49,Month-to-month,Yes,Electronic check,88.2,4159.45,Fiber optic,No,Yes,1,No
62,Two year,Yes,Bank transfer (automatic),101.15,6638.35,Fiber optic,No,Yes,0,No
55,Two year,No,Mailed check,56.8,3112.05,DSL,Yes,Yes,0,No
71,Two year,Yes,Electronic check,99.4,7168.25,Fiber optic,Yes,Yes,1,No
72,Two year,Yes,Credit card (automatic),20.1,1326.25,No,No internet service,No internet service,0,No
36,One year,No,Credit card (automatic),60.7,2234.55,DSL,Yes,Yes,0,No
25,One year,Yes,Bank transfer (automatic),20.95,495.15,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),114.85,8317.95,Fiber optic,Yes,Yes,1,No
36,One year,Yes,Bank transfer (automatic),19.25,679.8,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,62.8,62.8,DSL,No,No,0,No
72,Two year,Yes,Electronic check,105.5,7544,Fiber optic,No,Yes,0,No
59,Two year,No,Mailed check,19.85,1188.25,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,89.5,676.7,Fiber optic,No,No,1,Yes
1,One year,No,Credit card (automatic),74.1,74.1,DSL,Yes,No,0,No
30,Month-to-month,Yes,Electronic check,107.5,3242.5,Fiber optic,Yes,No,0,No
64,Two year,No,Mailed check,19.55,1240.15,No,No internet service,No internet service,0,No
63,One year,No,Bank transfer (automatic),68.8,4111.35,DSL,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),84.45,5899.85,DSL,No,Yes,1,No
8,Month-to-month,No,Electronic check,75,632.95,Fiber optic,No,Yes,0,Yes
62,Two year,No,Bank transfer (automatic),84.5,5193.2,DSL,Yes,No,0,No
67,Two year,Yes,Bank transfer (automatic),111.2,7530.8,Fiber optic,Yes,No,0,No
6,Month-to-month,No,Electronic check,44.75,270.95,DSL,No,No,0,Yes
70,Two year,Yes,Bank transfer (automatic),80.6,5460.2,DSL,Yes,Yes,0,No
20,Month-to-month,No,Bank transfer (automatic),80.7,1614.2,Fiber optic,No,No,1,No
5,Month-to-month,No,Electronic check,75.6,402.5,Fiber optic,No,No,0,No
24,One year,No,Electronic check,57.6,1367.75,DSL,No,Yes,0,No
11,Month-to-month,Yes,Electronic check,44.05,483.7,DSL,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),110.6,7962.2,Fiber optic,Yes,No,0,No
66,Two year,Yes,Credit card (automatic),58.2,3810.8,DSL,Yes,Yes,0,No
45,Two year,Yes,Mailed check,81,3533.6,DSL,Yes,Yes,0,No
69,Two year,No,Bank transfer (automatic),19.7,1396.9,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Bank transfer (automatic),85.6,1345.55,Fiber optic,No,No,1,Yes
28,Month-to-month,Yes,Bank transfer (automatic),59.55,1646.45,DSL,No,No,0,No
70,One year,No,Credit card (automatic),115.55,8127.6,Fiber optic,Yes,Yes,0,Yes
36,One year,Yes,Mailed check,75.55,2680.15,DSL,Yes,Yes,0,No
16,Month-to-month,Yes,Electronic check,86.6,1281,Fiber optic,No,No,1,Yes
18,Month-to-month,Yes,Electronic check,85.2,1553.9,Fiber optic,No,No,0,Yes
34,Month-to-month,Yes,Electronic check,97.65,3207.55,Fiber optic,No,No,0,Yes
42,One year,Yes,Credit card (automatic),45.1,2049.05,DSL,No,No,0,No
48,One year,Yes,Bank transfer (automatic),70.95,3629.2,DSL,Yes,Yes,0,No
47,Month-to-month,Yes,Electronic check,109.55,5124.55,Fiber optic,Yes,No,0,Yes
39,One year,Yes,Electronic check,89.55,3474.45,Fiber optic,Yes,No,0,Yes
11,Two year,No,Credit card (automatic),20.9,202.3,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Mailed check,19.95,147.5,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,24.6,86.35,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,66.7,579,DSL,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,19.45,19.45,No,No internet service,No internet service,0,Yes
32,One year,No,Mailed check,94.8,3131.55,Fiber optic,No,Yes,0,No
60,One year,Yes,Bank transfer (automatic),65.85,3928.3,DSL,Yes,Yes,0,No
10,Month-to-month,Yes,Bank transfer (automatic),19.95,187.75,No,No internet service,No internet service,0,No
71,Two year,Yes,Bank transfer (automatic),24.65,1710.15,No,No internet service,No internet service,0,No
4,Month-to-month,No,Mailed check,20.35,76.35,No,No internet service,No internet service,0,Yes
1,Month-to-month,Yes,Electronic check,69.25,69.25,Fiber optic,No,No,1,Yes
43,One year,Yes,Bank transfer (automatic),51.25,2151.6,DSL,Yes,Yes,0,No
59,One year,Yes,Bank transfer (automatic),99.5,5961.1,Fiber optic,No,No,0,Yes
23,Month-to-month,No,Electronic check,54.25,1221.55,DSL,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),19.4,1496.45,No,No internet service,No internet service,0,No
22,One year,Yes,Credit card (automatic),56.25,1292.2,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,25.15,25.15,DSL,No,No,0,No
69,Two year,No,Bank transfer (automatic),23.95,1713.1,No,No internet service,No internet service,0,No
50,One year,Yes,Mailed check,35.4,1748.9,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,25.2,25.2,DSL,No,No,1,Yes
2,Month-to-month,Yes,Mailed check,45,96.45,DSL,No,No,0,Yes
15,Month-to-month,No,Bank transfer (automatic),75.35,1114.55,Fiber optic,No,No,0,No
31,Two year,No,Bank transfer (automatic),20.4,609.1,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.15,20.15,No,No internet service,No internet service,0,Yes
66,Month-to-month,Yes,Credit card (automatic),105,7133.25,Fiber optic,No,No,0,Yes
0,Two year,No,Credit card (automatic),56.05, ,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Credit card (automatic),54.7,169.45,DSL,No,No,0,Yes
8,Two year,No,Mailed check,20,141.6,No,No internet service,No internet service,0,No
64,One year,Yes,Credit card (automatic),73.05,4688.65,DSL,No,Yes,0,No
28,Month-to-month,No,Mailed check,20.5,563.05,No,No internet service,No internet service,0,No
57,One year,Yes,Credit card (automatic),100.75,5985,Fiber optic,No,No,0,No
14,Month-to-month,Yes,Electronic check,87.25,1258.6,Fiber optic,No,No,0,Yes
19,Two year,Yes,Mailed check,19.95,373.5,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,79.95,857.2,Fiber optic,No,No,0,Yes
51,Month-to-month,Yes,Electronic check,49.65,2553.35,DSL,No,No,0,No
67,Two year,No,Mailed check,65.65,4322.85,DSL,No,Yes,0,No
11,Month-to-month,Yes,Electronic check,20.45,250.8,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),60.95,4549.05,DSL,Yes,Yes,0,No
66,One year,Yes,Electronic check,20.35,1359.5,No,No internet service,No internet service,0,No
18,Month-to-month,Yes,Electronic check,88.35,1639.3,Fiber optic,Yes,No,0,Yes
9,Month-to-month,Yes,Electronic check,19.5,178.85,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Credit card (automatic),75.2,633.85,Fiber optic,No,No,0,No
48,Month-to-month,Yes,Bank transfer (automatic),111.45,5315.1,Fiber optic,No,Yes,0,No
10,Month-to-month,No,Mailed check,70.15,735.5,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Electronic check,94.75,889.9,Fiber optic,No,No,0,Yes
13,Month-to-month,Yes,Electronic check,95.05,1290,Fiber optic,No,No,1,Yes
4,Month-to-month,No,Electronic check,78.45,330.05,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,70.2,237.95,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),92,6474.4,DSL,Yes,Yes,0,No
51,Two year,No,Credit card (automatic),85.5,4421.95,DSL,Yes,Yes,0,No
59,Month-to-month,Yes,Bank transfer (automatic),41.05,2452.7,DSL,No,No,0,Yes
10,Month-to-month,Yes,Electronic check,85.6,813.85,Fiber optic,No,No,0,Yes
61,Month-to-month,Yes,Electronic check,82.15,4904.85,Fiber optic,No,No,1,No
54,One year,No,Electronic check,84.4,4484.05,Fiber optic,Yes,Yes,0,No
33,Month-to-month,Yes,Mailed check,60.9,2033.85,DSL,No,Yes,0,No
27,Two year,Yes,Bank transfer (automatic),20.25,538.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.2,79.2,Fiber optic,No,No,1,Yes
23,Month-to-month,No,Mailed check,95.3,2192.9,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,19.85,19.85,No,No internet service,No internet service,0,No
45,Two year,Yes,Mailed check,84.35,3858.05,DSL,Yes,Yes,0,No
39,Two year,Yes,Bank transfer (automatic),19.85,854.8,No,No internet service,No internet service,0,No
5,One year,Yes,Mailed check,70,347.4,DSL,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),82.3,5815.15,DSL,Yes,Yes,0,No
58,Month-to-month,Yes,Bank transfer (automatic),66.8,3970.4,DSL,No,No,0,No
70,Two year,Yes,Bank transfer (automatic),44.6,3058.15,DSL,Yes,Yes,0,No
61,One year,Yes,Bank transfer (automatic),98.45,6145.2,Fiber optic,Yes,No,0,No
2,Month-to-month,No,Mailed check,70.7,129.2,Fiber optic,No,No,0,No
46,One year,No,Mailed check,24.95,1165.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Bank transfer (automatic),49.95,49.95,DSL,No,No,0,Yes
22,Month-to-month,Yes,Electronic check,69.25,1554,Fiber optic,No,No,0,Yes
48,Two year,Yes,Credit card (automatic),102.5,4904.25,Fiber optic,Yes,Yes,0,No
64,Two year,No,Credit card (automatic),86.55,5632.55,DSL,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),24.3,1643.25,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Credit card (automatic),58.35,740.55,DSL,No,No,0,No
34,Month-to-month,Yes,Electronic check,94.25,3217.55,Fiber optic,No,No,1,Yes
72,Two year,No,Credit card (automatic),68.75,4888.2,DSL,No,Yes,0,No
29,Month-to-month,Yes,Electronic check,85.8,2440.25,Fiber optic,No,No,0,No
33,One year,No,Credit card (automatic),20.1,620.55,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.35,20.35,No,No internet service,No internet service,0,No
62,One year,Yes,Electronic check,110.8,6840.95,Fiber optic,Yes,No,0,No
41,One year,Yes,Electronic check,73,3001.2,DSL,No,No,0,Yes
64,One year,Yes,Credit card (automatic),100.05,6254.2,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Credit card (automatic),82.85,319.6,Fiber optic,No,No,0,No
24,Month-to-month,Yes,Electronic check,84.35,1938.05,Fiber optic,Yes,Yes,0,No
14,One year,No,Mailed check,19.55,294.5,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,19.95,58.3,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Credit card (automatic),99.8,442.85,Fiber optic,No,No,1,Yes
18,Month-to-month,Yes,Electronic check,35,553,DSL,No,No,0,Yes
8,Month-to-month,Yes,Electronic check,66.25,546.45,DSL,No,No,0,No
35,Two year,No,Bank transfer (automatic),23.3,797.1,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,76,76,Fiber optic,No,No,0,Yes
66,Two year,Yes,Credit card (automatic),25.3,1673.8,No,No internet service,No internet service,0,No
8,Two year,Yes,Mailed check,44.55,343.45,DSL,Yes,Yes,0,No
71,One year,Yes,Credit card (automatic),104.1,7412.25,Fiber optic,No,Yes,0,No
43,Month-to-month,Yes,Bank transfer (automatic),92.55,4039,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,93.85,170.85,Fiber optic,No,No,1,Yes
29,Month-to-month,Yes,Bank transfer (automatic),101.45,2948.6,Fiber optic,No,No,1,No
15,Month-to-month,Yes,Electronic check,84.3,1308.4,Fiber optic,No,No,0,Yes
65,Two year,No,Credit card (automatic),94.55,6078.75,Fiber optic,Yes,Yes,0,No
35,Month-to-month,No,Electronic check,95.5,3418.2,Fiber optic,Yes,No,0,No
64,One year,Yes,Credit card (automatic),100.3,6603.8,Fiber optic,No,Yes,0,No
58,Two year,Yes,Credit card (automatic),55.5,3166.9,DSL,Yes,No,0,No
18,Month-to-month,Yes,Credit card (automatic),49.85,865.75,DSL,No,No,1,No
67,Month-to-month,Yes,Bank transfer (automatic),89.55,6373.1,Fiber optic,No,No,0,No
63,Two year,Yes,Mailed check,19.15,1177.05,No,No internet service,No internet service,0,No
60,Month-to-month,Yes,Electronic check,99.8,5985.75,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Credit card (automatic),84.4,732.5,Fiber optic,No,No,1,Yes
70,Two year,Yes,Credit card (automatic),113.05,7869.05,Fiber optic,Yes,Yes,0,No
15,Month-to-month,Yes,Electronic check,101.1,1504.05,Fiber optic,No,No,0,Yes
48,One year,No,Mailed check,19.95,936.7,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,74.15,741.4,DSL,Yes,No,0,No
71,One year,Yes,Electronic check,92,6585.2,Fiber optic,Yes,Yes,1,No
44,Month-to-month,No,Electronic check,73.85,3122.4,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Electronic check,50.45,50.45,DSL,No,No,0,Yes
45,Two year,No,Mailed check,24.45,1088.25,No,No internet service,No internet service,0,No
23,One year,No,Credit card (automatic),24.8,615.35,No,No internet service,No internet service,0,No
43,One year,Yes,Bank transfer (automatic),64.85,2908.2,DSL,Yes,No,0,No
35,Month-to-month,No,Bank transfer (automatic),20.75,739.9,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Mailed check,68.95,593.85,DSL,Yes,Yes,0,No
12,Month-to-month,Yes,Mailed check,99.95,1132.75,Fiber optic,Yes,No,0,Yes
65,Month-to-month,Yes,Credit card (automatic),109.4,7227.45,Fiber optic,No,Yes,1,No
2,Month-to-month,Yes,Electronic check,91.4,193.6,Fiber optic,No,No,0,Yes
27,Month-to-month,No,Mailed check,49,1291.35,DSL,No,No,0,No
40,One year,Yes,Mailed check,50.25,2023.55,DSL,No,No,0,No
5,Month-to-month,Yes,Credit card (automatic),75.55,349.65,Fiber optic,No,No,1,Yes
8,One year,No,Credit card (automatic),19.9,153.95,No,No internet service,No internet service,0,No
58,One year,Yes,Bank transfer (automatic),97.8,5458.8,Fiber optic,No,No,1,No
52,One year,No,Electronic check,100.3,5244.45,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Mailed check,55.8,154.55,DSL,Yes,No,0,No
41,Two year,Yes,Electronic check,111.15,4507.15,Fiber optic,Yes,Yes,0,No
20,Month-to-month,Yes,Mailed check,98.55,2031.95,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,50.05,50.05,DSL,No,No,0,No
4,Month-to-month,No,Credit card (automatic),80.8,332.45,Fiber optic,Yes,No,0,Yes
23,Month-to-month,No,Electronic check,20.85,473.9,No,No internet service,No internet service,0,No
6,Month-to-month,No,Bank transfer (automatic),19.5,106.8,No,No internet service,No internet service,1,No
8,Month-to-month,Yes,Mailed check,19.35,152.6,No,No internet service,No internet service,0,No
18,Month-to-month,No,Mailed check,69.5,1199.4,DSL,No,Yes,0,No
52,Month-to-month,Yes,Credit card (automatic),48.8,2555.05,DSL,No,Yes,1,No
31,Month-to-month,Yes,Electronic check,94.5,2979.2,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Mailed check,20.65,654.85,No,No internet service,No internet service,0,No
36,Two year,Yes,Credit card (automatic),106.05,3834.4,Fiber optic,Yes,Yes,0,No
16,Month-to-month,Yes,Electronic check,100,1534.75,Fiber optic,No,No,0,Yes
42,One year,Yes,Electronic check,108.3,4586.15,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Electronic check,20.55,20.55,No,No internet service,No internet service,0,Yes
60,Two year,Yes,Electronic check,99.65,5941.05,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Electronic check,85.3,424.15,Fiber optic,No,No,0,Yes
22,Month-to-month,No,Credit card (automatic),95.9,2234.95,Fiber optic,Yes,Yes,0,No
36,One year,No,Mailed check,20,666.75,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,70.4,281,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Mailed check,64.95,547.8,DSL,Yes,Yes,0,No
1,Month-to-month,No,Credit card (automatic),74.6,74.6,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Electronic check,49.2,571.15,DSL,No,Yes,0,No
23,One year,Yes,Mailed check,73.75,1756.6,DSL,Yes,No,0,No
62,One year,Yes,Bank transfer (automatic),92.3,5731.45,Fiber optic,No,Yes,0,No
37,Month-to-month,No,Bank transfer (automatic),98.8,3475.55,Fiber optic,Yes,No,0,Yes
8,Month-to-month,No,Mailed check,19.2,156.85,No,No internet service,No internet service,0,No
31,Month-to-month,No,Credit card (automatic),88.65,2683.2,Fiber optic,No,No,0,No
13,Month-to-month,Yes,Credit card (automatic),74.4,896.75,Fiber optic,No,No,0,Yes
24,Month-to-month,Yes,Electronic check,98.75,2407.3,Fiber optic,No,No,0,Yes
45,Month-to-month,Yes,Bank transfer (automatic),95.95,4456.65,Fiber optic,No,No,0,No
69,Two year,No,Credit card (automatic),105.4,6998.95,Fiber optic,Yes,No,1,No
2,Month-to-month,No,Mailed check,20.25,36.8,No,No internet service,No internet service,0,No
61,One year,Yes,Electronic check,106,6547.7,Fiber optic,No,Yes,0,Yes
41,Month-to-month,Yes,Electronic check,104.7,4346.4,Fiber optic,No,No,0,Yes
44,One year,Yes,Electronic check,49.05,2265,DSL,No,No,0,No
39,One year,No,Mailed check,35.55,1309.15,DSL,Yes,No,0,No
72,Two year,Yes,Credit card (automatic),65.1,4754.3,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Electronic check,96.85,1235.55,Fiber optic,No,No,1,No
51,One year,Yes,Credit card (automatic),69.75,3562.5,DSL,Yes,Yes,0,No
71,Two year,Yes,Electronic check,99.2,7213.75,Fiber optic,No,No,1,No
22,Month-to-month,Yes,Electronic check,96.7,2082.95,Fiber optic,No,No,1,Yes
2,Month-to-month,Yes,Credit card (automatic),55.05,102.75,DSL,Yes,No,0,Yes
56,One year,Yes,Electronic check,106.8,5914.4,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,51.25,51.25,DSL,No,Yes,0,No
23,One year,Yes,Mailed check,57.75,1282.85,DSL,Yes,Yes,0,No
66,One year,Yes,Bank transfer (automatic),70.85,4738.85,DSL,No,No,1,No
1,Month-to-month,No,Mailed check,19.55,19.55,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,88.2,1775.8,Fiber optic,No,No,1,Yes
11,Month-to-month,Yes,Bank transfer (automatic),79.5,795.65,Fiber optic,No,Yes,0,No
8,One year,Yes,Mailed check,19.75,145,No,No internet service,No internet service,0,Yes
52,Month-to-month,No,Bank transfer (automatic),98.15,4993.4,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,20.25,61.45,No,No internet service,No internet service,0,No
51,Month-to-month,Yes,Bank transfer (automatic),79.15,4018.55,Fiber optic,No,Yes,0,No
15,Month-to-month,No,Electronic check,75.65,1146.65,Fiber optic,No,No,1,Yes
64,Month-to-month,Yes,Electronic check,94.25,6081.4,Fiber optic,No,No,1,No
37,Month-to-month,Yes,Credit card (automatic),40.2,1478.85,DSL,No,No,0,No
13,Two year,No,Mailed check,19.95,243.65,No,No internet service,No internet service,0,No
49,One year,Yes,Electronic check,55.35,2633.95,DSL,No,Yes,0,No
45,One year,Yes,Bank transfer (automatic),102.15,4735.35,Fiber optic,No,No,1,No
18,Month-to-month,Yes,Electronic check,71.1,1247.75,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,74.7,74.7,Fiber optic,No,No,1,Yes
68,Two year,Yes,Bank transfer (automatic),54.1,3794.5,DSL,No,Yes,0,No
54,Two year,No,Credit card (automatic),19.65,1008.7,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Bank transfer (automatic),88.45,2130.55,Fiber optic,No,No,1,No
17,Month-to-month,Yes,Electronic check,76.65,1313.55,Fiber optic,No,No,0,Yes
71,Two year,No,Credit card (automatic),80.4,5727.15,DSL,Yes,Yes,0,No
67,Two year,Yes,Bank transfer (automatic),19.25,1372.9,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Electronic check,84.8,1203.9,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Mailed check,25.8,25.8,DSL,No,No,1,Yes
63,Two year,No,Credit card (automatic),19.5,1215.1,No,No internet service,No internet service,0,No
41,One year,Yes,Electronic check,68.6,2877.05,DSL,Yes,No,0,No
17,Month-to-month,No,Electronic check,92.6,1579.7,Fiber optic,No,No,0,No
56,One year,Yes,Electronic check,100.55,5514.95,Fiber optic,No,Yes,0,No
5,Month-to-month,No,Credit card (automatic),20.55,96.1,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,42.6,72.4,DSL,No,Yes,0,Yes
3,Month-to-month,Yes,Mailed check,19.6,55.25,No,No internet service,No internet service,0,No
37,One year,No,Electronic check,67.45,2443.3,DSL,Yes,Yes,0,No
29,Month-to-month,Yes,Bank transfer (automatic),68.85,1970.5,DSL,No,Yes,0,Yes
8,Month-to-month,No,Mailed check,43.55,335.4,DSL,No,No,0,No
63,Month-to-month,Yes,Credit card (automatic),109.85,7002.95,Fiber optic,Yes,No,0,No
7,Month-to-month,No,Mailed check,20.65,158.95,No,No internet service,No internet service,0,No
3,Month-to-month,No,Electronic check,95.4,293.15,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),21,1493.75,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,56.2,1093.4,DSL,No,No,0,No
59,Two year,No,Bank transfer (automatic),18.4,1057.85,No,No internet service,No internet service,0,No
2,Month-to-month,No,Credit card (automatic),90,190.05,Fiber optic,Yes,No,0,Yes
35,Month-to-month,Yes,Electronic check,25.75,882.55,No,No internet service,No internet service,0,No
14,Month-to-month,No,Credit card (automatic),19.6,300.4,No,No internet service,No internet service,0,No
14,Month-to-month,No,Electronic check,75.35,1025.95,Fiber optic,No,No,0,Yes
69,Two year,No,Credit card (automatic),19.8,1436.95,No,No internet service,No internet service,0,No
7,Month-to-month,No,Electronic check,64.2,475,DSL,Yes,Yes,1,No
69,Two year,Yes,Bank transfer (automatic),75.75,5388.15,DSL,Yes,Yes,0,No
72,Two year,Yes,Electronic check,78.95,5730.15,DSL,Yes,No,0,No
8,Month-to-month,No,Electronic check,100.85,819.55,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Electronic check,50.3,217.1,DSL,No,Yes,0,No
63,Month-to-month,Yes,Credit card (automatic),80.3,4896.35,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),19.85,1434.1,No,No internet service,No internet service,0,No
46,Two year,Yes,Electronic check,21.1,937.1,No,No internet service,No internet service,0,No
5,Month-to-month,No,Electronic check,69.95,330.15,Fiber optic,No,No,0,Yes
30,Month-to-month,Yes,Mailed check,50,1474.9,DSL,No,No,0,No
63,Two year,Yes,Bank transfer (automatic),104.75,6536.5,Fiber optic,No,No,0,No
60,Two year,No,Bank transfer (automatic),19.85,1128.1,No,No internet service,No internet service,0,No
63,One year,Yes,Electronic check,107.5,6873.75,Fiber optic,No,No,0,Yes
25,Month-to-month,No,Electronic check,85.9,2199.05,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,45.85,45.85,DSL,No,No,0,Yes
6,Month-to-month,Yes,Electronic check,80.8,457.1,Fiber optic,No,No,1,No
22,Two year,No,Mailed check,25.25,566.5,No,No internet service,No internet service,0,No
31,Two year,No,Bank transfer (automatic),80.55,2471.6,DSL,Yes,No,0,No
39,Month-to-month,Yes,Bank transfer (automatic),81.5,3107.3,Fiber optic,Yes,No,0,No
26,Month-to-month,No,Mailed check,20.9,518.3,No,No internet service,No internet service,0,No
53,One year,Yes,Bank transfer (automatic),106.1,5769.75,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Electronic check,91.7,91.7,Fiber optic,Yes,No,0,Yes
12,Month-to-month,Yes,Electronic check,67.25,832.3,DSL,Yes,Yes,0,No
16,Month-to-month,Yes,Credit card (automatic),95.6,1555.65,Fiber optic,No,No,0,Yes
2,Month-to-month,No,Mailed check,20.35,45.3,No,No internet service,No internet service,0,No
39,One year,No,Bank transfer (automatic),45.05,1790.6,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,74.95,74.95,Fiber optic,No,No,0,Yes
7,Month-to-month,No,Mailed check,34.65,246.6,DSL,Yes,Yes,0,No
4,Month-to-month,No,Electronic check,69.35,261.65,Fiber optic,No,No,1,No
10,Month-to-month,Yes,Electronic check,95.35,898.35,Fiber optic,No,No,1,Yes
55,Month-to-month,Yes,Electronic check,81.55,4509.5,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),75.4,5480.25,DSL,No,No,0,No
10,Month-to-month,Yes,Credit card (automatic),67.8,653.15,DSL,No,No,0,No
11,Month-to-month,Yes,Electronic check,111.4,1183.05,Fiber optic,Yes,No,1,No
15,Month-to-month,No,Electronic check,46.3,639.45,DSL,No,No,0,No
23,Two year,No,Bank transfer (automatic),20.4,478.75,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.05,20.05,No,No internet service,No internet service,0,No
3,Month-to-month,No,Electronic check,45,127.1,DSL,No,No,1,Yes
47,One year,Yes,Electronic check,96.1,4391.45,Fiber optic,No,Yes,0,No
15,One year,No,Mailed check,19.65,270.6,No,No internet service,No internet service,0,No
66,Month-to-month,No,Electronic check,99.5,6710.5,Fiber optic,No,No,0,Yes
68,One year,Yes,Bank transfer (automatic),60.65,3975.9,DSL,Yes,No,1,No
17,One year,No,Bank transfer (automatic),98.6,1704.95,Fiber optic,Yes,No,0,Yes
7,Month-to-month,Yes,Mailed check,59.5,415.95,DSL,Yes,No,0,Yes
12,Month-to-month,Yes,Electronic check,80.45,950.2,Fiber optic,No,No,1,Yes
21,One year,No,Bank transfer (automatic),71.7,1497.05,DSL,No,No,1,No
21,Month-to-month,Yes,Mailed check,36,780.15,DSL,Yes,No,0,No
56,One year,No,Bank transfer (automatic),65.2,3512.15,DSL,No,Yes,0,No
6,Month-to-month,Yes,Credit card (automatic),48.95,273.25,DSL,No,No,0,No
65,Two year,Yes,Bank transfer (automatic),53.5,3517.9,DSL,No,No,1,No
42,One year,No,Credit card (automatic),80.45,3375.9,DSL,Yes,Yes,0,No
68,Two year,Yes,Bank transfer (automatic),109.05,7508.55,Fiber optic,Yes,Yes,0,No
48,Two year,No,Bank transfer (automatic),26.3,1245.05,No,No internet service,No internet service,0,No
50,One year,Yes,Electronic check,106.8,5347.95,Fiber optic,Yes,No,1,No
7,Month-to-month,Yes,Electronic check,64.95,493.65,DSL,No,No,1,No
63,Two year,No,Electronic check,19.35,1263.85,No,No internet service,No internet service,0,No
17,Month-to-month,No,Credit card (automatic),21.1,385.55,No,No internet service,No internet service,0,No
42,Month-to-month,Yes,Credit card (automatic),77.95,3384,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Mailed check,18.85,84.2,No,No internet service,No internet service,0,No
62,Two year,No,Bank transfer (automatic),26,1638.7,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,74.7,165.4,Fiber optic,No,No,1,Yes
2,Month-to-month,Yes,Electronic check,70.35,120.25,Fiber optic,No,No,0,No
48,Two year,Yes,Bank transfer (automatic),96.9,4473.45,Fiber optic,No,Yes,0,No
27,Two year,No,Bank transfer (automatic),19.55,520.55,No,No internet service,No internet service,0,No
70,Two year,Yes,Bank transfer (automatic),80.4,5717.85,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,88.8,88.8,Fiber optic,No,No,1,Yes
46,One year,Yes,Electronic check,94.65,4312.5,Fiber optic,No,No,0,No
30,Month-to-month,Yes,Electronic check,90.25,2755.35,Fiber optic,No,No,0,Yes
15,Month-to-month,Yes,Bank transfer (automatic),64.65,994.55,DSL,No,Yes,0,Yes
69,One year,No,Credit card (automatic),95.75,6511.25,Fiber optic,No,No,0,No
65,Two year,Yes,Credit card (automatic),19.55,1218.65,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),104.1,7447.7,Fiber optic,Yes,Yes,1,No
13,Month-to-month,Yes,Bank transfer (automatic),89.05,1169.35,Fiber optic,Yes,No,1,Yes
17,One year,Yes,Mailed check,20.1,279.5,No,No internet service,No internet service,0,No
51,One year,Yes,Electronic check,111.55,5720.35,Fiber optic,Yes,Yes,0,No
51,Two year,No,Credit card (automatic),60.5,3121.45,DSL,Yes,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),90.95,6468.6,DSL,Yes,Yes,0,No
67,One year,No,Electronic check,87.4,5918.8,Fiber optic,No,No,0,Yes
34,Month-to-month,No,Mailed check,19.7,675.6,No,No internet service,No internet service,0,No
67,Two year,Yes,Bank transfer (automatic),50.95,3521.7,DSL,Yes,Yes,0,No
49,One year,Yes,Bank transfer (automatic),20.05,923.1,No,No internet service,No internet service,0,No
53,Two year,Yes,Mailed check,19.4,1110.35,No,No internet service,No internet service,0,No
27,Month-to-month,No,Electronic check,59.45,1611.65,DSL,Yes,No,0,No
23,Month-to-month,Yes,Electronic check,94.75,2293.6,Fiber optic,No,No,1,Yes
69,Two year,Yes,Credit card (automatic),81.5,5553.25,DSL,Yes,Yes,0,No
2,Month-to-month,No,Bank transfer (automatic),29.05,44.75,DSL,Yes,No,0,No
35,Month-to-month,Yes,Electronic check,86.45,3029.1,Fiber optic,No,No,0,Yes
46,One year,No,Mailed check,70.6,3231.05,DSL,Yes,Yes,0,No
54,Two year,Yes,Bank transfer (automatic),97.2,5129.45,Fiber optic,No,No,0,No
56,One year,Yes,Electronic check,98.25,5508.35,Fiber optic,No,No,0,Yes
9,Month-to-month,Yes,Bank transfer (automatic),75.75,655.9,Fiber optic,No,No,0,Yes
20,Month-to-month,No,Bank transfer (automatic),59.2,1191.2,DSL,Yes,Yes,0,No
11,Month-to-month,Yes,Mailed check,75.9,866.4,Fiber optic,No,No,0,No
30,Month-to-month,Yes,Electronic check,90.05,2627.2,Fiber optic,No,No,1,No
68,Two year,No,Bank transfer (automatic),70.95,4741.45,DSL,No,Yes,0,No
38,Month-to-month,Yes,Electronic check,102.6,4009.2,Fiber optic,No,No,1,No
17,Month-to-month,Yes,Bank transfer (automatic),85.35,1463.45,Fiber optic,No,Yes,1,Yes
48,One year,Yes,Credit card (automatic),106.1,5082.8,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,43.8,43.8,DSL,No,No,0,No
63,Two year,No,Electronic check,59,3707.6,DSL,No,Yes,0,No
3,One year,Yes,Electronic check,69.95,220.45,DSL,No,No,0,No
48,One year,No,Bank transfer (automatic),24.35,1133.7,No,No internet service,No internet service,0,No
66,One year,No,Credit card (automatic),29.45,1983.15,DSL,Yes,No,0,No
68,Two year,Yes,Credit card (automatic),84.4,5746.75,Fiber optic,No,No,0,No
17,Month-to-month,Yes,Electronic check,45.05,770.6,DSL,No,No,1,Yes
7,One year,No,Mailed check,20.65,134.05,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),87.1,6230.1,DSL,Yes,Yes,0,No
29,Month-to-month,No,Mailed check,19.85,573.05,No,No internet service,No internet service,0,No
37,Month-to-month,Yes,Electronic check,90.35,3419.3,Fiber optic,Yes,No,0,No
34,Month-to-month,Yes,Mailed check,109.8,3587.25,Fiber optic,No,Yes,0,Yes
42,Month-to-month,Yes,Electronic check,84.65,3541.35,Fiber optic,No,No,1,Yes
59,One year,No,Mailed check,65.5,3801.3,DSL,Yes,Yes,0,No
11,Month-to-month,Yes,Bank transfer (automatic),79.5,868.5,Fiber optic,No,No,0,Yes
60,Month-to-month,Yes,Electronic check,80.95,4859.1,Fiber optic,No,Yes,1,No
27,Month-to-month,Yes,Mailed check,56.15,1439.35,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,85.8,85.8,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,79.1,79.1,Fiber optic,No,No,1,Yes
17,Month-to-month,No,Mailed check,34.4,592.75,DSL,No,Yes,0,No
58,Two year,No,Mailed check,20.75,1185.95,No,No internet service,No internet service,0,No
1,One year,No,Mailed check,18.8,18.8,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,44.3,134.5,DSL,No,No,0,Yes
53,Month-to-month,No,Electronic check,90.8,4921.2,Fiber optic,No,Yes,0,No
35,Month-to-month,Yes,Electronic check,25.6,901.25,No,No internet service,No internet service,0,No
50,Month-to-month,No,Credit card (automatic),105.95,5341.8,Fiber optic,No,Yes,0,Yes
68,Two year,No,Credit card (automatic),70.8,4859.95,DSL,Yes,No,0,No
47,Month-to-month,No,Electronic check,25.4,1139.2,No,No internet service,No internet service,0,No
65,Month-to-month,Yes,Bank transfer (automatic),108.8,7082.45,Fiber optic,No,No,1,No
5,Month-to-month,Yes,Electronic check,69.75,324.6,Fiber optic,No,No,0,Yes
51,Month-to-month,Yes,Electronic check,94.65,4812.75,Fiber optic,No,No,0,Yes
46,Month-to-month,No,Bank transfer (automatic),96.05,4399.5,Fiber optic,No,No,0,Yes
9,Month-to-month,Yes,Electronic check,76.85,663.55,Fiber optic,No,No,0,No
8,Two year,No,Mailed check,20.25,174.65,No,No internet service,No internet service,0,No
14,One year,Yes,Credit card (automatic),24.8,321.7,No,No internet service,No internet service,0,No
45,Month-to-month,Yes,Electronic check,115.65,5125.5,Fiber optic,Yes,Yes,0,No
8,Month-to-month,Yes,Credit card (automatic),74.6,548.9,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Mailed check,50.15,50.15,DSL,No,No,1,Yes
66,One year,Yes,Bank transfer (automatic),103.15,7031.3,Fiber optic,No,Yes,0,No
72,Two year,No,Credit card (automatic),72.1,5016.65,DSL,Yes,Yes,0,No
41,Month-to-month,Yes,Bank transfer (automatic),113.6,4594.95,Fiber optic,Yes,Yes,0,Yes
23,Two year,No,Mailed check,25.1,611.45,No,No internet service,No internet service,0,No
29,Month-to-month,Yes,Electronic check,78.9,2384.15,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,80.15,319.85,Fiber optic,No,Yes,0,No
6,Two year,No,Mailed check,25.4,153.3,No,No internet service,No internet service,0,No
67,One year,Yes,Credit card (automatic),105.4,7035.6,Fiber optic,Yes,Yes,1,No
7,Month-to-month,Yes,Mailed check,45.75,344.2,DSL,No,No,1,No
56,One year,Yes,Mailed check,24.45,1431.65,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),25,1849.2,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,85.25,6083.1,DSL,No,Yes,0,No
23,Two year,No,Credit card (automatic),19.6,426.65,No,No internet service,No internet service,0,No
35,Month-to-month,No,Mailed check,50.15,1655.35,DSL,No,No,0,No
27,Month-to-month,Yes,Electronic check,70.55,1943.9,Fiber optic,No,No,1,No
26,Month-to-month,Yes,Electronic check,60.05,1616.15,DSL,Yes,No,0,Yes
12,One year,No,Mailed check,26.4,314.95,No,No internet service,No internet service,0,No
40,Two year,No,Mailed check,20.15,804.85,No,No internet service,No internet service,0,No
7,Month-to-month,No,Mailed check,58.85,465.7,DSL,No,Yes,0,No
70,Month-to-month,Yes,Credit card (automatic),97.55,6669.05,Fiber optic,No,Yes,0,No
60,Two year,No,Credit card (automatic),19.65,1161.75,No,No internet service,No internet service,0,No
39,One year,Yes,Credit card (automatic),25.25,947.75,DSL,No,No,0,No
72,Two year,No,Credit card (automatic),114.45,8375.05,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,34.7,34.7,DSL,No,No,0,Yes
54,One year,Yes,Electronic check,70.7,3770,DSL,Yes,No,0,No
3,Month-to-month,Yes,Electronic check,85.3,264.8,Fiber optic,No,No,0,Yes
63,Two year,No,Credit card (automatic),75.55,4707.85,DSL,Yes,Yes,0,No
71,Two year,Yes,Electronic check,84.8,6152.4,Fiber optic,Yes,No,0,No
42,One year,Yes,Mailed check,20.65,958.1,No,No internet service,No internet service,0,No
47,Two year,No,Bank transfer (automatic),20.45,943,No,No internet service,No internet service,0,No
66,One year,Yes,Credit card (automatic),102.45,6615.15,Fiber optic,No,No,0,Yes
21,Month-to-month,Yes,Bank transfer (automatic),104.4,2200.25,Fiber optic,No,Yes,0,Yes
11,Month-to-month,Yes,Electronic check,35.65,425.1,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,99.75,99.75,Fiber optic,No,No,0,Yes
55,Month-to-month,No,Electronic check,90.45,5044.8,Fiber optic,Yes,No,1,No
69,Two year,Yes,Credit card (automatic),97.65,6743.55,Fiber optic,Yes,No,0,No
3,Month-to-month,No,Electronic check,73.85,196.4,Fiber optic,No,No,1,No
4,Month-to-month,Yes,Electronic check,74.4,299.7,DSL,Yes,No,0,Yes
30,Two year,Yes,Credit card (automatic),69.1,2093.9,DSL,Yes,No,1,No
5,Month-to-month,Yes,Electronic check,82.75,417.75,Fiber optic,Yes,No,0,No
71,Two year,Yes,Credit card (automatic),24.4,1725.4,No,No internet service,No internet service,0,No
29,One year,Yes,Electronic check,55.25,1620.2,DSL,No,No,0,No
52,Month-to-month,No,Bank transfer (automatic),61.35,3169.55,DSL,Yes,No,0,No
68,One year,No,Credit card (automatic),76.75,5233.25,DSL,No,Yes,0,No
46,Two year,No,Mailed check,19.4,967.85,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Credit card (automatic),54.75,438.05,DSL,No,No,0,No
72,Two year,No,Credit card (automatic),19.7,1421.9,No,No internet service,No internet service,0,No
17,One year,No,Bank transfer (automatic),19.9,323.15,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,107.95,318.6,Fiber optic,Yes,No,0,No
2,Month-to-month,Yes,Bank transfer (automatic),83.8,163.7,Fiber optic,No,No,1,No
9,Month-to-month,Yes,Credit card (automatic),74.25,639.65,Fiber optic,No,Yes,0,Yes
51,One year,Yes,Credit card (automatic),56.4,2928.5,DSL,No,No,0,No
6,Two year,No,Mailed check,20.1,100.35,No,No internet service,No internet service,0,No
3,Month-to-month,No,Electronic check,94.9,273.2,Fiber optic,No,No,0,No
17,Month-to-month,Yes,Electronic check,94.2,1608.15,Fiber optic,No,No,1,No
30,Month-to-month,No,Electronic check,49.9,1441.95,DSL,No,No,0,No
31,Month-to-month,Yes,Electronic check,71.05,2168.15,DSL,Yes,No,0,No
45,Two year,No,Bank transfer (automatic),81.65,3618.7,DSL,Yes,Yes,0,No
64,One year,No,Bank transfer (automatic),89.45,5692.65,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,59.85,59.85,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,69.6,69.6,Fiber optic,No,No,1,Yes
61,One year,No,Electronic check,99,5969.3,Fiber optic,No,No,1,No
1,Month-to-month,No,Mailed check,19.05,19.05,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,45.4,418.8,DSL,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),114.45,8100.55,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,19.5,19.5,No,No internet service,No internet service,0,Yes
7,Month-to-month,Yes,Mailed check,44.25,313.45,DSL,No,No,0,No
66,One year,Yes,Bank transfer (automatic),90.55,6130.95,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,69.9,69.9,Fiber optic,No,No,0,Yes
40,Month-to-month,Yes,Bank transfer (automatic),20.4,745.3,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Bank transfer (automatic),71.4,1212.1,DSL,No,No,0,No
2,Month-to-month,Yes,Bank transfer (automatic),87.15,183.75,Fiber optic,No,No,0,Yes
67,Two year,No,Credit card (automatic),24.85,1583.5,No,No internet service,No internet service,0,No
41,One year,Yes,Bank transfer (automatic),104.45,4162.05,Fiber optic,No,Yes,0,No
56,Two year,Yes,Credit card (automatic),19.8,1119.9,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),116.45,8013.55,Fiber optic,Yes,Yes,0,No
3,Month-to-month,Yes,Bank transfer (automatic),84.75,264.85,Fiber optic,No,No,0,Yes
54,Two year,No,Credit card (automatic),20.05,1102.4,No,No internet service,No internet service,0,No
52,Month-to-month,Yes,Electronic check,110.75,5832,Fiber optic,Yes,No,1,No
50,Two year,Yes,Bank transfer (automatic),89.7,4304.5,Fiber optic,Yes,No,0,No
14,Month-to-month,Yes,Electronic check,89.95,1178.4,Fiber optic,Yes,No,0,Yes
27,One year,No,Credit card (automatic),48.7,1421.75,DSL,No,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),96.6,6827.5,Fiber optic,Yes,Yes,1,No
62,One year,Yes,Credit card (automatic),74.3,4698.05,DSL,No,Yes,0,No
12,Month-to-month,Yes,Electronic check,54.3,654.5,DSL,Yes,No,0,No
44,One year,No,Bank transfer (automatic),74.85,3268.05,DSL,Yes,No,1,No
54,Two year,Yes,Bank transfer (automatic),79.95,4362.05,Fiber optic,Yes,No,0,No
68,Two year,No,Bank transfer (automatic),20.05,1386.9,No,No internet service,No internet service,0,No
20,Month-to-month,No,Mailed check,19.4,415.4,No,No internet service,No internet service,0,No
50,One year,No,Bank transfer (automatic),54.9,2614.1,DSL,No,No,0,No
58,Two year,Yes,Credit card (automatic),24.45,1513.6,No,No internet service,No internet service,0,No
35,Month-to-month,Yes,Bank transfer (automatic),89.65,3161.6,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,45.4,80.95,DSL,No,No,0,No
63,Two year,No,Mailed check,75.7,4676.7,DSL,Yes,Yes,0,No
58,One year,Yes,Credit card (automatic),110.65,6526.65,Fiber optic,No,Yes,0,No
27,One year,Yes,Mailed check,20.55,583.3,No,No internet service,No internet service,0,No
71,Two year,Yes,Credit card (automatic),115.15,8078.1,Fiber optic,Yes,Yes,0,No
63,One year,No,Credit card (automatic),58.55,3503.5,DSL,No,No,0,No
71,Month-to-month,Yes,Bank transfer (automatic),93.25,6669.45,Fiber optic,No,No,0,No
41,Month-to-month,Yes,Electronic check,113.2,4689.5,Fiber optic,No,Yes,1,Yes
13,Month-to-month,Yes,Electronic check,90.5,1201.15,Fiber optic,No,No,1,Yes
2,Month-to-month,No,Electronic check,79,143.65,Fiber optic,No,No,0,Yes
68,Two year,Yes,Bank transfer (automatic),19.35,1292.65,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,48.75,48.75,DSL,No,Yes,0,No
65,Two year,Yes,Electronic check,109.05,7108.2,Fiber optic,Yes,Yes,1,No
72,Two year,Yes,Bank transfer (automatic),25,1802.55,No,No internet service,No internet service,1,No
28,Month-to-month,Yes,Credit card (automatic),54.9,1505.15,DSL,Yes,No,0,No
72,Two year,No,Credit card (automatic),24.75,1859.1,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,91.15,168.5,Fiber optic,No,Yes,0,No
18,One year,No,Bank transfer (automatic),20.15,390.85,No,No internet service,No internet service,0,Yes
60,One year,Yes,Electronic check,104.35,6339.45,Fiber optic,No,No,1,No
26,Month-to-month,Yes,Electronic check,66.05,1652.4,DSL,Yes,No,1,No
1,Month-to-month,Yes,Electronic check,71.65,71.65,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Mailed check,20.35,77.5,No,No internet service,No internet service,0,Yes
68,Two year,Yes,Credit card (automatic),92.2,6392.85,DSL,Yes,Yes,0,No
38,Month-to-month,Yes,Credit card (automatic),84.25,3264.5,Fiber optic,Yes,No,0,Yes
42,One year,Yes,Bank transfer (automatic),105.2,4599.15,Fiber optic,No,Yes,1,No
57,Two year,Yes,Bank transfer (automatic),19.6,1134.25,No,No internet service,No internet service,0,No
54,Month-to-month,No,Electronic check,30.4,1621.35,DSL,No,No,0,No
12,Month-to-month,No,Bank transfer (automatic),78.1,947.3,Fiber optic,No,No,0,Yes
44,One year,Yes,Mailed check,61.5,2722.2,DSL,No,Yes,0,No
42,Month-to-month,Yes,Bank transfer (automatic),69.4,3058.3,DSL,No,Yes,0,No
72,Two year,No,Bank transfer (automatic),24.75,1769.6,No,No internet service,No internet service,0,No
71,Two year,No,Mailed check,91.05,6293.75,DSL,Yes,Yes,0,No
19,Month-to-month,No,Mailed check,89.65,1761.05,Fiber optic,No,No,0,Yes
23,Month-to-month,Yes,Credit card (automatic),73.65,1642.75,DSL,Yes,No,0,No
30,Two year,No,Credit card (automatic),19.4,578.5,No,No internet service,No internet service,0,No
35,One year,No,Bank transfer (automatic),26.2,954.9,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,98.7,973.25,Fiber optic,No,Yes,0,Yes
1,Month-to-month,Yes,Bank transfer (automatic),43.85,43.85,DSL,No,No,0,No
22,Month-to-month,Yes,Mailed check,69.7,1490.4,Fiber optic,No,No,0,No
7,Two year,No,Mailed check,38.55,280,DSL,No,Yes,0,No
36,Two year,Yes,Mailed check,53.1,1901.25,DSL,Yes,Yes,0,No
34,Month-to-month,No,Mailed check,20.65,716.4,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),64.45,4720,DSL,No,Yes,0,No
36,Two year,No,Credit card (automatic),25.1,930.95,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,76.35,76.35,Fiber optic,No,No,0,Yes
23,Month-to-month,Yes,Electronic check,79.15,1676.95,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Electronic check,85,2642.05,Fiber optic,No,No,1,Yes
71,One year,Yes,Credit card (automatic),95.15,6770.85,Fiber optic,Yes,Yes,0,No
23,Month-to-month,Yes,Mailed check,79.35,1835.3,Fiber optic,No,No,1,No
17,One year,Yes,Bank transfer (automatic),96.65,1588.25,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,75.5,75.5,DSL,Yes,No,0,No
12,Two year,No,Mailed check,19.7,258.35,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),20.5,1502.25,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,19.2,19.2,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),98.35,6929.4,Fiber optic,No,No,1,No
60,Month-to-month,No,Bank transfer (automatic),74.35,4453.3,Fiber optic,No,No,0,No
61,Two year,No,Credit card (automatic),51.35,3244.4,DSL,Yes,No,0,No
6,Month-to-month,No,Mailed check,45.65,323.45,DSL,No,No,0,No
32,Month-to-month,No,Electronic check,85.3,2661.1,Fiber optic,No,No,1,Yes
31,Month-to-month,Yes,Credit card (automatic),86.55,2697.4,Fiber optic,No,No,0,Yes
19,Month-to-month,Yes,Credit card (automatic),73.85,1424.5,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),20.3,1401.15,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Electronic check,54.2,1739.6,DSL,No,No,0,No
65,Month-to-month,Yes,Electronic check,90.65,5931,Fiber optic,No,No,0,No
45,Month-to-month,Yes,Bank transfer (automatic),50.9,2333.85,DSL,No,Yes,0,No
42,One year,No,Electronic check,25.05,949.85,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,74.85,572.45,Fiber optic,No,No,0,No
32,Two year,No,Mailed check,20.5,696.8,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Mailed check,63.55,1381.8,DSL,Yes,Yes,1,No
57,Month-to-month,Yes,Electronic check,44.85,2572.95,DSL,No,No,1,Yes
1,Month-to-month,No,Electronic check,47.95,47.95,DSL,No,Yes,0,No
1,Month-to-month,No,Electronic check,45.1,45.1,DSL,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,45,45,DSL,No,No,0,No
24,Month-to-month,Yes,Electronic check,96,2122.45,Fiber optic,Yes,No,0,Yes
1,Month-to-month,No,Bank transfer (automatic),20.05,20.05,No,No internet service,No internet service,0,Yes
54,Month-to-month,Yes,Electronic check,90.05,4931.8,Fiber optic,No,No,1,No
4,Two year,Yes,Credit card (automatic),25.3,116.95,No,No internet service,No internet service,0,No
65,Two year,No,Bank transfer (automatic),108.65,6937.95,Fiber optic,Yes,Yes,0,Yes
56,One year,No,Electronic check,24.3,1261.7,No,No internet service,No internet service,0,No
45,Month-to-month,Yes,Electronic check,75.95,3273.8,DSL,No,Yes,0,No
71,Two year,No,Credit card (automatic),19.7,1415.85,No,No internet service,No internet service,0,No
59,One year,No,Credit card (automatic),66.4,3958.2,DSL,No,Yes,0,No
69,One year,Yes,Bank transfer (automatic),35.75,2492.25,DSL,No,No,0,No
19,One year,No,Mailed check,18.8,279.2,No,No internet service,No internet service,0,No
55,Two year,No,Credit card (automatic),19.4,1083,No,No internet service,No internet service,0,No
38,One year,No,Mailed check,19.3,755.5,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,45.55,402.6,DSL,No,No,0,Yes
47,Month-to-month,Yes,Credit card (automatic),67.45,3252,DSL,No,Yes,1,No
2,Month-to-month,Yes,Electronic check,35.1,68.75,DSL,No,No,0,Yes
1,Month-to-month,No,Credit card (automatic),46.2,46.2,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,45.15,45.15,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,43.3,43.3,DSL,No,No,1,Yes
46,Two year,Yes,Mailed check,20.1,936.85,No,No internet service,No internet service,0,No
38,Month-to-month,Yes,Credit card (automatic),57.15,2250.65,DSL,No,Yes,1,Yes
65,Two year,No,Credit card (automatic),58.9,3857.1,DSL,Yes,Yes,0,No
19,Month-to-month,Yes,Electronic check,73.2,1441.1,Fiber optic,No,Yes,0,Yes
52,Month-to-month,Yes,Electronic check,85.35,4338.6,Fiber optic,No,No,0,Yes
71,Two year,No,Mailed check,19.45,1378.45,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,45.95,45.95,DSL,No,No,0,Yes
52,Month-to-month,Yes,Electronic check,50.5,2566.3,DSL,Yes,No,1,No
6,One year,No,Mailed check,25.1,171,No,No internet service,No internet service,0,No
26,One year,No,Mailed check,60.7,1597.4,DSL,No,No,1,No
48,One year,Yes,Electronic check,99,4744.35,Fiber optic,No,No,1,No
64,One year,Yes,Bank transfer (automatic),104.4,6721.6,Fiber optic,Yes,Yes,0,No
3,Month-to-month,No,Electronic check,83.75,247.25,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Bank transfer (automatic),44.05,44.05,DSL,No,No,0,No
72,Two year,No,Credit card (automatic),24.1,1734.65,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,45.55,45.55,DSL,No,No,0,No
51,Month-to-month,Yes,Electronic check,93.8,4539.35,Fiber optic,No,Yes,0,No
41,Two year,No,Bank transfer (automatic),19.7,804.25,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),70.65,5011.15,DSL,No,Yes,0,No
43,Two year,No,Credit card (automatic),86.45,3574.5,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),114.1,8086.4,Fiber optic,Yes,Yes,0,No
47,One year,Yes,Credit card (automatic),95.2,4563,Fiber optic,No,No,0,No
72,Two year,No,Credit card (automatic),88.55,6362.35,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Credit card (automatic),20.75,67.1,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,70.05,70.05,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,86,165.45,Fiber optic,No,No,0,Yes
26,Month-to-month,Yes,Bank transfer (automatic),44.65,1156.55,DSL,No,Yes,0,No
29,Month-to-month,Yes,Mailed check,60.2,1834.15,DSL,No,Yes,0,No
35,Month-to-month,Yes,Bank transfer (automatic),100.5,3653.35,Fiber optic,Yes,Yes,1,Yes
27,One year,No,Bank transfer (automatic),55.45,1477.65,DSL,No,Yes,0,No
24,Month-to-month,Yes,Credit card (automatic),70.3,1706.45,DSL,Yes,Yes,0,No
67,Two year,Yes,Bank transfer (automatic),60.4,3953.7,DSL,Yes,Yes,0,No
16,Month-to-month,No,Electronic check,72.65,1194.3,Fiber optic,No,No,0,Yes
23,One year,No,Bank transfer (automatic),55.8,1327.85,DSL,No,No,0,No
14,Month-to-month,Yes,Mailed check,31.1,419.7,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,21,21,No,No internet service,No internet service,0,Yes
1,Month-to-month,No,Mailed check,45.1,45.1,DSL,No,No,1,Yes
4,Month-to-month,Yes,Credit card (automatic),50.95,207.35,DSL,No,No,1,No
16,Month-to-month,Yes,Electronic check,69.1,1083.7,DSL,No,Yes,0,No
46,Month-to-month,Yes,Electronic check,43.95,2007.85,DSL,No,No,0,No
68,Two year,Yes,Bank transfer (automatic),86.5,5882.75,DSL,Yes,Yes,0,No
38,Month-to-month,No,Electronic check,69.95,2657.55,DSL,Yes,Yes,0,No
30,Month-to-month,Yes,Bank transfer (automatic),50.4,1527.5,DSL,No,No,1,Yes
5,Month-to-month,No,Electronic check,78.95,378.4,Fiber optic,No,No,1,Yes
17,Month-to-month,Yes,Credit card (automatic),90.95,1612.2,Fiber optic,No,No,0,No
4,Two year,No,Mailed check,19.9,76.65,No,No internet service,No internet service,0,No
12,One year,No,Electronic check,20.15,260.7,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),90.6,6441.85,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,92,266.8,Fiber optic,No,No,0,No
56,Month-to-month,Yes,Electronic check,94.45,5124.6,Fiber optic,Yes,No,0,Yes
41,One year,Yes,Mailed check,24.85,962.25,No,No internet service,No internet service,0,No
40,One year,No,Credit card (automatic),36,1382.9,DSL,Yes,No,0,No
7,Month-to-month,Yes,Electronic check,78.5,571.05,DSL,Yes,Yes,0,No
69,Two year,No,Credit card (automatic),19.95,1399.35,No,No internet service,No internet service,0,No
7,One year,No,Mailed check,20.65,150,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,30.5,167.2,DSL,No,No,0,No
72,Two year,No,Credit card (automatic),106.1,7657.4,Fiber optic,Yes,Yes,0,No
44,One year,Yes,Bank transfer (automatic),20.5,865.05,No,No internet service,No internet service,0,No
65,One year,Yes,Electronic check,95.5,6153.85,Fiber optic,No,No,0,No
3,Month-to-month,No,Electronic check,64.6,174.2,DSL,Yes,No,0,No
24,Month-to-month,Yes,Credit card (automatic),51.1,1269.6,DSL,Yes,No,0,No
44,Month-to-month,Yes,Bank transfer (automatic),84.8,3862.55,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),89.1,6352.4,DSL,Yes,Yes,1,No
24,Month-to-month,No,Electronic check,54.95,1348.5,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,50.9,50.9,DSL,No,No,0,Yes
22,Month-to-month,Yes,Bank transfer (automatic),20.45,471.55,No,No internet service,No internet service,0,No
70,Two year,Yes,Credit card (automatic),85.95,5931.75,DSL,Yes,No,0,No
25,Month-to-month,No,Electronic check,60.35,1404.65,DSL,No,No,0,No
37,Two year,No,Bank transfer (automatic),19.8,726.1,No,No internet service,No internet service,0,No
22,Month-to-month,No,Bank transfer (automatic),85.35,1961.6,Fiber optic,No,No,1,No
59,Two year,Yes,Bank transfer (automatic),72.1,4194.85,DSL,Yes,No,0,No
49,Month-to-month,Yes,Electronic check,99.8,4872.45,Fiber optic,No,No,0,Yes
47,Month-to-month,Yes,Bank transfer (automatic),107.35,5118.95,Fiber optic,Yes,No,0,Yes
31,Month-to-month,Yes,Mailed check,19.55,658.95,No,No internet service,No internet service,0,Yes
1,Month-to-month,Yes,Electronic check,81.05,81.05,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Electronic check,20.5,76.95,No,No internet service,No internet service,0,No
53,One year,Yes,Bank transfer (automatic),111.8,5809.75,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.2,20.2,No,No internet service,No internet service,0,No
20,One year,Yes,Mailed check,19.7,415.9,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,79.1,246.5,Fiber optic,No,Yes,0,Yes
51,One year,Yes,Bank transfer (automatic),19.85,996.95,No,No internet service,No internet service,0,No
51,One year,Yes,Bank transfer (automatic),60.5,3145.15,DSL,Yes,Yes,0,No
13,Two year,No,Mailed check,19.55,265.3,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.9,20.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,21.05,21.05,No,No internet service,No internet service,0,No
63,One year,No,Electronic check,71.5,4576.3,DSL,Yes,Yes,0,No
3,Month-to-month,No,Mailed check,54.65,189.1,DSL,No,No,0,No
46,Two year,No,Credit card (automatic),19.2,908.15,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Credit card (automatic),49.8,49.8,DSL,No,No,0,No
8,Month-to-month,No,Mailed check,25.5,215.2,DSL,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),20.5,1500.95,No,No internet service,No internet service,0,No
55,Month-to-month,Yes,Credit card (automatic),90.4,5099.15,Fiber optic,No,No,0,No
70,One year,Yes,Bank transfer (automatic),90.25,6385.95,Fiber optic,Yes,No,0,No
2,Month-to-month,No,Electronic check,80.75,159.45,Fiber optic,No,No,0,Yes
67,Two year,No,Bank transfer (automatic),104.6,6885.75,Fiber optic,Yes,Yes,0,No
65,Month-to-month,Yes,Bank transfer (automatic),91.85,5940.85,Fiber optic,No,No,0,Yes
14,Month-to-month,No,Credit card (automatic),50.2,668.85,DSL,No,No,0,No
20,Month-to-month,Yes,Bank transfer (automatic),95.5,1916.2,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,75.35,75.35,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,75.45,75.45,Fiber optic,No,No,0,Yes
49,Month-to-month,Yes,Bank transfer (automatic),95.4,4613.95,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),101.3,7261.25,Fiber optic,No,Yes,0,No
46,Month-to-month,No,Electronic check,53.1,2459.8,DSL,No,Yes,0,No
24,Month-to-month,Yes,Bank transfer (automatic),84.85,2048.8,Fiber optic,No,No,0,No
5,Month-to-month,No,Electronic check,34.25,163.55,DSL,Yes,No,0,No
33,Month-to-month,No,Credit card (automatic),88.6,2888.7,Fiber optic,Yes,No,0,No
42,One year,Yes,Bank transfer (automatic),60.15,2421.6,DSL,No,Yes,0,No
23,One year,Yes,Credit card (automatic),99.95,2292.75,Fiber optic,No,Yes,0,No
8,Month-to-month,No,Bank transfer (automatic),70.7,553.4,Fiber optic,No,No,0,No
66,One year,Yes,Mailed check,54.8,3465.7,DSL,No,Yes,0,No
24,Month-to-month,Yes,Bank transfer (automatic),49.55,1210.4,DSL,No,Yes,0,Yes
24,Month-to-month,No,Credit card (automatic),54.8,1291.3,DSL,No,No,1,No
69,One year,Yes,Credit card (automatic),78.6,5356.45,DSL,Yes,Yes,0,Yes
53,One year,Yes,Mailed check,100.3,5200.8,Fiber optic,No,No,0,No
60,Two year,No,Electronic check,53.6,3237.05,DSL,No,Yes,0,No
7,Month-to-month,Yes,Electronic check,81.1,576.65,Fiber optic,No,No,0,Yes
20,One year,Yes,Credit card (automatic),19.35,433.75,No,No internet service,No internet service,0,No
23,Month-to-month,No,Electronic check,85.6,1868.4,Fiber optic,No,No,0,No
72,Two year,Yes,Electronic check,80.8,5728.55,DSL,Yes,Yes,0,No
11,Month-to-month,Yes,Electronic check,74.95,825.7,Fiber optic,No,No,0,Yes
21,Two year,No,Mailed check,19.6,390.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,93.55,93.55,Fiber optic,No,No,1,Yes
31,Month-to-month,Yes,Electronic check,90.7,2845.15,Fiber optic,No,No,1,No
57,Two year,No,Mailed check,69.75,3894.4,DSL,Yes,No,0,No
45,Two year,Yes,Bank transfer (automatic),20,886.4,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,95.25,1021.55,Fiber optic,No,No,0,No
58,Month-to-month,Yes,Credit card (automatic),102.1,5885.4,Fiber optic,Yes,No,0,Yes
14,Month-to-month,No,Mailed check,19.95,268.4,No,No internet service,No internet service,0,No
27,One year,No,Mailed check,80.85,2204.35,DSL,Yes,Yes,0,No
14,Month-to-month,Yes,Bank transfer (automatic),90.9,1259,Fiber optic,No,No,0,Yes
12,Month-to-month,No,Mailed check,29.2,309.1,DSL,No,No,0,Yes
69,Two year,Yes,Bank transfer (automatic),93.3,6398.05,Fiber optic,Yes,No,0,No
25,Month-to-month,Yes,Bank transfer (automatic),89.15,2257.75,Fiber optic,No,No,0,Yes
58,One year,Yes,Electronic check,108.85,6287.25,Fiber optic,No,Yes,1,Yes
35,Two year,Yes,Credit card (automatic),46.35,1662.05,DSL,Yes,Yes,0,No
16,Month-to-month,Yes,Electronic check,84.75,1350.15,Fiber optic,No,No,1,Yes
45,One year,No,Credit card (automatic),78.75,3600.65,DSL,No,No,0,No
17,Month-to-month,Yes,Electronic check,83.55,1329.15,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,45.7,45.7,DSL,No,No,0,Yes
22,One year,No,Mailed check,19.6,422.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,69.95,69.95,Fiber optic,No,No,1,Yes
67,Two year,No,Mailed check,67.85,4627.65,DSL,Yes,Yes,0,No
67,Two year,Yes,Bank transfer (automatic),105.65,6717.9,Fiber optic,Yes,No,0,No
2,Month-to-month,No,Electronic check,44.6,97.1,DSL,No,No,0,Yes
23,Month-to-month,Yes,Electronic check,74.95,1710.45,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Credit card (automatic),75.5,637.4,Fiber optic,No,No,1,No
5,Month-to-month,No,Mailed check,20.15,117.95,No,No internet service,No internet service,0,No
54,Two year,No,Credit card (automatic),45.2,2460.55,DSL,Yes,Yes,0,No
57,Two year,Yes,Electronic check,95.25,5464.65,Fiber optic,No,No,0,Yes
24,Month-to-month,Yes,Mailed check,89.85,2165.05,Fiber optic,No,No,0,Yes
49,One year,No,Mailed check,100.45,4941.8,Fiber optic,No,No,0,Yes
5,Month-to-month,No,Electronic check,47.15,223.15,DSL,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,80.2,181.1,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Mailed check,87.1,341.45,Fiber optic,Yes,No,0,Yes
70,Two year,Yes,Bank transfer (automatic),79.25,5731.85,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Bank transfer (automatic),75.9,357.75,Fiber optic,No,No,0,Yes
53,Month-to-month,No,Electronic check,85.7,4616.1,DSL,Yes,Yes,0,No
47,Month-to-month,Yes,Electronic check,98.75,4533.7,Fiber optic,No,Yes,0,Yes
31,One year,No,Credit card (automatic),20.1,589.25,No,No internet service,No internet service,0,No
13,Month-to-month,No,Bank transfer (automatic),61.8,750.1,DSL,Yes,No,0,No
28,Month-to-month,No,Mailed check,49.9,1410.25,DSL,No,No,0,No
10,Month-to-month,No,Electronic check,86.45,830.85,Fiber optic,No,No,0,Yes
38,Two year,No,Bank transfer (automatic),20.4,743.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,45.3,45.3,DSL,No,No,0,Yes
67,One year,No,Electronic check,104.1,7040.85,Fiber optic,No,No,0,Yes
52,One year,Yes,Mailed check,75.4,3865.45,DSL,No,Yes,0,No
62,Two year,No,Mailed check,108.15,6825.65,Fiber optic,Yes,Yes,0,No
16,Month-to-month,Yes,Electronic check,86.25,1340.1,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Electronic check,81,371.65,Fiber optic,No,No,1,Yes
12,One year,No,Electronic check,95.7,1184,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),116.85,8477.7,Fiber optic,Yes,Yes,0,No
71,One year,No,Bank transfer (automatic),105.75,7382.85,Fiber optic,Yes,No,1,No
24,One year,No,Mailed check,20.15,456.85,No,No internet service,No internet service,0,No
15,Two year,No,Mailed check,19.6,331.6,No,No internet service,No internet service,0,No
67,One year,Yes,Credit card (automatic),90.6,6056.15,Fiber optic,No,Yes,0,Yes
2,Month-to-month,No,Bank transfer (automatic),60.95,134.6,DSL,No,Yes,0,No
5,Month-to-month,No,Mailed check,25.05,125.5,DSL,No,No,0,No
15,Month-to-month,No,Electronic check,88.15,1390.6,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,20.2,20.2,No,No internet service,No internet service,0,Yes
41,One year,Yes,Bank transfer (automatic),60.3,2511.3,DSL,No,Yes,0,No
43,Month-to-month,Yes,Electronic check,63.95,2737.05,DSL,No,Yes,0,No
1,Month-to-month,No,Electronic check,74.3,74.3,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Mailed check,70.6,70.6,Fiber optic,No,No,1,No
26,Month-to-month,Yes,Electronic check,90.8,2361.8,Fiber optic,No,No,0,Yes
22,Month-to-month,Yes,Electronic check,79.35,1730.35,Fiber optic,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),90.55,6404,DSL,Yes,Yes,0,No
7,Two year,No,Mailed check,19.45,165.35,No,No internet service,No internet service,0,No
28,Month-to-month,No,Bank transfer (automatic),64.45,1867.6,DSL,Yes,No,1,No
16,Month-to-month,No,Electronic check,69.65,1043.3,Fiber optic,No,No,1,No
7,One year,No,Mailed check,19.5,128.6,No,No internet service,No internet service,0,No
69,Two year,Yes,Bank transfer (automatic),110.5,7455.45,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,24.7,24.7,DSL,No,No,0,No
3,Month-to-month,Yes,Electronic check,77.4,206.15,DSL,No,Yes,0,No
21,Month-to-month,Yes,Bank transfer (automatic),96.8,2030.3,Fiber optic,No,No,1,Yes
69,Month-to-month,Yes,Bank transfer (automatic),85.4,5869.4,Fiber optic,No,No,0,No
71,Two year,Yes,Bank transfer (automatic),47.6,3377.8,DSL,Yes,Yes,0,No
69,Two year,No,Mailed check,19.4,1346.2,No,No internet service,No internet service,0,No
48,Month-to-month,Yes,Electronic check,103.85,4946.05,Fiber optic,Yes,No,0,No
47,Month-to-month,Yes,Bank transfer (automatic),83.35,4065,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,49.4,106.55,DSL,No,No,0,Yes
45,Month-to-month,Yes,Credit card (automatic),108.45,4964.7,Fiber optic,Yes,Yes,0,No
51,Month-to-month,No,Bank transfer (automatic),81,4085.75,Fiber optic,No,No,0,No
22,Month-to-month,Yes,Electronic check,79.2,1742.75,DSL,Yes,Yes,0,Yes
72,Two year,No,Bank transfer (automatic),86.65,6224.8,DSL,Yes,Yes,0,No
37,Month-to-month,Yes,Electronic check,92.95,3415.25,Fiber optic,No,No,0,No
71,Two year,No,Electronic check,90.35,6325.25,DSL,Yes,Yes,0,No
7,Month-to-month,No,Electronic check,48.7,340.25,DSL,No,No,0,Yes
66,Two year,Yes,Credit card (automatic),25.15,1683.6,No,No internet service,No internet service,0,No
51,One year,Yes,Bank transfer (automatic),76.4,3966.3,DSL,Yes,Yes,0,No
30,One year,No,Bank transfer (automatic),19.55,608.5,No,No internet service,No internet service,0,No
34,Month-to-month,No,Electronic check,85.35,2896.6,Fiber optic,No,No,0,No
64,Two year,Yes,Mailed check,24.8,1514.85,No,No internet service,No internet service,0,No
65,One year,Yes,Bank transfer (automatic),103.15,6792.45,Fiber optic,No,No,1,No
47,Month-to-month,No,Mailed check,100.75,4669.2,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,95.6,95.6,Fiber optic,No,Yes,0,Yes
49,Month-to-month,Yes,Credit card (automatic),59.75,2934.3,DSL,No,Yes,0,Yes
67,Two year,No,Credit card (automatic),94.1,6302.8,Fiber optic,Yes,No,0,No
39,One year,No,Bank transfer (automatic),19.35,779.2,No,No internet service,No internet service,0,No
14,Month-to-month,No,Mailed check,19.9,283.75,No,No internet service,No internet service,0,No
43,Month-to-month,Yes,Credit card (automatic),108.15,4600.7,Fiber optic,Yes,Yes,1,Yes
56,Month-to-month,Yes,Electronic check,101.05,5594,Fiber optic,No,No,1,No
14,One year,No,Credit card (automatic),59.1,772.85,DSL,Yes,No,0,No
1,Month-to-month,No,Electronic check,71.35,71.35,Fiber optic,No,No,0,Yes
16,One year,Yes,Mailed check,55.85,857.8,DSL,No,Yes,0,No
70,Month-to-month,Yes,Electronic check,106.05,7554.05,Fiber optic,No,Yes,0,No
72,Two year,Yes,Credit card (automatic),84.1,5981.65,DSL,No,Yes,1,No
23,Month-to-month,Yes,Credit card (automatic),75.3,1702.9,Fiber optic,No,No,0,No
21,Month-to-month,No,Mailed check,24.7,467.15,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,20.15,20.15,No,No internet service,No internet service,0,Yes
1,Month-to-month,No,Bank transfer (automatic),69.75,69.75,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Electronic check,93.2,2931,Fiber optic,No,No,1,Yes
17,Month-to-month,No,Electronic check,80.85,1400.85,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,33.65,137.85,DSL,No,Yes,0,Yes
36,One year,No,Electronic check,55.8,1941.5,DSL,No,No,0,No
50,Two year,No,Credit card (automatic),39.7,1932.75,DSL,Yes,No,0,No
48,Month-to-month,Yes,Credit card (automatic),29.5,1423.05,DSL,Yes,No,0,No
50,Two year,No,Credit card (automatic),20.15,970.85,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),79.55,5810.9,DSL,Yes,Yes,0,No
10,Month-to-month,No,Credit card (automatic),24.8,223.9,No,No internet service,No internet service,0,No
18,Month-to-month,No,Mailed check,19.65,391.7,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.95,79.95,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,19.3,19.3,No,No internet service,No internet service,0,Yes
9,Month-to-month,Yes,Electronic check,94.05,811.65,Fiber optic,No,No,0,No
2,Month-to-month,No,Mailed check,90.75,174.75,Fiber optic,No,Yes,0,No
40,Month-to-month,Yes,Credit card (automatic),78.85,3126.85,Fiber optic,Yes,No,0,No
69,One year,No,Bank transfer (automatic),99.5,6841.45,Fiber optic,No,No,0,No
37,One year,Yes,Electronic check,99.2,3754.6,Fiber optic,Yes,Yes,0,Yes
18,Month-to-month,Yes,Credit card (automatic),80.55,1406.65,Fiber optic,No,No,0,No
11,Month-to-month,Yes,Electronic check,70.2,834.7,Fiber optic,No,No,1,No
8,Month-to-month,Yes,Credit card (automatic),85.2,627.4,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Electronic check,75.25,242,Fiber optic,No,No,0,Yes
55,One year,No,Credit card (automatic),59.45,3157,DSL,No,Yes,0,No
33,Month-to-month,Yes,Electronic check,93.35,3092,Fiber optic,No,No,0,No
46,Month-to-month,No,Bank transfer (automatic),44.95,2168.9,DSL,No,No,0,No
34,Two year,No,Bank transfer (automatic),26.1,980.35,No,No internet service,No internet service,0,No
3,Month-to-month,No,Electronic check,20.2,65.95,No,No internet service,No internet service,0,No
30,Two year,No,Mailed check,21.25,711.9,No,No internet service,No internet service,0,No
33,One year,No,Electronic check,59.4,1952.8,DSL,Yes,Yes,0,No
45,One year,Yes,Credit card (automatic),95,4368.85,Fiber optic,No,No,0,No
40,Month-to-month,Yes,Mailed check,61.9,2647.1,DSL,Yes,Yes,0,No
71,Two year,Yes,Electronic check,118.65,8477.6,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,54.35,54.35,DSL,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),64.45,4528,DSL,Yes,Yes,0,No
22,Month-to-month,Yes,Electronic check,80.15,1790.65,Fiber optic,No,No,0,No
46,One year,Yes,Bank transfer (automatic),20.2,845.6,No,No internet service,No internet service,0,No
55,Two year,No,Mailed check,21,1210.3,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.45,20.45,No,No internet service,No internet service,0,No
12,One year,Yes,Mailed check,75.85,854.45,DSL,Yes,No,0,No
31,Month-to-month,Yes,Electronic check,80.45,2429.1,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Electronic check,24.95,100.4,DSL,No,No,0,Yes
67,Two year,Yes,Electronic check,75.5,5229.45,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,44.45,44.45,DSL,No,No,0,No
40,One year,Yes,Electronic check,42.35,1716.45,DSL,No,Yes,0,Yes
41,Month-to-month,Yes,Credit card (automatic),74.55,3023.55,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,75.3,75.3,Fiber optic,No,No,0,Yes
51,One year,Yes,Electronic check,94.8,4837.6,Fiber optic,No,Yes,0,Yes
42,Two year,No,Credit card (automatic),48.15,2032.3,DSL,Yes,Yes,0,No
23,One year,No,Mailed check,19.65,436.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,70.55,70.55,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Mailed check,20.15,20.15,No,No internet service,No internet service,0,No
56,Month-to-month,Yes,Credit card (automatic),106.6,5893.95,Fiber optic,No,Yes,0,No
15,Month-to-month,Yes,Electronic check,91,1430.05,Fiber optic,No,No,0,No
12,Two year,Yes,Bank transfer (automatic),25.4,313,No,No internet service,No internet service,0,No
54,Two year,No,Bank transfer (automatic),69.95,3871.85,DSL,Yes,Yes,0,No
7,Month-to-month,Yes,Electronic check,66.85,458.1,DSL,No,No,0,No
33,Month-to-month,No,Credit card (automatic),86.15,2745.7,Fiber optic,No,No,0,Yes
16,Month-to-month,No,Electronic check,20.15,341.35,No,No internet service,No internet service,0,No
21,One year,No,Mailed check,64.85,1336.8,DSL,No,Yes,0,No
30,Two year,No,Electronic check,74.85,2181.75,DSL,No,No,1,No
3,Month-to-month,Yes,Mailed check,50.5,147.75,DSL,Yes,No,0,No
11,Month-to-month,No,Electronic check,72.9,818.45,Fiber optic,No,No,0,No
62,One year,Yes,Credit card (automatic),115.05,7133.45,Fiber optic,Yes,Yes,0,No
18,Month-to-month,No,Electronic check,19,348.8,No,No internet service,No internet service,0,No
6,Month-to-month,No,Mailed check,19.55,128.6,No,No internet service,No internet service,0,No
46,One year,Yes,Electronic check,101.1,4674.4,Fiber optic,No,No,0,No
21,Month-to-month,Yes,Electronic check,84.1,1737.45,Fiber optic,No,No,0,No
68,Two year,Yes,Bank transfer (automatic),24.15,1498.85,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,50.1,50.1,DSL,No,No,0,No
25,Month-to-month,Yes,Electronic check,74.6,1797.75,Fiber optic,No,No,0,No
24,Two year,No,Mailed check,19.75,498.1,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Electronic check,85,2624.25,Fiber optic,No,No,0,Yes
2,Month-to-month,No,Electronic check,80.55,184.1,Fiber optic,No,No,0,Yes
51,One year,Yes,Bank transfer (automatic),106.8,5498.8,Fiber optic,No,No,0,No
57,Two year,Yes,Electronic check,84.5,4845.4,DSL,Yes,Yes,0,No
15,Two year,No,Bank transfer (automatic),25.05,369.1,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),83.7,6096.9,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,75.8,160.75,Fiber optic,No,No,0,Yes
28,Month-to-month,No,Credit card (automatic),96.6,2684.35,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Electronic check,98.5,3004.15,Fiber optic,No,No,1,Yes
70,Two year,Yes,Credit card (automatic),101.1,6994.8,Fiber optic,Yes,Yes,0,No
13,One year,No,Mailed check,20.2,273.25,No,No internet service,No internet service,0,No
59,One year,Yes,Electronic check,94.05,5483.9,Fiber optic,Yes,Yes,1,No
13,Month-to-month,Yes,Electronic check,95.25,1233.65,Fiber optic,No,No,1,Yes
7,Month-to-month,Yes,Mailed check,74.4,527.9,Fiber optic,No,No,1,Yes
62,Two year,No,Mailed check,81,4985.9,DSL,Yes,Yes,0,No
21,One year,Yes,Electronic check,60.25,1258.35,DSL,Yes,Yes,0,No
2,Month-to-month,No,Electronic check,60.85,111.4,DSL,No,No,0,No
1,Month-to-month,No,Credit card (automatic),43.95,43.95,DSL,No,No,0,No
4,Month-to-month,No,Electronic check,86.05,308.1,Fiber optic,No,No,0,No
19,One year,No,Credit card (automatic),20.25,383.65,No,No internet service,No internet service,0,No
30,Month-to-month,No,Electronic check,85.15,2555.9,Fiber optic,Yes,No,0,Yes
67,Two year,Yes,Credit card (automatic),19.4,1284.2,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),102.65,7550.3,Fiber optic,No,Yes,1,No
53,Two year,No,Credit card (automatic),19.9,1110.05,No,No internet service,No internet service,0,No
5,One year,No,Electronic check,19.55,99.6,No,No internet service,No internet service,0,No
71,Two year,Yes,Credit card (automatic),95.5,6707.15,Fiber optic,Yes,No,1,No
50,One year,Yes,Credit card (automatic),84.15,4164.4,DSL,Yes,No,0,No
56,Two year,Yes,Electronic check,103.2,5873.75,Fiber optic,Yes,No,0,No
2,Month-to-month,Yes,Credit card (automatic),50.2,109.25,DSL,Yes,No,0,No
2,Month-to-month,Yes,Electronic check,88.55,179.25,Fiber optic,No,No,1,Yes
24,Month-to-month,No,Electronic check,54.75,1338.15,DSL,No,Yes,0,Yes
46,Two year,No,Credit card (automatic),19.95,862.4,No,No internet service,No internet service,0,No
71,Two year,Yes,Electronic check,116.25,8564.75,Fiber optic,Yes,Yes,0,No
29,Month-to-month,Yes,Electronic check,31.2,926.2,DSL,Yes,No,0,No
69,Two year,No,Bank transfer (automatic),24.45,1718.2,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),84.2,5956.85,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,91.3,91.3,Fiber optic,No,No,1,Yes
56,Two year,Yes,Bank transfer (automatic),85.65,4824.45,DSL,Yes,Yes,1,No
56,One year,Yes,Mailed check,21.2,1238.65,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.5,79.5,Fiber optic,No,No,0,Yes
28,One year,No,Mailed check,25.55,672.2,No,No internet service,No internet service,0,No
19,Month-to-month,No,Mailed check,20.2,382.2,No,No internet service,No internet service,0,No
66,Month-to-month,No,Electronic check,63.85,4264.6,DSL,Yes,No,0,No
17,One year,Yes,Mailed check,61.95,1070.7,DSL,Yes,No,0,No
52,Two year,No,Mailed check,25.75,1345.85,No,No internet service,No internet service,0,No
19,One year,No,Electronic check,58.2,1045.25,DSL,No,No,0,No
36,One year,No,Bank transfer (automatic),85.85,3003.55,DSL,Yes,Yes,0,No
7,Month-to-month,Yes,Mailed check,70.1,467.55,Fiber optic,No,No,1,Yes
72,One year,Yes,Credit card (automatic),104.9,7537.5,Fiber optic,Yes,Yes,0,No
67,One year,Yes,Electronic check,111.3,7482.1,Fiber optic,No,Yes,0,Yes
34,One year,Yes,Electronic check,99.85,3343.15,Fiber optic,No,No,1,No
57,Month-to-month,Yes,Bank transfer (automatic),95.25,5427.05,Fiber optic,No,No,1,Yes
7,Month-to-month,Yes,Electronic check,86.25,587.1,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,100.8,100.8,Fiber optic,No,No,1,Yes
8,Month-to-month,Yes,Bank transfer (automatic),19.55,161.15,No,No internet service,No internet service,0,No
69,Two year,No,Electronic check,104,7028.5,Fiber optic,Yes,No,0,No
50,One year,Yes,Mailed check,104.4,5232.9,Fiber optic,No,Yes,0,No
10,One year,No,Mailed check,19.5,225.85,No,No internet service,No internet service,0,No
12,Two year,No,Credit card (automatic),25.25,274.7,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Electronic check,86.3,1180.95,Fiber optic,No,No,0,Yes
70,Two year,Yes,Bank transfer (automatic),49.85,3370.2,DSL,Yes,Yes,0,No
64,Month-to-month,Yes,Bank transfer (automatic),108.95,7111.3,Fiber optic,Yes,Yes,1,No
66,Two year,No,Credit card (automatic),89.9,5958.85,DSL,Yes,Yes,0,No
71,Two year,Yes,Credit card (automatic),82,5999.85,DSL,Yes,Yes,0,No
20,Month-to-month,No,Electronic check,89.95,1648.45,Fiber optic,No,No,1,No
72,Two year,Yes,Bank transfer (automatic),79.35,5753.25,DSL,Yes,Yes,0,No
71,Two year,No,Credit card (automatic),64.05,4492.9,DSL,Yes,Yes,0,No
38,Month-to-month,Yes,Credit card (automatic),101.15,3956.7,Fiber optic,No,No,0,No
28,Month-to-month,Yes,Electronic check,89.95,2625.55,Fiber optic,No,No,0,Yes
17,Month-to-month,Yes,Electronic check,76.45,1233.4,Fiber optic,No,No,1,Yes
33,One year,Yes,Electronic check,39.1,1309,DSL,No,No,0,No
23,Two year,No,Mailed check,34.6,813.45,DSL,Yes,Yes,0,No
58,One year,Yes,Electronic check,19.55,1108.8,No,No internet service,No internet service,0,No
70,Two year,Yes,Bank transfer (automatic),104.45,7349.35,Fiber optic,Yes,No,1,No
4,Month-to-month,No,Electronic check,70.5,294.2,Fiber optic,No,No,0,No
45,Two year,No,Mailed check,20.35,929.2,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,70,740,Fiber optic,No,No,0,Yes
36,Two year,No,Credit card (automatic),19.45,754.5,No,No internet service,No internet service,0,No
54,Month-to-month,Yes,Mailed check,69.9,3883.3,DSL,Yes,Yes,0,No
23,Two year,No,Mailed check,59.7,1414.2,DSL,Yes,No,0,No
41,One year,Yes,Credit card (automatic),78.35,3211.2,DSL,No,Yes,0,No
5,Month-to-month,Yes,Mailed check,71.45,371.6,Fiber optic,No,No,1,No
27,One year,Yes,Credit card (automatic),45.85,1246.4,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,95.85,95.85,Fiber optic,Yes,No,0,No
67,Two year,No,Credit card (automatic),35.7,2545.7,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),89.55,6448.85,DSL,Yes,Yes,1,No
56,Two year,Yes,Credit card (automatic),24.95,1468.9,No,No internet service,No internet service,0,No
44,One year,No,Electronic check,24.85,1013.6,No,No internet service,No internet service,0,No
66,Month-to-month,Yes,Electronic check,100.8,6690.75,Fiber optic,No,No,1,No
34,One year,Yes,Mailed check,64.4,2088.75,DSL,Yes,Yes,0,Yes
69,Two year,No,Bank transfer (automatic),105.35,7240.65,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,102.45,102.45,Fiber optic,No,Yes,0,Yes
40,Two year,No,Credit card (automatic),19.65,830.25,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Bank transfer (automatic),54.45,1588.7,DSL,No,Yes,0,No
11,Month-to-month,No,Mailed check,70.5,829.3,DSL,Yes,No,0,No
15,One year,No,Credit card (automatic),20.1,302.45,No,No internet service,No internet service,0,No
11,Month-to-month,Yes,Electronic check,69.35,712.25,DSL,No,No,0,No
64,One year,No,Bank transfer (automatic),19.8,1336.65,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),74.4,5360.75,DSL,Yes,Yes,1,No
72,Two year,Yes,Bank transfer (automatic),93.05,6735.05,Fiber optic,Yes,Yes,1,No
1,Month-to-month,No,Mailed check,51.2,51.2,DSL,No,Yes,0,No
15,One year,No,Credit card (automatic),65.6,1010,DSL,Yes,Yes,0,No
60,One year,No,Credit card (automatic),80.55,4847.05,DSL,Yes,No,0,No
56,One year,No,Mailed check,52.7,3019.7,DSL,No,Yes,0,No
8,Two year,No,Mailed check,20.85,161.65,No,No internet service,No internet service,0,No
3,Month-to-month,No,Credit card (automatic),80.1,217.55,Fiber optic,Yes,No,0,Yes
49,Month-to-month,Yes,Credit card (automatic),52.15,2583.75,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,80.2,146.05,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Bank transfer (automatic),98.15,567.45,Fiber optic,Yes,Yes,0,Yes
70,Two year,Yes,Bank transfer (automatic),114.95,7711.25,Fiber optic,Yes,Yes,0,No
12,Month-to-month,Yes,Mailed check,112.95,1384.75,Fiber optic,Yes,No,0,Yes
52,One year,Yes,Bank transfer (automatic),104.45,5481.25,Fiber optic,Yes,Yes,1,No
72,Two year,Yes,Credit card (automatic),113.65,8124.2,Fiber optic,Yes,Yes,0,No
40,Two year,Yes,Bank transfer (automatic),20.6,827.3,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,70.9,70.9,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,86.85,220.95,Fiber optic,No,No,1,Yes
40,Month-to-month,Yes,Electronic check,91.55,3673.6,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Electronic check,49.85,49.85,DSL,No,No,0,No
30,One year,No,Credit card (automatic),19.8,576.65,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Electronic check,99.85,2331.3,Fiber optic,Yes,Yes,0,Yes
1,Month-to-month,Yes,Electronic check,74.5,74.5,Fiber optic,No,No,0,Yes
44,Month-to-month,No,Electronic check,104.15,4495.65,Fiber optic,Yes,No,1,No
65,Month-to-month,Yes,Electronic check,109.15,6941.2,Fiber optic,Yes,No,0,Yes
7,Month-to-month,Yes,Electronic check,48.2,340.35,DSL,No,Yes,1,No
72,Two year,Yes,Credit card (automatic),25.1,1789.9,No,No internet service,No internet service,1,No
8,Month-to-month,Yes,Credit card (automatic),100.15,908.55,Fiber optic,Yes,No,1,No
16,Month-to-month,Yes,Credit card (automatic),65.2,1043.35,DSL,No,No,0,Yes
66,Month-to-month,Yes,Credit card (automatic),99.5,6822.15,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Mailed check,71.55,71.55,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Mailed check,55.9,157.55,DSL,No,Yes,0,No
53,Month-to-month,No,Electronic check,93.9,5029.2,Fiber optic,No,Yes,0,Yes
8,Month-to-month,Yes,Credit card (automatic),64.4,581.7,DSL,Yes,No,1,No
69,Two year,Yes,Bank transfer (automatic),108.4,7318.2,Fiber optic,Yes,No,1,Yes
5,Month-to-month,Yes,Mailed check,85.3,420.45,Fiber optic,No,No,0,No
72,Two year,No,Mailed check,107.45,7576.7,Fiber optic,Yes,Yes,0,No
13,Month-to-month,Yes,Bank transfer (automatic),48.75,633.4,DSL,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,85.65,321.65,Fiber optic,No,No,0,Yes
54,Two year,No,Credit card (automatic),91.3,4965,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),85.95,6151.9,DSL,Yes,No,0,No
12,Month-to-month,Yes,Electronic check,106.7,1253.9,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,25.15,25.15,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,45.2,45.2,DSL,No,No,1,No
54,One year,No,Electronic check,110.35,5893.15,Fiber optic,Yes,No,0,Yes
69,Two year,Yes,Credit card (automatic),79.2,5420.65,Fiber optic,No,No,0,No
48,Two year,No,Credit card (automatic),55.5,2627.35,DSL,No,Yes,0,No
48,One year,Yes,Credit card (automatic),103.25,5037.55,Fiber optic,No,Yes,0,Yes
8,Month-to-month,Yes,Electronic check,90.25,743.75,Fiber optic,Yes,No,0,No
71,Two year,Yes,Mailed check,91.25,6589.6,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,47.8,92.45,DSL,No,Yes,0,Yes
67,One year,Yes,Credit card (automatic),100.9,6733.15,Fiber optic,No,Yes,0,No
34,Month-to-month,Yes,Bank transfer (automatic),97.7,3410,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Electronic check,69.85,199.85,Fiber optic,No,No,0,No
9,One year,Yes,Mailed check,65.6,593.3,DSL,Yes,No,0,No
71,One year,Yes,Bank transfer (automatic),104.65,7288.4,Fiber optic,No,Yes,0,No
57,Two year,Yes,Credit card (automatic),90.45,5229.8,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),63.7,4464.8,DSL,Yes,Yes,0,No
48,Month-to-month,Yes,Electronic check,104.5,5068.05,Fiber optic,Yes,Yes,1,No
18,One year,No,Mailed check,20.1,401.85,No,No internet service,No internet service,0,No
43,One year,Yes,Credit card (automatic),104.3,4451.85,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),93.25,6688.95,DSL,Yes,Yes,0,No
35,One year,Yes,Bank transfer (automatic),73.45,2661.1,DSL,Yes,No,0,No
4,Month-to-month,No,Mailed check,20.7,73.05,No,No internet service,No internet service,0,No
49,Two year,No,Mailed check,25.25,1211.65,No,No internet service,No internet service,0,No
71,Two year,No,Bank transfer (automatic),100.5,7030.65,Fiber optic,No,Yes,0,No
11,Month-to-month,No,Electronic check,90.6,1020.2,Fiber optic,No,No,0,No
63,Two year,Yes,Credit card (automatic),89.4,5597.65,DSL,Yes,Yes,0,No
65,Month-to-month,Yes,Bank transfer (automatic),95.45,6223.3,Fiber optic,No,No,1,No
49,Two year,No,Credit card (automatic),20.45,1024.65,No,No internet service,No internet service,0,No
29,Month-to-month,Yes,Credit card (automatic),98.6,2933.2,Fiber optic,No,No,0,Yes
15,Month-to-month,Yes,Electronic check,83.05,1258.3,Fiber optic,Yes,No,1,Yes
4,Month-to-month,Yes,Electronic check,19.95,82.9,No,No internet service,No internet service,0,No
72,One year,No,Credit card (automatic),109.15,7789.6,Fiber optic,Yes,No,0,No
26,Month-to-month,Yes,Credit card (automatic),85.7,2067,Fiber optic,No,No,1,No
35,Month-to-month,No,Bank transfer (automatic),102.05,3452.55,Fiber optic,No,No,1,No
57,One year,No,Electronic check,94.7,5468.95,Fiber optic,Yes,No,0,No
28,Month-to-month,No,Electronic check,64.4,1802.15,DSL,No,No,0,No
25,One year,Yes,Mailed check,26.8,733.55,No,No internet service,No internet service,0,No
47,One year,Yes,Credit card (automatic),66.05,3021.45,DSL,No,Yes,0,No
57,Month-to-month,No,Bank transfer (automatic),65.2,3687.85,DSL,Yes,Yes,0,No
16,Month-to-month,Yes,Credit card (automatic),85.05,1391.15,Fiber optic,No,No,1,No
5,Month-to-month,Yes,Mailed check,55.8,274.35,DSL,No,Yes,0,No
17,Month-to-month,Yes,Bank transfer (automatic),70.4,1214.05,Fiber optic,No,No,0,Yes
56,One year,Yes,Bank transfer (automatic),104.75,5510.65,Fiber optic,No,No,1,Yes
72,Two year,No,Bank transfer (automatic),19.95,1322.85,No,No internet service,No internet service,0,No
21,Month-to-month,Yes,Electronic check,94.25,1973.75,Fiber optic,No,No,1,Yes
48,One year,No,Credit card (automatic),45,2196.3,DSL,No,Yes,0,No
68,Two year,No,Bank transfer (automatic),114.9,7843.55,Fiber optic,Yes,Yes,0,No
30,Month-to-month,No,Bank transfer (automatic),106.4,3211.9,Fiber optic,Yes,Yes,0,No
3,Month-to-month,Yes,Mailed check,46.1,130.15,DSL,No,No,0,No
14,Two year,No,Mailed check,39.7,692.35,DSL,Yes,Yes,1,No
4,Month-to-month,Yes,Bank transfer (automatic),20.05,85.5,No,No internet service,No internet service,0,No
71,Two year,Yes,Credit card (automatic),95.75,6849.4,Fiber optic,No,No,0,No
8,One year,No,Mailed check,24.4,203.95,No,No internet service,No internet service,0,No
61,Month-to-month,No,Bank transfer (automatic),33.6,2117.2,DSL,No,Yes,0,No
72,Two year,No,Bank transfer (automatic),90.45,6565.85,Fiber optic,Yes,No,0,No
5,Month-to-month,Yes,Electronic check,84,424.75,Fiber optic,No,No,0,No
49,Two year,No,Bank transfer (automatic),67.4,3306.85,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Bank transfer (automatic),19.7,168.9,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,80.35,253.8,Fiber optic,No,No,0,No
9,Two year,No,Mailed check,19.6,197.4,No,No internet service,No internet service,0,No
67,Two year,Yes,Bank transfer (automatic),54.2,3838.2,DSL,No,Yes,0,No
46,Month-to-month,Yes,Credit card (automatic),45.2,2065.15,DSL,No,No,0,No
67,One year,No,Mailed check,75.1,5064.45,DSL,No,Yes,0,No
55,One year,No,Electronic check,19.7,1140.05,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Bank transfer (automatic),72.75,2447.45,DSL,No,Yes,0,No
62,Two year,No,Credit card (automatic),20.05,1263.9,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,45.95,45.95,DSL,No,No,0,Yes
49,Month-to-month,Yes,Electronic check,39.2,1838.15,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,44.75,44.75,DSL,No,No,0,No
14,Month-to-month,Yes,Electronic check,82.65,1185,Fiber optic,No,No,0,No
18,Month-to-month,No,Bank transfer (automatic),93.9,1743.9,Fiber optic,Yes,No,1,No
1,Month-to-month,Yes,Electronic check,70.15,70.15,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Credit card (automatic),85.55,85.55,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),117.15,8529.5,Fiber optic,Yes,Yes,0,No
64,Two year,No,Credit card (automatic),99.25,6549.45,Fiber optic,Yes,Yes,0,No
69,Two year,Yes,Bank transfer (automatic),112.55,7806.5,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,25.7,25.7,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),90.3,6287.3,DSL,Yes,Yes,0,No
66,One year,Yes,Credit card (automatic),49.4,3251.85,DSL,Yes,No,0,No
2,Month-to-month,No,Mailed check,19.4,50.6,No,No internet service,No internet service,0,No
71,Two year,Yes,Bank transfer (automatic),109.7,7904.25,Fiber optic,Yes,Yes,1,No
11,One year,Yes,Electronic check,61.25,729.95,DSL,No,No,0,No
47,Month-to-month,Yes,Electronic check,55.3,2654.05,DSL,No,Yes,0,No
35,Month-to-month,Yes,Electronic check,70.3,2416.55,Fiber optic,No,No,0,Yes
32,Month-to-month,No,Bank transfer (automatic),106.35,3520.75,Fiber optic,No,No,1,Yes
60,Month-to-month,Yes,Bank transfer (automatic),103.75,5969.95,Fiber optic,Yes,No,0,No
11,One year,No,Mailed check,19.5,226.8,No,No internet service,No internet service,0,No
29,One year,No,Credit card (automatic),39.5,1082.75,DSL,Yes,Yes,0,No
21,Month-to-month,Yes,Electronic check,26.05,565.75,DSL,No,No,0,No
48,Month-to-month,Yes,Credit card (automatic),91.05,4370.75,Fiber optic,No,No,1,No
3,Month-to-month,No,Mailed check,29.65,90.05,DSL,No,No,0,No
43,Month-to-month,No,Mailed check,50.2,2169.4,DSL,No,No,0,No
5,Month-to-month,No,Electronic check,105.3,550.6,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,55.45,55.45,DSL,No,No,0,No
71,One year,No,Electronic check,85.45,6300.85,DSL,Yes,Yes,0,No
8,One year,No,Electronic check,19.8,160.05,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,59.25,436.6,DSL,No,No,0,No
20,Month-to-month,Yes,Credit card (automatic),90.7,1781.35,Fiber optic,No,No,0,No
33,One year,Yes,Mailed check,103.7,3467,Fiber optic,No,Yes,0,Yes
71,One year,Yes,Credit card (automatic),79.05,5552.5,Fiber optic,No,No,0,No
31,One year,Yes,Electronic check,90.7,2835.5,Fiber optic,No,No,1,No
38,One year,No,Credit card (automatic),95,3591.25,Fiber optic,No,Yes,1,No
1,Month-to-month,Yes,Electronic check,88.35,88.35,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Mailed check,30.25,63.75,DSL,No,No,0,No
12,Month-to-month,Yes,Bank transfer (automatic),49.85,617.15,DSL,No,No,0,No
9,Month-to-month,No,Bank transfer (automatic),93,870.25,Fiber optic,Yes,Yes,0,No
11,Month-to-month,Yes,Electronic check,54.55,601.25,DSL,Yes,No,1,No
6,Month-to-month,No,Mailed check,19.7,111.65,No,No internet service,No internet service,0,No
71,One year,Yes,Bank transfer (automatic),84.8,6046.1,DSL,Yes,Yes,0,No
42,One year,Yes,Credit card (automatic),94.45,3923.8,Fiber optic,No,Yes,0,No
8,Month-to-month,Yes,Electronic check,94.2,777.3,Fiber optic,No,No,0,Yes
5,Month-to-month,Yes,Electronic check,96.25,512.45,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,70.7,141.45,Fiber optic,No,No,0,Yes
45,Two year,No,Mailed check,20.85,892.15,No,No internet service,No internet service,0,No
28,One year,Yes,Credit card (automatic),60,1682.05,DSL,Yes,No,0,No
43,Month-to-month,No,Electronic check,80.45,3398.9,Fiber optic,No,No,0,No
60,Two year,Yes,Electronic check,84.95,4984.85,DSL,Yes,Yes,0,No
42,One year,No,Mailed check,33.55,1445.3,DSL,Yes,No,0,Yes
7,Two year,No,Credit card (automatic),49.65,305.55,DSL,Yes,Yes,0,No
25,One year,Yes,Bank transfer (automatic),20.2,507.9,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Credit card (automatic),94.55,3640.45,Fiber optic,No,No,1,Yes
27,One year,Yes,Bank transfer (automatic),100.5,2673.45,Fiber optic,No,No,0,No
10,Month-to-month,No,Electronic check,35.75,389.8,DSL,Yes,No,0,No
27,Month-to-month,Yes,Bank transfer (automatic),86.45,2401.05,Fiber optic,No,No,1,No
11,One year,No,Bank transfer (automatic),53.8,651.55,DSL,Yes,No,0,No
4,Month-to-month,No,Credit card (automatic),38.55,156.1,DSL,No,Yes,0,No
68,Month-to-month,Yes,Bank transfer (automatic),39.9,2796.35,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,70.05,70.05,Fiber optic,No,No,1,No
18,One year,No,Mailed check,20.1,407.05,No,No internet service,No internet service,0,No
57,Two year,Yes,Bank transfer (automatic),112.95,6465,Fiber optic,No,Yes,0,Yes
26,Month-to-month,Yes,Electronic check,20.3,511.25,No,No internet service,No internet service,0,No
17,Month-to-month,Yes,Credit card (automatic),35.65,646.05,DSL,No,No,0,No
1,Month-to-month,No,Electronic check,35.9,35.9,DSL,No,No,0,Yes
38,Month-to-month,Yes,Bank transfer (automatic),99.25,3777.15,Fiber optic,No,No,0,Yes
59,One year,Yes,Credit card (automatic),82.95,4903.15,Fiber optic,No,Yes,1,No
30,Two year,Yes,Mailed check,55.65,1653.85,DSL,No,Yes,0,No
2,Month-to-month,Yes,Mailed check,24.45,47.5,DSL,No,No,1,Yes
50,One year,No,Electronic check,25.2,1306.3,No,No internet service,No internet service,1,No
9,One year,No,Mailed check,50.8,463.6,DSL,Yes,Yes,0,No
3,Month-to-month,No,Mailed check,19.65,60.65,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Credit card (automatic),59.8,824.85,DSL,No,No,0,No
31,Month-to-month,Yes,Credit card (automatic),73.55,2094.65,Fiber optic,No,Yes,1,No
7,Month-to-month,No,Electronic check,61.4,438.9,DSL,No,Yes,0,No
8,Month-to-month,Yes,Bank transfer (automatic),103.35,847.3,Fiber optic,Yes,Yes,0,Yes
17,One year,No,Bank transfer (automatic),19.9,329.75,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Credit card (automatic),19.45,674.55,No,No internet service,No internet service,0,No
2,Month-to-month,No,Mailed check,81.5,162.55,Fiber optic,No,No,1,No
7,Month-to-month,Yes,Electronic check,84.8,546.95,Fiber optic,No,No,1,Yes
72,Two year,No,Credit card (automatic),109.55,7887.25,Fiber optic,No,Yes,0,No
31,Month-to-month,Yes,Electronic check,99.95,3186.65,Fiber optic,No,No,1,Yes
27,Month-to-month,No,Mailed check,74.4,1972.35,Fiber optic,No,Yes,0,No
18,Month-to-month,Yes,Credit card (automatic),90,1527.35,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Electronic check,74.9,490.55,Fiber optic,No,No,0,No
14,Month-to-month,Yes,Electronic check,104.85,1531.4,Fiber optic,No,No,1,Yes
11,Month-to-month,Yes,Bank transfer (automatic),59.65,683.25,DSL,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),110.45,8058.85,Fiber optic,Yes,Yes,0,No
28,One year,No,Electronic check,106.1,2847.4,Fiber optic,No,Yes,0,Yes
15,Month-to-month,Yes,Credit card (automatic),74.2,1133.9,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Electronic check,74.45,294.45,Fiber optic,No,No,1,No
71,Two year,No,Electronic check,24.55,1719.15,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,89.35,461.7,Fiber optic,Yes,No,0,Yes
47,Two year,No,Mailed check,24.55,1160.45,No,No internet service,No internet service,0,No
57,One year,Yes,Electronic check,90.65,5199.8,Fiber optic,No,No,1,No
50,Two year,Yes,Credit card (automatic),105.05,5163.3,Fiber optic,No,Yes,1,No
8,Month-to-month,Yes,Credit card (automatic),20.45,162.3,No,No internet service,No internet service,0,No
48,Two year,No,Mailed check,19.55,883.35,No,No internet service,No internet service,0,No
70,One year,No,Bank transfer (automatic),19.7,1341.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Bank transfer (automatic),70.45,70.45,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Bank transfer (automatic),85.65,659.45,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,77.15,77.15,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Bank transfer (automatic),35.25,35.25,DSL,No,No,0,Yes
60,Two year,No,Mailed check,20.55,1205.05,No,No internet service,No internet service,0,No
49,One year,Yes,Electronic check,97.95,4917.9,Fiber optic,Yes,No,0,No
4,Month-to-month,Yes,Electronic check,48.55,201,DSL,No,No,0,Yes
29,One year,No,Mailed check,20,599.3,No,No internet service,No internet service,0,No
67,Two year,Yes,Credit card (automatic),25.25,1733.15,No,No internet service,No internet service,0,No
53,Month-to-month,Yes,Credit card (automatic),98.4,5149.5,Fiber optic,No,No,0,Yes
67,Two year,No,Credit card (automatic),70.9,4677.1,DSL,Yes,Yes,0,No
6,Month-to-month,No,Mailed check,19.85,119.3,No,No internet service,No internet service,0,No
47,Month-to-month,Yes,Electronic check,106.35,4849.1,Fiber optic,No,No,0,No
53,Two year,No,Mailed check,99.5,5424.25,Fiber optic,Yes,Yes,0,No
69,Two year,Yes,Mailed check,84.7,5878.9,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Mailed check,86.05,244.85,Fiber optic,No,Yes,0,No
4,Month-to-month,No,Mailed check,44.55,220.75,DSL,No,No,0,No
56,Two year,Yes,Credit card (automatic),75.85,4261.2,DSL,Yes,Yes,0,No
59,Month-to-month,Yes,Bank transfer (automatic),93.85,5574.75,Fiber optic,No,No,1,Yes
61,Two year,No,Bank transfer (automatic),25,1501.75,No,No internet service,No internet service,1,No
2,Month-to-month,Yes,Electronic check,45,89.75,DSL,No,No,0,No
46,Month-to-month,Yes,Electronic check,100.7,4541.2,Fiber optic,No,Yes,1,Yes
12,Month-to-month,No,Mailed check,20.5,255.5,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Electronic check,80.45,1072,Fiber optic,No,No,0,Yes
28,One year,Yes,Electronic check,90.45,2509.25,Fiber optic,Yes,No,0,No
24,Month-to-month,No,Bank transfer (automatic),60.45,1440.75,DSL,Yes,Yes,0,No
31,Month-to-month,Yes,Electronic check,55.25,1715.65,DSL,Yes,No,0,Yes
68,One year,Yes,Electronic check,78.45,5333.35,DSL,Yes,Yes,0,No
39,Two year,No,Mailed check,100.55,3895.35,Fiber optic,Yes,No,0,No
42,Month-to-month,No,Credit card (automatic),20.35,869.9,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,54.45,706.85,DSL,Yes,Yes,0,Yes
6,Month-to-month,Yes,Electronic check,90.75,512.25,Fiber optic,No,No,0,No
35,Month-to-month,No,Credit card (automatic),75.35,2636.05,Fiber optic,No,No,0,Yes
38,One year,Yes,Credit card (automatic),20.25,814.75,No,No internet service,No internet service,0,No
18,Two year,No,Credit card (automatic),20.05,388.6,No,No internet service,No internet service,0,No
4,Month-to-month,No,Mailed check,19.6,93.45,No,No internet service,No internet service,0,No
27,Month-to-month,Yes,Electronic check,53.8,1389.85,DSL,Yes,No,0,No
41,One year,No,Mailed check,70.2,2894.55,DSL,No,Yes,0,No
50,One year,No,Electronic check,75.5,4025.6,DSL,Yes,Yes,0,No
72,Two year,No,Electronic check,20.35,1354.4,No,No internet service,No internet service,0,No
70,One year,No,Credit card (automatic),26.05,1856.4,No,No internet service,No internet service,0,No
44,One year,No,Bank transfer (automatic),20.6,926,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,75.7,189.2,Fiber optic,No,Yes,0,Yes
34,One year,Yes,Bank transfer (automatic),20.1,682.1,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),24.3,1778.7,No,No internet service,No internet service,1,No
71,Two year,Yes,Electronic check,24.5,1816.2,No,No internet service,No internet service,0,No
64,Two year,Yes,Credit card (automatic),110.5,7069.25,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),25.25,1841.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,74.25,74.25,Fiber optic,No,No,0,Yes
29,One year,No,Bank transfer (automatic),90.1,2656.7,Fiber optic,No,Yes,1,No
23,One year,Yes,Bank transfer (automatic),68.75,1689.45,DSL,Yes,Yes,0,No
52,Two year,No,Mailed check,19.2,1054.75,No,No internet service,No internet service,0,No
25,Month-to-month,Yes,Electronic check,89.7,2187.55,Fiber optic,No,No,1,Yes
64,Two year,Yes,Bank transfer (automatic),115.1,7334.05,Fiber optic,Yes,Yes,0,No
16,Month-to-month,Yes,Electronic check,96.4,1581.2,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Bank transfer (automatic),69.5,69.5,Fiber optic,No,No,1,Yes
24,Month-to-month,Yes,Bank transfer (automatic),99.65,2404.85,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,91.45,171.45,Fiber optic,No,No,0,No
34,Two year,No,Mailed check,84.75,2839.45,DSL,Yes,Yes,0,No
36,Month-to-month,Yes,Credit card (automatic),85.25,3132.75,Fiber optic,No,No,1,Yes
53,One year,Yes,Mailed check,78.75,3942.45,DSL,Yes,No,0,No
47,Two year,No,Credit card (automatic),20.25,873.4,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),19.9,1529.65,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),97.75,6991.6,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,19.4,19.4,No,No internet service,No internet service,0,Yes
9,Month-to-month,Yes,Electronic check,83.3,803.3,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Bank transfer (automatic),80.1,679.3,Fiber optic,No,No,0,Yes
45,One year,No,Credit card (automatic),62.7,2791.5,DSL,No,Yes,1,Yes
7,Month-to-month,Yes,Electronic check,100.4,715,Fiber optic,Yes,No,0,No
71,Two year,Yes,Credit card (automatic),24.45,1681.6,No,No internet service,No internet service,0,No
41,One year,Yes,Bank transfer (automatic),101.1,4016.2,Fiber optic,Yes,No,1,No
67,Two year,No,Credit card (automatic),50.9,3281.65,DSL,No,Yes,0,No
69,One year,Yes,Credit card (automatic),107.2,7317.1,Fiber optic,Yes,Yes,0,No
70,Two year,Yes,Bank transfer (automatic),92.2,6474.45,DSL,Yes,Yes,1,No
25,One year,No,Bank transfer (automatic),25.3,676.35,No,No internet service,No internet service,0,Yes
72,Two year,No,Bank transfer (automatic),113.4,8164.1,Fiber optic,Yes,Yes,0,No
34,Two year,Yes,Electronic check,40.55,1325.85,DSL,Yes,No,0,No
65,Two year,No,Credit card (automatic),26,1654.85,No,No internet service,No internet service,0,No
70,Two year,Yes,Credit card (automatic),111.95,7795.95,Fiber optic,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),53.8,3952.45,DSL,No,Yes,0,No
35,One year,Yes,Mailed check,72.1,2495.15,DSL,Yes,No,0,No
13,Month-to-month,No,Mailed check,98.15,1230.25,Fiber optic,No,Yes,0,Yes
12,One year,No,Electronic check,78.85,876.75,DSL,No,Yes,0,No
62,One year,Yes,Bank transfer (automatic),70.75,4263.45,DSL,Yes,Yes,0,No
25,Month-to-month,Yes,Credit card (automatic),76.15,1992.95,DSL,Yes,Yes,0,No
52,Two year,No,Mailed check,39.1,1982.1,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Credit card (automatic),69.95,562.7,Fiber optic,No,No,1,No
2,Month-to-month,No,Mailed check,20.05,33.7,No,No internet service,No internet service,0,No
56,Two year,No,Mailed check,20.05,1090.1,No,No internet service,No internet service,0,No
12,Month-to-month,No,Bank transfer (automatic),19.45,227.45,No,No internet service,No internet service,0,No
47,One year,No,Electronic check,26.9,1250.85,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,19.2,37.2,No,No internet service,No internet service,1,No
18,Month-to-month,Yes,Mailed check,50,892.7,DSL,No,No,0,No
8,Month-to-month,Yes,Electronic check,60,487.75,DSL,No,Yes,0,No
45,Month-to-month,Yes,Mailed check,84.55,3713.95,Fiber optic,No,Yes,0,No
3,Month-to-month,No,Mailed check,45.45,141.7,DSL,No,No,0,No
38,One year,No,Mailed check,20.05,678.2,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,115.55,8425.3,Fiber optic,Yes,Yes,0,No
46,Month-to-month,Yes,Electronic check,93.7,4154.8,Fiber optic,No,Yes,0,Yes
71,Two year,Yes,Credit card (automatic),99,7061.65,Fiber optic,No,Yes,0,No
66,Two year,No,Bank transfer (automatic),50.55,3364.55,DSL,Yes,No,0,No
25,Month-to-month,No,Mailed check,105.95,2655.25,Fiber optic,No,No,1,Yes
18,One year,Yes,Credit card (automatic),82,1425.45,DSL,Yes,No,0,Yes
13,Two year,Yes,Bank transfer (automatic),25,332.5,No,No internet service,No internet service,0,No
65,Two year,No,Bank transfer (automatic),91.55,5963.95,DSL,Yes,Yes,0,No
60,Month-to-month,Yes,Electronic check,95.75,5742.9,Fiber optic,No,No,0,Yes
15,Two year,No,Mailed check,19.35,278.85,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),24.85,1871.85,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Credit card (automatic),94.05,2866.45,Fiber optic,No,No,0,Yes
42,Two year,Yes,Electronic check,100.4,4303.65,Fiber optic,Yes,No,0,No
71,Two year,No,Bank transfer (automatic),25,1753,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,54.75,54.75,DSL,No,No,0,Yes
39,Month-to-month,Yes,Bank transfer (automatic),95.65,3759.05,Fiber optic,No,No,1,Yes
35,Month-to-month,No,Bank transfer (automatic),19.25,617.65,No,No internet service,No internet service,0,No
53,Month-to-month,Yes,Bank transfer (automatic),108.25,5935.1,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,94.6,94.6,Fiber optic,No,No,0,Yes
31,Month-to-month,Yes,Electronic check,98.9,2911.3,Fiber optic,Yes,No,1,Yes
48,Two year,No,Credit card (automatic),20.15,982.95,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Electronic check,101.3,2974.5,Fiber optic,Yes,No,1,No
10,Month-to-month,No,Credit card (automatic),20,198.7,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,105.3,1275.65,Fiber optic,No,No,0,No
57,Two year,No,Bank transfer (automatic),69.85,4003,DSL,Yes,Yes,1,No
58,Month-to-month,Yes,Credit card (automatic),65.25,3791.6,DSL,No,Yes,0,No
37,Two year,No,Mailed check,19.8,813.3,No,No internet service,No internet service,0,No
44,Month-to-month,No,Mailed check,19.6,780.25,No,No internet service,No internet service,0,No
27,One year,No,Credit card (automatic),20.05,552.9,No,No internet service,No internet service,0,No
8,Month-to-month,No,Electronic check,49.4,408.25,DSL,Yes,No,0,No
3,Month-to-month,Yes,Electronic check,76.05,231.8,Fiber optic,No,No,1,Yes
25,Month-to-month,No,Bank transfer (automatic),88.4,2191.15,Fiber optic,No,No,1,No
57,Month-to-month,Yes,Electronic check,100.6,5611.7,Fiber optic,No,No,0,No
12,Month-to-month,No,Mailed check,19.45,246.25,No,No internet service,No internet service,0,No
62,Two year,No,Bank transfer (automatic),20.3,1296.15,No,No internet service,No internet service,0,No
65,Two year,Yes,Bank transfer (automatic),107.65,7082.85,Fiber optic,Yes,No,0,No
71,Two year,Yes,Bank transfer (automatic),80.45,5662.25,DSL,Yes,No,0,No
21,One year,Yes,Credit card (automatic),58.85,1215.45,DSL,No,No,0,No
71,One year,Yes,Electronic check,109.6,7854.15,Fiber optic,No,Yes,0,No
7,Month-to-month,Yes,Electronic check,75.15,525,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),73,5265.2,DSL,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,70.1,70.1,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),98.65,7129.45,Fiber optic,Yes,No,0,No
64,One year,Yes,Electronic check,111.45,7266.95,Fiber optic,Yes,No,0,No
72,Two year,Yes,Electronic check,114.9,8496.7,Fiber optic,Yes,Yes,0,No
29,Month-to-month,No,Bank transfer (automatic),100.55,2878.75,Fiber optic,No,No,0,No
13,Two year,Yes,Mailed check,20.4,261.3,No,No internet service,No internet service,0,No
31,Month-to-month,No,Electronic check,104.35,3205.6,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.75,69.75,Fiber optic,No,No,1,Yes
7,Month-to-month,Yes,Electronic check,34.5,279.25,DSL,Yes,Yes,0,Yes
61,Month-to-month,Yes,Electronic check,105.55,6281.45,Fiber optic,No,No,0,Yes
39,Month-to-month,No,Credit card (automatic),30.1,1131.3,DSL,No,No,0,Yes
10,Month-to-month,Yes,Electronic check,70.3,738.2,Fiber optic,No,No,0,Yes
14,Month-to-month,No,Credit card (automatic),80.45,1137.05,DSL,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,80.2,80.2,Fiber optic,No,No,0,Yes
67,One year,Yes,Credit card (automatic),94.35,6341.45,Fiber optic,Yes,Yes,0,Yes
72,Two year,Yes,Bank transfer (automatic),91.35,6697.2,DSL,Yes,Yes,0,No
6,Month-to-month,Yes,Bank transfer (automatic),44.6,260.8,DSL,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,19.6,19.6,No,No internet service,No internet service,0,Yes
25,One year,No,Electronic check,19.9,505.45,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Electronic check,110.45,3655.45,Fiber optic,Yes,No,1,Yes
18,Month-to-month,Yes,Electronic check,68.35,1299.8,DSL,Yes,Yes,0,No
71,Two year,Yes,Credit card (automatic),79.1,5564.85,DSL,Yes,No,0,No
28,One year,Yes,Electronic check,51,1381.8,DSL,No,No,1,No
2,Month-to-month,No,Credit card (automatic),80.55,188.1,Fiber optic,No,Yes,0,No
17,Month-to-month,Yes,Mailed check,66.7,1077.05,DSL,Yes,No,0,No
56,Month-to-month,Yes,Electronic check,86.4,4922.4,Fiber optic,No,Yes,0,No
60,One year,No,Electronic check,50.05,2911.5,DSL,No,Yes,0,No
33,Two year,No,Credit card (automatic),25.7,826.1,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,83.4,83.4,Fiber optic,Yes,Yes,0,No
2,Month-to-month,No,Credit card (automatic),70.7,140.7,Fiber optic,No,No,0,Yes
63,Two year,Yes,Credit card (automatic),84.65,5377.8,Fiber optic,Yes,Yes,0,No
7,Month-to-month,Yes,Electronic check,99.25,665.45,Fiber optic,No,No,1,Yes
55,Two year,Yes,Mailed check,64.75,3617.1,DSL,No,No,0,No
65,One year,Yes,Bank transfer (automatic),100.15,6643.5,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,84.8,84.8,Fiber optic,Yes,No,0,Yes
63,Two year,No,Mailed check,25.25,1559.3,No,No internet service,No internet service,0,No
70,Two year,Yes,Credit card (automatic),113,7987.6,Fiber optic,Yes,Yes,1,No
36,Two year,No,Credit card (automatic),40.65,1547.35,DSL,Yes,Yes,0,No
52,One year,Yes,Bank transfer (automatic),105,5426.85,Fiber optic,Yes,No,0,Yes
22,Month-to-month,Yes,Electronic check,54.45,1127.35,DSL,No,Yes,0,Yes
22,Month-to-month,Yes,Bank transfer (automatic),94.95,2142.8,Fiber optic,Yes,No,0,No
5,Month-to-month,No,Credit card (automatic),59.9,287.85,DSL,Yes,Yes,1,No
47,Month-to-month,Yes,Electronic check,85.3,4045.65,Fiber optic,No,No,0,Yes
33,Month-to-month,Yes,Electronic check,83.35,2757.85,Fiber optic,No,No,0,Yes
18,Month-to-month,Yes,Credit card (automatic),33.5,600,DSL,No,No,0,Yes
1,Month-to-month,No,Credit card (automatic),19.8,19.8,No,No internet service,No internet service,0,No
56,Two year,Yes,Credit card (automatic),81.8,4534.45,DSL,Yes,No,0,No
2,Month-to-month,Yes,Mailed check,20,40.9,No,No internet service,No internet service,0,No
35,Month-to-month,Yes,Electronic check,59.6,2094.9,DSL,No,Yes,0,No
64,Two year,No,Credit card (automatic),25,1584.8,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Credit card (automatic),84.35,1302.65,Fiber optic,No,Yes,0,No
24,Month-to-month,Yes,Electronic check,90.35,2238.5,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,55.55,55.55,DSL,No,No,0,No
70,Two year,No,Credit card (automatic),75.35,5437.75,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,90.75,90.75,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Mailed check,89.6,365.65,Fiber optic,No,No,0,Yes
39,One year,No,Electronic check,59.3,2209.15,DSL,Yes,No,0,No
29,Month-to-month,Yes,Electronic check,66.1,1912.15,DSL,No,Yes,0,No
14,Two year,No,Mailed check,18.8,255.55,No,No internet service,No internet service,0,No
61,Two year,No,Credit card (automatic),86.45,5175.3,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Credit card (automatic),52.1,670.65,DSL,No,Yes,0,No
66,Two year,Yes,Mailed check,47.4,3177.25,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,49.25,90.35,DSL,No,No,0,Yes
59,One year,Yes,Credit card (automatic),109.15,6557.75,Fiber optic,No,Yes,0,No
62,One year,Yes,Credit card (automatic),94.95,5791.85,Fiber optic,No,Yes,0,No
33,One year,Yes,Electronic check,93.55,3055.5,Fiber optic,Yes,Yes,1,No
66,Two year,Yes,Credit card (automatic),79.5,5196.1,DSL,Yes,No,0,No
72,Two year,No,Credit card (automatic),115.05,8405,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,19.75,19.75,No,No internet service,No internet service,0,Yes
19,Month-to-month,Yes,Electronic check,95.15,1789.25,Fiber optic,No,Yes,0,Yes
51,One year,Yes,Mailed check,95.15,5000.05,Fiber optic,Yes,Yes,0,No
63,Month-to-month,No,Electronic check,105.4,6713.2,Fiber optic,Yes,No,0,No
27,One year,No,Bank transfer (automatic),20.1,562.6,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Bank transfer (automatic),101.35,2317.1,Fiber optic,No,Yes,0,Yes
4,Month-to-month,No,Mailed check,20.05,91.45,No,No internet service,No internet service,1,No
42,Two year,No,Mailed check,20.7,828.85,No,No internet service,No internet service,0,No
29,One year,No,Mailed check,20.35,617.35,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Credit card (automatic),70.05,266.9,Fiber optic,No,No,0,Yes
30,One year,No,Mailed check,19.7,625.05,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,74.65,301.4,Fiber optic,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),85.45,6029.9,DSL,Yes,Yes,0,No
46,Two year,No,Credit card (automatic),40.4,1842.7,DSL,Yes,Yes,0,No
4,Month-to-month,No,Mailed check,50.4,206.6,DSL,No,No,0,Yes
7,Month-to-month,Yes,Mailed check,79.65,604.7,Fiber optic,No,Yes,0,Yes
69,One year,Yes,Bank transfer (automatic),105.2,7386.05,Fiber optic,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),100.65,7334.05,Fiber optic,No,Yes,0,No
19,Month-to-month,Yes,Electronic check,79.85,1471.75,Fiber optic,No,No,1,Yes
28,Month-to-month,No,Electronic check,91,2626.15,Fiber optic,Yes,No,0,No
5,Month-to-month,Yes,Electronic check,78.75,412.1,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),116.75,8277.05,Fiber optic,Yes,Yes,1,No
8,Month-to-month,Yes,Credit card (automatic),80.45,583.45,Fiber optic,No,No,1,Yes
7,One year,Yes,Electronic check,59.1,369.25,DSL,No,Yes,0,No
22,Month-to-month,Yes,Electronic check,49.8,1049.05,DSL,No,Yes,0,No
72,Two year,No,Bank transfer (automatic),19.3,1414.8,No,No internet service,No internet service,0,No
8,Month-to-month,No,Credit card (automatic),19.65,169.75,No,No internet service,No internet service,0,No
52,One year,Yes,Credit card (automatic),81.4,4354.45,DSL,Yes,Yes,0,No
68,Two year,No,Mailed check,38.9,2719.2,DSL,Yes,Yes,0,No
71,Two year,No,Bank transfer (automatic),87.95,6365.35,DSL,Yes,Yes,0,No
2,Month-to-month,No,Mailed check,19.85,51.6,No,No internet service,No internet service,0,No
34,Month-to-month,Yes,Electronic check,96.35,3190.25,Fiber optic,Yes,No,1,No
35,Month-to-month,No,Electronic check,24.15,812.5,DSL,No,No,0,No
61,One year,No,Credit card (automatic),19.1,1143.8,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,44,44,DSL,No,No,0,No
1,Month-to-month,Yes,Mailed check,50.1,50.1,DSL,No,No,0,Yes
53,One year,No,Credit card (automatic),60.6,3297,DSL,No,No,0,No
72,Two year,No,Bank transfer (automatic),25.65,1887,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,76.4,151.8,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,98.7,293.65,Fiber optic,Yes,No,0,Yes
13,Month-to-month,Yes,Electronic check,100.8,1308.1,Fiber optic,No,Yes,1,Yes
41,Month-to-month,Yes,Electronic check,53.95,2215.4,DSL,No,No,1,No
24,One year,No,Credit card (automatic),20.4,482.8,No,No internet service,No internet service,0,No
28,One year,Yes,Bank transfer (automatic),90.1,2598.95,Fiber optic,No,No,0,Yes
8,Month-to-month,No,Mailed check,29.35,216.45,DSL,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,20.45,20.45,No,No internet service,No internet service,0,No
54,Two year,Yes,Bank transfer (automatic),95.1,5064.85,Fiber optic,Yes,No,0,No
41,Month-to-month,Yes,Bank transfer (automatic),25.25,996.45,No,No internet service,No internet service,0,No
19,Month-to-month,No,Mailed check,44.9,839.65,DSL,No,No,0,No
72,Two year,No,Bank transfer (automatic),92.65,6733,DSL,Yes,Yes,0,No
62,Two year,Yes,Bank transfer (automatic),43.7,2618.3,DSL,Yes,Yes,0,No
56,Two year,Yes,Credit card (automatic),72.6,4084.35,DSL,Yes,Yes,1,No
15,Month-to-month,No,Electronic check,51.55,765.5,DSL,No,No,0,Yes
10,Month-to-month,Yes,Electronic check,79.25,793.55,Fiber optic,No,No,1,Yes
32,Two year,No,Mailed check,18.95,613.95,No,No internet service,No internet service,0,No
21,Month-to-month,No,Credit card (automatic),20.5,402.85,No,No internet service,No internet service,0,No
62,One year,No,Bank transfer (automatic),19.95,1244.8,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,24.5,46.4,DSL,No,No,0,No
27,Two year,No,Mailed check,20.6,581.85,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Bank transfer (automatic),94.85,462.8,Fiber optic,No,No,0,Yes
25,One year,No,Electronic check,61.05,1540.2,DSL,No,Yes,0,No
2,Month-to-month,Yes,Electronic check,85.7,169.8,Fiber optic,No,No,0,Yes
49,One year,Yes,Bank transfer (automatic),106.65,5168.1,Fiber optic,Yes,No,0,No
63,Month-to-month,No,Credit card (automatic),108.25,6780.1,Fiber optic,No,Yes,0,No
4,Month-to-month,No,Credit card (automatic),20.4,94.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,55.3,55.3,DSL,No,No,0,No
11,Month-to-month,No,Mailed check,20.25,208,No,No internet service,No internet service,0,No
52,Month-to-month,Yes,Bank transfer (automatic),72.95,3829.75,Fiber optic,No,No,1,No
60,Month-to-month,No,Electronic check,89.45,5294.6,Fiber optic,No,No,1,No
64,One year,Yes,Credit card (automatic),104.65,6889.8,Fiber optic,Yes,No,0,No
43,Two year,No,Bank transfer (automatic),75.2,3254.35,DSL,No,Yes,0,No
61,One year,No,Bank transfer (automatic),101.15,6383.9,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,44.4,44.4,DSL,No,No,0,Yes
5,Month-to-month,Yes,Electronic check,89.5,477.7,Fiber optic,No,No,1,Yes
66,Two year,No,Bank transfer (automatic),68.75,4447.55,DSL,Yes,Yes,0,No
67,Two year,Yes,Electronic check,111.05,7321.05,Fiber optic,Yes,Yes,0,No
42,Two year,Yes,Credit card (automatic),99,4135,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,86.05,86.05,Fiber optic,No,No,1,Yes
31,Two year,No,Mailed check,21,697.7,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Mailed check,19.4,168.65,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,44.55,174.3,DSL,No,No,0,Yes
34,One year,No,Bank transfer (automatic),77.2,2753.8,DSL,No,No,0,No
3,One year,Yes,Mailed check,19.45,69.25,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Mailed check,24.85,434.8,DSL,No,No,0,No
31,Month-to-month,No,Bank transfer (automatic),35.4,1077.5,DSL,Yes,Yes,0,Yes
1,Month-to-month,No,Mailed check,95.65,95.65,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Mailed check,41.35,107.25,DSL,Yes,Yes,0,No
46,Month-to-month,No,Electronic check,19.6,851.2,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.95,20.95,No,No internet service,No internet service,0,Yes
69,One year,No,Bank transfer (automatic),84.45,5848.6,Fiber optic,No,Yes,0,No
5,Month-to-month,No,Mailed check,20.25,109.8,No,No internet service,No internet service,0,No
1,Month-to-month,No,Bank transfer (automatic),19.65,19.65,No,No internet service,No internet service,0,No
26,One year,Yes,Credit card (automatic),20.65,595.5,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,34.7,329.8,DSL,No,No,1,Yes
25,Two year,No,Bank transfer (automatic),99.3,2513.5,Fiber optic,Yes,No,0,No
64,Month-to-month,No,Electronic check,81.05,5135.35,Fiber optic,No,Yes,0,No
30,Month-to-month,No,Electronic check,67.6,2000.2,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Electronic check,70.15,931.75,Fiber optic,No,No,0,No
64,One year,Yes,Electronic check,115,7396.15,Fiber optic,Yes,Yes,0,No
46,Month-to-month,Yes,Bank transfer (automatic),84.8,3958.85,Fiber optic,Yes,No,0,No
12,One year,No,Mailed check,19.7,260.9,No,No internet service,No internet service,0,No
15,Month-to-month,No,Bank transfer (automatic),19.75,297.3,No,No internet service,No internet service,0,Yes
17,Month-to-month,Yes,Electronic check,92.55,1515.1,Fiber optic,No,No,0,Yes
13,Month-to-month,Yes,Mailed check,63.15,816.8,DSL,No,Yes,0,No
67,Two year,No,Credit card (automatic),74,4868.4,DSL,Yes,Yes,0,No
24,Month-to-month,No,Electronic check,29.1,688,DSL,No,No,0,No
6,Month-to-month,No,Mailed check,50.05,288.35,DSL,Yes,No,0,No
53,One year,Yes,Electronic check,60.05,3229.65,DSL,Yes,Yes,1,Yes
16,Month-to-month,Yes,Credit card (automatic),74.3,1178.25,Fiber optic,No,No,1,Yes
10,Month-to-month,No,Electronic check,20,185.4,No,No internet service,No internet service,0,No
13,One year,Yes,Mailed check,74.65,966.25,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Electronic check,85.35,758.6,Fiber optic,No,No,0,Yes
25,One year,No,Mailed check,74.3,1863.8,DSL,Yes,Yes,0,Yes
7,Month-to-month,Yes,Electronic check,44.4,265.8,DSL,Yes,No,1,No
38,Two year,Yes,Bank transfer (automatic),85.4,3297,DSL,Yes,Yes,0,No
43,Month-to-month,Yes,Electronic check,94.1,4107.3,Fiber optic,No,Yes,0,No
4,Month-to-month,Yes,Bank transfer (automatic),98.1,396.3,Fiber optic,Yes,No,0,Yes
25,Two year,No,Electronic check,108.9,2809.05,Fiber optic,Yes,No,0,No
27,One year,No,Mailed check,56.2,1567.55,DSL,No,Yes,0,No
72,Two year,No,Mailed check,26.1,1851.45,No,No internet service,No internet service,0,No
71,One year,Yes,Credit card (automatic),85.45,6028.95,Fiber optic,No,Yes,0,No
24,Month-to-month,Yes,Credit card (automatic),88.95,2072.75,Fiber optic,No,No,0,No
50,Two year,Yes,Electronic check,109.65,5551.15,Fiber optic,Yes,Yes,0,Yes
57,Two year,Yes,Bank transfer (automatic),74.35,4317.35,DSL,No,Yes,0,No
15,Month-to-month,No,Electronic check,48.85,736.8,DSL,No,No,0,No
4,Month-to-month,Yes,Electronic check,80.1,336.15,Fiber optic,No,Yes,0,No
28,Month-to-month,No,Electronic check,56.05,1522.65,DSL,No,Yes,0,No
9,Month-to-month,Yes,Electronic check,74.55,622.9,Fiber optic,No,No,1,Yes
55,Month-to-month,Yes,Bank transfer (automatic),89.8,4959.6,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,100.95,329.95,Fiber optic,No,No,0,Yes
10,Month-to-month,Yes,Electronic check,94.9,1048.85,Fiber optic,No,No,0,Yes
55,One year,No,Bank transfer (automatic),19.1,1001.5,No,No internet service,No internet service,0,No
20,Month-to-month,No,Mailed check,20.35,442.6,No,No internet service,No internet service,0,No
62,One year,Yes,Credit card (automatic),106.05,6703.5,Fiber optic,Yes,No,0,No
32,Month-to-month,Yes,Electronic check,104.9,3351.55,Fiber optic,Yes,No,1,Yes
43,Two year,Yes,Bank transfer (automatic),19.65,779.25,No,No internet service,No internet service,0,No
9,One year,No,Bank transfer (automatic),24.1,259.8,DSL,No,No,0,Yes
60,Two year,No,Bank transfer (automatic),59.85,3483.45,DSL,Yes,Yes,0,No
58,Two year,Yes,Electronic check,86.1,4890.5,DSL,No,Yes,0,No
7,One year,No,Mailed check,19.45,136.75,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,97.1,184.15,Fiber optic,No,Yes,0,No
37,Month-to-month,No,Electronic check,36.65,1315,DSL,No,No,1,No
65,One year,Yes,Bank transfer (automatic),103.9,6767.1,Fiber optic,Yes,No,1,No
39,Two year,No,Mailed check,19.75,757.95,No,No internet service,No internet service,0,No
66,One year,Yes,Electronic check,104.05,6890,Fiber optic,Yes,No,0,Yes
68,Two year,No,Mailed check,24.55,1657.4,No,No internet service,No internet service,0,No
62,Two year,No,Bank transfer (automatic),48.7,3008.55,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Mailed check,88.35,262.05,Fiber optic,Yes,No,0,Yes
72,Two year,Yes,Electronic check,109.55,8165.1,Fiber optic,No,Yes,0,No
41,Two year,No,Credit card (automatic),20.65,875.55,No,No internet service,No internet service,0,No
29,Month-to-month,No,Credit card (automatic),94.65,2649.15,Fiber optic,No,Yes,0,Yes
4,Month-to-month,No,Electronic check,55.2,220.65,DSL,No,Yes,0,No
53,One year,No,Bank transfer (automatic),24.05,1301.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,74.4,74.4,Fiber optic,No,No,1,Yes
41,Month-to-month,No,Credit card (automatic),79.9,3326.2,DSL,Yes,Yes,0,Yes
39,Two year,Yes,Bank transfer (automatic),20.45,790,No,No internet service,No internet service,0,No
63,Two year,No,Mailed check,19.25,1237.65,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Electronic check,26.35,378.6,No,No internet service,No internet service,0,No
13,One year,No,Electronic check,43.8,592.65,DSL,No,No,0,No
1,Month-to-month,Yes,Mailed check,50.15,50.15,DSL,No,No,0,No
1,Two year,No,Mailed check,20.45,20.45,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,69.7,560.85,Fiber optic,No,No,1,Yes
60,Two year,No,Electronic check,61.4,3638.25,DSL,No,Yes,0,No
12,Month-to-month,Yes,Electronic check,98.1,1060.2,Fiber optic,No,No,1,Yes
40,One year,No,Credit card (automatic),70.75,2921.75,DSL,Yes,No,0,No
66,Two year,Yes,Bank transfer (automatic),61.15,4017.45,DSL,No,Yes,0,No
42,One year,No,Mailed check,20.25,854.9,No,No internet service,No internet service,0,No
66,One year,Yes,Credit card (automatic),63.85,4174.35,DSL,Yes,Yes,1,No
49,Month-to-month,No,Electronic check,98.7,4920.55,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,20.5,20.5,No,No internet service,No internet service,0,Yes
41,Two year,No,Mailed check,20,810.3,No,No internet service,No internet service,0,No
41,Two year,No,Bank transfer (automatic),19.3,772.4,No,No internet service,No internet service,0,No
23,Month-to-month,No,Mailed check,84.4,1936.85,Fiber optic,Yes,Yes,0,No
3,Month-to-month,No,Electronic check,25.1,79.8,DSL,No,No,0,No
4,Month-to-month,No,Mailed check,48.25,202.25,DSL,Yes,Yes,0,No
52,Two year,No,Mailed check,19.85,1070.5,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,99.6,347.65,Fiber optic,No,Yes,1,Yes
11,Month-to-month,Yes,Electronic check,94.2,999.9,Fiber optic,Yes,No,0,No
2,Month-to-month,Yes,Mailed check,62.15,113.1,DSL,No,Yes,0,No
26,Month-to-month,No,Bank transfer (automatic),79.3,2015.8,Fiber optic,No,No,0,No
24,One year,Yes,Credit card (automatic),56.25,1454.25,DSL,No,Yes,0,No
12,Month-to-month,No,Mailed check,20.3,246.7,No,No internet service,No internet service,0,No
60,Month-to-month,Yes,Electronic check,99,6017.9,Fiber optic,Yes,No,1,No
64,Two year,Yes,Mailed check,90.6,5817.45,DSL,Yes,Yes,0,No
66,Two year,Yes,Bank transfer (automatic),85.9,5595.3,DSL,Yes,Yes,0,No
60,One year,Yes,Bank transfer (automatic),79.2,4765,Fiber optic,No,No,0,No
17,One year,Yes,Bank transfer (automatic),70.35,1201.65,DSL,No,Yes,0,No
42,Two year,No,Mailed check,19.35,867.3,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,50.15,50.15,DSL,No,No,0,No
47,Two year,No,Bank transfer (automatic),63.8,3007.25,DSL,Yes,No,0,No
10,Month-to-month,Yes,Mailed check,20.55,252.75,No,No internet service,No internet service,0,No
70,Two year,Yes,Credit card (automatic),88.55,6306.5,DSL,Yes,Yes,1,No
67,Month-to-month,Yes,Credit card (automatic),101.4,6841.05,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Electronic check,81.95,81.95,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Electronic check,69.35,451.1,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,44.6,44.6,DSL,No,No,0,No
4,Month-to-month,Yes,Bank transfer (automatic),63.75,226.2,DSL,Yes,No,0,No
66,Two year,No,Bank transfer (automatic),109.25,7082.5,Fiber optic,No,Yes,0,No
12,Month-to-month,Yes,Electronic check,84.6,1017.35,Fiber optic,No,No,0,No
24,One year,No,Credit card (automatic),20.45,527.35,No,No internet service,No internet service,0,No
26,Month-to-month,Yes,Electronic check,85.75,2146.5,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Electronic check,91.1,455.3,Fiber optic,No,No,0,Yes
57,Two year,No,Electronic check,107.95,5969.85,Fiber optic,Yes,No,0,No
14,Month-to-month,Yes,Electronic check,86.1,1235.55,Fiber optic,No,No,0,Yes
42,Two year,No,Electronic check,22.95,1014.25,No,No internet service,No internet service,0,No
25,Month-to-month,Yes,Bank transfer (automatic),94.7,2362.1,Fiber optic,No,No,0,Yes
64,Two year,No,Credit card (automatic),19.45,1225.65,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Electronic check,85.1,1873.7,Fiber optic,No,No,0,Yes
19,One year,Yes,Credit card (automatic),19.7,386.5,No,No internet service,No internet service,0,No
61,Month-to-month,Yes,Electronic check,99.15,6010.05,Fiber optic,No,No,0,Yes
22,Month-to-month,Yes,Bank transfer (automatic),87,1850.65,Fiber optic,No,No,0,No
70,Month-to-month,Yes,Electronic check,102.95,7101.5,Fiber optic,No,No,1,Yes
12,Month-to-month,Yes,Bank transfer (automatic),79.95,1043.4,Fiber optic,No,No,0,No
31,One year,Yes,Electronic check,64,1910.75,DSL,Yes,Yes,0,No
11,Month-to-month,Yes,Electronic check,64.9,716.1,DSL,No,No,0,No
68,Two year,No,Mailed check,25.75,1686.15,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),90.15,6716.45,DSL,Yes,Yes,1,No
67,Two year,Yes,Credit card (automatic),116.1,7839.85,Fiber optic,Yes,Yes,1,No
60,Month-to-month,Yes,Bank transfer (automatic),104.95,6236.75,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,45.05,45.05,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,71,71,Fiber optic,No,No,1,Yes
58,One year,No,Mailed check,50,2919.85,DSL,No,Yes,0,No
47,Month-to-month,No,Bank transfer (automatic),70.55,3309.25,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,79.7,79.7,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,20.45,20.45,No,No internet service,No internet service,0,No
22,Month-to-month,No,Electronic check,59,1254.7,DSL,No,Yes,0,Yes
48,One year,Yes,Credit card (automatic),60.35,2896.4,DSL,Yes,Yes,0,Yes
37,One year,Yes,Bank transfer (automatic),19.85,717.5,No,No internet service,No internet service,0,No
13,One year,Yes,Electronic check,19.95,253.8,No,No internet service,No internet service,0,No
43,Two year,No,Bank transfer (automatic),26.45,1110.05,No,No internet service,No internet service,0,No
6,Two year,Yes,Mailed check,63.4,348.8,DSL,Yes,Yes,0,No
71,Two year,No,Bank transfer (automatic),53.95,3888.65,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.25,69.25,Fiber optic,No,No,1,Yes
72,Two year,Yes,Electronic check,95.1,6843.15,Fiber optic,No,Yes,0,No
6,Month-to-month,Yes,Electronic check,74.1,450.9,Fiber optic,No,Yes,1,No
12,Month-to-month,No,Mailed check,35.5,432.25,DSL,Yes,No,0,No
25,Month-to-month,No,Mailed check,70.95,1767.35,Fiber optic,No,No,0,Yes
21,One year,No,Electronic check,79.2,1742.45,Fiber optic,Yes,No,0,No
6,Month-to-month,Yes,Mailed check,48.8,297.35,DSL,Yes,No,0,No
20,Month-to-month,Yes,Mailed check,89,1820.45,Fiber optic,No,No,0,Yes
18,Month-to-month,Yes,Electronic check,99.4,1742.95,Fiber optic,No,Yes,0,Yes
43,One year,No,Electronic check,55.45,2444.25,DSL,Yes,No,0,No
35,Two year,Yes,Credit card (automatic),25.4,949.8,No,No internet service,No internet service,0,No
1,Month-to-month,No,Bank transfer (automatic),73.5,73.5,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Electronic check,93.5,2970.8,Fiber optic,No,No,1,No
52,Two year,No,Credit card (automatic),63.9,3334.95,DSL,Yes,Yes,0,No
32,One year,Yes,Bank transfer (automatic),64.85,2010.95,DSL,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),63.8,4684.3,DSL,Yes,Yes,0,No
51,Month-to-month,Yes,Credit card (automatic),44.45,2181.55,DSL,Yes,Yes,0,No
68,Two year,Yes,Bank transfer (automatic),19.95,1303.25,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Mailed check,43.35,371.4,DSL,No,No,1,No
49,Two year,No,Credit card (automatic),49.65,2409.9,DSL,No,No,0,No
72,Two year,No,Mailed check,85.1,6155.4,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Electronic check,95.5,829.1,Fiber optic,No,No,0,Yes
28,Month-to-month,Yes,Mailed check,92.35,2602.9,Fiber optic,No,Yes,0,Yes
54,Month-to-month,No,Mailed check,89.8,4667,Fiber optic,No,Yes,0,No
11,Month-to-month,Yes,Electronic check,74.55,824.75,Fiber optic,No,No,0,Yes
50,One year,No,Mailed check,103.05,5153.5,Fiber optic,Yes,No,0,No
69,Two year,Yes,Electronic check,116,8182.85,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.9,69.9,Fiber optic,No,No,0,No
68,Two year,No,Bank transfer (automatic),95.1,6683.4,Fiber optic,Yes,Yes,0,No
40,One year,No,Mailed check,40.25,1564.05,DSL,Yes,Yes,0,No
31,Two year,No,Mailed check,25.75,755.6,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Bank transfer (automatic),105.35,3465.05,Fiber optic,No,No,1,No
55,Two year,Yes,Electronic check,113.6,6292.7,Fiber optic,Yes,No,1,No
68,Two year,Yes,Bank transfer (automatic),24,1664.3,No,No internet service,No internet service,0,No
12,Month-to-month,No,Bank transfer (automatic),19.4,198.1,No,No internet service,No internet service,0,No
71,Two year,Yes,Bank transfer (automatic),86.1,6045.9,DSL,Yes,Yes,0,No
40,Month-to-month,Yes,Mailed check,102.65,4108.15,Fiber optic,No,No,0,No
64,One year,Yes,Electronic check,92.85,5980.75,Fiber optic,No,No,0,No
53,One year,No,Bank transfer (automatic),97.75,5043.2,Fiber optic,Yes,No,0,No
12,Month-to-month,Yes,Mailed check,83.8,1029.75,Fiber optic,Yes,No,1,Yes
53,Month-to-month,Yes,Electronic check,54.45,2854.55,DSL,No,No,1,Yes
72,Two year,Yes,Credit card (automatic),97.95,7114.25,Fiber optic,No,Yes,0,No
46,Two year,No,Electronic check,19.95,907.05,No,No internet service,No internet service,0,No
40,Two year,Yes,Mailed check,24.6,973.95,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Bank transfer (automatic),50.95,605.75,DSL,Yes,Yes,0,No
9,Month-to-month,No,Electronic check,75.6,661.55,Fiber optic,No,Yes,0,No
51,Month-to-month,Yes,Electronic check,80.75,4116.9,Fiber optic,Yes,No,0,No
49,Month-to-month,Yes,Credit card (automatic),90.4,4494.65,Fiber optic,No,No,0,No
41,Month-to-month,Yes,Electronic check,99.8,4259.3,Fiber optic,No,No,1,Yes
56,One year,Yes,Credit card (automatic),60.25,3282.75,DSL,Yes,Yes,0,No
4,Month-to-month,Yes,Electronic check,20.2,55.7,No,No internet service,No internet service,0,No
20,One year,Yes,Mailed check,64.15,1274.45,DSL,Yes,Yes,0,No
26,Month-to-month,Yes,Credit card (automatic),20.25,493.95,No,No internet service,No internet service,0,No
20,Month-to-month,Yes,Bank transfer (automatic),105.85,2239.65,Fiber optic,No,No,0,Yes
7,Month-to-month,No,Mailed check,75.45,480.75,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Electronic check,93.85,635.6,Fiber optic,No,No,0,Yes
51,Month-to-month,Yes,Electronic check,99,5038.15,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Mailed check,80.3,324.2,Fiber optic,No,No,0,No
1,Month-to-month,No,Credit card (automatic),19.55,19.55,No,No internet service,No internet service,0,No
27,Month-to-month,No,Electronic check,100.75,2793.55,Fiber optic,Yes,Yes,0,No
22,Month-to-month,Yes,Electronic check,100.75,2095,Fiber optic,No,Yes,0,Yes
12,Month-to-month,Yes,Mailed check,53.75,648.65,DSL,Yes,No,0,No
3,Month-to-month,Yes,Mailed check,31,95.05,DSL,Yes,No,0,Yes
34,One year,Yes,Credit card (automatic),25.6,917.15,No,No internet service,No internet service,0,No
24,One year,Yes,Electronic check,58.35,1346.9,DSL,Yes,Yes,0,No
51,Month-to-month,No,Credit card (automatic),80,4242.35,Fiber optic,No,No,0,Yes
14,Month-to-month,Yes,Electronic check,46.35,672.7,DSL,No,No,1,No
59,Two year,No,Electronic check,113.75,6561.25,Fiber optic,Yes,Yes,0,No
3,Month-to-month,No,Electronic check,90.4,268.45,Fiber optic,No,No,0,No
65,Two year,No,Electronic check,109.3,7337.55,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Mailed check,70.25,331.9,Fiber optic,No,No,1,Yes
59,Two year,No,Credit card (automatic),90.3,5194.05,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),65.25,4478.85,DSL,Yes,Yes,0,No
62,Month-to-month,Yes,Electronic check,100.15,6283.3,Fiber optic,No,No,0,Yes
28,Month-to-month,Yes,Credit card (automatic),94.5,2659.4,Fiber optic,No,Yes,0,Yes
3,Month-to-month,No,Mailed check,60.65,196.9,DSL,Yes,No,0,No
19,Month-to-month,Yes,Credit card (automatic),24.1,439.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,19.5,19.5,No,No internet service,No internet service,0,No
24,Month-to-month,Yes,Electronic check,85.95,2107.15,Fiber optic,Yes,No,0,No
57,One year,Yes,Electronic check,53.5,3035.8,DSL,Yes,No,1,No
72,Two year,No,Credit card (automatic),25.45,1866.45,No,No internet service,No internet service,0,No
67,Two year,No,Bank transfer (automatic),20.5,1430.95,No,No internet service,No internet service,0,No
52,One year,Yes,Credit card (automatic),20.85,1071.6,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),89.9,6457.15,DSL,Yes,Yes,0,No
26,One year,No,Mailed check,26,684.05,No,No internet service,No internet service,0,No
35,Two year,Yes,Mailed check,113.2,3914.05,Fiber optic,Yes,Yes,0,No
55,Two year,Yes,Credit card (automatic),69.05,3842.6,Fiber optic,No,No,0,No
33,Two year,No,Mailed check,20.1,670.35,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,109.65,7880.25,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,19.2,19.2,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Mailed check,33.9,298.45,DSL,No,No,0,Yes
37,Month-to-month,No,Electronic check,90,3371.75,Fiber optic,Yes,No,1,No
12,Month-to-month,No,Mailed check,34,442.45,DSL,Yes,No,0,No
1,One year,No,Mailed check,20.4,20.4,No,No internet service,No internet service,0,No
62,Two year,Yes,Credit card (automatic),38.6,2345.55,DSL,Yes,Yes,0,No
1,Month-to-month,No,Bank transfer (automatic),25.25,25.25,DSL,No,No,0,No
18,Month-to-month,Yes,Mailed check,60.6,1156.35,DSL,No,Yes,0,No
69,Month-to-month,Yes,Electronic check,89.95,6143.15,Fiber optic,No,No,1,Yes
2,Month-to-month,Yes,Electronic check,74.75,144.8,Fiber optic,No,No,0,No
19,Month-to-month,No,Mailed check,20.6,414.95,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,84.45,1059.55,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Mailed check,20.4,181.8,No,No internet service,No internet service,0,No
27,One year,No,Electronic check,81.7,2212.55,DSL,Yes,Yes,0,No
27,Month-to-month,Yes,Electronic check,79.5,2180.55,Fiber optic,Yes,No,0,Yes
1,Month-to-month,No,Mailed check,89.15,89.15,Fiber optic,No,No,0,Yes
24,Month-to-month,Yes,Mailed check,20.3,459.95,No,No internet service,No internet service,1,No
14,Month-to-month,Yes,Electronic check,74.95,1036.75,Fiber optic,No,No,1,Yes
32,Month-to-month,Yes,Electronic check,74.4,2276.95,Fiber optic,No,No,1,Yes
11,One year,No,Mailed check,20,211.95,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,25,25,No,No internet service,No internet service,0,No
38,Month-to-month,Yes,Mailed check,80.45,3162.65,Fiber optic,No,Yes,1,No
9,Two year,No,Mailed check,19.75,210.65,No,No internet service,No internet service,0,No
54,Two year,Yes,Credit card (automatic),65.65,3566.7,DSL,Yes,Yes,0,No
29,One year,Yes,Credit card (automatic),71,2080.1,DSL,No,No,0,No
44,Month-to-month,Yes,Electronic check,89.2,4040.2,Fiber optic,No,No,1,No
59,Two year,Yes,Electronic check,86.75,5186,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,55.3,196.15,DSL,No,No,0,Yes
18,One year,Yes,Mailed check,61.5,1087.45,DSL,Yes,Yes,0,No
67,Two year,No,Credit card (automatic),25.1,1672.15,No,No internet service,No internet service,1,No
22,Month-to-month,No,Electronic check,55.15,1206.05,DSL,Yes,No,0,Yes
33,One year,No,Credit card (automatic),34.05,1113.95,DSL,Yes,Yes,0,No
5,Month-to-month,No,Mailed check,19.95,107.05,No,No internet service,No internet service,0,No
2,Month-to-month,No,Mailed check,19.95,38.15,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),89.7,6339.3,DSL,Yes,Yes,0,No
9,Month-to-month,No,Mailed check,20.4,184.1,No,No internet service,No internet service,0,No
67,Two year,No,Mailed check,26.3,1688.9,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Electronic check,84.95,1378.25,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Mailed check,20.7,137.6,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Mailed check,43.25,219,DSL,Yes,Yes,0,Yes
23,One year,Yes,Credit card (automatic),48.35,1067.15,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,79.55,79.55,Fiber optic,No,No,0,Yes
50,Month-to-month,Yes,Electronic check,71.05,3444.85,Fiber optic,No,No,1,Yes
17,Two year,No,Credit card (automatic),19.45,369.05,No,No internet service,No internet service,0,No
68,Two year,Yes,Bank transfer (automatic),110.8,7553.6,Fiber optic,No,Yes,0,No
1,Month-to-month,No,Electronic check,84.5,84.5,Fiber optic,No,No,0,Yes
25,Month-to-month,Yes,Electronic check,69.3,1813.1,Fiber optic,No,No,1,No
67,One year,Yes,Bank transfer (automatic),49.35,3321.35,DSL,Yes,Yes,0,No
32,One year,No,Credit card (automatic),20.35,707.5,No,No internet service,No internet service,0,No
67,One year,Yes,Electronic check,105.6,7112.15,Fiber optic,No,Yes,1,No
72,Two year,Yes,Credit card (automatic),64.45,4641.1,DSL,Yes,Yes,1,No
71,Two year,Yes,Credit card (automatic),108.6,7690.9,Fiber optic,Yes,No,0,Yes
1,Month-to-month,Yes,Electronic check,49.9,49.9,DSL,No,No,0,No
46,Month-to-month,No,Bank transfer (automatic),30.3,1380.1,DSL,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,30.4,78.65,DSL,No,No,1,Yes
1,Month-to-month,Yes,Mailed check,45.4,45.4,DSL,No,No,0,Yes
48,One year,Yes,Electronic check,65.65,3094.65,DSL,No,No,0,No
61,One year,Yes,Bank transfer (automatic),103.3,6518.35,Fiber optic,Yes,No,0,No
32,Month-to-month,No,Bank transfer (automatic),84.15,2585.95,Fiber optic,No,No,0,Yes
2,Month-to-month,No,Electronic check,44.45,82.7,DSL,No,No,0,No
3,Month-to-month,No,Electronic check,19.75,58.85,No,No internet service,No internet service,0,Yes
5,Month-to-month,Yes,Credit card (automatic),85.4,425.9,Fiber optic,Yes,No,0,Yes
71,Two year,No,Bank transfer (automatic),89.9,6342.7,DSL,Yes,Yes,0,No
37,Month-to-month,Yes,Mailed check,55.05,2030.75,DSL,No,Yes,0,No
65,Two year,Yes,Bank transfer (automatic),104.1,6700.05,Fiber optic,Yes,No,0,No
67,One year,Yes,Bank transfer (automatic),106.6,7244.7,Fiber optic,Yes,No,0,No
49,Month-to-month,No,Credit card (automatic),75.2,3678.3,Fiber optic,No,No,0,Yes
50,Two year,Yes,Credit card (automatic),70.5,3486.65,DSL,Yes,Yes,0,No
25,One year,No,Electronic check,19.6,411.15,No,No internet service,No internet service,0,No
17,One year,Yes,Mailed check,55.85,937.5,DSL,No,No,0,Yes
64,Two year,Yes,Mailed check,24.05,1559.15,No,No internet service,No internet service,0,No
25,One year,Yes,Credit card (automatic),38.1,970.4,DSL,No,No,0,No
23,Month-to-month,Yes,Electronic check,106.4,2483.5,Fiber optic,No,No,1,Yes
24,Month-to-month,No,Mailed check,34.25,828.2,DSL,Yes,No,1,No
37,Month-to-month,Yes,Electronic check,100.05,3810.55,Fiber optic,No,No,0,No
21,Month-to-month,Yes,Electronic check,68.65,1493.2,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Mailed check,45.8,45.8,DSL,No,No,0,No
10,Month-to-month,Yes,Mailed check,75.75,777.3,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Electronic check,84.4,556.35,Fiber optic,No,No,0,Yes
51,One year,Yes,Credit card (automatic),96.4,4911.05,Fiber optic,No,Yes,0,No
10,Month-to-month,Yes,Mailed check,20.55,187.35,No,No internet service,No internet service,0,No
6,Month-to-month,No,Credit card (automatic),50.95,307.6,DSL,Yes,Yes,0,No
47,Two year,Yes,Mailed check,90.5,4318.35,DSL,Yes,Yes,0,No
61,One year,Yes,Electronic check,79.4,4820.55,DSL,Yes,Yes,0,No
52,Two year,Yes,Bank transfer (automatic),58.75,3038.55,DSL,No,Yes,0,No
35,Month-to-month,Yes,Credit card (automatic),59.45,2136.9,DSL,No,Yes,0,No
71,One year,Yes,Bank transfer (automatic),105.7,7472.15,Fiber optic,No,No,0,No
6,Month-to-month,No,Electronic check,56.25,389.1,DSL,No,Yes,0,Yes
45,Two year,No,Credit card (automatic),53.3,2296.25,DSL,No,Yes,0,No
2,Month-to-month,Yes,Electronic check,85.55,187.45,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Bank transfer (automatic),68.65,261.25,DSL,No,No,0,Yes
2,Month-to-month,No,Mailed check,24.3,38.45,DSL,No,No,0,No
4,Month-to-month,No,Electronic check,77.85,299.2,Fiber optic,No,No,0,Yes
51,One year,No,Credit card (automatic),59.9,3043.6,DSL,Yes,Yes,0,No
60,One year,No,Credit card (automatic),23.95,1506.4,No,No internet service,No internet service,0,No
9,One year,Yes,Mailed check,20.15,163.7,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Bank transfer (automatic),105.35,323.25,Fiber optic,No,No,0,Yes
17,Month-to-month,Yes,Bank transfer (automatic),95.65,1640,Fiber optic,Yes,No,0,No
8,Month-to-month,Yes,Electronic check,87.05,762.1,Fiber optic,No,No,0,Yes
46,Two year,No,Mailed check,81,3846.35,DSL,Yes,Yes,0,No
68,Two year,Yes,Credit card (automatic),82.45,5646.6,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,53.5,53.5,DSL,No,No,0,Yes
4,One year,No,Bank transfer (automatic),20.5,79.05,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,25.1,25.1,DSL,No,No,0,Yes
28,One year,Yes,Credit card (automatic),54.4,1516.6,DSL,Yes,No,0,No
39,One year,Yes,Credit card (automatic),58.6,2224.5,DSL,No,No,0,No
11,Month-to-month,No,Electronic check,84.8,888.75,Fiber optic,No,No,0,No
71,Two year,Yes,Credit card (automatic),61.4,4310.35,DSL,Yes,No,0,No
2,Month-to-month,No,Mailed check,20.4,42.9,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Mailed check,79.65,2365.15,Fiber optic,No,No,1,Yes
17,One year,No,Mailed check,20.15,353.65,No,No internet service,No internet service,0,No
55,Month-to-month,Yes,Credit card (automatic),94.45,5073.1,Fiber optic,No,No,0,No
58,Month-to-month,Yes,Bank transfer (automatic),79.8,4526.85,Fiber optic,No,Yes,0,No
5,Month-to-month,No,Electronic check,54.2,308.25,DSL,Yes,Yes,0,Yes
1,Month-to-month,Yes,Electronic check,19.45,19.45,No,No internet service,No internet service,1,Yes
9,Month-to-month,Yes,Electronic check,74.05,678.45,Fiber optic,No,No,1,No
26,Month-to-month,No,Bank transfer (automatic),49.15,1237.3,DSL,Yes,No,0,No
50,Two year,No,Credit card (automatic),19.4,1023.95,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),113.65,8182.75,Fiber optic,Yes,Yes,0,No
43,One year,Yes,Credit card (automatic),106,4532.3,Fiber optic,Yes,Yes,0,No
56,Two year,Yes,Bank transfer (automatic),25.95,1444.05,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,19.1,19.1,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,103.4,7372.65,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),100.55,7325.1,Fiber optic,Yes,Yes,0,No
36,Month-to-month,Yes,Electronic check,95.4,3474.2,Fiber optic,No,No,0,No
5,Month-to-month,No,Bank transfer (automatic),75.15,392.65,DSL,Yes,No,0,No
13,Month-to-month,Yes,Electronic check,84.45,1058.6,Fiber optic,No,No,0,Yes
44,One year,No,Credit card (automatic),89.15,3990.75,Fiber optic,No,No,1,No
70,One year,Yes,Electronic check,107.9,7475.85,Fiber optic,Yes,No,1,No
44,One year,No,Credit card (automatic),19.5,835.5,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Credit card (automatic),85.95,2628.6,Fiber optic,No,No,1,Yes
69,Two year,Yes,Credit card (automatic),24.95,1718.35,No,No internet service,No internet service,0,No
16,Month-to-month,No,Electronic check,59.4,1023.9,DSL,Yes,No,1,Yes
68,One year,No,Bank transfer (automatic),19.5,1193.55,No,No internet service,No internet service,1,No
16,Month-to-month,Yes,Credit card (automatic),69.95,1205.5,Fiber optic,No,No,0,No
68,Two year,No,Bank transfer (automatic),82.85,5776.45,DSL,Yes,Yes,0,No
4,Month-to-month,No,Mailed check,19,78.9,No,No internet service,No internet service,0,No
26,Month-to-month,No,Credit card (automatic),38.85,1025.15,DSL,Yes,Yes,0,No
29,Month-to-month,Yes,Electronic check,30.6,856.35,DSL,No,No,0,Yes
5,Month-to-month,No,Credit card (automatic),20.35,122,No,No internet service,No internet service,0,No
70,One year,Yes,Bank transfer (automatic),95,6602.9,Fiber optic,No,No,0,No
24,One year,No,Bank transfer (automatic),74.4,1712.9,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),78.45,5682.25,DSL,Yes,Yes,1,No
1,Month-to-month,Yes,Mailed check,74.3,74.3,Fiber optic,Yes,No,0,No
70,One year,Yes,Bank transfer (automatic),51.05,3635.15,DSL,Yes,No,0,No
36,Month-to-month,No,Bank transfer (automatic),19.2,702.9,No,No internet service,No internet service,0,No
38,Month-to-month,Yes,Electronic check,99.55,3734.25,Fiber optic,Yes,No,1,Yes
17,Month-to-month,Yes,Electronic check,70,1144.5,Fiber optic,No,No,0,Yes
41,One year,Yes,Bank transfer (automatic),109.1,4454.25,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,45.3,45.3,DSL,No,No,0,Yes
2,Month-to-month,No,Bank transfer (automatic),29.85,75.6,DSL,Yes,No,0,Yes
14,Month-to-month,No,Electronic check,76.45,1117.55,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Credit card (automatic),95.1,180.25,Fiber optic,Yes,No,1,Yes
1,Month-to-month,No,Mailed check,19.8,19.8,No,No internet service,No internet service,0,Yes
13,Month-to-month,Yes,Electronic check,72.8,930.05,DSL,Yes,No,0,No
6,Month-to-month,No,Mailed check,18.95,110.15,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Bank transfer (automatic),76.65,333.6,Fiber optic,No,No,0,Yes
5,Month-to-month,Yes,Mailed check,99.15,465.05,Fiber optic,Yes,No,0,Yes
15,Month-to-month,No,Electronic check,101.75,1669.4,Fiber optic,No,Yes,0,No
47,Month-to-month,No,Credit card (automatic),75.45,3545.1,Fiber optic,No,Yes,0,No
8,Month-to-month,No,Mailed check,64.1,504.05,DSL,Yes,No,0,No
17,Month-to-month,Yes,Mailed check,25.65,440.2,DSL,No,No,0,No
15,Month-to-month,No,Mailed check,75.1,1151.55,Fiber optic,No,Yes,0,No
26,One year,Yes,Bank transfer (automatic),95.85,2475.35,Fiber optic,Yes,Yes,0,No
23,Month-to-month,No,Electronic check,54.4,1249.25,DSL,No,Yes,0,No
4,Month-to-month,No,Electronic check,72.75,317.75,Fiber optic,No,No,1,No
29,One year,No,Mailed check,19.85,535.05,No,No internet service,No internet service,0,No
25,Month-to-month,No,Mailed check,19.05,461.3,No,No internet service,No internet service,0,No
9,Month-to-month,No,Mailed check,44.95,431,DSL,No,No,0,Yes
18,Month-to-month,Yes,Mailed check,49.55,878.35,DSL,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,94.85,335.75,Fiber optic,No,No,1,No
69,Two year,No,Bank transfer (automatic),46.25,3121.4,DSL,Yes,Yes,0,No
14,One year,No,Mailed check,19.35,324.8,No,No internet service,No internet service,0,No
19,Month-to-month,No,Mailed check,69.6,1394.55,DSL,No,No,0,No
39,Month-to-month,No,Electronic check,90.7,3413.25,Fiber optic,No,No,1,No
31,Month-to-month,Yes,Electronic check,101.4,3143.65,Fiber optic,No,No,0,No
24,One year,No,Mailed check,20.25,439.75,No,No internet service,No internet service,0,No
14,Month-to-month,No,Bank transfer (automatic),48.8,664.4,DSL,Yes,No,0,No
64,Two year,Yes,Mailed check,74.35,4759.55,DSL,Yes,Yes,0,No
50,One year,Yes,Mailed check,19.35,1033,No,No internet service,No internet service,0,No
52,One year,Yes,Electronic check,68.75,3482.85,DSL,Yes,No,0,No
28,One year,No,Electronic check,100.2,2688.45,Fiber optic,No,No,0,No
21,Two year,Yes,Credit card (automatic),20.85,435.25,No,No internet service,No internet service,0,No
25,Month-to-month,Yes,Electronic check,95.9,2448.75,Fiber optic,No,No,0,Yes
17,One year,No,Mailed check,19.35,307,No,No internet service,No internet service,0,No
58,One year,Yes,Credit card (automatic),45,2689.35,DSL,No,No,0,No
17,Month-to-month,No,Bank transfer (automatic),81.5,1329.2,Fiber optic,No,No,1,Yes
51,Two year,No,Mailed check,25.5,1281.25,No,No internet service,No internet service,0,No
72,Two year,No,Mailed check,48.9,3527,DSL,Yes,Yes,0,No
52,Month-to-month,No,Electronic check,84.1,4348.65,Fiber optic,No,Yes,0,Yes
27,Two year,Yes,Mailed check,19.6,561.15,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,20,63.6,No,No internet service,No internet service,0,No
64,Two year,Yes,Mailed check,81.3,5129.3,DSL,Yes,Yes,0,No
45,Two year,Yes,Credit card (automatic),95.2,4285.8,Fiber optic,Yes,No,0,No
3,Month-to-month,Yes,Mailed check,36.45,93.7,DSL,No,No,1,Yes
71,Two year,Yes,Credit card (automatic),83.3,5894.5,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,25.05,25.05,DSL,No,No,1,Yes
58,Two year,No,Credit card (automatic),20.3,1160.75,No,No internet service,No internet service,0,No
34,Month-to-month,Yes,Electronic check,89.85,3091.75,Fiber optic,No,No,0,No
8,Month-to-month,Yes,Electronic check,49.85,365.55,DSL,No,Yes,0,Yes
15,Month-to-month,No,Mailed check,19.8,272.95,No,No internet service,No internet service,0,No
66,Two year,No,Bank transfer (automatic),54.65,3632,DSL,Yes,No,0,No
12,Month-to-month,Yes,Credit card (automatic),29.35,381.2,DSL,No,No,1,No
58,Two year,Yes,Bank transfer (automatic),19.15,1035.5,No,No internet service,No internet service,0,No
3,Two year,No,Mailed check,19.1,52,No,No internet service,No internet service,0,No
43,Month-to-month,No,Credit card (automatic),55.55,2342.2,DSL,No,No,1,Yes
9,Month-to-month,No,Electronic check,80.55,653.9,Fiber optic,No,No,0,No
3,One year,No,Mailed check,20.25,71.2,No,No internet service,No internet service,0,No
22,One year,Yes,Bank transfer (automatic),69.5,1498.2,DSL,No,No,0,Yes
40,One year,Yes,Bank transfer (automatic),106,4178.65,Fiber optic,No,No,0,No
68,Two year,No,Bank transfer (automatic),25.5,1821.8,No,No internet service,No internet service,0,No
54,Month-to-month,Yes,Electronic check,104.3,5278.15,Fiber optic,No,No,0,Yes
50,Two year,Yes,Mailed check,79.6,4024.2,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,55.25,55.25,DSL,No,No,0,No
72,Two year,No,Bank transfer (automatic),88.05,6520.8,DSL,Yes,Yes,0,No
40,One year,Yes,Bank transfer (automatic),20.4,854.9,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),117.6,8308.9,Fiber optic,Yes,Yes,0,No
6,Month-to-month,No,Mailed check,20,109.2,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Credit card (automatic),19.65,92.05,No,No internet service,No internet service,0,No
48,One year,Yes,Credit card (automatic),70.55,3420.5,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,93.85,93.85,Fiber optic,No,No,0,Yes
64,One year,No,Mailed check,65.8,4068,DSL,Yes,Yes,0,No
17,One year,No,Credit card (automatic),20.05,337.9,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Electronic check,80,3168.75,Fiber optic,No,No,0,No
41,One year,No,Credit card (automatic),35.4,1412.4,DSL,No,Yes,0,No
51,One year,Yes,Bank transfer (automatic),79.6,3974.7,Fiber optic,No,No,1,No
41,Month-to-month,Yes,Electronic check,80.25,3439,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,50.45,50.45,DSL,No,No,0,Yes
2,Month-to-month,Yes,Mailed check,20.45,42.45,No,No internet service,No internet service,0,No
68,One year,No,Credit card (automatic),79.6,5461.45,Fiber optic,No,No,0,No
24,Two year,No,Mailed check,24.7,571.75,No,No internet service,No internet service,0,No
70,Two year,No,Credit card (automatic),77.3,5498.2,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,29.75,96.85,DSL,Yes,No,0,No
2,Month-to-month,No,Bank transfer (automatic),44.9,111.05,DSL,No,No,0,No
3,Month-to-month,No,Credit card (automatic),29.8,94.4,DSL,No,No,0,No
7,Month-to-month,Yes,Electronic check,74.65,521.1,DSL,Yes,No,0,Yes
13,Month-to-month,Yes,Electronic check,71.95,923.85,DSL,No,Yes,0,No
7,Month-to-month,No,Mailed check,20.75,141.1,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Mailed check,56.3,628.65,DSL,No,No,0,No
53,One year,Yes,Electronic check,105.25,5576.3,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Electronic check,94.2,1046.1,Fiber optic,No,No,0,Yes
63,Two year,No,Mailed check,19.55,1245.6,No,No internet service,No internet service,0,No
15,Month-to-month,No,Mailed check,84.45,1287.85,DSL,Yes,Yes,0,No
36,One year,No,Mailed check,53.65,1939.35,DSL,No,Yes,0,No
4,Month-to-month,Yes,Electronic check,29.9,118.25,DSL,No,No,1,No
24,Two year,No,Mailed check,19.7,452.55,No,No internet service,No internet service,0,No
61,One year,No,Credit card (automatic),43.7,2696.55,DSL,Yes,Yes,0,No
16,Month-to-month,No,Electronic check,55.3,875.35,DSL,No,No,0,No
65,Two year,Yes,Credit card (automatic),19.85,1267.05,No,No internet service,No internet service,0,No
26,Two year,No,Credit card (automatic),19.65,494.9,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Mailed check,49.45,799,DSL,Yes,No,0,No
54,One year,No,Bank transfer (automatic),106.55,5763.3,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,20.1,20.1,No,No internet service,No internet service,0,Yes
5,Two year,No,Mailed check,20.45,106.9,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,39.7,710.05,DSL,No,No,0,No
10,Month-to-month,Yes,Credit card (automatic),54.5,568.2,DSL,No,Yes,0,No
23,Month-to-month,No,Electronic check,83.8,1900.25,Fiber optic,Yes,No,0,Yes
3,Month-to-month,No,Mailed check,55.15,159.15,DSL,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),111.6,8012.75,Fiber optic,Yes,No,0,No
10,Month-to-month,Yes,Electronic check,86.65,856.65,Fiber optic,No,No,1,Yes
10,Month-to-month,Yes,Mailed check,55.55,551.3,DSL,No,No,0,No
11,One year,Yes,Mailed check,20.55,184.95,No,No internet service,No internet service,0,No
37,Month-to-month,Yes,Bank transfer (automatic),106.75,4056.75,Fiber optic,No,Yes,1,Yes
17,One year,Yes,Mailed check,62.1,1096.65,DSL,Yes,Yes,0,No
36,Month-to-month,Yes,Credit card (automatic),104.5,3684.95,Fiber optic,No,Yes,0,No
17,Month-to-month,Yes,Electronic check,101.8,1752.45,Fiber optic,No,No,1,No
66,One year,Yes,Credit card (automatic),110.6,7210.85,Fiber optic,Yes,Yes,1,No
61,One year,No,Bank transfer (automatic),84.9,5264.5,DSL,Yes,Yes,0,No
22,Month-to-month,Yes,Mailed check,93.2,2157.3,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,24.4,24.4,DSL,No,No,0,No
6,Month-to-month,No,Credit card (automatic),70.55,433.95,Fiber optic,No,No,0,No
31,Month-to-month,Yes,Electronic check,78.45,2435.15,Fiber optic,Yes,No,0,Yes
68,Two year,Yes,Credit card (automatic),85,5607.75,DSL,Yes,Yes,0,No
34,Month-to-month,No,Electronic check,87.45,2874.15,Fiber optic,No,No,0,Yes
52,Month-to-month,No,Bank transfer (automatic),85.8,4433.3,Fiber optic,Yes,No,0,No
10,Month-to-month,Yes,Electronic check,91.1,964.35,Fiber optic,Yes,No,0,No
29,Month-to-month,Yes,Electronic check,70.75,1974.8,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),20.1,1460.85,No,No internet service,No internet service,0,No
47,One year,No,Mailed check,20.05,951.55,No,No internet service,No internet service,0,No
24,One year,No,Mailed check,74.8,1821.2,DSL,No,Yes,0,No
65,One year,No,Credit card (automatic),24.8,1600.95,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Mailed check,100.85,399.25,Fiber optic,Yes,No,0,No
12,Month-to-month,Yes,Electronic check,101.35,1218.55,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,81.7,81.7,Fiber optic,No,Yes,0,Yes
33,Month-to-month,No,Electronic check,68.25,2171.15,Fiber optic,No,No,0,Yes
34,Month-to-month,Yes,Electronic check,105.1,3634.8,Fiber optic,Yes,No,0,No
14,Two year,No,Mailed check,20.4,292.4,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,79.15,317.25,Fiber optic,No,No,0,Yes
13,One year,No,Mailed check,20,218.55,No,No internet service,No internet service,0,No
65,Two year,Yes,Bank transfer (automatic),79.4,5071.9,DSL,Yes,No,0,No
23,One year,No,Credit card (automatic),57.2,1423.35,DSL,Yes,Yes,0,No
55,Two year,No,Electronic check,58.6,3068.6,DSL,No,Yes,0,No
49,Two year,Yes,Electronic check,94.8,4690.65,Fiber optic,No,No,0,No
60,One year,No,Bank transfer (automatic),102.5,6157.6,Fiber optic,No,No,0,No
69,One year,Yes,Credit card (automatic),20.35,1442.65,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Electronic check,84.9,3369.05,Fiber optic,No,No,0,No
67,Two year,Yes,Credit card (automatic),69.2,4671.65,DSL,Yes,Yes,0,No
35,Month-to-month,Yes,Electronic check,95.45,3474.05,Fiber optic,No,No,1,Yes
19,One year,Yes,Electronic check,100.95,1875.55,Fiber optic,Yes,No,0,Yes
13,Two year,No,Mailed check,20.85,272.35,No,No internet service,No internet service,0,No
41,Month-to-month,Yes,Bank transfer (automatic),88.5,3645.05,Fiber optic,No,No,0,No
4,Month-to-month,No,Mailed check,35,135.75,DSL,No,Yes,0,No
24,Month-to-month,No,Electronic check,55.15,1319.85,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Credit card (automatic),50.95,229.4,DSL,No,No,0,No
5,Month-to-month,Yes,Electronic check,64,370.25,DSL,No,No,0,No
1,Month-to-month,Yes,Mailed check,69.1,69.1,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),80.2,5714.2,DSL,Yes,Yes,0,No
24,Month-to-month,Yes,Credit card (automatic),49.3,1233.25,DSL,No,No,0,No
42,Two year,No,Credit card (automatic),84.35,3571.6,DSL,Yes,Yes,0,No
4,Month-to-month,No,Mailed check,20.05,83.3,No,No internet service,No internet service,0,No
68,One year,Yes,Credit card (automatic),117.2,8035.95,Fiber optic,Yes,Yes,0,No
33,One year,No,Mailed check,20.1,579.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,69.6,69.6,Fiber optic,No,No,1,Yes
31,One year,Yes,Electronic check,103.45,3066.45,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Bank transfer (automatic),77.95,305.55,Fiber optic,No,No,0,Yes
69,Two year,Yes,Electronic check,109.95,7634.25,Fiber optic,Yes,No,1,No
38,Month-to-month,No,Electronic check,94.75,3653,Fiber optic,No,No,1,No
3,Month-to-month,Yes,Electronic check,80,241.3,Fiber optic,Yes,No,0,No
48,Two year,No,Electronic check,79.65,3870.3,DSL,Yes,No,0,No
15,Two year,No,Mailed check,25.2,387.9,No,No internet service,No internet service,0,No
25,One year,No,Credit card (automatic),19.9,527.5,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,78.45,78.45,Fiber optic,No,No,1,Yes
48,Month-to-month,Yes,Electronic check,44.8,2104.55,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,20.3,20.3,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,19.2,19.2,No,No internet service,No internet service,0,No
37,One year,No,Electronic check,80.05,3019.1,Fiber optic,No,No,0,No
66,One year,Yes,Bank transfer (automatic),107.35,7051.95,Fiber optic,Yes,No,1,No
26,One year,No,Bank transfer (automatic),47.85,1190.5,DSL,No,Yes,0,No
63,One year,No,Credit card (automatic),70.8,4448.8,DSL,Yes,Yes,0,No
10,Month-to-month,No,Mailed check,29.5,255.25,DSL,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,70.75,146.9,DSL,No,Yes,0,Yes
18,Month-to-month,Yes,Credit card (automatic),59.1,1011.05,DSL,No,Yes,1,No
64,Two year,No,Mailed check,25.55,1714.95,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,84.45,762.5,Fiber optic,No,No,1,Yes
28,Month-to-month,No,Mailed check,20.25,535.35,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,75.55,75.55,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Electronic check,85.65,338.9,Fiber optic,No,No,0,Yes
38,One year,Yes,Credit card (automatic),70.15,2497.35,DSL,Yes,No,1,Yes
66,One year,No,Electronic check,95.3,6273.4,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,70.25,70.25,Fiber optic,No,No,0,No
18,Month-to-month,Yes,Mailed check,50.3,908.75,DSL,Yes,No,0,No
51,Month-to-month,Yes,Electronic check,97.8,4913.3,Fiber optic,No,No,1,Yes
0,Two year,No,Mailed check,19.85, ,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,46.3,46.3,DSL,No,No,0,Yes
12,Two year,No,Bank transfer (automatic),19.35,212.3,No,No internet service,No internet service,0,No
41,Month-to-month,Yes,Electronic check,106.3,4443.45,Fiber optic,No,No,0,Yes
12,Month-to-month,No,Electronic check,25,316.2,No,No internet service,No internet service,0,No
55,Two year,No,Mailed check,20.3,1079.05,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,75.35,564.65,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Electronic check,89.4,1095.65,Fiber optic,Yes,No,0,Yes
68,Two year,No,Credit card (automatic),88,6161.9,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Credit card (automatic),83.15,446.05,Fiber optic,No,No,1,Yes
49,Month-to-month,No,Mailed check,43.8,2106.05,DSL,No,No,1,No
40,One year,No,Credit card (automatic),62.05,2511.55,DSL,No,Yes,0,No
16,One year,No,Bank transfer (automatic),20.1,318.6,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Mailed check,74.15,811.8,Fiber optic,No,No,0,Yes
72,One year,Yes,Electronic check,101.35,7323.15,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,84.05,186.05,Fiber optic,No,No,1,No
23,Two year,No,Mailed check,20.9,454,No,No internet service,No internet service,0,No
71,One year,Yes,Electronic check,105.9,7521.95,Fiber optic,No,No,1,No
11,Month-to-month,Yes,Electronic check,99.5,1056.95,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,44.15,44.15,DSL,No,No,0,Yes
16,Month-to-month,Yes,Mailed check,53.9,834.15,DSL,Yes,No,0,Yes
1,Month-to-month,Yes,Mailed check,85.45,85.45,Fiber optic,No,No,0,Yes
12,Month-to-month,Yes,Credit card (automatic),85.05,999.8,Fiber optic,No,No,0,No
54,One year,No,Bank transfer (automatic),44.1,2369.7,DSL,Yes,Yes,0,No
68,Two year,No,Credit card (automatic),90.2,6297.65,Fiber optic,Yes,No,0,No
4,Month-to-month,No,Mailed check,50.85,239.55,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,59.2,59.2,DSL,No,No,0,Yes
27,Month-to-month,No,Mailed check,53.45,1461.45,DSL,Yes,Yes,0,No
21,Month-to-month,Yes,Mailed check,19.95,416.4,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,83.2,1060.6,Fiber optic,No,No,0,Yes
64,Month-to-month,No,Credit card (automatic),74.65,4869.35,DSL,Yes,No,1,No
1,Month-to-month,Yes,Electronic check,54.9,54.9,DSL,No,Yes,0,Yes
57,Two year,Yes,Bank transfer (automatic),57.5,3265.95,DSL,Yes,No,0,No
21,Month-to-month,Yes,Electronic check,103.9,2254.2,Fiber optic,No,Yes,0,Yes
19,Two year,No,Mailed check,19.65,358.15,No,No internet service,No internet service,0,No
31,One year,Yes,Electronic check,93.8,2939.8,Fiber optic,No,No,0,No
52,Two year,Yes,Mailed check,89.25,4652.4,DSL,Yes,Yes,0,No
46,One year,Yes,Electronic check,94.15,4408.45,Fiber optic,No,No,0,No
11,Month-to-month,Yes,Electronic check,55.6,580.8,DSL,No,Yes,1,No
53,Month-to-month,Yes,Bank transfer (automatic),48.7,2495.2,DSL,No,Yes,0,No
11,Month-to-month,Yes,Mailed check,19.25,180.3,No,No internet service,No internet service,0,Yes
57,Month-to-month,Yes,Bank transfer (automatic),104.9,5913.95,Fiber optic,Yes,No,1,No
2,Month-to-month,Yes,Mailed check,75.45,158.4,Fiber optic,No,No,1,Yes
2,Month-to-month,No,Mailed check,54.85,104.2,DSL,No,Yes,1,Yes
71,Two year,No,Bank transfer (automatic),19.9,1389.35,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,19.4,19.4,No,No internet service,No internet service,0,No
68,Two year,No,Credit card (automatic),25.05,1629.2,No,No internet service,No internet service,0,No
72,Two year,No,Mailed check,84.45,6033.1,DSL,Yes,Yes,0,No
2,Month-to-month,No,Mailed check,19.3,44.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,95.1,95.1,Fiber optic,No,No,1,Yes
41,One year,Yes,Bank transfer (automatic),79.85,3320.75,DSL,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),25.55,1867.7,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,75.5,438,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,73.75,325.45,Fiber optic,No,No,0,Yes
12,Month-to-month,Yes,Electronic check,96.05,1148.1,Fiber optic,No,No,0,Yes
58,One year,Yes,Electronic check,68.4,3972.25,DSL,Yes,Yes,0,No
7,Month-to-month,No,Mailed check,20.65,155.9,No,No internet service,No internet service,0,No
65,Month-to-month,Yes,Mailed check,55.15,3673.15,DSL,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,70.6,70.6,Fiber optic,No,No,0,No
56,One year,No,Credit card (automatic),19.95,1126.75,No,No internet service,No internet service,0,No
4,Month-to-month,No,Mailed check,19,73.45,No,No internet service,No internet service,0,No
58,One year,Yes,Mailed check,44.1,2413.05,DSL,No,No,0,No
62,Two year,Yes,Bank transfer (automatic),107.6,6912.7,Fiber optic,Yes,No,0,No
26,One year,No,Electronic check,61.55,1581.95,DSL,No,Yes,0,No
62,Month-to-month,No,Bank transfer (automatic),90.7,5586.45,Fiber optic,No,Yes,0,No
58,One year,No,Credit card (automatic),99.25,5846.65,Fiber optic,No,Yes,0,No
68,Two year,Yes,Electronic check,91.7,6424.7,DSL,Yes,Yes,0,No
61,One year,Yes,Credit card (automatic),100.7,6018.65,Fiber optic,No,Yes,0,No
42,Two year,Yes,Credit card (automatic),78.45,3373.4,DSL,Yes,No,0,No
18,Month-to-month,No,Bank transfer (automatic),84.3,1537.9,Fiber optic,No,No,0,No
56,Two year,Yes,Bank transfer (automatic),19.55,1080.55,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,88.95,355.2,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Credit card (automatic),20.45,82.85,No,No internet service,No internet service,0,No
35,One year,No,Credit card (automatic),55.6,2016.45,DSL,No,Yes,0,No
64,Month-to-month,Yes,Bank transfer (automatic),86.8,5327.25,Fiber optic,Yes,Yes,0,No
31,One year,No,Mailed check,20.95,683.25,No,No internet service,No internet service,0,No
67,Two year,Yes,Bank transfer (automatic),20.05,1263.05,No,No internet service,No internet service,1,No
4,Month-to-month,No,Credit card (automatic),50.7,151.3,DSL,No,No,0,Yes
70,Two year,Yes,Electronic check,113.65,7714.65,Fiber optic,Yes,Yes,1,No
3,Month-to-month,No,Credit card (automatic),53.4,188.7,DSL,No,No,0,Yes
53,Month-to-month,Yes,Electronic check,101.9,5549.4,Fiber optic,No,No,1,Yes
2,Two year,No,Mailed check,59.5,130.5,DSL,Yes,Yes,0,No
29,Month-to-month,Yes,Credit card (automatic),87.8,2621.75,Fiber optic,No,No,0,No
47,Two year,No,Mailed check,41.9,1875.25,DSL,Yes,Yes,0,No
68,One year,Yes,Electronic check,83,5685.8,Fiber optic,No,No,0,Yes
12,Month-to-month,Yes,Mailed check,69.85,837.5,DSL,No,Yes,0,No
8,Month-to-month,No,Bank transfer (automatic),56.3,401.5,DSL,Yes,No,0,No
54,Month-to-month,No,Electronic check,109.55,6118.95,Fiber optic,No,Yes,0,No
69,Two year,Yes,Mailed check,92.15,6480.9,Fiber optic,Yes,No,0,No
26,Month-to-month,Yes,Bank transfer (automatic),69.5,1800.05,DSL,No,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),97,7104.2,Fiber optic,Yes,Yes,0,No
70,Two year,Yes,Bank transfer (automatic),58.35,4214.25,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,50.6,50.6,DSL,No,Yes,0,Yes
10,Month-to-month,Yes,Electronic check,89.5,863.1,Fiber optic,No,No,0,Yes
28,One year,Yes,Bank transfer (automatic),70.4,1992.2,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,69.8,69.8,Fiber optic,No,No,0,Yes
21,Month-to-month,Yes,Electronic check,94.3,1948.35,Fiber optic,No,No,0,No
51,Month-to-month,Yes,Bank transfer (automatic),93.8,4750.95,Fiber optic,No,Yes,1,Yes
53,One year,No,Bank transfer (automatic),19.55,1007.9,No,No internet service,No internet service,0,No
53,One year,No,Electronic check,95.95,5036.9,Fiber optic,No,Yes,0,No
24,Month-to-month,Yes,Electronic check,101.05,2391.8,Fiber optic,No,No,0,Yes
70,Two year,Yes,Credit card (automatic),94.8,6859.05,DSL,Yes,Yes,0,No
61,One year,Yes,Electronic check,107.75,6521.9,Fiber optic,No,Yes,0,No
11,One year,Yes,Mailed check,54.6,617.85,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Credit card (automatic),71.3,157.75,Fiber optic,No,No,0,No
25,One year,Yes,Bank transfer (automatic),19.5,516.3,No,No internet service,No internet service,0,No
41,One year,Yes,Credit card (automatic),56.3,2364,DSL,No,No,0,No
18,Month-to-month,Yes,Electronic check,94.7,1687.95,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),104.15,7689.95,Fiber optic,No,No,1,Yes
71,Two year,Yes,Credit card (automatic),90.55,6239.05,DSL,Yes,Yes,0,No
34,One year,Yes,Mailed check,60.8,2042.05,DSL,No,Yes,0,No
29,Month-to-month,Yes,Credit card (automatic),98.8,2807.1,Fiber optic,Yes,No,0,No
40,One year,Yes,Credit card (automatic),98.15,4116.8,Fiber optic,Yes,Yes,1,No
36,One year,No,Mailed check,35.35,1317.95,DSL,No,Yes,0,No
46,One year,Yes,Electronic check,103.15,4594.65,Fiber optic,Yes,No,0,No
58,One year,Yes,Electronic check,107.75,6332.75,Fiber optic,No,Yes,0,No
39,One year,No,Credit card (automatic),81.4,3213.75,Fiber optic,No,No,0,No
4,Month-to-month,No,Credit card (automatic),61.45,229.55,DSL,Yes,No,0,Yes
52,One year,Yes,Credit card (automatic),95.7,4976.15,Fiber optic,No,No,0,No
70,One year,Yes,Electronic check,104.8,7308.95,Fiber optic,No,No,1,No
65,One year,Yes,Bank transfer (automatic),70.95,4555.2,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Mailed check,44.95,44.95,DSL,No,No,0,No
70,One year,Yes,Electronic check,97.65,6982.5,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Mailed check,35.65,1025.15,DSL,No,No,1,No
1,Month-to-month,Yes,Electronic check,90.55,90.55,Fiber optic,No,No,0,Yes
67,Two year,Yes,Mailed check,85.25,5714.2,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,19.5,19.5,No,No internet service,No internet service,0,No
26,Month-to-month,Yes,Bank transfer (automatic),88.8,2274.35,Fiber optic,No,No,0,Yes
30,Two year,Yes,Mailed check,25.1,789.55,No,No internet service,No internet service,0,No
48,Month-to-month,Yes,Credit card (automatic),100.05,4834,Fiber optic,Yes,No,0,No
55,Month-to-month,No,Electronic check,55.7,3131.8,DSL,No,Yes,0,No
7,Month-to-month,Yes,Mailed check,85.2,602.55,Fiber optic,No,No,0,Yes
37,Month-to-month,Yes,Electronic check,91.15,3369.25,Fiber optic,No,Yes,0,No
31,Month-to-month,Yes,Bank transfer (automatic),83.85,2674.15,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Electronic check,45.9,199.75,DSL,No,No,0,No
72,Two year,Yes,Credit card (automatic),25.1,1790.8,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,91.4,449.75,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Mailed check,19.7,19.7,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Electronic check,91.5,1400.3,Fiber optic,No,No,1,No
8,Month-to-month,Yes,Credit card (automatic),51.3,411.6,DSL,No,Yes,0,No
35,One year,No,Mailed check,21.1,741,No,No internet service,No internet service,0,No
56,Month-to-month,No,Electronic check,104.75,5841.35,Fiber optic,No,No,1,No
42,Month-to-month,Yes,Bank transfer (automatic),106.15,4512.7,Fiber optic,Yes,No,0,Yes
65,Month-to-month,Yes,Electronic check,85.75,5688.45,Fiber optic,No,Yes,1,No
2,One year,No,Mailed check,20.3,31.9,No,No internet service,No internet service,0,No
65,One year,Yes,Electronic check,100.75,6674.65,Fiber optic,No,Yes,1,No
18,Month-to-month,Yes,Electronic check,74.15,1345.75,Fiber optic,No,No,0,No
23,One year,Yes,Electronic check,78.55,1843.05,DSL,No,Yes,0,No
4,Month-to-month,Yes,Mailed check,45.3,196.95,DSL,No,No,0,Yes
70,Two year,No,Credit card (automatic),19.85,1433.8,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,50.7,214.55,DSL,No,No,0,No
19,Month-to-month,Yes,Bank transfer (automatic),45,865.85,DSL,No,No,0,No
18,Month-to-month,No,Electronic check,77.8,1358.6,Fiber optic,No,No,0,No
38,Month-to-month,Yes,Electronic check,83.45,3147.15,Fiber optic,No,Yes,1,No
2,Month-to-month,Yes,Credit card (automatic),73.25,131.05,Fiber optic,No,No,0,Yes
47,One year,No,Bank transfer (automatic),94.8,4535.85,Fiber optic,No,Yes,0,No
52,Two year,No,Bank transfer (automatic),20.1,1078.75,No,No internet service,No internet service,0,No
9,Month-to-month,No,Mailed check,59.9,542.4,DSL,No,No,0,No
26,One year,Yes,Credit card (automatic),90.1,2312.55,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Electronic check,51.05,415.05,DSL,No,No,0,Yes
44,One year,Yes,Electronic check,70.95,3250.45,DSL,Yes,No,0,No
3,Month-to-month,No,Mailed check,29.2,98.5,DSL,No,No,0,No
2,Month-to-month,Yes,Bank transfer (automatic),46.6,87.9,DSL,No,No,0,No
9,Month-to-month,Yes,Bank transfer (automatic),85.35,754.65,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,75.35,75.35,Fiber optic,No,No,1,Yes
25,Month-to-month,No,Bank transfer (automatic),74.3,1952.25,Fiber optic,No,Yes,0,No
2,Month-to-month,Yes,Electronic check,69.3,153.8,Fiber optic,No,No,1,No
43,Month-to-month,Yes,Electronic check,75.2,3198.6,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,20.9,20.9,No,No internet service,No internet service,0,Yes
58,One year,Yes,Electronic check,94.3,5610.15,Fiber optic,No,No,0,No
59,Two year,Yes,Mailed check,76.45,4519.5,DSL,Yes,Yes,0,No
44,One year,Yes,Electronic check,54,2440.25,DSL,No,Yes,0,No
66,One year,Yes,Electronic check,104.25,6860.6,Fiber optic,Yes,No,0,No
68,Two year,No,Bank transfer (automatic),19.95,1377.7,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,24.95,190.25,DSL,No,No,0,No
19,Month-to-month,Yes,Electronic check,84.75,1651.95,Fiber optic,No,Yes,0,No
4,Month-to-month,No,Mailed check,19.75,78.3,No,No internet service,No internet service,0,No
70,Two year,Yes,Bank transfer (automatic),113.65,7939.25,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,44.9,44.9,DSL,No,No,0,No
8,Month-to-month,Yes,Electronic check,75.25,576.7,Fiber optic,No,No,0,No
53,Two year,No,Mailed check,24.6,1279,No,No internet service,No internet service,0,No
51,One year,No,Bank transfer (automatic),25,1260.7,No,No internet service,No internet service,1,No
11,Month-to-month,No,Bank transfer (automatic),20.95,267.35,No,No internet service,No internet service,0,No
60,Two year,Yes,Electronic check,110.6,6586.85,Fiber optic,Yes,Yes,0,No
17,Month-to-month,Yes,Credit card (automatic),55.5,934.15,DSL,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,43.3,123.65,DSL,No,No,0,Yes
70,One year,Yes,Bank transfer (automatic),109.5,7534.65,Fiber optic,Yes,Yes,0,Yes
1,Month-to-month,No,Mailed check,19.45,19.45,No,No internet service,No internet service,0,No
43,Month-to-month,Yes,Electronic check,84.85,3645.6,Fiber optic,No,No,1,No
16,Month-to-month,No,Mailed check,19.6,314.45,No,No internet service,No internet service,0,No
57,One year,No,Electronic check,53.45,3053,DSL,No,Yes,0,No
37,One year,No,Credit card (automatic),19.8,677.05,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),112.1,7965.95,Fiber optic,Yes,Yes,0,No
11,Month-to-month,Yes,Credit card (automatic),84.8,906.85,Fiber optic,No,No,1,Yes
50,Month-to-month,Yes,Electronic check,95.05,4888.7,Fiber optic,No,No,1,Yes
5,Month-to-month,No,Electronic check,50.35,237.25,DSL,No,No,1,Yes
1,Month-to-month,Yes,Bank transfer (automatic),74.6,74.6,Fiber optic,No,No,0,Yes
16,Month-to-month,Yes,Mailed check,19.7,342.4,No,No internet service,No internet service,0,Yes
2,Month-to-month,Yes,Electronic check,74.2,140.1,Fiber optic,No,No,1,No
17,Month-to-month,Yes,Mailed check,69,1108,DSL,Yes,No,0,No
16,One year,No,Credit card (automatic),19.35,295.55,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Electronic check,59.45,892.65,DSL,No,No,0,Yes
10,One year,Yes,Mailed check,19.8,198.25,No,No internet service,No internet service,0,No
46,One year,Yes,Bank transfer (automatic),105.2,4822.85,Fiber optic,Yes,Yes,0,Yes
64,Two year,Yes,Credit card (automatic),109.2,6741.15,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,79.15,79.15,Fiber optic,No,No,0,No
25,One year,No,Mailed check,53.65,1355.45,DSL,No,No,0,No
71,Two year,No,Credit card (automatic),100.2,7209,Fiber optic,Yes,Yes,0,No
8,Month-to-month,Yes,Mailed check,45.15,438.4,DSL,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),108.65,7726.35,Fiber optic,Yes,Yes,0,No
49,Month-to-month,No,Bank transfer (automatic),40.65,2070.75,DSL,No,Yes,0,No
29,One year,Yes,Credit card (automatic),55.35,1636.95,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),105.6,7581.5,Fiber optic,Yes,Yes,0,No
31,Month-to-month,No,Electronic check,93.8,3019.5,Fiber optic,No,No,0,Yes
50,Month-to-month,Yes,Electronic check,95.7,4729.75,Fiber optic,No,No,0,No
71,Two year,No,Electronic check,83.2,6126.1,DSL,Yes,Yes,0,No
70,Two year,No,Credit card (automatic),90.05,6333.4,DSL,Yes,Yes,1,No
71,One year,No,Credit card (automatic),97.65,6687.85,Fiber optic,Yes,Yes,0,No
61,Two year,Yes,Bank transfer (automatic),68.05,4158.25,DSL,Yes,Yes,0,No
32,Month-to-month,Yes,Electronic check,96.2,3183.4,Fiber optic,Yes,No,0,Yes
1,Month-to-month,Yes,Electronic check,79.6,79.6,Fiber optic,No,No,0,Yes
68,Two year,Yes,Bank transfer (automatic),102.1,7149.35,Fiber optic,No,Yes,0,No
62,Two year,No,Bank transfer (automatic),23.4,1429.65,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,71.05,472.65,Fiber optic,No,No,0,No
20,Month-to-month,Yes,Electronic check,85.25,1734.5,Fiber optic,No,No,0,Yes
6,One year,No,Mailed check,19.45,113.5,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Bank transfer (automatic),59.45,1884.65,DSL,No,Yes,1,No
28,One year,No,Bank transfer (automatic),92.2,2568.15,Fiber optic,No,No,0,No
27,Two year,No,Credit card (automatic),19.85,470,No,No internet service,No internet service,0,No
7,Month-to-month,No,Mailed check,43.9,278.4,DSL,No,No,0,No
26,Month-to-month,Yes,Electronic check,80.5,2088.8,Fiber optic,Yes,No,0,Yes
5,Month-to-month,Yes,Electronic check,89.8,502.6,Fiber optic,No,No,1,Yes
30,Month-to-month,Yes,Credit card (automatic),90.5,2595.85,Fiber optic,No,Yes,1,No
63,One year,No,Credit card (automatic),90.45,5825.5,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,50.75,50.75,DSL,No,No,0,Yes
53,One year,Yes,Electronic check,84.6,4449.75,DSL,Yes,No,0,No
14,Month-to-month,Yes,Credit card (automatic),89.65,1208.35,Fiber optic,Yes,No,0,Yes
21,Month-to-month,Yes,Bank transfer (automatic),99.15,1956.4,Fiber optic,Yes,No,0,No
17,One year,No,Mailed check,19.95,310.6,No,No internet service,No internet service,0,No
16,Two year,No,Mailed check,20.5,290.55,No,No internet service,No internet service,0,No
35,Month-to-month,Yes,Electronic check,62.1,2096.1,DSL,No,No,0,No
32,Month-to-month,Yes,Electronic check,79.5,2665,Fiber optic,No,No,1,No
28,Month-to-month,Yes,Bank transfer (automatic),19.55,543.8,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,20.35,20.35,No,No internet service,No internet service,0,No
59,Month-to-month,Yes,Electronic check,51.7,3005.8,DSL,Yes,No,0,No
72,One year,Yes,Bank transfer (automatic),23.3,1623.15,No,No internet service,No internet service,0,No
36,One year,Yes,Mailed check,65.4,2498.4,DSL,Yes,No,0,Yes
40,Month-to-month,No,Mailed check,65.1,2586,DSL,No,Yes,0,No
40,Month-to-month,Yes,Electronic check,81.2,3292.3,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Mailed check,72.9,651.4,DSL,Yes,No,0,Yes
63,Two year,No,Credit card (automatic),74.5,4674.55,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,80.5,232.35,Fiber optic,No,No,0,No
40,One year,No,Mailed check,60.3,2448.5,DSL,Yes,No,0,No
8,Month-to-month,Yes,Mailed check,75,658.1,Fiber optic,No,Yes,0,No
34,One year,No,Mailed check,90.15,3128.8,Fiber optic,Yes,Yes,1,No
5,Month-to-month,No,Mailed check,40,223.45,DSL,Yes,Yes,0,Yes
9,Month-to-month,Yes,Credit card (automatic),99.45,919.4,Fiber optic,No,No,1,Yes
9,Month-to-month,Yes,Credit card (automatic),69.05,653.95,DSL,No,No,0,No
31,Month-to-month,No,Bank transfer (automatic),59.7,1825.5,DSL,No,No,0,No
50,One year,Yes,Bank transfer (automatic),19.85,943.1,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,86.25,181.65,Fiber optic,Yes,Yes,0,Yes
1,Month-to-month,Yes,Electronic check,45.65,45.65,DSL,No,No,0,Yes
8,Month-to-month,Yes,Mailed check,70.1,551.35,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Electronic check,40.75,359.4,DSL,No,No,0,No
2,Month-to-month,Yes,Bank transfer (automatic),70.2,115.95,Fiber optic,No,No,1,Yes
3,Month-to-month,No,Electronic check,55.35,165.2,DSL,No,Yes,0,Yes
25,Month-to-month,Yes,Credit card (automatic),95.7,2338.35,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Electronic check,46.3,46.3,DSL,No,No,1,No
45,Month-to-month,No,Mailed check,81.3,3541.1,DSL,Yes,Yes,0,No
51,Month-to-month,Yes,Electronic check,84.2,4146.05,Fiber optic,No,No,1,Yes
55,Month-to-month,No,Credit card (automatic),20,1087.25,No,No internet service,No internet service,0,No
38,Month-to-month,Yes,Bank transfer (automatic),66.15,2522.4,DSL,No,Yes,0,No
2,Month-to-month,No,Mailed check,45.85,81,DSL,No,No,0,Yes
38,Month-to-month,No,Electronic check,19.6,717.3,No,No internet service,No internet service,0,No
34,Month-to-month,Yes,Electronic check,49.8,1734.2,DSL,No,No,0,No
70,One year,Yes,Electronic check,101.75,7069.3,Fiber optic,No,No,0,No
13,One year,No,Mailed check,55.15,742.9,DSL,Yes,Yes,0,No
39,Month-to-month,No,Electronic check,75.25,3017.65,Fiber optic,No,No,0,Yes
61,One year,Yes,Electronic check,103.95,6423,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Bank transfer (automatic),100.15,1164.3,Fiber optic,No,No,0,Yes
41,Two year,Yes,Credit card (automatic),99.65,4220.35,Fiber optic,Yes,No,0,No
21,Month-to-month,Yes,Electronic check,73.7,1558.7,Fiber optic,No,No,0,No
55,One year,Yes,Bank transfer (automatic),50.05,2743.45,DSL,No,No,1,No
69,Two year,No,Bank transfer (automatic),60.25,4055.5,DSL,Yes,Yes,0,No
26,Month-to-month,No,Electronic check,105.75,2710.25,Fiber optic,No,No,1,Yes
69,One year,No,Credit card (automatic),87.3,6055.55,Fiber optic,No,Yes,1,No
18,Month-to-month,Yes,Electronic check,48.35,810.7,DSL,No,No,1,Yes
47,Month-to-month,No,Electronic check,54.25,2538.2,DSL,No,No,0,No
72,Two year,No,Bank transfer (automatic),85.3,6129.2,DSL,Yes,Yes,0,No
33,Month-to-month,Yes,Electronic check,50,1750.85,DSL,Yes,No,1,No
2,Month-to-month,Yes,Mailed check,24.4,36.55,DSL,No,No,0,Yes
72,Two year,No,Credit card (automatic),90.95,6652.45,DSL,Yes,Yes,0,No
37,Month-to-month,Yes,Bank transfer (automatic),72.25,2575.45,Fiber optic,No,No,1,No
62,Month-to-month,Yes,Credit card (automatic),96.1,6019.35,Fiber optic,No,No,1,No
71,Two year,No,Credit card (automatic),19.85,1379.6,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Bank transfer (automatic),55.3,1284.2,DSL,Yes,No,0,No
16,One year,No,Mailed check,20.1,296.15,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Mailed check,69.5,653.25,DSL,Yes,Yes,0,No
17,Two year,Yes,Mailed check,25.15,412.6,No,No internet service,No internet service,0,No
4,Month-to-month,No,Bank transfer (automatic),20.95,85.5,No,No internet service,No internet service,0,Yes
1,Month-to-month,Yes,Electronic check,49.55,49.55,DSL,No,Yes,1,Yes
24,Month-to-month,Yes,Mailed check,79.65,1928.7,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,71.25,71.25,Fiber optic,No,No,1,No
72,Two year,No,Bank transfer (automatic),113.8,7845.8,Fiber optic,Yes,Yes,1,No
72,Two year,No,Electronic check,24.55,1750.7,No,No internet service,No internet service,0,No
11,Month-to-month,No,Credit card (automatic),19.7,216.2,No,No internet service,No internet service,0,No
9,Month-to-month,No,Mailed check,20.25,178.5,No,No internet service,No internet service,0,Yes
2,Month-to-month,No,Credit card (automatic),50.15,115.1,DSL,No,No,1,Yes
60,One year,Yes,Credit card (automatic),100.5,6029,Fiber optic,No,No,1,No
29,Month-to-month,Yes,Electronic check,95.9,2745.2,Fiber optic,No,No,1,Yes
49,Two year,Yes,Bank transfer (automatic),74.45,3721.9,DSL,Yes,No,0,No
30,Month-to-month,Yes,Electronic check,104.1,3121.1,Fiber optic,No,No,1,No
53,One year,No,Credit card (automatic),19.05,990.45,No,No internet service,No internet service,0,No
39,Two year,No,Mailed check,25,1004.35,No,No internet service,No internet service,0,No
9,Month-to-month,No,Mailed check,19.05,157.65,No,No internet service,No internet service,0,No
39,One year,No,Electronic check,81.9,3219.75,Fiber optic,Yes,No,0,No
8,Month-to-month,Yes,Electronic check,69.7,572.85,Fiber optic,No,No,1,No
51,One year,Yes,Electronic check,90.15,4554.85,Fiber optic,No,No,0,No
71,Two year,No,Credit card (automatic),25.35,1847.55,No,No internet service,No internet service,0,No
71,Two year,Yes,Mailed check,24.65,1766.75,No,No internet service,No internet service,1,No
70,Two year,Yes,Credit card (automatic),19.55,1462.05,No,No internet service,No internet service,1,No
1,Month-to-month,No,Electronic check,25.25,25.25,DSL,No,No,1,Yes
38,Two year,Yes,Bank transfer (automatic),60,2193.2,DSL,Yes,Yes,0,No
28,Month-to-month,No,Credit card (automatic),89.9,2433.5,Fiber optic,No,No,0,No
32,Month-to-month,No,Bank transfer (automatic),19.4,641.15,No,No internet service,No internet service,0,No
49,Two year,No,Mailed check,49.8,2398.4,DSL,No,No,1,No
37,Two year,Yes,Bank transfer (automatic),24.1,861.85,No,No internet service,No internet service,0,No
10,Month-to-month,No,Electronic check,54.25,583,DSL,Yes,No,0,No
67,One year,No,Credit card (automatic),109.9,7332.4,Fiber optic,No,Yes,0,No
7,One year,Yes,Credit card (automatic),35.5,249.55,DSL,Yes,No,0,No
51,One year,No,Credit card (automatic),87.55,4475.9,Fiber optic,No,No,0,No
9,Month-to-month,No,Electronic check,45.15,416.45,DSL,No,No,0,Yes
9,Month-to-month,Yes,Mailed check,88.4,788.6,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Mailed check,50.8,202.3,DSL,Yes,No,0,No
71,Two year,Yes,Electronic check,99,6994.6,Fiber optic,No,Yes,0,No
50,Month-to-month,Yes,Bank transfer (automatic),84.4,4116.15,Fiber optic,No,No,0,Yes
24,Two year,Yes,Electronic check,96.55,2263.45,Fiber optic,No,No,1,No
22,One year,Yes,Bank transfer (automatic),59.75,1374.35,DSL,No,Yes,0,No
44,Month-to-month,Yes,Electronic check,111.5,4915.15,Fiber optic,No,Yes,0,No
33,Month-to-month,No,Bank transfer (automatic),24.25,838.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,75.1,75.1,Fiber optic,No,No,0,Yes
54,One year,Yes,Credit card (automatic),70.15,3715.65,DSL,No,No,0,Yes
42,Month-to-month,Yes,Electronic check,101.75,4273.45,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,45.8,45.8,DSL,No,No,0,Yes
1,Month-to-month,No,Mailed check,20.5,20.5,No,No internet service,No internet service,0,No
30,One year,No,Electronic check,70.4,2044.75,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,30.55,30.55,DSL,Yes,No,0,No
16,Month-to-month,No,Electronic check,84.9,1398.25,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,20.1,20.1,No,No internet service,No internet service,0,Yes
9,Month-to-month,No,Mailed check,40.65,328.95,DSL,Yes,No,0,Yes
46,Month-to-month,Yes,Electronic check,101,4680.05,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,69.1,69.1,Fiber optic,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),54.5,3778.2,DSL,Yes,Yes,0,No
43,Month-to-month,Yes,Credit card (automatic),75.35,3161.4,Fiber optic,No,No,0,No
50,One year,Yes,Bank transfer (automatic),44.45,2188.45,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Mailed check,75,999.45,Fiber optic,No,No,0,Yes
19,One year,No,Bank transfer (automatic),100,1888.65,Fiber optic,Yes,No,0,Yes
41,Month-to-month,No,Bank transfer (automatic),98.05,3990.6,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,71.15,71.15,Fiber optic,No,No,1,Yes
24,Month-to-month,Yes,Credit card (automatic),54.15,1240.25,DSL,No,No,0,Yes
40,One year,No,Bank transfer (automatic),63.9,2635,DSL,No,No,0,No
3,Month-to-month,Yes,Bank transfer (automatic),69.15,235,DSL,No,No,0,No
37,One year,No,Bank transfer (automatic),64.65,2347.85,DSL,No,Yes,0,No
67,Two year,Yes,Credit card (automatic),108.75,7156.2,Fiber optic,Yes,Yes,0,Yes
32,Month-to-month,Yes,Electronic check,98.85,3089.6,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Electronic check,49.15,270.8,DSL,Yes,No,0,Yes
32,Month-to-month,No,Electronic check,89.6,2901.8,Fiber optic,No,Yes,0,No
59,Month-to-month,Yes,Electronic check,83.25,4949.1,Fiber optic,No,No,0,No
30,One year,No,Bank transfer (automatic),70.25,2198.9,DSL,Yes,No,0,No
20,Month-to-month,Yes,Electronic check,19.4,374.5,No,No internet service,No internet service,0,Yes
27,Two year,No,Electronic check,24.5,761.95,No,No internet service,No internet service,0,No
20,Month-to-month,Yes,Electronic check,79.15,1520.9,Fiber optic,No,Yes,1,Yes
9,One year,No,Mailed check,20.1,190.25,No,No internet service,No internet service,0,No
68,One year,Yes,Credit card (automatic),73,5163,DSL,No,Yes,0,No
69,Two year,No,Credit card (automatic),61.4,4059.85,DSL,Yes,Yes,0,No
26,Month-to-month,Yes,Mailed check,84.3,2281.6,Fiber optic,Yes,No,0,No
69,Two year,No,Bank transfer (automatic),19.9,1356.7,No,No internet service,No internet service,0,No
11,Two year,No,Mailed check,20.4,231.45,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,50.75,50.75,DSL,No,No,0,No
10,One year,No,Mailed check,20.45,242.4,No,No internet service,No internet service,0,No
55,One year,Yes,Bank transfer (automatic),75.75,4264.25,DSL,Yes,Yes,0,No
44,One year,No,Electronic check,65.4,2774.55,DSL,Yes,Yes,0,No
46,Month-to-month,Yes,Electronic check,80.4,3605.2,Fiber optic,No,No,1,Yes
69,Two year,Yes,Bank transfer (automatic),59.75,4069.9,DSL,No,Yes,0,No
11,Month-to-month,Yes,Electronic check,78.5,874.2,Fiber optic,No,No,1,No
11,Month-to-month,Yes,Electronic check,102,1145.35,Fiber optic,No,No,0,Yes
29,Month-to-month,No,Bank transfer (automatic),48.95,1323.7,DSL,No,No,0,No
57,Month-to-month,Yes,Electronic check,99.65,5497.05,Fiber optic,No,Yes,0,No
28,One year,No,Credit card (automatic),18.25,534.7,No,No internet service,No internet service,0,No
42,Month-to-month,No,Credit card (automatic),54.55,2455.05,DSL,No,Yes,0,No
2,Month-to-month,No,Mailed check,20.65,38.7,No,No internet service,No internet service,0,Yes
23,One year,No,Bank transfer (automatic),40.65,947.4,DSL,Yes,Yes,0,No
18,Month-to-month,No,Mailed check,20.45,357,No,No internet service,No internet service,0,No
62,One year,No,Bank transfer (automatic),24.8,1476.25,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,70.8,70.8,Fiber optic,No,No,0,Yes
16,Month-to-month,Yes,Credit card (automatic),89.05,1448.6,Fiber optic,Yes,No,0,Yes
3,Month-to-month,Yes,Electronic check,96.6,291.9,Fiber optic,No,No,0,Yes
67,One year,Yes,Bank transfer (automatic),88.8,5903.15,DSL,Yes,Yes,0,No
62,Two year,Yes,Credit card (automatic),20.05,1201.65,No,No internet service,No internet service,0,No
57,Month-to-month,Yes,Credit card (automatic),104.5,5921.35,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,69.8,146.65,Fiber optic,No,No,0,No
23,Two year,Yes,Bank transfer (automatic),77.15,1759.4,DSL,Yes,Yes,0,No
25,Two year,No,Bank transfer (automatic),35.05,844.45,DSL,Yes,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),108.1,7774.05,Fiber optic,Yes,No,1,No
2,Month-to-month,Yes,Electronic check,84.05,134.05,Fiber optic,No,No,0,No
8,One year,Yes,Bank transfer (automatic),20.2,140.95,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Mailed check,50.6,249.95,DSL,No,No,0,Yes
35,Month-to-month,No,Electronic check,49.2,1701.65,DSL,No,No,0,No
24,One year,No,Electronic check,24.6,592.65,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,71.65,135.75,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),104.9,7732.65,Fiber optic,Yes,Yes,0,No
41,Month-to-month,Yes,Electronic check,106.5,4282.4,Fiber optic,Yes,Yes,0,No
4,Month-to-month,No,Electronic check,49.35,219.65,DSL,No,Yes,0,Yes
26,One year,No,Bank transfer (automatic),75.5,2018.1,Fiber optic,No,No,0,No
7,Month-to-month,Yes,Electronic check,94.25,669,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,68.95,68.95,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Mailed check,58.5,224.85,DSL,Yes,No,0,No
48,Two year,No,Credit card (automatic),78.9,3771.5,DSL,Yes,No,0,No
2,Month-to-month,Yes,Electronic check,93.85,196.75,Fiber optic,No,No,1,Yes
12,One year,Yes,Electronic check,79.2,943.85,DSL,Yes,Yes,1,No
60,Month-to-month,Yes,Bank transfer (automatic),109.45,6572.85,Fiber optic,Yes,Yes,0,No
55,Two year,Yes,Electronic check,59.2,3175.85,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,29.15,29.15,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.05,20.05,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,76.05,318.9,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,24.45,24.45,DSL,No,No,0,Yes
42,Two year,No,Credit card (automatic),66.5,2762.75,DSL,Yes,No,0,No
1,Month-to-month,No,Bank transfer (automatic),49.55,49.55,DSL,No,Yes,0,No
7,Month-to-month,Yes,Credit card (automatic),89.35,631.85,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Credit card (automatic),73.6,232.5,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),82.65,5919.35,DSL,No,Yes,0,No
15,Month-to-month,Yes,Electronic check,49,749.25,DSL,No,No,0,No
4,Month-to-month,Yes,Electronic check,80.35,307.4,Fiber optic,No,No,0,Yes
11,One year,No,Electronic check,25.2,245.15,No,No internet service,No internet service,0,No
5,Month-to-month,No,Mailed check,25.45,134.75,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,55.8,55.8,DSL,No,Yes,1,Yes
72,Two year,Yes,Credit card (automatic),110.9,8240.85,Fiber optic,Yes,Yes,0,No
55,Month-to-month,Yes,Credit card (automatic),77.75,4266.4,Fiber optic,No,No,0,No
40,Month-to-month,Yes,Electronic check,26.2,1077.5,No,No internet service,No internet service,0,No
57,Two year,No,Bank transfer (automatic),19.9,1115.6,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.05,79.05,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,95,95,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,25.2,25.2,DSL,No,No,0,Yes
52,One year,Yes,Electronic check,80.85,4079.55,DSL,No,No,1,No
41,Month-to-month,Yes,Electronic check,98.4,4187.75,Fiber optic,No,No,1,Yes
43,One year,Yes,Mailed check,56.35,2391.15,DSL,No,No,0,No
47,Two year,No,Bank transfer (automatic),19.3,890.5,No,No internet service,No internet service,0,No
3,Month-to-month,No,Bank transfer (automatic),50.4,137.25,DSL,No,No,0,No
66,Two year,No,Credit card (automatic),79.4,5154.6,DSL,Yes,Yes,1,Yes
55,Two year,Yes,Credit card (automatic),55.25,3119.9,DSL,Yes,No,0,No
29,One year,No,Mailed check,19.1,529.5,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,84.05,966.55,Fiber optic,No,No,0,No
66,Month-to-month,Yes,Electronic check,105.2,6936.85,Fiber optic,No,No,0,No
35,Month-to-month,Yes,Electronic check,101.4,3496.3,Fiber optic,No,No,1,Yes
10,Month-to-month,Yes,Electronic check,89.8,914.3,Fiber optic,No,No,1,Yes
27,Month-to-month,Yes,Bank transfer (automatic),75.75,1929,Fiber optic,No,No,0,No
58,Month-to-month,Yes,Electronic check,95.3,5817.7,Fiber optic,Yes,No,0,No
54,Two year,No,Bank transfer (automatic),109.75,6110.2,Fiber optic,Yes,Yes,0,Yes
9,Month-to-month,No,Mailed check,19.85,178.8,No,No internet service,No internet service,0,No
2,One year,No,Credit card (automatic),19.3,28.3,No,No internet service,No internet service,0,Yes
6,Month-to-month,Yes,Electronic check,69.1,435,Fiber optic,No,No,0,No
26,Month-to-month,Yes,Electronic check,91.25,2351.8,Fiber optic,No,No,1,Yes
9,Month-to-month,No,Mailed check,20.25,186.15,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Mailed check,54.75,445.85,DSL,No,No,0,No
12,Month-to-month,Yes,Electronic check,81.45,912,Fiber optic,No,No,0,No
15,Month-to-month,Yes,Electronic check,49.1,679.55,DSL,No,No,0,Yes
43,One year,Yes,Electronic check,80.2,3581.6,DSL,No,Yes,0,No
42,Month-to-month,Yes,Electronic check,100.3,4222.95,Fiber optic,Yes,No,0,No
31,Month-to-month,No,Credit card (automatic),65.25,1994.3,DSL,Yes,Yes,0,Yes
66,Two year,Yes,Credit card (automatic),90.95,5930.05,Fiber optic,Yes,Yes,0,No
18,Month-to-month,Yes,Electronic check,85.45,1505.85,Fiber optic,Yes,No,1,Yes
1,Month-to-month,No,Mailed check,20,20,No,No internet service,No internet service,0,No
61,Two year,Yes,Electronic check,94.1,5638.3,Fiber optic,Yes,No,0,Yes
10,Month-to-month,No,Electronic check,79.85,797.25,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,71.65,71.65,Fiber optic,No,No,1,Yes
18,Month-to-month,Yes,Electronic check,73.55,1359.45,Fiber optic,No,No,1,No
24,Month-to-month,Yes,Electronic check,104.65,2542.45,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Mailed check,19.3,54.7,No,No internet service,No internet service,0,No
50,One year,No,Credit card (automatic),20.15,989.05,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,44.55,44.55,DSL,No,No,0,No
2,Month-to-month,Yes,Mailed check,54.45,87.3,DSL,Yes,Yes,0,No
17,One year,Yes,Bank transfer (automatic),19.65,351.55,No,No internet service,No internet service,0,No
69,Two year,Yes,Electronic check,105,7297.75,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),88.7,6301.7,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,74.25,210.3,Fiber optic,No,No,0,Yes
50,Two year,Yes,Bank transfer (automatic),75.15,3822.45,DSL,No,Yes,1,No
53,Two year,No,Mailed check,20.25,1048.45,No,No internet service,No internet service,0,No
58,Two year,Yes,Credit card (automatic),109.1,6393.65,Fiber optic,Yes,Yes,0,No
46,One year,Yes,Bank transfer (automatic),30.75,1489.3,DSL,No,Yes,0,No
72,Month-to-month,Yes,Credit card (automatic),112.9,8061.5,Fiber optic,Yes,Yes,1,No
1,Month-to-month,Yes,Electronic check,74.2,74.2,Fiber optic,No,No,1,Yes
6,Month-to-month,Yes,Mailed check,94.05,518.75,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),78.85,5763.15,DSL,Yes,Yes,0,No
4,Month-to-month,Yes,Mailed check,55.3,238.5,DSL,No,No,0,No
52,Two year,No,Mailed check,19.35,1031.7,No,No internet service,No internet service,0,No
0,Two year,No,Mailed check,25.35, ,No,No internet service,No internet service,0,No
2,One year,No,Mailed check,20.45,34.8,No,No internet service,No internet service,0,No
65,Two year,No,Bank transfer (automatic),19.35,1319.95,No,No internet service,No internet service,0,No
43,Month-to-month,Yes,Electronic check,101,4388.4,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Electronic check,100.2,420.2,Fiber optic,No,No,0,Yes
25,One year,Yes,Electronic check,89.05,2177.45,Fiber optic,No,Yes,1,Yes
51,One year,Yes,Credit card (automatic),78.65,3950.85,DSL,Yes,No,0,No
12,Month-to-month,No,Bank transfer (automatic),74.75,827.05,DSL,No,No,0,No
57,One year,Yes,Bank transfer (automatic),70.1,3913.3,DSL,No,Yes,0,Yes
24,One year,No,Mailed check,19.9,533.5,No,No internet service,No internet service,0,No
64,One year,No,Bank transfer (automatic),58.35,3756.45,DSL,Yes,No,0,No
4,One year,Yes,Electronic check,105.65,443.9,Fiber optic,Yes,No,0,Yes
26,Month-to-month,Yes,Bank transfer (automatic),100.5,2599.95,Fiber optic,No,No,0,No
15,Month-to-month,No,Mailed check,20.05,284.3,No,No internet service,No internet service,0,No
64,Two year,No,Credit card (automatic),25.65,1740.8,No,No internet service,No internet service,1,No
36,Month-to-month,Yes,Electronic check,96.5,3436.1,Fiber optic,No,No,1,Yes
27,Month-to-month,No,Credit card (automatic),95,2462.55,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,70.85,70.85,Fiber optic,No,No,1,Yes
35,One year,Yes,Credit card (automatic),85.95,3110.1,DSL,Yes,Yes,0,Yes
4,Month-to-month,Yes,Electronic check,73.9,280.85,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Electronic check,45.45,411.75,DSL,No,No,0,No
10,Month-to-month,Yes,Credit card (automatic),20,198.6,No,No internet service,No internet service,0,No
2,Month-to-month,No,Mailed check,49.2,103.7,DSL,No,No,0,No
58,Two year,Yes,Bank transfer (automatic),109.45,6144.55,Fiber optic,No,Yes,0,Yes
51,Two year,Yes,Credit card (automatic),83.25,4089.45,DSL,Yes,Yes,0,No
46,Two year,Yes,Mailed check,19.25,864.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Bank transfer (automatic),19.65,19.65,No,No internet service,No internet service,0,No
46,Month-to-month,No,Bank transfer (automatic),72.8,3249.4,Fiber optic,No,No,0,No
50,Month-to-month,Yes,Bank transfer (automatic),109.65,5405.8,Fiber optic,Yes,Yes,0,No
53,Month-to-month,No,Credit card (automatic),65,3363.8,DSL,Yes,No,0,No
61,Month-to-month,Yes,Electronic check,114.1,7132.15,Fiber optic,Yes,No,0,No
5,Month-to-month,No,Bank transfer (automatic),20.65,93.55,No,No internet service,No internet service,0,No
47,One year,Yes,Bank transfer (automatic),86.95,4138.9,DSL,Yes,Yes,0,No
54,One year,Yes,Bank transfer (automatic),94.75,5121.75,Fiber optic,No,No,0,No
19,Month-to-month,Yes,Credit card (automatic),25.35,566.1,DSL,No,No,0,No
26,Two year,Yes,Electronic check,105.45,2715.3,Fiber optic,Yes,No,0,No
70,Two year,No,Mailed check,25.4,1782.05,No,No internet service,No internet service,0,No
17,Month-to-month,Yes,Electronic check,102.55,1742.5,Fiber optic,No,No,0,No
30,Month-to-month,Yes,Electronic check,100.2,2983.8,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,24,24,No,No internet service,No internet service,0,No
19,Two year,No,Mailed check,25.6,485.9,No,No internet service,No internet service,0,No
26,Two year,Yes,Credit card (automatic),73.5,1905.7,DSL,No,No,0,No
21,Month-to-month,Yes,Bank transfer (automatic),74.05,1565.7,Fiber optic,No,No,0,Yes
50,One year,Yes,Electronic check,98.25,4858.7,Fiber optic,No,No,0,No
68,One year,Yes,Electronic check,54.4,3723.65,DSL,No,Yes,0,No
3,Month-to-month,Yes,Bank transfer (automatic),101.55,298.35,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Electronic check,103.1,970.45,Fiber optic,Yes,No,0,No
51,Two year,No,Bank transfer (automatic),34.2,1782,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Electronic check,43.75,405.7,DSL,No,No,0,No
41,One year,Yes,Electronic check,111.95,4534.9,Fiber optic,Yes,No,1,Yes
22,Month-to-month,Yes,Electronic check,100.65,2415.95,Fiber optic,No,No,0,No
21,One year,Yes,Electronic check,55.95,1157.05,DSL,No,Yes,0,Yes
71,Two year,Yes,Bank transfer (automatic),116.05,8297.5,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,45.75,45.75,DSL,No,No,0,Yes
26,One year,Yes,Credit card (automatic),82,2083.1,DSL,Yes,No,0,No
71,Two year,No,Bank transfer (automatic),65.15,4681.75,DSL,Yes,Yes,0,No
4,Month-to-month,Yes,Credit card (automatic),44.8,176.2,DSL,No,No,0,No
12,Month-to-month,Yes,Electronic check,79.8,1001.2,Fiber optic,No,Yes,0,No
18,Month-to-month,Yes,Electronic check,88.85,1594.75,Fiber optic,Yes,No,0,No
3,Month-to-month,Yes,Electronic check,74.95,212.4,Fiber optic,No,No,0,No
72,One year,Yes,Bank transfer (automatic),106.85,7677.4,Fiber optic,No,Yes,1,No
11,Month-to-month,No,Electronic check,74.95,815.5,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Credit card (automatic),80.15,80.15,Fiber optic,No,No,0,Yes
13,One year,No,Credit card (automatic),19.3,259.65,No,No internet service,No internet service,0,No
72,One year,Yes,Electronic check,109.25,8109.8,Fiber optic,Yes,No,0,Yes
42,One year,No,Credit card (automatic),56.1,2386.85,DSL,No,Yes,0,No
17,Month-to-month,No,Credit card (automatic),19.7,340.35,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Mailed check,51.3,419.35,DSL,No,No,1,No
68,Two year,No,Mailed check,118.6,7990.05,Fiber optic,Yes,Yes,0,No
56,Two year,No,Bank transfer (automatic),24.15,1402.25,No,No internet service,No internet service,0,No
38,One year,No,Mailed check,20.3,749.35,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,115.5,8425.15,Fiber optic,Yes,Yes,0,No
48,One year,No,Credit card (automatic),25.05,1171.5,No,No internet service,No internet service,0,No
52,Month-to-month,Yes,Electronic check,109.1,5647.95,Fiber optic,No,Yes,1,No
35,One year,No,Mailed check,19.65,708.8,No,No internet service,No internet service,0,No
67,Two year,Yes,Bank transfer (automatic),111.3,7567.2,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,29.9,29.9,DSL,No,Yes,0,No
53,Month-to-month,Yes,Mailed check,80.6,4348.1,Fiber optic,Yes,No,0,No
34,Month-to-month,No,Mailed check,20.8,635.9,No,No internet service,No internet service,0,No
3,Month-to-month,No,Credit card (automatic),35.2,108.95,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,78.8,78.8,Fiber optic,No,No,0,Yes
19,Month-to-month,No,Mailed check,89.95,1682.4,Fiber optic,Yes,No,0,No
60,Two year,Yes,Bank transfer (automatic),116.05,6925.9,Fiber optic,Yes,Yes,1,No
11,Two year,No,Credit card (automatic),19.55,223.15,No,No internet service,No internet service,0,No
47,Month-to-month,Yes,Electronic check,106.4,5127.95,Fiber optic,No,No,0,Yes
18,Month-to-month,No,Electronic check,49.4,874.8,DSL,No,Yes,0,Yes
60,Two year,No,Credit card (automatic),115.25,6758.45,Fiber optic,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),24.8,1874.3,No,No internet service,No internet service,0,No
39,One year,No,Mailed check,19.9,791.15,No,No internet service,No internet service,0,No
59,One year,Yes,Credit card (automatic),81.25,4639.45,Fiber optic,No,Yes,0,No
2,Month-to-month,No,Mailed check,69.95,143.9,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,69.1,69.1,Fiber optic,No,No,1,Yes
20,Month-to-month,Yes,Electronic check,90.2,1776.55,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Bank transfer (automatic),93.55,536.4,Fiber optic,No,No,0,Yes
71,Two year,Yes,Credit card (automatic),86.4,6172,Fiber optic,Yes,No,0,No
24,Month-to-month,No,Mailed check,66.3,1559.45,DSL,No,Yes,0,No
67,Month-to-month,Yes,Credit card (automatic),94.65,6079,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Mailed check,80.85,80.85,Fiber optic,No,No,0,Yes
48,One year,Yes,Mailed check,82.05,4029.95,Fiber optic,No,No,0,Yes
37,One year,No,Mailed check,72.1,2658.4,DSL,Yes,No,0,No
11,Month-to-month,No,Mailed check,34.7,383.55,DSL,No,No,0,No
3,Month-to-month,Yes,Credit card (automatic),20.55,51.15,No,No internet service,No internet service,0,Yes
18,Month-to-month,Yes,Credit card (automatic),95.95,1745.5,Fiber optic,No,No,0,No
50,One year,Yes,Bank transfer (automatic),44.8,2230.85,DSL,No,No,0,No
67,One year,Yes,Electronic check,109.4,7281.6,Fiber optic,Yes,Yes,0,No
25,Month-to-month,Yes,Mailed check,71.05,1837.7,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,78.55,149.55,Fiber optic,No,No,1,Yes
9,Month-to-month,No,Credit card (automatic),19.7,180.7,No,No internet service,No internet service,0,No
10,One year,No,Mailed check,40.25,411.45,DSL,Yes,Yes,0,No
70,Two year,No,Credit card (automatic),19.85,1328.35,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Bank transfer (automatic),68.25,576.95,DSL,Yes,Yes,0,No
4,Month-to-month,Yes,Credit card (automatic),20.15,68.45,No,No internet service,No internet service,0,No
2,Month-to-month,No,Mailed check,50.95,123.05,DSL,No,Yes,0,No
1,Month-to-month,No,Electronic check,78.65,78.65,Fiber optic,No,No,0,Yes
19,Month-to-month,Yes,Bank transfer (automatic),25.15,468.35,DSL,No,No,0,No
7,Month-to-month,Yes,Bank transfer (automatic),20.25,174.7,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,42.9,42.9,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,44,44,DSL,No,No,1,No
9,One year,No,Mailed check,20.25,172.35,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,34.25,139.35,DSL,Yes,Yes,0,Yes
9,Month-to-month,No,Mailed check,58.5,539.85,DSL,Yes,Yes,0,Yes
5,Month-to-month,No,Credit card (automatic),55.8,300.4,DSL,No,Yes,0,No
56,One year,No,Bank transfer (automatic),88.9,4968,Fiber optic,No,No,0,No
18,Month-to-month,No,Mailed check,57.65,992.7,DSL,No,Yes,0,No
49,Month-to-month,Yes,Electronic check,96.2,4718.25,Fiber optic,No,No,1,Yes
70,Two year,No,Mailed check,79.15,5536.5,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),108.05,7806.6,Fiber optic,Yes,No,0,No
6,Month-to-month,No,Electronic check,74.4,434.1,Fiber optic,No,No,1,Yes
17,Month-to-month,Yes,Electronic check,94.8,1563.9,Fiber optic,No,No,1,No
29,Month-to-month,Yes,Electronic check,45.9,1332.4,DSL,No,No,0,No
6,Month-to-month,Yes,Electronic check,105.3,545.2,Fiber optic,No,No,0,Yes
63,Two year,No,Electronic check,102.6,6296.75,Fiber optic,No,No,0,No
16,Month-to-month,Yes,Bank transfer (automatic),73.85,1284.2,Fiber optic,No,No,0,Yes
59,One year,Yes,Bank transfer (automatic),61.35,3645.5,DSL,No,No,0,No
3,Month-to-month,No,Electronic check,57.55,161.45,DSL,No,No,0,No
8,Month-to-month,Yes,Mailed check,29.25,226.95,DSL,No,No,0,No
7,Month-to-month,Yes,Electronic check,84.55,646.85,Fiber optic,No,No,1,Yes
68,Two year,No,Credit card (automatic),19.6,1441.65,No,No internet service,No internet service,0,No
68,Two year,No,Credit card (automatic),111.75,7511.3,Fiber optic,Yes,Yes,0,No
52,One year,Yes,Electronic check,106.5,5621.85,Fiber optic,No,No,1,No
72,Two year,Yes,Credit card (automatic),107.7,7919.8,Fiber optic,Yes,Yes,0,No
32,One year,No,Mailed check,19.3,593.2,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),20.05,1423.65,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Credit card (automatic),69.95,69.95,Fiber optic,No,No,0,No
42,One year,No,Credit card (automatic),63.7,2763.35,DSL,Yes,Yes,0,No
25,Two year,No,Credit card (automatic),24.75,692.1,No,No internet service,No internet service,0,Yes
45,Month-to-month,Yes,Bank transfer (automatic),50.9,2298.55,DSL,No,Yes,0,No
43,One year,Yes,Credit card (automatic),60.4,2640.55,DSL,Yes,Yes,0,No
37,One year,No,Mailed check,79.25,2911.8,DSL,No,Yes,0,No
20,Month-to-month,Yes,Credit card (automatic),85.8,1727.5,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Electronic check,24.45,86.6,DSL,No,No,0,Yes
63,Two year,Yes,Credit card (automatic),110.1,6705.7,Fiber optic,Yes,Yes,0,No
3,Month-to-month,No,Mailed check,90.7,237.65,Fiber optic,No,No,0,No
66,Two year,Yes,Credit card (automatic),25.3,1672.35,No,No internet service,No internet service,0,No
28,Month-to-month,Yes,Electronic check,105.7,2979.5,Fiber optic,No,No,0,Yes
8,Month-to-month,No,Electronic check,85.2,695.75,Fiber optic,No,No,1,No
71,Two year,No,Mailed check,24.35,1654.6,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,24.25,24.25,DSL,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),25.1,1857.85,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Bank transfer (automatic),54.55,825.1,DSL,No,Yes,1,No
66,Two year,No,Mailed check,96.6,6424.25,Fiber optic,Yes,Yes,0,No
11,Month-to-month,Yes,Electronic check,76.5,837.95,Fiber optic,No,No,0,Yes
51,One year,Yes,Credit card (automatic),81.15,4126.2,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Electronic check,38.5,330.8,DSL,No,Yes,0,No
14,Month-to-month,Yes,Electronic check,92.9,1337.45,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Electronic check,93.5,362.2,Fiber optic,Yes,No,0,Yes
70,Two year,No,Mailed check,84.7,5991.05,DSL,No,Yes,0,No
70,Two year,No,Electronic check,66,4891.5,DSL,Yes,Yes,0,No
54,One year,Yes,Credit card (automatic),101.5,5373.1,Fiber optic,No,No,1,Yes
28,Month-to-month,Yes,Bank transfer (automatic),74.9,2068.55,Fiber optic,No,Yes,0,Yes
24,Two year,No,Mailed check,20.75,487.05,No,No internet service,No internet service,0,No
69,Two year,Yes,Credit card (automatic),61.45,4131.2,DSL,No,No,0,No
42,Month-to-month,No,Mailed check,54.5,2301.15,DSL,No,Yes,0,No
2,Month-to-month,Yes,Electronic check,69.6,131.65,Fiber optic,No,No,1,Yes
39,Month-to-month,Yes,Electronic check,99.75,4036,Fiber optic,No,No,1,No
45,Two year,Yes,Bank transfer (automatic),109.75,4900.65,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),80.85,5727.45,DSL,Yes,Yes,0,No
38,Two year,No,Mailed check,20.3,743.05,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),67.8,4804.65,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,24.05,24.05,No,No internet service,No internet service,0,Yes
72,Two year,Yes,Credit card (automatic),19.8,1414.65,No,No internet service,No internet service,0,No
55,Two year,No,Bank transfer (automatic),25.7,1443.65,No,No internet service,No internet service,0,No
51,One year,Yes,Electronic check,56.15,2898.95,DSL,Yes,No,0,No
63,Two year,Yes,Bank transfer (automatic),86.7,5309.5,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,20.4,20.4,No,No internet service,No internet service,0,No
23,Two year,Yes,Mailed check,19.65,451.55,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,50.55,50.55,DSL,No,No,0,Yes
2,Month-to-month,Yes,Mailed check,54.35,117.05,DSL,Yes,No,0,No
52,Month-to-month,No,Credit card (automatic),108.1,5839.3,Fiber optic,No,Yes,1,No
36,One year,No,Mailed check,54.45,1893.5,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,45.35,45.35,DSL,No,No,0,No
28,One year,No,Mailed check,59,1654.45,DSL,No,Yes,0,No
7,One year,No,Electronic check,69.45,477.05,DSL,No,Yes,0,No
14,Month-to-month,Yes,Electronic check,100.55,1415.55,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),64.95,4546,DSL,Yes,Yes,1,No
1,Month-to-month,Yes,Mailed check,20.5,20.5,No,No internet service,No internet service,0,Yes
10,Month-to-month,No,Mailed check,18.85,163.2,No,No internet service,No internet service,0,No
42,One year,No,Bank transfer (automatic),19.8,849.9,No,No internet service,No internet service,0,No
7,Month-to-month,No,Bank transfer (automatic),25.05,189.95,DSL,No,No,0,No
4,Month-to-month,Yes,Bank transfer (automatic),74.8,321.9,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),114.3,8058.55,Fiber optic,Yes,Yes,0,No
20,Month-to-month,Yes,Electronic check,24.45,482.8,DSL,No,No,0,Yes
63,Two year,No,Credit card (automatic),109.2,7049.75,Fiber optic,Yes,Yes,0,No
56,Two year,No,Bank transfer (automatic),45.05,2560.1,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Mailed check,51,286.8,DSL,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),110.45,7982.5,Fiber optic,Yes,No,0,No
68,Month-to-month,Yes,Electronic check,84.65,5683.6,Fiber optic,No,No,1,No
67,One year,No,Mailed check,60.05,3994.05,DSL,Yes,Yes,0,No
8,Month-to-month,No,Bank transfer (automatic),44.65,369.15,DSL,No,No,0,No
52,Month-to-month,Yes,Bank transfer (automatic),93.25,4631.7,Fiber optic,Yes,No,0,No
18,Month-to-month,Yes,Mailed check,20.25,401.95,No,No internet service,No internet service,0,No
59,Two year,No,Mailed check,25.45,1534.05,No,No internet service,No internet service,0,No
60,Two year,No,Mailed check,20.6,1093,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,94.1,701.3,Fiber optic,No,No,0,No
59,One year,No,Mailed check,34.8,1980.3,DSL,No,Yes,0,No
46,Two year,Yes,Bank transfer (automatic),60.75,2893.4,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,51.35,262.3,DSL,No,No,0,No
59,Two year,Yes,Credit card (automatic),64.05,3886.85,DSL,Yes,Yes,1,No
70,Two year,Yes,Bank transfer (automatic),84.8,5917.55,DSL,Yes,No,0,No
14,Month-to-month,Yes,Credit card (automatic),71,914,Fiber optic,No,No,0,Yes
44,Month-to-month,Yes,Mailed check,50.15,2139.1,DSL,No,No,0,No
64,Two year,Yes,Credit card (automatic),94.6,5948.7,Fiber optic,No,Yes,0,No
58,Two year,No,Mailed check,59.75,3624.35,DSL,Yes,Yes,0,No
46,One year,No,Electronic check,100.25,4753.85,Fiber optic,Yes,No,1,No
58,Month-to-month,Yes,Electronic check,98.9,5780.7,Fiber optic,No,No,1,No
72,Two year,Yes,Credit card (automatic),97.7,6869.7,Fiber optic,No,No,0,No
30,Month-to-month,Yes,Electronic check,40.3,1172.95,DSL,No,No,1,Yes
11,Month-to-month,No,Bank transfer (automatic),60.25,662.95,DSL,No,Yes,1,No
34,Month-to-month,Yes,Electronic check,56.25,1765.95,DSL,No,No,1,No
54,Two year,No,Bank transfer (automatic),46.2,2431.95,DSL,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,50.6,155.35,DSL,No,No,0,Yes
72,Two year,No,Mailed check,24.9,1859.2,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Electronic check,84.85,3303.05,Fiber optic,Yes,No,0,Yes
2,Month-to-month,No,Mailed check,65.7,134.35,DSL,No,No,0,Yes
54,Two year,No,Credit card (automatic),63.35,3409.1,DSL,No,No,0,No
14,Month-to-month,No,Bank transfer (automatic),50.1,709.5,DSL,No,Yes,0,No
1,Month-to-month,No,Electronic check,70.5,70.5,Fiber optic,No,No,0,Yes
10,Month-to-month,Yes,Electronic check,94.85,953.45,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,50.15,50.15,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,19.75,19.75,No,No internet service,No internet service,0,Yes
56,One year,Yes,Bank transfer (automatic),64.65,3665.55,DSL,Yes,Yes,0,No
68,Two year,Yes,Bank transfer (automatic),79.6,5515.8,DSL,Yes,Yes,0,No
14,One year,Yes,Mailed check,19.5,272,No,No internet service,No internet service,0,No
68,Two year,Yes,Electronic check,99.55,6668,Fiber optic,Yes,Yes,0,No
55,Month-to-month,Yes,Electronic check,74,4052.4,Fiber optic,No,No,1,No
16,Month-to-month,Yes,Electronic check,38.9,664.4,DSL,No,Yes,0,No
9,Month-to-month,Yes,Electronic check,79.55,718.55,Fiber optic,No,No,1,No
14,Month-to-month,Yes,Electronic check,65.45,937.6,DSL,No,Yes,0,Yes
58,Month-to-month,Yes,Electronic check,98.7,5812.6,Fiber optic,No,No,1,Yes
53,Month-to-month,Yes,Bank transfer (automatic),46.3,2546.85,DSL,No,Yes,0,No
70,Two year,Yes,Credit card (automatic),99.35,6944.5,Fiber optic,No,Yes,0,No
14,Month-to-month,Yes,Electronic check,95.8,1346.3,Fiber optic,No,No,1,No
22,One year,Yes,Bank transfer (automatic),67.5,1544.05,DSL,Yes,Yes,0,Yes
10,Month-to-month,Yes,Credit card (automatic),78.15,765.15,Fiber optic,No,Yes,0,No
29,Two year,No,Mailed check,26.1,692.55,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,69.6,69.6,Fiber optic,No,No,0,Yes
49,One year,No,Electronic check,84.35,4059.35,DSL,Yes,Yes,0,Yes
68,Month-to-month,Yes,Electronic check,100.2,6851.65,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Electronic check,78.05,78.05,Fiber optic,No,No,0,Yes
30,One year,Yes,Credit card (automatic),40.35,1187.05,DSL,Yes,No,0,No
72,Two year,No,Credit card (automatic),79.2,5401.9,DSL,Yes,Yes,0,No
10,Month-to-month,Yes,Mailed check,20.9,247,No,No internet service,No internet service,0,No
7,Month-to-month,No,Electronic check,73.6,520,Fiber optic,No,No,0,Yes
9,Month-to-month,Yes,Electronic check,74.75,706.6,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,49.9,49.9,DSL,No,Yes,0,No
20,Month-to-month,Yes,Credit card (automatic),68.9,1370.35,DSL,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,20.25,20.25,No,No internet service,No internet service,0,No
29,Month-to-month,Yes,Credit card (automatic),76,2215.25,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,74,74,Fiber optic,Yes,No,0,No
3,Month-to-month,Yes,Mailed check,82.3,214.4,Fiber optic,Yes,Yes,0,No
20,Month-to-month,Yes,Bank transfer (automatic),89.4,1871.15,Fiber optic,No,Yes,0,No
64,Month-to-month,Yes,Credit card (automatic),99.15,6171.2,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,20.2,20.2,No,No internet service,No internet service,0,Yes
6,Month-to-month,No,Bank transfer (automatic),29.45,161.45,DSL,No,Yes,0,No
50,Two year,No,Electronic check,19.8,1013.2,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Bank transfer (automatic),59.15,336.7,DSL,No,Yes,0,No
7,Month-to-month,No,Electronic check,44.75,333.65,DSL,No,No,0,No
72,Two year,Yes,Credit card (automatic),90.8,6511.8,Fiber optic,No,No,0,No
8,Month-to-month,Yes,Bank transfer (automatic),49.55,393.45,DSL,No,No,0,No
67,Two year,No,Credit card (automatic),106.7,7009.5,Fiber optic,Yes,Yes,0,No
24,Month-to-month,Yes,Electronic check,93.55,2264.05,Fiber optic,No,No,1,Yes
72,Two year,Yes,Credit card (automatic),94.45,6921.7,Fiber optic,No,Yes,0,No
33,One year,Yes,Bank transfer (automatic),19.45,600.25,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,25.05,56.35,DSL,No,No,0,Yes
70,Two year,No,Mailed check,67.95,4664.15,DSL,Yes,Yes,0,No
22,One year,No,Bank transfer (automatic),65.25,1441.8,DSL,No,No,0,No
59,Month-to-month,Yes,Bank transfer (automatic),99.45,5623.7,Fiber optic,No,Yes,0,No
36,One year,Yes,Credit card (automatic),20.35,695.85,No,No internet service,No internet service,0,No
51,Two year,No,Mailed check,19.95,1028.75,No,No internet service,No internet service,0,No
53,One year,No,Bank transfer (automatic),77.4,4155.95,DSL,Yes,Yes,0,No
20,One year,No,Bank transfer (automatic),19.7,395.6,No,No internet service,No internet service,0,No
63,Two year,No,Credit card (automatic),99.7,6330.4,Fiber optic,No,Yes,0,No
40,Month-to-month,No,Credit card (automatic),74.8,2971.7,Fiber optic,No,No,0,No
35,One year,Yes,Mailed check,19.15,638,No,No internet service,No internet service,0,No
26,One year,No,Bank transfer (automatic),78.95,2034.25,Fiber optic,No,No,0,No
27,Month-to-month,Yes,Electronic check,95.55,2510.2,Fiber optic,No,No,1,Yes
53,One year,No,Credit card (automatic),62.85,3419.5,DSL,Yes,Yes,0,No
34,Month-to-month,No,Credit card (automatic),71.55,2427.35,Fiber optic,No,No,1,No
19,Month-to-month,Yes,Electronic check,94.95,1760.25,Fiber optic,No,No,1,No
43,Month-to-month,Yes,Credit card (automatic),86.1,3551.65,Fiber optic,No,Yes,0,No
6,Month-to-month,No,Mailed check,19.55,122.9,No,No internet service,No internet service,0,No
56,Two year,Yes,Mailed check,24.8,1424.2,No,No internet service,No internet service,0,No
57,Month-to-month,Yes,Electronic check,39.3,2111.45,DSL,No,No,0,Yes
34,Month-to-month,Yes,Mailed check,84.05,2909.95,Fiber optic,No,No,0,No
10,Month-to-month,No,Electronic check,36.25,374,DSL,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,20.25,20.25,No,No internet service,No internet service,0,Yes
13,Month-to-month,Yes,Electronic check,23.9,300.8,DSL,No,No,0,Yes
56,Month-to-month,No,Electronic check,98.6,5581.05,Fiber optic,No,No,0,No
55,Month-to-month,Yes,Credit card (automatic),103.65,5676.65,Fiber optic,No,No,0,No
36,Two year,Yes,Credit card (automatic),92.9,3379.25,DSL,Yes,Yes,0,No
47,One year,No,Bank transfer (automatic),19.9,942.95,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Credit card (automatic),20.1,232.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,85.45,85.45,Fiber optic,No,No,0,Yes
24,Month-to-month,Yes,Electronic check,80.5,2088.45,Fiber optic,No,No,1,No
63,One year,No,Bank transfer (automatic),99.9,6137,Fiber optic,No,No,0,Yes
35,Month-to-month,Yes,Electronic check,39.85,1434.6,DSL,No,No,1,No
67,One year,No,Credit card (automatic),60.5,3870,DSL,Yes,Yes,0,No
25,Month-to-month,Yes,Electronic check,84.8,2043.45,Fiber optic,No,No,0,Yes
21,Month-to-month,No,Mailed check,103.85,2215,Fiber optic,No,Yes,0,No
13,Month-to-month,No,Bank transfer (automatic),67.8,842.25,DSL,Yes,Yes,0,No
35,Month-to-month,Yes,Electronic check,75.2,2576.2,Fiber optic,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),24.85,1901,No,No internet service,No internet service,1,No
29,Month-to-month,No,Credit card (automatic),19.35,601.6,No,No internet service,No internet service,0,No
71,Two year,No,Electronic check,49.35,3515.25,DSL,No,No,0,Yes
7,Month-to-month,Yes,Electronic check,89,605.45,Fiber optic,No,No,1,No
57,Month-to-month,Yes,Electronic check,55,3094.05,DSL,No,No,1,No
65,Two year,No,Bank transfer (automatic),76.15,4929.55,DSL,Yes,Yes,0,No
27,One year,No,Mailed check,20.3,595.05,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,74.9,469.8,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),117.35,8436.25,Fiber optic,Yes,Yes,1,No
1,Month-to-month,Yes,Mailed check,19.75,19.75,No,No internet service,No internet service,0,No
11,Month-to-month,No,Credit card (automatic),45.2,492,DSL,No,No,0,No
39,Two year,No,Mailed check,25.2,987.95,No,No internet service,No internet service,0,No
59,Month-to-month,Yes,Electronic check,89.75,5496.9,Fiber optic,No,Yes,1,No
26,One year,No,Bank transfer (automatic),75,1908.35,DSL,Yes,Yes,0,No
2,Month-to-month,No,Mailed check,49.95,107.1,DSL,No,No,1,No
72,Two year,No,Bank transfer (automatic),65.7,4575.35,DSL,Yes,Yes,0,No
65,One year,No,Credit card (automatic),67.05,4309.55,DSL,No,Yes,0,No
72,Two year,No,Credit card (automatic),110.9,7922.75,Fiber optic,Yes,No,0,No
6,Month-to-month,Yes,Bank transfer (automatic),87.95,522.35,Fiber optic,Yes,No,0,No
32,One year,No,Credit card (automatic),19.8,587.7,No,No internet service,No internet service,1,No
50,One year,No,Bank transfer (automatic),75.7,3876.2,DSL,No,No,0,No
61,Two year,Yes,Mailed check,62.15,3778.85,DSL,Yes,Yes,0,No
15,Month-to-month,Yes,Electronic check,101.25,1457.25,Fiber optic,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),115.15,8349.45,Fiber optic,Yes,Yes,0,No
9,Month-to-month,Yes,Mailed check,18.95,185.6,No,No internet service,No internet service,0,Yes
1,Month-to-month,No,Mailed check,19.5,19.5,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,86.55,1066.9,Fiber optic,No,No,0,No
37,Month-to-month,No,Credit card (automatic),28.6,973.55,DSL,Yes,No,0,Yes
61,One year,No,Mailed check,20.4,1226.45,No,No internet service,No internet service,0,No
18,One year,No,Bank transfer (automatic),19.8,342.3,No,No internet service,No internet service,0,No
21,Month-to-month,No,Mailed check,45.65,985.05,DSL,No,No,0,No
68,Two year,Yes,Mailed check,56.4,3948.45,DSL,Yes,Yes,0,No
12,Month-to-month,Yes,Credit card (automatic),73.3,828.05,Fiber optic,No,No,1,No
2,Month-to-month,No,Electronic check,24.35,41.85,DSL,No,No,1,Yes
62,Month-to-month,Yes,Electronic check,101.35,6164.7,Fiber optic,No,No,0,No
29,Month-to-month,No,Electronic check,98.65,2862.75,Fiber optic,Yes,No,1,Yes
1,Month-to-month,No,Mailed check,33.6,33.6,DSL,Yes,No,0,No
5,Month-to-month,Yes,Bank transfer (automatic),79.9,343.95,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Electronic check,20.7,20.7,No,No internet service,No internet service,0,No
62,Two year,Yes,Electronic check,104.05,6590.5,Fiber optic,Yes,No,0,No
36,Two year,No,Bank transfer (automatic),20.25,717.95,No,No internet service,No internet service,0,No
28,Month-to-month,Yes,Electronic check,103.3,2890.65,Fiber optic,Yes,No,1,Yes
69,One year,No,Credit card (automatic),73.7,4885.85,DSL,Yes,Yes,0,No
11,Month-to-month,Yes,Credit card (automatic),96.2,1222.05,Fiber optic,Yes,Yes,0,Yes
63,Month-to-month,Yes,Electronic check,108.75,6871.7,Fiber optic,Yes,No,0,No
23,One year,No,Bank transfer (automatic),20.15,405.6,No,No internet service,No internet service,0,No
10,Month-to-month,No,Credit card (automatic),19.75,208.25,No,No internet service,No internet service,0,No
71,Two year,Yes,Credit card (automatic),25.95,1801.9,No,No internet service,No internet service,0,No
45,Month-to-month,Yes,Electronic check,70.05,3062.45,DSL,Yes,Yes,1,No
70,Two year,No,Mailed check,24.05,1764.75,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Electronic check,84.75,1816.75,Fiber optic,No,No,0,No
52,Two year,No,Mailed check,23.05,1255.1,No,No internet service,No internet service,0,No
55,One year,Yes,Electronic check,104.15,5743.05,Fiber optic,Yes,No,0,Yes
65,Two year,No,Credit card (automatic),59.95,3921.1,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),19.55,1463.45,No,No internet service,No internet service,0,No
10,One year,No,Bank transfer (automatic),19.6,189.45,No,No internet service,No internet service,0,No
7,One year,No,Mailed check,20.05,96.8,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,85.55,408.5,Fiber optic,No,No,1,No
24,Two year,No,Credit card (automatic),78.6,1846.65,DSL,No,Yes,0,No
72,Two year,Yes,Credit card (automatic),116.8,8456.75,Fiber optic,Yes,Yes,0,No
21,Month-to-month,Yes,Mailed check,43.55,1011.5,DSL,Yes,Yes,0,No
69,One year,Yes,Credit card (automatic),60.8,4263.4,DSL,Yes,No,0,No
44,Month-to-month,Yes,Bank transfer (automatic),54.9,2549.1,DSL,Yes,No,0,No
61,One year,Yes,Electronic check,65.2,3965.05,DSL,No,No,1,No
24,Month-to-month,Yes,Credit card (automatic),102.95,2496.7,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Electronic check,90.6,90.6,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Bank transfer (automatic),50.8,288.05,DSL,Yes,No,0,Yes
4,Month-to-month,Yes,Electronic check,90.05,368.1,Fiber optic,No,No,0,Yes
72,Two year,Yes,Electronic check,108.2,7840.6,Fiber optic,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),92,6632.75,DSL,Yes,Yes,0,No
14,Month-to-month,Yes,Electronic check,75.1,1013.35,Fiber optic,No,No,1,No
7,Month-to-month,Yes,Bank transfer (automatic),25.05,152.95,No,No internet service,No internet service,0,No
48,One year,No,Electronic check,75.15,3772.65,Fiber optic,No,No,0,No
55,One year,No,Mailed check,19.5,1026.35,No,No internet service,No internet service,0,No
1,Month-to-month,No,Credit card (automatic),19.3,19.3,No,No internet service,No internet service,0,No
45,One year,No,Credit card (automatic),112.2,5031.85,Fiber optic,Yes,Yes,0,No
3,Month-to-month,Yes,Mailed check,70.3,220.4,Fiber optic,No,No,0,No
71,Two year,No,Mailed check,19.6,1416.5,No,No internet service,No internet service,0,No
8,Month-to-month,No,Mailed check,20.25,158.35,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,75.85,256.6,Fiber optic,No,No,0,Yes
69,Two year,No,Bank transfer (automatic),80.65,5542.55,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,68.5,68.5,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),115.75,8443.7,Fiber optic,Yes,Yes,1,No
11,Month-to-month,Yes,Electronic check,73.5,791.75,Fiber optic,No,Yes,0,Yes
71,Two year,No,Bank transfer (automatic),80.6,5708.2,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,69.95,69.95,Fiber optic,No,No,0,Yes
33,Two year,No,Bank transfer (automatic),59.55,2016.3,DSL,Yes,Yes,0,No
16,One year,No,Mailed check,19.05,326.65,No,No internet service,No internet service,0,No
56,One year,No,Electronic check,95.65,5471.75,Fiber optic,Yes,Yes,1,No
1,Month-to-month,No,Credit card (automatic),19.95,19.95,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,70.05,346.4,DSL,No,No,0,Yes
57,One year,No,Mailed check,19.4,1061.6,No,No internet service,No internet service,0,No
56,One year,Yes,Credit card (automatic),36.1,1971.5,DSL,No,No,0,No
8,Month-to-month,Yes,Electronic check,94,773.65,Fiber optic,No,No,0,Yes
22,Month-to-month,No,Mailed check,61.15,1422.05,DSL,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,19.75,19.75,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Credit card (automatic),64.1,2460.35,DSL,Yes,Yes,0,No
46,Two year,No,Credit card (automatic),19.75,856.5,No,No internet service,No internet service,0,No
63,Two year,No,Mailed check,19.7,1275.85,No,No internet service,No internet service,0,No
68,Two year,Yes,Electronic check,110.2,7467.5,Fiber optic,No,Yes,0,No
69,Two year,Yes,Credit card (automatic),106.35,7261.75,Fiber optic,Yes,Yes,0,No
56,Month-to-month,No,Electronic check,90.55,5116.6,Fiber optic,Yes,No,0,No
10,One year,Yes,Mailed check,65.9,660.05,DSL,No,No,0,No
63,One year,No,Credit card (automatic),104.5,6590.8,Fiber optic,Yes,Yes,0,No
24,Two year,Yes,Mailed check,52.5,1208.15,DSL,Yes,Yes,0,No
19,Month-to-month,Yes,Mailed check,56.1,1033.9,DSL,No,No,0,No
22,Month-to-month,Yes,Electronic check,88.75,1885.15,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Electronic check,84.45,2467.1,Fiber optic,No,Yes,0,Yes
13,One year,Yes,Mailed check,75.3,989.45,DSL,No,No,0,Yes
70,Two year,Yes,Bank transfer (automatic),26,2006.95,No,No internet service,No internet service,0,No
49,Month-to-month,No,Electronic check,99.4,5025,Fiber optic,No,No,0,No
43,One year,Yes,Mailed check,109.55,4830.25,Fiber optic,Yes,Yes,1,Yes
3,Month-to-month,Yes,Mailed check,19.6,59.75,No,No internet service,No internet service,0,Yes
42,One year,No,Electronic check,73.15,3088.25,DSL,Yes,No,0,No
57,One year,Yes,Mailed check,54.65,3134.7,DSL,Yes,No,0,No
2,Month-to-month,No,Bank transfer (automatic),66.4,94.55,DSL,No,Yes,1,Yes
72,Two year,Yes,Credit card (automatic),115.55,8312.4,Fiber optic,Yes,Yes,0,No
46,Month-to-month,Yes,Electronic check,104.45,4863.85,Fiber optic,No,No,1,No
66,Month-to-month,Yes,Credit card (automatic),100.05,6871.9,Fiber optic,Yes,No,1,Yes
62,One year,No,Electronic check,102,6529.25,Fiber optic,Yes,Yes,0,Yes
72,Two year,Yes,Bank transfer (automatic),91.15,6637.9,DSL,Yes,Yes,0,No
35,One year,Yes,Electronic check,89.7,3165.6,Fiber optic,Yes,No,0,No
17,Month-to-month,No,Credit card (automatic),90.2,1454.15,Fiber optic,No,Yes,0,Yes
72,Two year,Yes,Electronic check,92.4,6786.1,DSL,Yes,Yes,0,No
28,One year,No,Mailed check,19.9,543,No,No internet service,No internet service,0,No
56,Two year,Yes,Credit card (automatic),25.15,1327.15,No,No internet service,No internet service,0,Yes
31,Month-to-month,Yes,Credit card (automatic),79.85,2404.15,Fiber optic,Yes,No,0,Yes
45,One year,No,Bank transfer (automatic),18.85,867.3,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,25.75,25.75,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Mailed check,49.6,114.7,DSL,No,No,0,Yes
6,Month-to-month,Yes,Mailed check,20.95,109.5,No,No internet service,No internet service,0,No
48,One year,Yes,Electronic check,97.05,4692.95,Fiber optic,No,No,0,No
25,Month-to-month,Yes,Bank transfer (automatic),25.4,546.85,No,No internet service,No internet service,0,No
64,Two year,Yes,Bank transfer (automatic),19.7,1274.05,No,No internet service,No internet service,0,No
50,Month-to-month,Yes,Mailed check,35,1782.4,DSL,No,Yes,0,No
52,One year,No,Bank transfer (automatic),101.25,5301.1,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Electronic check,70.2,280.35,Fiber optic,No,No,1,No
32,Month-to-month,No,Electronic check,90.95,2897.95,Fiber optic,No,No,1,No
45,Two year,No,Credit card (automatic),73.85,3371,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Electronic check,88.05,801.3,Fiber optic,No,Yes,0,No
66,One year,Yes,Credit card (automatic),105.95,6975.25,Fiber optic,Yes,No,1,Yes
3,Month-to-month,No,Electronic check,91.85,257.05,Fiber optic,No,No,0,Yes
54,Two year,No,Mailed check,20.1,1079.45,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,40.1,40.1,DSL,Yes,No,0,Yes
64,Two year,No,Bank transfer (automatic),110.3,6997.3,Fiber optic,Yes,Yes,0,No
31,Month-to-month,Yes,Electronic check,73.9,2217.15,Fiber optic,No,No,1,Yes
14,Month-to-month,Yes,Mailed check,89.8,1129.1,Fiber optic,No,No,0,Yes
12,One year,Yes,Credit card (automatic),85.15,979.05,Fiber optic,No,Yes,0,No
67,One year,Yes,Bank transfer (automatic),60.95,4119.4,DSL,Yes,Yes,1,No
35,Month-to-month,No,Electronic check,72.25,2568.55,DSL,Yes,Yes,0,Yes
45,Two year,No,Mailed check,73.55,3349.1,DSL,Yes,Yes,0,No
10,Month-to-month,No,Mailed check,46,492.1,DSL,No,No,0,No
29,Month-to-month,Yes,Bank transfer (automatic),58.55,1718.95,DSL,No,Yes,1,No
24,One year,No,Bank transfer (automatic),24.6,605.25,No,No internet service,No internet service,0,No
66,Two year,Yes,Mailed check,19.75,1344.5,No,No internet service,No internet service,0,No
51,One year,No,Mailed check,86.35,4267.15,Fiber optic,No,Yes,0,No
45,Two year,No,Mailed check,25.5,1121.05,No,No internet service,No internet service,0,No
49,One year,No,Credit card (automatic),19,918.7,No,No internet service,No internet service,0,No
29,Two year,Yes,Mailed check,19.55,521.8,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Credit card (automatic),110.1,4469.1,Fiber optic,Yes,Yes,0,No
37,Month-to-month,Yes,Electronic check,96.55,3580.3,Fiber optic,No,No,1,Yes
25,Month-to-month,No,Electronic check,69.75,1729.35,Fiber optic,No,No,0,No
22,Month-to-month,Yes,Electronic check,50.6,1073.3,DSL,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),65.6,4566.5,DSL,Yes,Yes,0,No
7,Month-to-month,Yes,Credit card (automatic),40.1,293.3,DSL,No,No,0,Yes
33,Two year,No,Credit card (automatic),82.1,2603.1,DSL,Yes,No,0,No
23,Month-to-month,Yes,Mailed check,79.1,1783.75,Fiber optic,Yes,No,0,No
24,Month-to-month,Yes,Electronic check,101.25,2440.15,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Electronic check,79.55,79.55,Fiber optic,No,No,0,Yes
69,Two year,No,Mailed check,90.65,6322.1,DSL,Yes,Yes,0,No
3,One year,Yes,Credit card (automatic),20.55,57.4,No,No internet service,No internet service,0,No
56,One year,Yes,Bank transfer (automatic),75.75,4284.65,DSL,Yes,No,0,No
65,One year,Yes,Credit card (automatic),110,7138.65,Fiber optic,Yes,Yes,0,No
71,One year,No,Electronic check,20.85,1539.75,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Bank transfer (automatic),80.35,1058.1,Fiber optic,No,No,1,No
2,Month-to-month,Yes,Electronic check,70.15,123.8,Fiber optic,No,No,0,No
32,One year,No,Electronic check,84.05,2781.85,Fiber optic,No,No,0,Yes
40,Month-to-month,No,Electronic check,67.45,2731,DSL,No,Yes,0,No
1,Month-to-month,No,Credit card (automatic),20.75,20.75,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,89.1,89.1,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Mailed check,69.9,497.3,Fiber optic,No,No,0,No
15,Month-to-month,Yes,Electronic check,51.1,711.15,DSL,No,No,0,No
17,Month-to-month,No,Electronic check,94.4,1607.2,Fiber optic,No,Yes,0,Yes
19,Month-to-month,Yes,Electronic check,78.25,1490.95,Fiber optic,No,No,0,Yes
71,Two year,No,Bank transfer (automatic),25.55,1898.1,No,No internet service,No internet service,0,No
54,Two year,No,Bank transfer (automatic),60,3273.95,DSL,Yes,Yes,0,No
31,Month-to-month,Yes,Credit card (automatic),90.55,2929.75,Fiber optic,Yes,Yes,0,No
11,Month-to-month,No,Electronic check,76.4,838.7,Fiber optic,No,Yes,0,No
18,Month-to-month,Yes,Electronic check,84.95,1443.65,Fiber optic,No,No,1,No
72,Two year,Yes,Bank transfer (automatic),110.1,7746.7,Fiber optic,Yes,Yes,1,No
71,Month-to-month,Yes,Credit card (automatic),99.65,6951.15,Fiber optic,No,No,1,No
5,Month-to-month,No,Credit card (automatic),45.4,214.75,DSL,Yes,No,1,No
38,One year,No,Credit card (automatic),69,2669.45,DSL,Yes,No,0,No
5,Month-to-month,Yes,Bank transfer (automatic),48.65,235.2,DSL,Yes,No,0,No
2,Month-to-month,Yes,Electronic check,44.15,92.65,DSL,No,No,1,Yes
52,Two year,No,Bank transfer (automatic),59.85,3103.25,DSL,No,Yes,1,No
8,Month-to-month,Yes,Electronic check,75.75,606.25,Fiber optic,No,No,1,Yes
68,Two year,Yes,Electronic check,80.65,5330.2,DSL,No,No,0,No
69,One year,Yes,Credit card (automatic),20.55,1403.1,No,No internet service,No internet service,0,No
42,Month-to-month,Yes,Credit card (automatic),66.4,2727.8,DSL,Yes,Yes,0,No
50,Two year,Yes,Mailed check,100.2,5038.45,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,19.1,19.1,No,No internet service,No internet service,0,Yes
1,Month-to-month,Yes,Electronic check,80.3,80.3,Fiber optic,No,Yes,1,Yes
33,Month-to-month,Yes,Credit card (automatic),44.55,1462.6,DSL,No,No,0,No
7,Month-to-month,No,Mailed check,20.35,150.6,No,No internet service,No internet service,0,No
64,Month-to-month,Yes,Electronic check,91.8,5960.5,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,74.9,74.9,Fiber optic,No,No,0,Yes
59,Two year,Yes,Bank transfer (automatic),20.2,1192.3,No,No internet service,No internet service,0,No
6,Month-to-month,No,Electronic check,50.35,314.55,DSL,No,No,0,No
3,Month-to-month,No,Mailed check,18.8,56,No,No internet service,No internet service,0,No
15,Month-to-month,No,Credit card (automatic),20.45,330.8,No,No internet service,No internet service,0,No
13,One year,Yes,Electronic check,64.75,877.35,DSL,No,No,0,No
23,Month-to-month,Yes,Credit card (automatic),98.7,2249.1,Fiber optic,No,No,0,No
31,Month-to-month,No,Electronic check,89.45,2807.65,Fiber optic,No,Yes,1,No
29,One year,Yes,Electronic check,58.75,1696.2,DSL,Yes,Yes,0,No
49,One year,No,Credit card (automatic),20.7,1032.05,No,No internet service,No internet service,0,No
56,Month-to-month,Yes,Bank transfer (automatic),85.6,4902.8,Fiber optic,No,No,0,No
63,Two year,Yes,Credit card (automatic),80.3,4995.35,DSL,Yes,Yes,0,No
63,Two year,No,Credit card (automatic),79.8,5034.05,DSL,Yes,No,0,No
24,Month-to-month,Yes,Electronic check,79.85,1857.75,Fiber optic,No,Yes,1,No
36,One year,No,Credit card (automatic),54.1,1992.85,DSL,Yes,No,1,No
9,Month-to-month,Yes,Electronic check,80.85,751.65,Fiber optic,No,No,1,Yes
3,Month-to-month,No,Electronic check,24.75,66.95,DSL,No,No,0,Yes
21,One year,No,Mailed check,80.9,1714.95,DSL,Yes,Yes,0,No
13,One year,No,Bank transfer (automatic),24.5,343.6,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Bank transfer (automatic),20.15,20.15,No,No internet service,No internet service,0,No
25,One year,No,Mailed check,20.05,520.1,No,No internet service,No internet service,0,No
71,Two year,Yes,Bank transfer (automatic),19.6,1387.45,No,No internet service,No internet service,0,No
66,One year,Yes,Bank transfer (automatic),114.3,7383.7,Fiber optic,Yes,Yes,0,No
45,One year,Yes,Electronic check,100.3,4483.95,Fiber optic,No,Yes,0,No
22,Month-to-month,Yes,Credit card (automatic),80,1706.45,Fiber optic,No,No,0,No
67,One year,Yes,Bank transfer (automatic),20.85,1327.4,No,No internet service,No internet service,0,No
68,Two year,Yes,Bank transfer (automatic),89.95,5974.3,Fiber optic,No,No,0,No
0,Two year,No,Mailed check,20, ,No,No internet service,No internet service,0,No
49,Month-to-month,Yes,Credit card (automatic),90.85,4515.85,Fiber optic,No,No,1,Yes
4,Month-to-month,No,Mailed check,48.75,179.85,DSL,No,No,1,No
63,One year,No,Credit card (automatic),80,5040.2,DSL,Yes,Yes,0,No
2,Month-to-month,No,Bank transfer (automatic),79.7,165,Fiber optic,No,No,0,Yes
21,One year,Yes,Mailed check,20.35,422.7,No,No internet service,No internet service,0,No
55,Two year,No,Bank transfer (automatic),57.55,3046.4,DSL,Yes,Yes,0,Yes
1,Month-to-month,Yes,Mailed check,20.25,20.25,No,No internet service,No internet service,0,No
17,Two year,No,Mailed check,19.4,358.05,No,No internet service,No internet service,0,No
30,Month-to-month,Yes,Bank transfer (automatic),100.4,2936.25,Fiber optic,No,Yes,0,No
22,Month-to-month,Yes,Mailed check,57.95,1271.8,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Bank transfer (automatic),59.5,530.05,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,19.2,19.2,No,No internet service,No internet service,0,No
21,Month-to-month,Yes,Electronic check,86.5,1808.7,Fiber optic,No,No,0,Yes
19,Month-to-month,No,Electronic check,59.55,1144.6,DSL,Yes,No,0,No
69,Month-to-month,Yes,Electronic check,103.95,7446.9,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,25.1,25.1,DSL,No,No,1,Yes
72,Two year,Yes,Bank transfer (automatic),103.95,7556.9,Fiber optic,Yes,Yes,0,No
70,Two year,No,Credit card (automatic),68.95,4858.7,DSL,No,Yes,0,No
66,Month-to-month,Yes,Bank transfer (automatic),103.1,6595,Fiber optic,Yes,Yes,0,No
7,Month-to-month,Yes,Electronic check,24.7,149.05,DSL,No,No,0,No
46,Month-to-month,Yes,Electronic check,110.2,4972.1,Fiber optic,Yes,Yes,1,No
39,Month-to-month,Yes,Credit card (automatic),48.95,1880.85,DSL,Yes,Yes,0,Yes
32,Month-to-month,No,Bank transfer (automatic),62.45,2045.55,DSL,No,No,0,No
24,Month-to-month,Yes,Electronic check,89.55,2187.15,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Credit card (automatic),83.55,477.55,Fiber optic,No,No,0,Yes
37,Month-to-month,Yes,Credit card (automatic),78.9,2976.95,DSL,Yes,Yes,0,No
8,Month-to-month,No,Mailed check,20.35,178.7,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),71.45,5025.85,DSL,No,Yes,0,No
71,Two year,No,Credit card (automatic),46.35,3353.4,DSL,Yes,Yes,1,No
16,Month-to-month,Yes,Bank transfer (automatic),94.65,1461.15,Fiber optic,No,No,0,No
57,Month-to-month,Yes,Bank transfer (automatic),49.9,2782.4,DSL,Yes,Yes,0,No
66,One year,No,Bank transfer (automatic),25.45,1699.15,No,No internet service,No internet service,0,No
17,Month-to-month,Yes,Electronic check,89.15,1496.9,Fiber optic,No,No,1,Yes
21,Month-to-month,No,Mailed check,20.75,452.2,No,No internet service,No internet service,0,No
66,Two year,Yes,Credit card (automatic),66.1,4428.45,DSL,No,Yes,0,No
17,Month-to-month,Yes,Bank transfer (automatic),75.4,1322.55,DSL,No,No,0,No
1,Month-to-month,Yes,Mailed check,70.45,70.45,Fiber optic,No,No,0,Yes
58,One year,No,Credit card (automatic),60.3,3563.8,DSL,No,Yes,0,Yes
8,Month-to-month,No,Credit card (automatic),21.05,139.75,No,No internet service,No internet service,0,No
27,One year,No,Credit card (automatic),69.35,1927.3,DSL,Yes,Yes,0,No
34,Month-to-month,No,Mailed check,88.85,3000.25,Fiber optic,No,No,0,No
30,One year,Yes,Bank transfer (automatic),97,3021.3,Fiber optic,No,No,0,No
33,Month-to-month,Yes,Credit card (automatic),66.4,2245.4,DSL,No,No,0,No
1,Month-to-month,No,Electronic check,24.75,24.75,DSL,No,No,0,Yes
14,Month-to-month,No,Mailed check,69.2,944.65,DSL,No,Yes,0,No
16,One year,Yes,Credit card (automatic),79.5,1264.2,Fiber optic,Yes,No,0,No
49,Two year,No,Credit card (automatic),100.65,4917.75,Fiber optic,Yes,No,0,No
19,Month-to-month,No,Electronic check,103.3,2012.7,Fiber optic,Yes,No,0,Yes
70,Two year,No,Bank transfer (automatic),79.7,5743.3,DSL,Yes,Yes,0,No
32,Month-to-month,No,Bank transfer (automatic),61.4,1864.65,DSL,Yes,Yes,0,No
18,Month-to-month,Yes,Electronic check,69.8,1221.65,Fiber optic,No,No,0,No
37,Two year,Yes,Mailed check,40.55,1390.85,DSL,Yes,Yes,0,No
4,Month-to-month,Yes,Electronic check,75.65,302.35,Fiber optic,No,No,0,No
16,Month-to-month,No,Electronic check,90.7,1374.9,Fiber optic,No,Yes,0,No
17,Month-to-month,Yes,Bank transfer (automatic),80.5,1336.9,Fiber optic,No,No,0,No
19,Month-to-month,Yes,Electronic check,60.6,1297.8,DSL,No,Yes,0,No
60,Two year,No,Credit card (automatic),101.15,6067.4,Fiber optic,No,No,0,No
51,Two year,Yes,Mailed check,24.95,1222.25,No,No internet service,No internet service,0,No
28,Two year,Yes,Credit card (automatic),20.3,487.95,No,No internet service,No internet service,0,No
43,Two year,Yes,Electronic check,60,2548.55,DSL,No,No,0,No
42,Two year,No,Electronic check,20.25,835.5,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,78.5,242.05,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,44.75,44.75,DSL,No,No,0,No
3,Month-to-month,No,Mailed check,19.85,63.75,No,No internet service,No internet service,0,Yes
63,Two year,No,Credit card (automatic),98,6218.45,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,79.9,260.9,Fiber optic,No,No,1,Yes
68,Month-to-month,Yes,Electronic check,107.7,7320.9,Fiber optic,Yes,Yes,0,No
30,Month-to-month,Yes,Electronic check,99.7,2967.35,Fiber optic,No,No,1,Yes
60,Two year,No,Electronic check,104.7,6333.8,Fiber optic,No,No,0,No
15,Month-to-month,Yes,Credit card (automatic),58.6,939.7,DSL,Yes,No,0,Yes
45,Month-to-month,Yes,Bank transfer (automatic),93.9,4200.25,Fiber optic,No,No,1,No
70,Two year,No,Credit card (automatic),86.45,5950.2,DSL,Yes,Yes,0,No
10,Month-to-month,Yes,Electronic check,98.5,1037.75,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Mailed check,19.4,93.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,50.45,50.45,DSL,No,No,0,Yes
68,Two year,Yes,Credit card (automatic),24.95,1614.9,No,No internet service,No internet service,0,No
22,Month-to-month,No,Bank transfer (automatic),75,1573.95,Fiber optic,No,Yes,0,No
38,Month-to-month,Yes,Electronic check,94.65,3624.3,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Credit card (automatic),100.25,100.25,Fiber optic,No,No,0,Yes
18,Month-to-month,No,Electronic check,78.2,1468.75,Fiber optic,Yes,No,0,No
29,Month-to-month,Yes,Electronic check,94.2,2607.6,Fiber optic,Yes,No,0,No
16,Month-to-month,Yes,Electronic check,88.45,1422.1,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,69.85,69.85,Fiber optic,No,No,0,Yes
12,Month-to-month,No,Bank transfer (automatic),81.7,858.6,Fiber optic,No,Yes,0,Yes
31,One year,Yes,Electronic check,50.05,1523.4,DSL,No,No,0,No
4,Month-to-month,Yes,Electronic check,79.9,324.3,Fiber optic,No,No,0,Yes
48,One year,Yes,Mailed check,69.55,3435.6,DSL,Yes,No,0,No
15,Month-to-month,Yes,Credit card (automatic),25.4,399.6,No,No internet service,No internet service,0,Yes
50,One year,Yes,Credit card (automatic),90.1,4549.45,Fiber optic,Yes,Yes,0,No
7,Month-to-month,Yes,Bank transfer (automatic),44.65,322.5,DSL,No,No,0,No
41,Month-to-month,Yes,Bank transfer (automatic),83.75,3273.55,Fiber optic,No,Yes,1,Yes
68,Two year,No,Credit card (automatic),80.35,5375.15,Fiber optic,No,Yes,0,No
26,Month-to-month,Yes,Bank transfer (automatic),98.1,2510.7,Fiber optic,No,No,1,No
57,Two year,No,Credit card (automatic),53.35,3090.05,DSL,Yes,No,0,No
3,Month-to-month,No,Electronic check,19.55,61.05,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.9,20.9,No,No internet service,No internet service,0,Yes
19,One year,Yes,Bank transfer (automatic),48.95,955.6,DSL,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,54.2,140.4,DSL,No,No,0,No
59,Two year,No,Electronic check,24.45,1493.1,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,69.4,69.4,Fiber optic,No,No,0,Yes
42,Month-to-month,Yes,Bank transfer (automatic),40.15,1626.05,DSL,No,Yes,0,No
7,Month-to-month,Yes,Electronic check,74.9,541.15,Fiber optic,No,No,0,Yes
67,Two year,No,Credit card (automatic),25.6,1784.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,70.35,70.35,Fiber optic,No,No,0,No
66,Two year,No,Bank transfer (automatic),91.7,6075.9,DSL,Yes,Yes,0,No
61,Month-to-month,No,Mailed check,89.2,5500.6,Fiber optic,No,No,0,No
4,One year,No,Credit card (automatic),24.1,73.1,No,No internet service,No internet service,0,No
42,Month-to-month,Yes,Credit card (automatic),74.15,3229.4,Fiber optic,No,Yes,1,Yes
64,One year,Yes,Bank transfer (automatic),53.85,3399.85,DSL,No,No,0,No
54,One year,Yes,Bank transfer (automatic),115.6,6431.05,Fiber optic,Yes,Yes,1,No
1,Month-to-month,Yes,Credit card (automatic),19.75,19.75,No,No internet service,No internet service,0,No
54,Two year,Yes,Bank transfer (automatic),24.05,1230.9,No,No internet service,No internet service,0,No
18,Two year,No,Credit card (automatic),25.3,454.65,No,No internet service,No internet service,0,No
3,Month-to-month,No,Electronic check,84.3,235.05,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,70.1,70.1,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),89.75,6595.9,DSL,Yes,Yes,0,No
60,One year,Yes,Electronic check,97.95,5867,Fiber optic,No,No,1,No
11,One year,Yes,Mailed check,20,196.35,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,78.3,909.25,Fiber optic,No,Yes,0,Yes
61,One year,No,Credit card (automatic),103.9,6449.15,Fiber optic,Yes,No,0,No
39,Two year,No,Credit card (automatic),20.7,762.45,No,No internet service,No internet service,0,No
55,Month-to-month,Yes,Electronic check,96.8,5283.95,Fiber optic,No,No,0,Yes
17,Month-to-month,Yes,Electronic check,94.4,1617.5,Fiber optic,No,Yes,0,Yes
37,One year,No,Credit card (automatic),20.15,785.75,No,No internet service,No internet service,0,No
72,Two year,Yes,Mailed check,26,1776,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),77.35,5396.25,DSL,Yes,No,1,No
8,Month-to-month,No,Bank transfer (automatic),66.05,574.5,DSL,Yes,Yes,0,No
22,Month-to-month,No,Mailed check,19.9,400.3,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,84.3,84.3,Fiber optic,No,No,0,Yes
38,Month-to-month,No,Credit card (automatic),68.15,2656.3,DSL,Yes,No,0,No
17,One year,No,Electronic check,80.85,1445.95,DSL,Yes,No,0,No
70,Two year,Yes,Bank transfer (automatic),75.5,5212.65,DSL,Yes,No,1,No
72,Two year,No,Credit card (automatic),92.45,6440.25,DSL,Yes,Yes,1,Yes
28,Month-to-month,Yes,Electronic check,80.6,2244.95,Fiber optic,No,No,0,No
15,Month-to-month,Yes,Bank transfer (automatic),83.2,1130,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),87.55,6463.15,DSL,Yes,Yes,0,No
11,Month-to-month,Yes,Electronic check,99.55,1131.2,Fiber optic,No,No,1,Yes
8,Month-to-month,Yes,Electronic check,81.25,585.95,Fiber optic,No,No,1,Yes
57,One year,Yes,Bank transfer (automatic),109.4,6252.7,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Bank transfer (automatic),19.95,19.95,No,No internet service,No internet service,0,Yes
46,Month-to-month,No,Electronic check,45.55,2062.15,DSL,No,Yes,0,No
30,One year,No,Credit card (automatic),20.7,587.1,No,No internet service,No internet service,0,No
10,Month-to-month,No,Electronic check,75.3,720.45,Fiber optic,No,Yes,1,No
23,Month-to-month,Yes,Electronic check,99.25,2186.4,Fiber optic,No,Yes,0,Yes
32,Month-to-month,Yes,Credit card (automatic),93.4,2979.3,Fiber optic,No,Yes,0,No
13,Month-to-month,Yes,Credit card (automatic),73.75,956.65,Fiber optic,No,Yes,0,No
39,Two year,Yes,Electronic check,80.45,3201.55,Fiber optic,Yes,No,0,Yes
44,Month-to-month,Yes,Credit card (automatic),88.15,3973.2,Fiber optic,No,No,0,No
9,Month-to-month,No,Mailed check,49.2,447.9,DSL,Yes,No,1,No
67,Two year,No,Mailed check,19.65,1335.2,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Bank transfer (automatic),79.35,661.25,Fiber optic,No,No,0,Yes
15,Month-to-month,Yes,Electronic check,79.75,1111.85,Fiber optic,No,No,0,Yes
71,Two year,Yes,Bank transfer (automatic),105.15,7555,Fiber optic,No,No,0,No
1,Month-to-month,No,Credit card (automatic),49,49,DSL,Yes,No,0,No
30,Month-to-month,Yes,Electronic check,100.05,3046.15,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,69.35,69.35,Fiber optic,No,No,0,Yes
17,Month-to-month,Yes,Mailed check,49.8,836.35,DSL,No,No,0,No
3,Month-to-month,No,Electronic check,85.8,272.2,Fiber optic,Yes,No,0,Yes
67,Two year,Yes,Electronic check,79.7,5293.4,DSL,No,Yes,0,Yes
1,Month-to-month,No,Bank transfer (automatic),20.95,20.95,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,50.55,50.55,DSL,No,No,1,Yes
32,Month-to-month,No,Mailed check,79.3,2570,Fiber optic,No,No,1,No
41,One year,No,Bank transfer (automatic),19.5,798.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,80.55,80.55,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Bank transfer (automatic),44.15,44.15,DSL,No,No,0,No
12,Month-to-month,Yes,Electronic check,84.5,916.9,Fiber optic,No,No,0,Yes
62,Month-to-month,Yes,Electronic check,105.5,6487.2,Fiber optic,No,Yes,0,No
22,Month-to-month,Yes,Mailed check,84.3,1855.65,Fiber optic,No,No,0,Yes
17,Month-to-month,Yes,Credit card (automatic),92.7,1556.85,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),26.25,1988.05,No,No internet service,No internet service,0,No
56,Month-to-month,Yes,Credit card (automatic),96.95,5432.2,Fiber optic,Yes,No,0,No
9,Month-to-month,Yes,Credit card (automatic),20.45,147.55,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),115.8,8424.9,Fiber optic,Yes,Yes,0,No
20,Month-to-month,Yes,Bank transfer (automatic),108.2,2203.7,Fiber optic,Yes,Yes,0,No
19,Two year,No,Mailed check,20.2,387.4,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,67.75,116.65,Fiber optic,No,No,0,Yes
53,One year,No,Credit card (automatic),54.9,3045.75,DSL,Yes,No,0,No
27,Month-to-month,Yes,Electronic check,85.25,2287.25,Fiber optic,No,No,1,Yes
6,Month-to-month,No,Bank transfer (automatic),20.15,130.5,No,No internet service,No internet service,0,No
9,One year,Yes,Electronic check,90.35,767.9,Fiber optic,No,No,0,No
8,Month-to-month,No,Electronic check,55.75,446.8,DSL,No,No,0,No
71,Two year,No,Bank transfer (automatic),114.6,8100.25,Fiber optic,Yes,Yes,0,No
10,Month-to-month,Yes,Bank transfer (automatic),80.05,830.7,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,20,20,No,No internet service,No internet service,0,Yes
71,One year,No,Bank transfer (automatic),66.8,4689.15,DSL,Yes,Yes,0,No
68,One year,Yes,Electronic check,100.3,6754.35,Fiber optic,Yes,No,0,No
34,Month-to-month,Yes,Electronic check,105.35,3540.65,Fiber optic,Yes,No,0,No
26,One year,Yes,Electronic check,85.2,2184.6,Fiber optic,Yes,No,0,No
22,Month-to-month,Yes,Credit card (automatic),48.8,1054.6,DSL,No,Yes,0,Yes
7,Month-to-month,Yes,Mailed check,18.95,130.55,No,No internet service,No internet service,0,No
20,Month-to-month,Yes,Bank transfer (automatic),69.8,1540.35,Fiber optic,No,No,0,No
60,Month-to-month,Yes,Electronic check,106.15,6411.25,Fiber optic,No,No,0,No
72,Two year,No,Electronic check,20.55,1432.55,No,No internet service,No internet service,0,No
72,One year,Yes,Credit card (automatic),105.75,7629.85,Fiber optic,No,No,1,No
4,Month-to-month,No,Mailed check,25.25,101.9,No,No internet service,No internet service,0,No
16,Month-to-month,No,Electronic check,19.75,313.4,No,No internet service,No internet service,0,No
62,One year,Yes,Electronic check,104.85,6312.9,Fiber optic,No,Yes,1,No
10,Month-to-month,Yes,Mailed check,60.95,629.55,DSL,Yes,No,0,No
31,Month-to-month,Yes,Electronic check,81.15,2640.55,Fiber optic,No,No,0,No
71,Two year,No,Credit card (automatic),19.1,1372.45,No,No internet service,No internet service,0,No
58,Two year,No,Mailed check,20.8,1212.25,No,No internet service,No internet service,0,No
70,Two year,Yes,Credit card (automatic),90.15,6237.05,DSL,Yes,Yes,0,No
71,Two year,No,Electronic check,90.1,6310.9,DSL,Yes,Yes,0,No
69,Two year,No,Credit card (automatic),74.1,5031,DSL,Yes,Yes,1,No
1,Month-to-month,Yes,Electronic check,85.05,85.05,Fiber optic,No,No,1,Yes
72,Two year,Yes,Bank transfer (automatic),118.75,8672.45,Fiber optic,Yes,Yes,0,No
26,Month-to-month,No,Credit card (automatic),85.9,2196.45,Fiber optic,Yes,No,0,No
33,Month-to-month,Yes,Credit card (automatic),95,3008.15,Fiber optic,Yes,No,0,No
10,Two year,No,Mailed check,20.15,220.8,No,No internet service,No internet service,0,No
57,Two year,No,Credit card (automatic),101.3,5779.6,Fiber optic,Yes,Yes,1,No
10,Month-to-month,Yes,Electronic check,21.2,222.65,No,No internet service,No internet service,0,No
39,One year,Yes,Mailed check,24.2,914.6,No,No internet service,No internet service,0,No
11,Month-to-month,No,Bank transfer (automatic),20.3,246.3,No,No internet service,No internet service,0,No
21,Month-to-month,Yes,Electronic check,102.8,2110.15,Fiber optic,Yes,No,0,Yes
68,Two year,No,Bank transfer (automatic),85.3,5560,DSL,Yes,No,0,No
18,One year,Yes,Credit card (automatic),89.6,1633,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Mailed check,99.95,547.65,Fiber optic,Yes,No,0,Yes
18,Month-to-month,No,Mailed check,56.25,969.85,DSL,No,Yes,0,No
52,One year,Yes,Bank transfer (automatic),50.95,2610.65,DSL,No,No,0,No
56,Two year,No,Mailed check,115.85,6567.9,Fiber optic,Yes,Yes,0,No
45,Month-to-month,Yes,Bank transfer (automatic),103.65,4747.85,Fiber optic,Yes,No,0,No
67,Two year,Yes,Mailed check,26.1,1759.55,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,35.1,101.1,DSL,Yes,Yes,0,No
65,Month-to-month,Yes,Bank transfer (automatic),99.1,6496.15,Fiber optic,No,No,1,No
63,Two year,No,Mailed check,67.25,4234.15,DSL,Yes,No,0,No
11,Two year,No,Mailed check,25,300.7,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,59.55,59.55,DSL,Yes,No,0,No
55,Two year,Yes,Bank transfer (automatic),77.8,4323.35,DSL,No,No,0,No
25,One year,Yes,Mailed check,55.1,1466.1,DSL,Yes,No,0,No
72,One year,Yes,Bank transfer (automatic),117.8,8684.8,Fiber optic,Yes,Yes,0,Yes
72,Two year,Yes,Credit card (automatic),24.15,1776.45,No,No internet service,No internet service,0,No
65,Two year,No,Mailed check,45.25,2933.95,DSL,Yes,No,0,No
54,Month-to-month,Yes,Electronic check,79.5,4370.25,Fiber optic,No,No,1,Yes
7,Month-to-month,No,Mailed check,20.25,144.35,No,No internet service,No internet service,0,No
72,Two year,No,Bank transfer (automatic),64.75,4804.75,DSL,Yes,Yes,0,No
21,Month-to-month,No,Bank transfer (automatic),54.6,1125.2,DSL,No,No,0,No
2,Month-to-month,Yes,Bank transfer (automatic),20.7,39.85,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,94.75,422.4,Fiber optic,No,No,1,No
3,Month-to-month,Yes,Bank transfer (automatic),79.65,251.75,Fiber optic,Yes,No,0,Yes
72,Two year,No,Credit card (automatic),115.8,8332.15,Fiber optic,Yes,Yes,0,No
6,Month-to-month,Yes,Electronic check,49.45,314.6,DSL,No,Yes,0,No
52,Month-to-month,Yes,Credit card (automatic),83.8,4331.4,Fiber optic,No,No,0,No
69,Month-to-month,Yes,Bank transfer (automatic),95.35,6382,Fiber optic,No,No,1,No
8,Month-to-month,Yes,Electronic check,94.7,740.3,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Bank transfer (automatic),74.05,600.15,Fiber optic,No,No,1,No
63,Month-to-month,Yes,Bank transfer (automatic),89.6,5538.8,Fiber optic,No,No,1,No
60,One year,Yes,Credit card (automatic),116.6,7049.5,Fiber optic,Yes,Yes,0,No
12,Month-to-month,No,Bank transfer (automatic),54.2,690.5,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Mailed check,19.3,279.3,No,No internet service,No internet service,0,No
22,Month-to-month,No,Mailed check,65.05,1427.55,DSL,No,Yes,0,No
5,Month-to-month,Yes,Electronic check,92.5,452.7,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,19.45,19.45,No,No internet service,No internet service,0,Yes
72,Two year,Yes,Bank transfer (automatic),24.05,1709.15,No,No internet service,No internet service,0,No
2,Month-to-month,No,Bank transfer (automatic),18.75,53.15,No,No internet service,No internet service,0,No
40,Two year,No,Bank transfer (automatic),20.15,777.35,No,No internet service,No internet service,0,No
44,One year,No,Bank transfer (automatic),20,860.85,No,No internet service,No internet service,0,No
71,One year,Yes,Bank transfer (automatic),71,5012.1,DSL,Yes,Yes,1,No
2,Month-to-month,Yes,Electronic check,75.55,166.3,Fiber optic,No,No,0,Yes
26,Month-to-month,Yes,Electronic check,93.6,2404.1,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Electronic check,70,70,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,24.4,24.4,DSL,No,No,0,No
65,Two year,Yes,Bank transfer (automatic),74.8,4820.15,DSL,Yes,Yes,0,Yes
3,Month-to-month,Yes,Mailed check,65.25,209.9,DSL,Yes,No,0,No
13,Month-to-month,Yes,Mailed check,50.55,610.75,DSL,Yes,No,0,No
33,Month-to-month,Yes,Electronic check,104.4,3409.6,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,70.7,70.7,Fiber optic,No,No,0,No
4,Month-to-month,No,Mailed check,45.25,155.35,DSL,No,No,0,No
2,Month-to-month,Yes,Electronic check,70.3,144,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),108.95,7875,Fiber optic,Yes,Yes,0,No
37,Month-to-month,No,Mailed check,26.45,911.6,No,No internet service,No internet service,0,No
15,Month-to-month,No,Electronic check,86.2,1270.2,Fiber optic,No,Yes,0,Yes
23,One year,Yes,Credit card (automatic),19.65,478.1,No,No internet service,No internet service,0,No
30,Month-to-month,No,Credit card (automatic),51.2,1561.5,DSL,Yes,No,0,Yes
42,One year,Yes,Electronic check,19.05,761.85,No,No internet service,No internet service,0,No
32,One year,No,Mailed check,74.75,2282.95,DSL,No,Yes,0,No
22,Month-to-month,Yes,Bank transfer (automatic),75.8,1615.1,Fiber optic,No,No,0,No
42,Month-to-month,Yes,Credit card (automatic),25.1,1097.15,DSL,No,No,0,No
8,Month-to-month,No,Mailed check,44.45,369.3,DSL,No,No,0,No
65,Two year,Yes,Credit card (automatic),104.3,6725.3,Fiber optic,No,Yes,0,No
2,Month-to-month,No,Mailed check,19.5,31.55,No,No internet service,No internet service,0,Yes
70,Two year,Yes,Bank transfer (automatic),89,6293.2,DSL,Yes,Yes,0,No
22,Month-to-month,No,Credit card (automatic),20.15,432.5,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,74.9,321.75,Fiber optic,No,No,1,Yes
2,Month-to-month,No,Credit card (automatic),74.9,147.15,Fiber optic,No,No,0,Yes
67,Two year,No,Bank transfer (automatic),36.15,2434.45,DSL,No,Yes,0,No
25,Month-to-month,Yes,Credit card (automatic),19.2,532.1,No,No internet service,No internet service,0,No
20,Month-to-month,No,Bank transfer (automatic),19.25,375.25,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Credit card (automatic),61.2,125.95,DSL,No,Yes,0,No
51,Two year,No,Mailed check,20.45,1042.65,No,No internet service,No internet service,0,No
46,Month-to-month,No,Bank transfer (automatic),35.05,1620.25,DSL,No,Yes,0,No
25,Month-to-month,Yes,Electronic check,100.25,2387.75,Fiber optic,No,No,0,Yes
13,Month-to-month,No,Mailed check,44,659.35,DSL,No,No,0,No
25,Month-to-month,Yes,Mailed check,102.8,2660.2,Fiber optic,No,Yes,1,Yes
26,One year,No,Mailed check,50.35,1285.8,DSL,No,No,0,No
43,One year,Yes,Electronic check,100,4211.55,Fiber optic,Yes,No,0,Yes
19,Month-to-month,Yes,Electronic check,20,377.55,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,99.85,990.9,Fiber optic,Yes,No,0,Yes
2,Month-to-month,Yes,Bank transfer (automatic),94.2,193.8,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),86.4,6058.95,DSL,Yes,Yes,0,No
18,Month-to-month,Yes,Credit card (automatic),58.4,964.9,DSL,No,Yes,1,No
9,Month-to-month,Yes,Electronic check,83.85,790.15,Fiber optic,No,No,1,Yes
27,Month-to-month,No,Credit card (automatic),88.3,2467.75,Fiber optic,No,No,1,Yes
24,Month-to-month,Yes,Electronic check,94.1,2322.85,Fiber optic,No,No,0,No
69,One year,Yes,Bank transfer (automatic),104.05,7262,Fiber optic,Yes,No,0,Yes
46,Two year,Yes,Credit card (automatic),108.9,4854.3,Fiber optic,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),107.4,7748.75,Fiber optic,Yes,Yes,1,No
22,Month-to-month,Yes,Credit card (automatic),94.7,1914.9,Fiber optic,No,No,0,Yes
70,Month-to-month,Yes,Electronic check,90.85,6470.1,Fiber optic,No,Yes,1,No
2,Month-to-month,No,Electronic check,19.9,57.4,No,No internet service,No internet service,0,No
31,Month-to-month,Yes,Credit card (automatic),66.4,2019.8,DSL,Yes,No,0,No
56,Month-to-month,Yes,Bank transfer (automatic),100.65,5688.05,Fiber optic,No,No,1,Yes
16,Month-to-month,No,Bank transfer (automatic),100.7,1522.7,Fiber optic,No,Yes,0,No
52,Two year,No,Credit card (automatic),25.6,1334.5,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Mailed check,19.85,252,No,No internet service,No internet service,0,No
35,One year,No,Mailed check,20.75,700.45,No,No internet service,No internet service,0,No
59,Two year,No,Electronic check,95.8,5655.45,Fiber optic,No,No,0,No
72,Month-to-month,Yes,Electronic check,94.65,6747.35,Fiber optic,No,No,0,No
66,Two year,Yes,Bank transfer (automatic),80.55,5265.1,DSL,No,No,1,Yes
49,Two year,No,Credit card (automatic),106.65,5174.35,Fiber optic,Yes,Yes,0,No
2,Month-to-month,Yes,Mailed check,45.85,105.6,DSL,No,No,0,No
21,Month-to-month,Yes,Electronic check,104.35,2271.85,Fiber optic,No,No,1,No
54,One year,Yes,Electronic check,55.45,2966.95,DSL,No,No,1,No
24,Month-to-month,Yes,Electronic check,78.85,1772.25,Fiber optic,No,Yes,1,Yes
1,Month-to-month,No,Electronic check,61.15,61.15,DSL,No,Yes,0,No
6,Month-to-month,Yes,Electronic check,78.95,494.95,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,44.45,44.45,DSL,No,No,0,Yes
49,One year,Yes,Credit card (automatic),109.2,5290.45,Fiber optic,No,Yes,0,No
56,Two year,Yes,Credit card (automatic),61.3,3346.8,DSL,No,Yes,0,No
56,Month-to-month,Yes,Electronic check,96.85,5219.65,Fiber optic,No,Yes,1,No
6,Two year,No,Mailed check,40.55,217.5,DSL,Yes,No,0,No
32,One year,No,Mailed check,19.8,607.7,No,No internet service,No internet service,0,No
50,One year,Yes,Electronic check,108.25,5431.4,Fiber optic,No,Yes,0,No
58,One year,Yes,Bank transfer (automatic),105.05,6004.85,Fiber optic,Yes,No,0,No
65,Two year,Yes,Mailed check,90.45,5957.9,DSL,Yes,Yes,0,No
64,Two year,Yes,Credit card (automatic),86.4,5442.05,DSL,Yes,Yes,0,No
66,Two year,No,Bank transfer (automatic),66.9,4370.25,DSL,No,Yes,0,No
38,One year,Yes,Electronic check,110.7,4428.6,Fiber optic,Yes,Yes,0,No
20,One year,Yes,Mailed check,20,416.45,No,No internet service,No internet service,0,No
36,Month-to-month,Yes,Electronic check,84.9,3067.2,Fiber optic,No,No,0,Yes
64,One year,No,Electronic check,102.1,6688.1,Fiber optic,Yes,No,1,No
1,Month-to-month,No,Mailed check,20.25,20.25,No,No internet service,No internet service,0,Yes
60,One year,Yes,Credit card (automatic),70.15,4224.7,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,74.35,74.35,Fiber optic,No,No,0,Yes
50,One year,Yes,Bank transfer (automatic),80.05,4042.2,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,62.05,62.05,DSL,Yes,No,0,Yes
72,Two year,Yes,Electronic check,49.2,3580.95,DSL,No,Yes,0,No
60,Two year,Yes,Bank transfer (automatic),20.5,1198.8,No,No internet service,No internet service,0,No
46,Two year,No,Mailed check,38.25,1755.35,DSL,Yes,Yes,0,No
69,Two year,Yes,Credit card (automatic),54.95,3772.5,DSL,No,No,0,No
31,Month-to-month,Yes,Bank transfer (automatic),96.6,2877.95,Fiber optic,Yes,No,1,No
19,One year,No,Mailed check,19.9,357.7,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),19.9,1397.3,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,84.6,959.9,Fiber optic,No,Yes,0,No
39,One year,No,Credit card (automatic),80,3182.95,DSL,Yes,Yes,0,Yes
44,One year,Yes,Bank transfer (automatic),85.25,3704.15,DSL,Yes,No,0,No
56,Two year,No,Credit card (automatic),81.25,4620.4,DSL,Yes,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),115.5,8312.75,Fiber optic,Yes,Yes,0,No
5,Month-to-month,No,Mailed check,104.1,541.9,Fiber optic,No,No,0,Yes
11,Month-to-month,Yes,Bank transfer (automatic),79,929.3,Fiber optic,No,Yes,0,No
24,Month-to-month,No,Bank transfer (automatic),39.1,971.3,DSL,No,Yes,1,Yes
15,Month-to-month,Yes,Electronic check,94.65,1285.05,Fiber optic,No,No,1,No
72,Two year,Yes,Mailed check,20.8,1521.2,No,No internet service,No internet service,0,No
56,Two year,No,Credit card (automatic),59.5,3389.25,DSL,No,No,0,No
64,Two year,Yes,Bank transfer (automatic),20.05,1198.05,No,No internet service,No internet service,1,No
34,Month-to-month,Yes,Electronic check,100.45,3414.65,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,76.5,162.45,Fiber optic,No,No,0,Yes
35,One year,No,Bank transfer (automatic),20.6,754,No,No internet service,No internet service,0,No
22,One year,No,Credit card (automatic),20.3,467.15,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,49.2,216.9,DSL,Yes,No,0,Yes
9,One year,No,Mailed check,39.55,373,DSL,No,Yes,0,No
11,Month-to-month,No,Credit card (automatic),23.15,245.2,No,No internet service,No internet service,0,Yes
23,One year,No,Mailed check,20.45,481.1,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,80.85,302.75,Fiber optic,No,No,0,Yes
68,Two year,No,Bank transfer (automatic),25.25,1728.2,No,No internet service,No internet service,0,No
33,Month-to-month,No,Electronic check,91.25,2964.05,Fiber optic,No,No,0,No
31,Month-to-month,Yes,Bank transfer (automatic),72.45,2156.25,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,60.1,60.1,DSL,Yes,No,0,Yes
56,Two year,No,Bank transfer (automatic),19.7,1051.9,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,78.95,78.95,Fiber optic,No,No,0,Yes
66,One year,Yes,Electronic check,75.1,5013,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),25,1738.9,No,No internet service,No internet service,0,No
34,Month-to-month,No,Credit card (automatic),69.15,2275.1,Fiber optic,No,No,1,No
58,Month-to-month,Yes,Electronic check,91.55,5511.65,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,45.15,98.5,DSL,No,No,0,Yes
37,Two year,No,Credit card (automatic),35.8,1316.9,DSL,No,No,0,No
71,Two year,Yes,Credit card (automatic),113.15,7993.3,Fiber optic,Yes,Yes,0,No
1,One year,No,Credit card (automatic),19.85,19.85,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),19.8,1388.45,No,No internet service,No internet service,1,No
35,One year,No,Electronic check,19.9,666,No,No internet service,No internet service,0,No
6,One year,No,Mailed check,19.7,94.45,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,79.4,244.65,Fiber optic,No,No,0,Yes
69,One year,No,Bank transfer (automatic),59.1,4134.7,DSL,Yes,No,0,No
44,One year,Yes,Mailed check,53.95,2375.4,DSL,No,No,0,Yes
53,One year,Yes,Electronic check,91.15,4862.5,Fiber optic,Yes,No,0,No
24,Month-to-month,Yes,Credit card (automatic),99.3,2431.35,Fiber optic,No,No,0,Yes
5,Month-to-month,Yes,Electronic check,68.95,351.5,Fiber optic,No,No,0,No
2,Month-to-month,No,Mailed check,51.55,106.2,DSL,No,No,0,No
62,Two year,Yes,Mailed check,24.4,1413,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,96.8,1743.05,Fiber optic,No,No,0,No
9,Month-to-month,No,Mailed check,70.05,657.5,Fiber optic,No,No,0,No
53,Two year,No,Credit card (automatic),19.5,1050.5,No,No internet service,No internet service,0,No
5,Month-to-month,No,Mailed check,78.75,426.35,Fiber optic,No,No,0,No
71,One year,No,Electronic check,69.2,4982.5,DSL,No,Yes,1,No
1,Month-to-month,Yes,Mailed check,19.55,19.55,No,No internet service,No internet service,0,No
18,Month-to-month,Yes,Electronic check,80.65,1451.9,Fiber optic,No,No,0,Yes
72,Two year,Yes,Electronic check,103.65,7634.8,Fiber optic,No,No,0,No
4,Month-to-month,No,Mailed check,54.7,235.05,DSL,No,Yes,0,No
59,Two year,No,Credit card (automatic),54.15,3116.15,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,71.1,71.1,Fiber optic,No,No,0,Yes
31,Month-to-month,Yes,Electronic check,84.85,2633.4,Fiber optic,No,No,1,No
3,Month-to-month,No,Bank transfer (automatic),20,49.65,No,No internet service,No internet service,0,No
65,One year,Yes,Electronic check,106.25,6979.8,Fiber optic,No,No,1,Yes
49,One year,Yes,Credit card (automatic),99.25,4920.8,Fiber optic,Yes,No,0,No
2,Month-to-month,No,Mailed check,19.35,46.35,No,No internet service,No internet service,0,No
53,One year,No,Bank transfer (automatic),20.8,1021.8,No,No internet service,No internet service,0,Yes
55,One year,Yes,Electronic check,94.75,5276.1,Fiber optic,No,Yes,0,No
72,Two year,Yes,Credit card (automatic),114.05,8289.2,Fiber optic,Yes,Yes,0,No
36,Month-to-month,Yes,Bank transfer (automatic),74.9,2659.45,Fiber optic,No,No,1,No
10,Month-to-month,Yes,Bank transfer (automatic),19.8,196.75,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,94,94,Fiber optic,No,No,1,Yes
72,Two year,No,Bank transfer (automatic),80.85,5824.75,DSL,Yes,Yes,0,No
28,Month-to-month,No,Bank transfer (automatic),54.65,1517.5,DSL,Yes,No,0,No
38,Month-to-month,No,Bank transfer (automatic),91.7,3479.05,Fiber optic,No,Yes,0,No
61,One year,Yes,Electronic check,118.6,7365.7,Fiber optic,Yes,Yes,0,No
52,Two year,No,Mailed check,24.55,1331.05,No,No internet service,No internet service,0,No
67,One year,Yes,Mailed check,19.45,1195.95,No,No internet service,No internet service,0,No
34,Two year,Yes,Credit card (automatic),116.15,3946.9,Fiber optic,Yes,Yes,0,No
54,Two year,No,Electronic check,80.6,4299.95,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Bank transfer (automatic),20.3,20.3,No,No internet service,No internet service,0,No
15,Month-to-month,No,Electronic check,89.85,1424.95,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Mailed check,46,193.6,DSL,No,No,0,Yes
9,Month-to-month,No,Mailed check,66.25,620.55,DSL,Yes,No,0,Yes
46,Month-to-month,Yes,Electronic check,99.8,4391.25,Fiber optic,No,No,0,No
22,Month-to-month,Yes,Electronic check,90,1993.8,Fiber optic,Yes,No,0,Yes
38,One year,Yes,Bank transfer (automatic),70.45,2597.6,Fiber optic,No,No,0,Yes
55,One year,Yes,Credit card (automatic),75,4213.9,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,19.9,19.9,No,No internet service,No internet service,0,No
64,One year,No,Credit card (automatic),80.3,5017.7,Fiber optic,No,Yes,1,No
53,Two year,No,Bank transfer (automatic),19.75,1052.35,No,No internet service,No internet service,0,Yes
58,Two year,Yes,Electronic check,84.3,4916.4,DSL,Yes,Yes,0,No
56,One year,Yes,Bank transfer (automatic),54.05,2959.8,DSL,Yes,No,0,No
72,Two year,Yes,Credit card (automatic),104.9,7559.55,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,53.95,53.95,DSL,Yes,Yes,0,Yes
72,One year,Yes,Credit card (automatic),97.25,7133.1,Fiber optic,No,No,1,No
22,Month-to-month,No,Electronic check,83.05,1799.3,Fiber optic,No,No,0,No
8,Month-to-month,Yes,Electronic check,105.5,829.55,Fiber optic,No,No,1,Yes
16,Month-to-month,Yes,Electronic check,81,1312.15,Fiber optic,No,No,0,Yes
39,Month-to-month,No,Bank transfer (automatic),41.1,1597.05,DSL,Yes,No,0,No
12,Month-to-month,Yes,Bank transfer (automatic),45,524.35,DSL,No,No,0,No
54,Two year,Yes,Bank transfer (automatic),74.55,4191.45,DSL,No,Yes,0,No
18,One year,Yes,Mailed check,40.2,711.95,DSL,Yes,Yes,0,No
32,One year,No,Mailed check,70.5,2201.75,DSL,Yes,Yes,0,No
41,One year,Yes,Mailed check,19.75,806.95,No,No internet service,No internet service,0,No
67,Two year,No,Bank transfer (automatic),24.65,1620.45,No,No internet service,No internet service,0,No
65,Month-to-month,Yes,Electronic check,104.25,6812.95,Fiber optic,No,Yes,0,No
25,Month-to-month,Yes,Bank transfer (automatic),78.35,1837.9,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.8,69.8,Fiber optic,No,No,0,Yes
67,One year,Yes,Credit card (automatic),109.7,7344.45,Fiber optic,Yes,No,0,No
7,Month-to-month,No,Mailed check,73.75,545.15,Fiber optic,No,No,1,Yes
43,Month-to-month,Yes,Credit card (automatic),33.45,1500.25,DSL,No,Yes,1,No
24,Month-to-month,Yes,Electronic check,94.6,2283.15,Fiber optic,No,Yes,0,No
9,Month-to-month,No,Electronic check,54.55,494.05,DSL,No,Yes,1,Yes
69,Two year,No,Bank transfer (automatic),20.2,1376.5,No,No internet service,No internet service,0,No
37,One year,No,Bank transfer (automatic),20.3,755.4,No,No internet service,No internet service,0,No
20,Two year,Yes,Credit card (automatic),39.4,825.4,DSL,Yes,Yes,0,No
7,Month-to-month,No,Bank transfer (automatic),69.15,488.65,Fiber optic,No,No,0,No
37,Month-to-month,Yes,Electronic check,76.25,2841.55,Fiber optic,No,No,1,Yes
5,Month-to-month,Yes,Mailed check,93.9,486.85,Fiber optic,No,No,0,Yes
41,One year,Yes,Electronic check,51.35,2075.1,DSL,No,No,0,No
54,One year,Yes,Credit card (automatic),100.05,5299.65,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,70.4,204.7,Fiber optic,No,No,1,Yes
69,Two year,No,Credit card (automatic),20.3,1356.3,No,No internet service,No internet service,1,No
53,One year,Yes,Credit card (automatic),94.45,5042.75,Fiber optic,Yes,No,0,No
18,One year,No,Credit card (automatic),46.4,812.4,DSL,No,No,0,No
64,Two year,Yes,Credit card (automatic),104.05,6605.55,Fiber optic,Yes,Yes,0,No
31,Month-to-month,Yes,Electronic check,91.15,2995.45,Fiber optic,No,No,0,Yes
20,Month-to-month,No,Credit card (automatic),24.9,505.95,DSL,No,No,0,No
57,One year,No,Mailed check,59.6,3509.4,DSL,Yes,Yes,0,No
63,Two year,No,Credit card (automatic),108.5,6991.9,Fiber optic,No,Yes,1,No
13,Two year,No,Mailed check,40.55,590.35,DSL,Yes,Yes,0,No
48,One year,Yes,Bank transfer (automatic),58.95,2789.7,DSL,No,No,1,No
2,Month-to-month,Yes,Electronic check,70.95,137.95,Fiber optic,No,No,0,Yes
57,Two year,No,Mailed check,20.75,1123.15,No,No internet service,No internet service,0,No
71,One year,Yes,Bank transfer (automatic),113.15,7953.25,Fiber optic,Yes,No,0,No
7,Month-to-month,No,Electronic check,48.8,349.8,DSL,No,No,0,No
16,Month-to-month,Yes,Bank transfer (automatic),63.05,1067.05,DSL,No,No,0,No
34,Month-to-month,No,Electronic check,100.85,3527.3,Fiber optic,No,No,0,No
37,Month-to-month,Yes,Electronic check,99.5,3762,Fiber optic,No,No,0,Yes
16,Month-to-month,Yes,Mailed check,80.55,1248.9,Fiber optic,No,No,0,No
48,One year,Yes,Bank transfer (automatic),64.4,3035.35,DSL,No,Yes,0,No
58,One year,Yes,Credit card (automatic),75.2,4300.8,DSL,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),84.9,6065.3,DSL,Yes,Yes,0,No
7,Month-to-month,No,Mailed check,19.3,144.95,No,No internet service,No internet service,0,No
38,Month-to-month,Yes,Credit card (automatic),83.9,3233.6,Fiber optic,No,Yes,0,Yes
48,Month-to-month,No,Electronic check,117.45,5438.9,Fiber optic,Yes,Yes,1,Yes
10,Month-to-month,Yes,Electronic check,104.4,1081.45,Fiber optic,No,Yes,0,Yes
30,One year,No,Credit card (automatic),74.65,2308.6,DSL,Yes,Yes,0,No
31,Month-to-month,Yes,Credit card (automatic),59.05,1882.8,DSL,No,No,0,No
46,One year,Yes,Credit card (automatic),69.1,3255.35,DSL,Yes,No,1,No
50,Two year,No,Mailed check,20.55,1067.65,No,No internet service,No internet service,0,No
28,Month-to-month,No,Bank transfer (automatic),76.55,2065.4,Fiber optic,Yes,No,0,No
66,Two year,Yes,Bank transfer (automatic),62.5,4136.4,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Electronic check,29.4,221.9,DSL,No,No,1,Yes
41,Month-to-month,Yes,Bank transfer (automatic),94.9,3848,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),111.65,8022.85,Fiber optic,Yes,No,1,No
7,One year,No,Mailed check,19.9,173.15,No,No internet service,No internet service,0,No
38,Month-to-month,No,Mailed check,20.45,781.25,No,No internet service,No internet service,0,No
44,One year,Yes,Electronic check,106.05,4510.8,Fiber optic,No,Yes,0,No
47,One year,Yes,Bank transfer (automatic),113.45,5317.8,Fiber optic,Yes,Yes,0,No
53,Month-to-month,Yes,Electronic check,92.55,4779.45,Fiber optic,Yes,No,0,No
4,Month-to-month,No,Electronic check,65.6,250.1,DSL,No,No,0,No
20,Month-to-month,Yes,Electronic check,84.35,1745.2,Fiber optic,No,No,1,No
2,Month-to-month,No,Mailed check,44.65,74.9,DSL,No,No,0,Yes
57,One year,Yes,Credit card (automatic),71.1,4140.1,DSL,No,No,1,No
44,Month-to-month,Yes,Electronic check,85.15,3670.5,Fiber optic,Yes,Yes,1,No
24,Month-to-month,Yes,Mailed check,49.7,1167.8,DSL,No,No,0,No
15,Month-to-month,Yes,Bank transfer (automatic),30.2,469.65,DSL,No,Yes,0,No
3,Month-to-month,No,Electronic check,25.25,58.9,DSL,No,No,0,Yes
4,Month-to-month,No,Bank transfer (automatic),84.05,333.55,Fiber optic,No,No,0,Yes
37,Month-to-month,Yes,Electronic check,85.7,3171.15,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,74.7,74.7,Fiber optic,No,No,0,Yes
24,Month-to-month,No,Credit card (automatic),56.35,1381.2,DSL,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,90.8,455.5,Fiber optic,No,No,0,Yes
33,Month-to-month,No,Electronic check,107.55,3645.5,Fiber optic,No,No,0,No
58,Two year,Yes,Mailed check,19.85,1158.85,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),95.9,6954.15,Fiber optic,No,Yes,0,No
71,Two year,No,Mailed check,23.85,1672.1,No,No internet service,No internet service,0,No
28,Month-to-month,Yes,Electronic check,106.15,3152.5,Fiber optic,No,No,1,Yes
51,Two year,Yes,Credit card (automatic),83.85,4307.1,DSL,Yes,Yes,0,No
30,One year,No,Bank transfer (automatic),85.35,2530.4,DSL,Yes,Yes,0,Yes
72,Two year,Yes,Credit card (automatic),84.8,6141.65,Fiber optic,Yes,Yes,1,No
36,Month-to-month,Yes,Electronic check,90.85,3186.7,Fiber optic,No,Yes,1,Yes
14,Two year,No,Bank transfer (automatic),76.1,1054.8,DSL,Yes,Yes,0,No
72,Two year,No,Mailed check,74.55,5430.65,DSL,Yes,Yes,0,No
22,Month-to-month,No,Electronic check,39.2,849.9,DSL,No,No,0,No
2,Month-to-month,No,Electronic check,79.55,151.75,Fiber optic,No,No,0,No
15,Month-to-month,No,Mailed check,19.6,299.4,No,No internet service,No internet service,0,No
51,Two year,No,Credit card (automatic),19.55,1086.75,No,No internet service,No internet service,0,No
70,Two year,Yes,Credit card (automatic),39.15,2692.75,DSL,Yes,Yes,0,No
71,Two year,No,Bank transfer (automatic),20.1,1389.6,No,No internet service,No internet service,0,No
39,Month-to-month,Yes,Credit card (automatic),99.95,3767.4,Fiber optic,Yes,No,0,No
61,Month-to-month,No,Electronic check,59.8,3641.5,DSL,No,Yes,0,No
52,Month-to-month,Yes,Bank transfer (automatic),49.75,2535.55,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,35.75,35.75,DSL,No,No,0,Yes
64,One year,Yes,Mailed check,108.5,6880.85,Fiber optic,Yes,Yes,0,No
62,Two year,Yes,Credit card (automatic),60.15,3753.2,DSL,Yes,No,0,No
30,Two year,No,Mailed check,19.05,637.55,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,46,181.6,DSL,No,No,1,Yes
63,One year,Yes,Bank transfer (automatic),84,5329.55,DSL,Yes,Yes,1,No
1,Month-to-month,Yes,Credit card (automatic),44.55,44.55,DSL,No,No,0,No
15,Month-to-month,Yes,Electronic check,103.45,1539.8,Fiber optic,Yes,No,0,No
27,One year,Yes,Credit card (automatic),80.65,2209.75,Fiber optic,No,Yes,0,No
4,Month-to-month,Yes,Mailed check,57.2,223.75,DSL,No,Yes,0,No
72,Two year,Yes,Electronic check,110.75,7751.7,Fiber optic,No,Yes,0,No
45,One year,No,Credit card (automatic),24.7,1174.35,No,No internet service,No internet service,1,No
45,Month-to-month,Yes,Electronic check,97.05,4385.05,Fiber optic,Yes,Yes,1,No
36,One year,Yes,Mailed check,76.35,2606.35,DSL,Yes,Yes,0,No
17,Month-to-month,Yes,Electronic check,89.4,1539.45,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,18.9,18.9,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Bank transfer (automatic),74.45,1261.35,Fiber optic,No,No,1,No
3,Month-to-month,Yes,Mailed check,19.8,58.15,No,No internet service,No internet service,0,Yes
4,Month-to-month,Yes,Electronic check,50.9,225.6,DSL,No,No,0,Yes
71,Two year,Yes,Credit card (automatic),84.4,5969.3,DSL,Yes,Yes,0,No
10,Month-to-month,Yes,Mailed check,24.4,253.9,No,No internet service,No internet service,0,No
20,Two year,No,Mailed check,20.05,400,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,81,340.85,Fiber optic,No,No,0,Yes
26,Month-to-month,Yes,Electronic check,98.35,2515.3,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Credit card (automatic),55.5,227.35,DSL,No,No,0,No
5,Month-to-month,Yes,Mailed check,51,305.95,DSL,No,No,0,Yes
4,Month-to-month,Yes,Electronic check,91.65,365.4,Fiber optic,No,No,0,Yes
29,Month-to-month,Yes,Electronic check,84.3,2357.75,Fiber optic,No,No,1,No
2,Month-to-month,No,Electronic check,100.2,198.5,Fiber optic,No,Yes,0,No
29,Two year,No,Mailed check,19.4,554.25,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,90.85,90.85,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,69.4,69.4,Fiber optic,No,No,0,Yes
8,Month-to-month,Yes,Credit card (automatic),94.45,742.95,Fiber optic,No,No,1,Yes
13,Month-to-month,Yes,Electronic check,20.4,251.65,No,No internet service,No internet service,0,No
59,Month-to-month,Yes,Electronic check,94.75,5597.65,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Credit card (automatic),20.15,20.15,No,No internet service,No internet service,0,Yes
50,Month-to-month,Yes,Electronic check,95.7,4816.7,Fiber optic,No,No,1,Yes
18,Month-to-month,Yes,Bank transfer (automatic),44.35,768.05,DSL,No,No,0,No
17,Month-to-month,No,Mailed check,74.55,1215.8,DSL,No,Yes,0,No
47,Two year,No,Electronic check,73.6,3522.65,DSL,No,No,0,No
26,Month-to-month,Yes,Bank transfer (automatic),74.95,1834.95,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Electronic check,47.95,305.1,DSL,No,No,0,Yes
19,Month-to-month,No,Credit card (automatic),50.1,910.45,DSL,No,No,0,No
3,Month-to-month,Yes,Electronic check,63.6,155.65,DSL,Yes,No,0,Yes
68,Two year,Yes,Electronic check,53,3656.25,DSL,No,No,1,No
2,Month-to-month,No,Bank transfer (automatic),19.85,52,No,No internet service,No internet service,0,No
7,One year,Yes,Credit card (automatic),24.35,150.85,DSL,No,No,0,No
18,Month-to-month,Yes,Mailed check,19.55,389.25,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),25.05,1873.7,No,No internet service,No internet service,0,No
13,Month-to-month,No,Credit card (automatic),93.8,1261,Fiber optic,No,Yes,1,No
3,Month-to-month,Yes,Mailed check,36.85,108.7,DSL,Yes,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),103.75,7346.2,Fiber optic,No,No,0,No
66,Two year,Yes,Credit card (automatic),56.75,3708.4,DSL,No,No,0,No
24,One year,Yes,Credit card (automatic),20.8,469.65,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,44.1,44.1,DSL,No,No,0,Yes
56,Two year,Yes,Mailed check,24.45,1385.85,No,No internet service,No internet service,0,No
22,One year,No,Bank transfer (automatic),25.6,548.8,No,No internet service,No internet service,1,No
14,Month-to-month,Yes,Electronic check,50.75,712.75,DSL,No,No,0,Yes
61,One year,Yes,Credit card (automatic),104.4,6405,Fiber optic,No,No,1,Yes
40,Month-to-month,Yes,Electronic check,39.3,1637.4,DSL,No,No,1,Yes
42,Month-to-month,No,Bank transfer (automatic),59.65,2536.55,DSL,No,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),83.3,6042.7,DSL,Yes,Yes,0,No
12,Month-to-month,Yes,Credit card (automatic),79.55,958.25,Fiber optic,Yes,No,0,No
71,Two year,No,Bank transfer (automatic),24.45,1730.65,No,No internet service,No internet service,0,No
26,One year,No,Mailed check,19.2,459.6,No,No internet service,No internet service,0,No
7,Month-to-month,No,Mailed check,29.8,201.95,DSL,No,Yes,0,No
6,Month-to-month,No,Mailed check,45.5,285.2,DSL,No,No,0,No
58,One year,Yes,Electronic check,106.45,6145.85,Fiber optic,No,Yes,0,Yes
51,Month-to-month,Yes,Credit card (automatic),30.05,1529.45,DSL,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),65.65,4664.5,DSL,Yes,Yes,0,No
18,Month-to-month,Yes,Electronic check,96.05,1740.7,Fiber optic,No,Yes,0,Yes
7,Month-to-month,Yes,Bank transfer (automatic),75.1,552.95,Fiber optic,No,No,0,Yes
47,Two year,No,Mailed check,74.05,3496.3,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,44.7,93.7,DSL,No,No,1,Yes
62,One year,Yes,Bank transfer (automatic),110.75,7053.35,Fiber optic,Yes,No,1,No
16,Two year,No,Mailed check,19.7,301.55,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Credit card (automatic),49.5,312.7,DSL,Yes,No,0,No
19,Month-to-month,Yes,Credit card (automatic),55,1046.5,DSL,Yes,No,0,Yes
69,Two year,Yes,Credit card (automatic),43.95,2960.1,DSL,No,Yes,0,No
11,Month-to-month,Yes,Electronic check,74.35,834.2,Fiber optic,No,No,0,Yes
64,Month-to-month,Yes,Electronic check,111.15,6953.4,Fiber optic,Yes,No,0,No
39,One year,Yes,Credit card (automatic),104.7,4134.85,Fiber optic,Yes,Yes,0,Yes
15,Month-to-month,Yes,Mailed check,55.7,899.8,DSL,No,Yes,0,Yes
25,Month-to-month,No,Mailed check,20.6,541.5,No,No internet service,No internet service,0,No
6,Two year,No,Credit card (automatic),19.65,116.85,No,No internet service,No internet service,0,No
66,One year,No,Bank transfer (automatic),115.8,7942.15,Fiber optic,Yes,Yes,0,No
61,Two year,No,Credit card (automatic),88.65,5321.25,DSL,Yes,No,0,No
43,Month-to-month,Yes,Electronic check,94.5,4156.8,Fiber optic,No,Yes,1,No
12,Month-to-month,No,Mailed check,20.1,223.6,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Bank transfer (automatic),34.65,768.45,DSL,No,No,1,No
71,Month-to-month,Yes,Bank transfer (automatic),52.3,3765.05,DSL,No,No,1,No
34,Month-to-month,No,Mailed check,65,2157.5,DSL,Yes,No,0,No
5,Month-to-month,No,Credit card (automatic),19.85,108.05,No,No internet service,No internet service,0,Yes
41,One year,No,Mailed check,35.45,1391.65,DSL,Yes,No,0,No
72,Two year,No,Credit card (automatic),19.7,1379.8,No,No internet service,No internet service,0,No
14,Month-to-month,Yes,Electronic check,95.6,1273.3,Fiber optic,No,No,1,No
41,Two year,Yes,Mailed check,19.85,810.45,No,No internet service,No internet service,0,No
23,One year,No,Credit card (automatic),81.85,1810.85,Fiber optic,No,Yes,0,No
71,Two year,No,Credit card (automatic),109.3,7782.85,Fiber optic,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,70.3,70.3,Fiber optic,No,No,0,Yes
72,Two year,No,Mailed check,25.4,1797.1,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,69.8,377.85,Fiber optic,No,No,0,No
23,One year,Yes,Credit card (automatic),20,445.3,No,No internet service,No internet service,0,No
10,Month-to-month,No,Electronic check,85.55,851.75,Fiber optic,No,No,1,Yes
72,Two year,Yes,Electronic check,109.9,7624.2,Fiber optic,Yes,Yes,0,No
7,Month-to-month,Yes,Bank transfer (automatic),50.3,355.1,DSL,No,Yes,0,No
6,Month-to-month,No,Mailed check,94.5,575.45,Fiber optic,No,No,0,Yes
9,Month-to-month,Yes,Electronic check,101.5,906.85,Fiber optic,Yes,No,0,No
12,Month-to-month,Yes,Electronic check,89.15,1057.55,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Mailed check,19.4,19.4,No,No internet service,No internet service,0,No
48,One year,No,Bank transfer (automatic),29.9,1388.75,DSL,No,No,1,No
20,Month-to-month,No,Electronic check,78.8,1641.3,Fiber optic,No,No,0,No
16,Month-to-month,Yes,Credit card (automatic),85.35,1375.15,Fiber optic,No,No,1,Yes
2,Month-to-month,Yes,Mailed check,79.65,152.7,Fiber optic,No,No,0,Yes
10,One year,Yes,Mailed check,19.3,185.2,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,79.6,195.05,Fiber optic,No,No,1,Yes
20,Month-to-month,No,Mailed check,96.8,1826.7,Fiber optic,Yes,No,0,No
20,One year,No,Mailed check,20.65,417.5,No,No internet service,No internet service,0,No
19,One year,No,Mailed check,19.8,344.5,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,90.6,1660,Fiber optic,No,Yes,1,Yes
22,Month-to-month,Yes,Electronic check,104.6,2180.55,Fiber optic,Yes,Yes,0,No
35,Month-to-month,No,Credit card (automatic),80.05,2835.9,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,45.15,45.15,DSL,No,No,0,No
39,Month-to-month,Yes,Credit card (automatic),73.15,2730.85,Fiber optic,No,No,0,No
54,One year,Yes,Electronic check,99.1,5437.1,Fiber optic,Yes,No,1,No
1,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,No,No internet service,No internet service,0,Yes
66,Two year,Yes,Credit card (automatic),106.05,6981.35,Fiber optic,No,Yes,0,Yes
56,Month-to-month,Yes,Mailed check,105.35,5794.45,Fiber optic,Yes,Yes,0,No
18,Month-to-month,Yes,Credit card (automatic),45.65,747.2,DSL,No,No,0,No
16,Month-to-month,Yes,Credit card (automatic),79.95,1267.95,Fiber optic,No,No,0,No
68,One year,Yes,Credit card (automatic),54.45,3674.95,DSL,No,Yes,0,No
53,Two year,No,Credit card (automatic),25.1,1275.6,No,No internet service,No internet service,1,No
72,Two year,No,Credit card (automatic),84.7,5893.9,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Electronic check,75.85,724.65,Fiber optic,No,No,0,No
30,Month-to-month,Yes,Mailed check,48.8,1536.75,DSL,No,Yes,0,No
36,Month-to-month,Yes,Electronic check,99.15,3615.6,Fiber optic,No,No,0,Yes
18,Month-to-month,Yes,Electronic check,35.2,607.3,DSL,Yes,No,0,No
55,One year,No,Electronic check,76.25,4154.55,DSL,Yes,Yes,1,No
39,Month-to-month,No,Electronic check,55.9,2184.35,DSL,No,Yes,0,Yes
21,Month-to-month,Yes,Electronic check,82.35,1852.85,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Credit card (automatic),40.4,77.15,DSL,Yes,No,0,Yes
33,One year,Yes,Bank transfer (automatic),24.9,847.8,No,No internet service,No internet service,1,No
44,Two year,No,Bank transfer (automatic),54.3,2390.45,DSL,No,No,0,No
30,Month-to-month,No,Bank transfer (automatic),66.3,1923.5,DSL,Yes,Yes,0,No
71,Two year,Yes,Bank transfer (automatic),20.9,1493.2,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,75.35,338.1,Fiber optic,No,No,0,Yes
35,One year,Yes,Electronic check,85.15,3030.6,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Credit card (automatic),75.35,75.35,Fiber optic,No,No,0,No
23,Month-to-month,Yes,Electronic check,104.45,2184.85,Fiber optic,No,No,1,No
22,One year,Yes,Credit card (automatic),49.45,1031.4,DSL,No,No,0,No
49,One year,No,Credit card (automatic),19.45,921.3,No,No internet service,No internet service,0,No
42,Month-to-month,Yes,Electronic check,92.15,3875.4,Fiber optic,No,No,0,No
33,One year,Yes,Electronic check,93.8,3124.5,Fiber optic,No,No,0,Yes
7,Two year,No,Mailed check,19.85,144.15,No,No internet service,No internet service,0,No
67,One year,Yes,Bank transfer (automatic),100.25,6689,Fiber optic,Yes,Yes,0,No
15,Month-to-month,No,Electronic check,95.7,1451.1,Fiber optic,Yes,No,0,No
67,Two year,Yes,Electronic check,93.15,6368.2,Fiber optic,No,No,0,No
53,Two year,Yes,Mailed check,69.7,3729.6,DSL,Yes,Yes,0,No
21,One year,No,Mailed check,19.8,350.1,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Mailed check,71.35,2847.2,DSL,Yes,Yes,0,No
22,One year,No,Bank transfer (automatic),20.75,452.35,No,No internet service,No internet service,0,No
39,Month-to-month,Yes,Electronic check,40.6,1494.5,DSL,Yes,No,0,No
45,One year,Yes,Electronic check,20.4,930.45,No,No internet service,No internet service,0,Yes
2,Month-to-month,No,Mailed check,20.35,41.85,No,No internet service,No internet service,0,No
57,Two year,No,Bank transfer (automatic),19.75,1272.05,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,54.4,475.1,DSL,No,No,0,No
7,Month-to-month,Yes,Credit card (automatic),94.7,673.1,Fiber optic,No,Yes,1,Yes
6,Month-to-month,Yes,Credit card (automatic),30.5,208.7,DSL,No,No,0,Yes
7,Month-to-month,No,Mailed check,20.45,150.75,No,No internet service,No internet service,0,No
49,Two year,Yes,Bank transfer (automatic),66.15,3199,DSL,Yes,No,0,No
65,One year,Yes,Electronic check,89.85,5844.65,Fiber optic,Yes,Yes,0,No
55,One year,No,Bank transfer (automatic),45.05,2462.6,DSL,No,No,0,No
71,Two year,No,Bank transfer (automatic),86.85,6263.8,DSL,Yes,Yes,0,No
35,Month-to-month,Yes,Mailed check,96.75,3403.4,Fiber optic,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,77,237.75,Fiber optic,No,No,1,Yes
11,Month-to-month,No,Credit card (automatic),20.1,221.35,No,No internet service,No internet service,0,Yes
1,Month-to-month,No,Electronic check,75.3,75.3,Fiber optic,No,No,0,Yes
17,Month-to-month,Yes,Bank transfer (automatic),106.65,1672.1,Fiber optic,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),110.15,7881.2,Fiber optic,Yes,Yes,0,No
28,One year,Yes,Bank transfer (automatic),82.85,2320.8,Fiber optic,No,Yes,0,No
18,Two year,No,Mailed check,20.1,370.5,No,No internet service,No internet service,0,No
40,One year,Yes,Credit card (automatic),99.2,4062.2,Fiber optic,Yes,No,1,Yes
52,Month-to-month,Yes,Electronic check,59.45,3043.7,DSL,No,No,0,No
47,Month-to-month,Yes,Bank transfer (automatic),58.6,2723.4,DSL,No,No,0,No
23,Month-to-month,No,Credit card (automatic),49.7,1081.25,DSL,No,No,0,No
66,Two year,No,Mailed check,65.85,4097.05,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Electronic check,73.5,632.2,Fiber optic,No,No,0,No
47,Month-to-month,No,Mailed check,85.5,4042.3,Fiber optic,No,Yes,1,Yes
7,Month-to-month,No,Mailed check,20.05,164.85,No,No internet service,No internet service,0,Yes
71,Two year,No,Credit card (automatic),113.65,8166.8,Fiber optic,Yes,Yes,0,No
50,Month-to-month,Yes,Electronic check,83.4,4113.7,Fiber optic,No,Yes,1,No
46,Two year,No,Mailed check,65.65,3047.15,DSL,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,70.4,70.4,Fiber optic,No,No,0,Yes
66,Two year,Yes,Bank transfer (automatic),61.35,4193.4,DSL,Yes,Yes,0,No
42,Month-to-month,Yes,Credit card (automatic),85.9,3729.75,Fiber optic,Yes,No,0,No
5,Month-to-month,Yes,Mailed check,75.65,399.45,Fiber optic,Yes,No,0,No
7,One year,Yes,Electronic check,49.75,331.3,DSL,No,Yes,0,Yes
29,One year,No,Credit card (automatic),70.9,1964.6,DSL,No,No,0,No
27,Month-to-month,No,Mailed check,49.85,1336.15,DSL,No,No,0,No
15,Month-to-month,Yes,Credit card (automatic),75.3,1147.45,Fiber optic,No,No,1,Yes
25,Two year,No,Mailed check,20.1,486.05,No,No internet service,No internet service,0,No
11,Month-to-month,Yes,Electronic check,94,1078.9,Fiber optic,No,No,0,Yes
57,Month-to-month,Yes,Electronic check,103.05,5925.75,Fiber optic,Yes,Yes,0,No
67,One year,Yes,Bank transfer (automatic),118.35,7804.15,Fiber optic,Yes,Yes,0,Yes
47,Month-to-month,No,Electronic check,99.7,4747.2,Fiber optic,No,No,1,No
13,Month-to-month,Yes,Mailed check,81.9,1028.9,Fiber optic,No,No,0,No
8,Month-to-month,Yes,Electronic check,30.45,226.45,DSL,No,Yes,0,Yes
44,Month-to-month,Yes,Electronic check,96.1,4364.1,Fiber optic,No,No,0,Yes
71,One year,Yes,Electronic check,66.2,4692.55,DSL,No,Yes,0,No
24,Month-to-month,Yes,Electronic check,104.25,2433.9,Fiber optic,No,No,1,Yes
15,Month-to-month,Yes,Electronic check,80.2,1217.25,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Electronic check,19.75,19.75,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Mailed check,72.6,154.3,Fiber optic,No,No,1,No
55,Month-to-month,Yes,Electronic check,116.5,6382.55,Fiber optic,Yes,Yes,1,No
71,Two year,Yes,Electronic check,106.8,7623.2,Fiber optic,Yes,No,1,No
50,Two year,No,Mailed check,24.95,1261.45,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,89.25,89.25,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Mailed check,19.25,86.05,No,No internet service,No internet service,0,No
66,One year,Yes,Bank transfer (automatic),104.55,6779.05,Fiber optic,Yes,Yes,0,No
49,One year,Yes,Mailed check,87.2,4345,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,30.75,82.85,DSL,No,No,1,No
66,One year,Yes,Credit card (automatic),25.7,1714.55,No,No internet service,No internet service,0,No
11,Month-to-month,No,Electronic check,86.2,893.2,Fiber optic,No,No,0,No
28,Month-to-month,Yes,Credit card (automatic),30.1,810.85,DSL,Yes,No,0,No
65,Two year,Yes,Electronic check,99.35,6347.55,Fiber optic,No,Yes,0,No
62,Two year,Yes,Credit card (automatic),19.2,1123.65,No,No internet service,No internet service,0,No
2,Month-to-month,No,Bank transfer (automatic),20.1,43.15,No,No internet service,No internet service,0,No
2,Month-to-month,No,Credit card (automatic),20.35,35.1,No,No internet service,No internet service,0,No
55,Two year,Yes,Credit card (automatic),25.65,1388,No,No internet service,No internet service,0,No
41,Month-to-month,Yes,Electronic check,94.55,3851.45,Fiber optic,No,No,1,No
17,Month-to-month,Yes,Electronic check,104.2,1743.5,Fiber optic,No,Yes,0,Yes
30,One year,Yes,Bank transfer (automatic),94.4,2638.1,Fiber optic,Yes,No,0,No
17,One year,No,Mailed check,56.1,946.95,DSL,No,Yes,0,No
16,Two year,No,Bank transfer (automatic),68.25,1114.85,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),24.75,1777.6,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,76.25,684.85,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,74.35,74.35,Fiber optic,No,No,0,No
23,Month-to-month,No,Electronic check,54.15,1312.45,DSL,Yes,No,0,No
8,Month-to-month,No,Bank transfer (automatic),19.45,159.2,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Mailed check,34.95,610.2,DSL,No,Yes,0,No
7,Month-to-month,Yes,Electronic check,53.65,404.35,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.65,69.65,Fiber optic,No,No,1,Yes
61,One year,No,Electronic check,104,6363.45,Fiber optic,No,Yes,0,No
57,Two year,Yes,Credit card (automatic),70.35,4124.65,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Electronic check,80.8,713.1,Fiber optic,No,No,0,Yes
15,One year,No,Mailed check,64.85,950.75,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,19.65,19.65,No,No internet service,No internet service,0,No
12,Month-to-month,No,Bank transfer (automatic),45.9,505.95,DSL,No,No,0,No
54,Two year,No,Mailed check,20,1149.65,No,No internet service,No internet service,0,No
4,Month-to-month,No,Electronic check,44.8,169.65,DSL,No,No,0,No
7,Month-to-month,Yes,Mailed check,80.3,526.7,Fiber optic,No,No,0,Yes
20,One year,No,Mailed check,20.35,393.15,No,No internet service,No internet service,0,No
26,Month-to-month,No,Mailed check,45.8,1147,DSL,Yes,Yes,0,No
36,Month-to-month,Yes,Electronic check,84.1,3021.6,Fiber optic,No,No,1,Yes
53,One year,Yes,Bank transfer (automatic),108.95,5718.2,Fiber optic,Yes,No,0,No
3,Month-to-month,Yes,Electronic check,69.35,191.35,DSL,Yes,No,0,Yes
68,Two year,No,Credit card (automatic),64.35,4539.6,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),90.8,6397.6,DSL,Yes,Yes,0,No
12,One year,No,Credit card (automatic),24.95,280.4,No,No internet service,No internet service,0,No
34,Month-to-month,Yes,Mailed check,79.6,2718.3,Fiber optic,No,No,1,Yes
68,Two year,Yes,Bank transfer (automatic),84.7,5711.05,Fiber optic,No,Yes,0,No
50,One year,Yes,Credit card (automatic),70.8,3478.15,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,36.45,36.45,DSL,No,No,1,Yes
41,Month-to-month,Yes,Electronic check,104.4,4133.95,Fiber optic,No,No,1,No
30,Month-to-month,Yes,Electronic check,101.5,2917.65,Fiber optic,Yes,No,1,No
1,Month-to-month,No,Electronic check,54.3,54.3,DSL,No,No,0,No
29,Month-to-month,Yes,Electronic check,103.95,2964.8,Fiber optic,No,No,1,No
23,Two year,Yes,Credit card (automatic),91.1,2198.3,DSL,Yes,Yes,0,No
60,Two year,No,Mailed check,19.95,1189.9,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),26.45,1914.5,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Electronic check,89.4,2001.5,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),75.1,5336.35,DSL,Yes,Yes,0,No
66,One year,No,Bank transfer (automatic),108.1,7238.6,Fiber optic,No,No,1,No
72,Two year,Yes,Electronic check,110.15,7998.8,Fiber optic,Yes,No,0,No
47,Month-to-month,No,Electronic check,80.35,3825.85,Fiber optic,No,Yes,1,Yes
51,One year,Yes,Electronic check,111.5,5703.25,Fiber optic,Yes,No,0,No
70,One year,Yes,Electronic check,106.5,7397,Fiber optic,No,No,0,No
9,One year,Yes,Electronic check,19.9,164.6,No,No internet service,No internet service,0,No
59,Two year,Yes,Mailed check,111.1,6555.2,Fiber optic,Yes,Yes,0,No
3,Month-to-month,No,Mailed check,70.7,225.65,DSL,Yes,No,0,No
38,Month-to-month,Yes,Electronic check,24.85,955.75,DSL,No,No,1,No
37,Month-to-month,No,Bank transfer (automatic),91.2,3382.3,Fiber optic,No,Yes,0,No
37,Two year,No,Bank transfer (automatic),65.6,2313.8,DSL,Yes,Yes,0,No
24,Month-to-month,Yes,Credit card (automatic),40.65,933.3,DSL,No,No,1,Yes
14,Month-to-month,No,Bank transfer (automatic),59.45,780.85,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),109.95,7852.4,Fiber optic,Yes,Yes,0,No
53,One year,Yes,Electronic check,60.45,3184.25,DSL,Yes,No,0,Yes
8,Month-to-month,Yes,Electronic check,84.9,764.95,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),38.5,2763,DSL,No,Yes,0,No
17,Month-to-month,Yes,Electronic check,92.55,1614.7,Fiber optic,No,No,1,No
2,Month-to-month,Yes,Bank transfer (automatic),73.55,145.4,Fiber optic,No,No,0,Yes
8,Month-to-month,No,Bank transfer (automatic),20.15,156.25,No,No internet service,No internet service,0,Yes
48,One year,No,Mailed check,34.7,1604.5,DSL,No,No,0,Yes
10,Month-to-month,Yes,Mailed check,24.5,270.15,No,No internet service,No internet service,0,No
0,One year,Yes,Mailed check,19.7, ,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.6,20.6,No,No internet service,No internet service,0,No
29,One year,No,Credit card (automatic),58,1734.5,DSL,Yes,Yes,0,No
65,One year,Yes,Electronic check,107.45,7047.5,Fiber optic,No,No,1,No
8,Month-to-month,Yes,Bank transfer (automatic),65.5,573.15,DSL,No,Yes,0,No
61,Two year,No,Bank transfer (automatic),25.45,1538.6,No,No internet service,No internet service,0,No
45,One year,Yes,Bank transfer (automatic),100.15,4459.8,Fiber optic,No,No,1,No
72,One year,Yes,Credit card (automatic),104.45,7459,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Electronic check,21.15,306.05,No,No internet service,No internet service,0,No
7,Month-to-month,No,Electronic check,96.2,639.7,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Mailed check,44.4,348.15,DSL,No,No,0,No
43,One year,Yes,Electronic check,107.55,4533.9,Fiber optic,Yes,No,1,Yes
58,Two year,No,Bank transfer (automatic),94.35,5563.65,Fiber optic,Yes,No,0,No
16,Month-to-month,Yes,Electronic check,98.75,1587.55,Fiber optic,No,No,1,Yes
2,Month-to-month,No,Mailed check,20.3,40.25,No,No internet service,No internet service,0,No
8,Month-to-month,No,Electronic check,101.15,842.9,Fiber optic,No,No,0,Yes
40,One year,No,Bank transfer (automatic),105.75,4228.55,Fiber optic,No,Yes,0,No
9,Month-to-month,Yes,Electronic check,81.15,784.45,Fiber optic,No,Yes,0,No
41,One year,Yes,Electronic check,89.55,3729.75,Fiber optic,Yes,No,0,No
26,Month-to-month,Yes,Credit card (automatic),54.75,1406.9,DSL,No,No,0,No
33,One year,Yes,Credit card (automatic),53.75,1857.3,DSL,Yes,No,0,No
68,One year,No,Credit card (automatic),105.75,7322.5,Fiber optic,Yes,No,0,No
65,Two year,Yes,Credit card (automatic),105.85,6725.5,Fiber optic,Yes,No,1,No
55,One year,Yes,Electronic check,64.2,3627.3,DSL,Yes,No,0,No
20,Month-to-month,Yes,Electronic check,88.7,1761.45,Fiber optic,No,No,0,Yes
19,One year,Yes,Credit card (automatic),87.7,1725.95,Fiber optic,Yes,No,0,No
45,Month-to-month,Yes,Credit card (automatic),89.3,4192.15,Fiber optic,No,No,0,No
70,Two year,Yes,Credit card (automatic),20.15,1411.2,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Electronic check,79.75,164.5,Fiber optic,No,No,0,Yes
27,Month-to-month,Yes,Mailed check,94.55,2724.6,Fiber optic,No,No,0,Yes
12,Two year,Yes,Electronic check,20.05,264.55,No,No internet service,No internet service,0,No
72,Two year,No,Credit card (automatic),67.2,4671.7,DSL,Yes,Yes,0,No
12,Month-to-month,No,Electronic check,94.55,1173.55,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Mailed check,69.05,318.5,Fiber optic,No,No,1,Yes
71,Month-to-month,Yes,Electronic check,107.5,7713.55,Fiber optic,No,Yes,1,No
35,One year,Yes,Electronic check,73,2471.25,DSL,Yes,No,1,No
70,Two year,No,Credit card (automatic),114.75,7842.3,Fiber optic,Yes,Yes,0,No
31,Month-to-month,Yes,Electronic check,76.05,2227.8,Fiber optic,No,No,0,No
52,Two year,Yes,Bank transfer (automatic),96.25,4990.25,Fiber optic,Yes,No,0,Yes
37,Month-to-month,Yes,Electronic check,101.1,3744.05,Fiber optic,No,No,1,Yes
69,One year,Yes,Bank transfer (automatic),104.7,7220.35,Fiber optic,Yes,No,0,Yes
30,Month-to-month,No,Mailed check,77.9,2351.45,Fiber optic,No,No,1,No
33,Month-to-month,Yes,Electronic check,90.65,2989.6,Fiber optic,No,Yes,0,No
54,Two year,Yes,Electronic check,110.45,6077.75,Fiber optic,Yes,No,1,No
59,One year,No,Bank transfer (automatic),68.7,4070.95,DSL,Yes,Yes,0,No
55,Month-to-month,Yes,Electronic check,44.85,2479.05,DSL,No,Yes,1,No
69,One year,Yes,Credit card (automatic),29.8,2134.3,DSL,No,No,1,No
66,One year,Yes,Bank transfer (automatic),88.9,6000.1,Fiber optic,No,No,0,No
37,One year,Yes,Mailed check,58.75,2203.1,DSL,Yes,Yes,0,No
9,One year,No,Credit card (automatic),19.85,183.15,No,No internet service,No internet service,1,No
69,Two year,No,Bank transfer (automatic),86.9,6194.1,DSL,Yes,Yes,0,No
10,Month-to-month,Yes,Mailed check,59.65,638.95,DSL,No,No,0,No
40,Month-to-month,Yes,Mailed check,55.25,2139.2,DSL,No,Yes,0,Yes
13,Month-to-month,No,Credit card (automatic),66.4,831.75,DSL,No,No,0,No
6,Month-to-month,Yes,Electronic check,90.1,521.3,Fiber optic,No,No,0,Yes
69,Two year,No,Bank transfer (automatic),20.15,1337.5,No,No internet service,No internet service,0,No
66,One year,Yes,Credit card (automatic),108.1,7181.95,Fiber optic,Yes,No,1,No
11,Month-to-month,No,Electronic check,53.75,608,DSL,No,No,0,Yes
46,One year,No,Mailed check,56.9,2560.1,DSL,Yes,Yes,0,No
6,Month-to-month,No,Electronic check,89.3,577.6,Fiber optic,No,No,0,Yes
56,Month-to-month,Yes,Mailed check,109.6,5953,Fiber optic,Yes,Yes,0,No
70,Two year,No,Credit card (automatic),25.15,1790.15,No,No internet service,No internet service,0,No
33,One year,Yes,Electronic check,79.15,2531.4,DSL,Yes,No,0,No
72,Two year,No,Credit card (automatic),66.75,4760.3,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,95.2,292.85,Fiber optic,No,No,0,Yes
19,Month-to-month,No,Mailed check,48.8,953.65,DSL,Yes,No,0,No
5,Month-to-month,No,Electronic check,45.7,198,DSL,No,No,1,Yes
71,Two year,Yes,Credit card (automatic),80.7,5705.05,DSL,Yes,No,0,No
8,Month-to-month,Yes,Electronic check,74.5,609.9,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Credit card (automatic),20.55,20.55,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.65,79.65,Fiber optic,No,No,0,Yes
61,One year,Yes,Mailed check,115.1,6993.65,Fiber optic,Yes,Yes,0,No
71,Two year,No,Bank transfer (automatic),59.7,4122.65,DSL,Yes,Yes,0,No
68,One year,No,Credit card (automatic),86.45,5762.95,Fiber optic,No,No,0,No
46,One year,No,Credit card (automatic),33.7,1537.85,DSL,Yes,No,0,No
33,One year,No,Bank transfer (automatic),80.1,2603.3,Fiber optic,No,Yes,0,No
53,Two year,Yes,Bank transfer (automatic),104.05,5566.4,Fiber optic,Yes,Yes,0,No
50,Month-to-month,No,Bank transfer (automatic),108.75,5431.9,Fiber optic,No,Yes,1,No
57,One year,Yes,Credit card (automatic),41.1,2258.25,DSL,Yes,Yes,0,No
54,Two year,Yes,Bank transfer (automatic),20.35,1092.35,No,No internet service,No internet service,0,No
60,Month-to-month,Yes,Electronic check,105.9,6401.25,Fiber optic,No,No,1,No
28,Month-to-month,Yes,Credit card (automatic),101.3,2812.2,Fiber optic,Yes,No,1,Yes
1,Month-to-month,Yes,Mailed check,80.05,80.05,Fiber optic,No,No,0,Yes
29,Month-to-month,Yes,Electronic check,89.2,2698.35,Fiber optic,No,No,0,Yes
10,Month-to-month,Yes,Electronic check,65.5,616.9,DSL,Yes,No,0,No
43,Month-to-month,Yes,Electronic check,40.45,1912.85,DSL,No,Yes,0,No
13,Month-to-month,No,Bank transfer (automatic),70.45,849.1,Fiber optic,No,No,1,No
43,Two year,Yes,Electronic check,78.8,3460.3,DSL,Yes,Yes,0,No
19,Month-to-month,Yes,Electronic check,83.65,1465.75,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,90.1,90.1,Fiber optic,No,No,0,No
69,Two year,Yes,Credit card (automatic),82.45,5555.3,DSL,Yes,Yes,0,No
61,Two year,No,Credit card (automatic),20.25,1278.8,No,No internet service,No internet service,0,No
43,Month-to-month,No,Bank transfer (automatic),66.25,2907.35,DSL,Yes,Yes,0,No
6,Month-to-month,No,Bank transfer (automatic),19.5,146.3,No,No internet service,No internet service,0,Yes
1,Month-to-month,No,Mailed check,51.25,51.25,DSL,Yes,No,0,Yes
56,Month-to-month,No,Mailed check,89.7,4952.95,Fiber optic,No,No,0,No
70,Two year,No,Bank transfer (automatic),64.55,4504.9,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,45.6,45.6,DSL,No,No,0,Yes
49,One year,Yes,Electronic check,93.65,4520.15,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Bank transfer (automatic),49.65,267.35,DSL,Yes,No,0,Yes
32,Two year,No,Mailed check,73.6,2316.85,DSL,Yes,Yes,0,No
72,Two year,Yes,Mailed check,109.75,8075.35,Fiber optic,Yes,Yes,1,No
37,Two year,No,Credit card (automatic),61.45,2302.35,DSL,Yes,Yes,0,No
69,One year,Yes,Credit card (automatic),106.4,7251.9,Fiber optic,Yes,Yes,0,No
26,Month-to-month,No,Bank transfer (automatic),81.9,2078.55,DSL,Yes,No,0,No
58,One year,Yes,Credit card (automatic),105.2,6225.4,Fiber optic,No,No,0,No
24,One year,No,Bank transfer (automatic),54.6,1242.25,DSL,Yes,No,0,No
5,One year,No,Electronic check,20.55,99.45,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Electronic check,20,288.05,No,No internet service,No internet service,0,Yes
30,Two year,No,Mailed check,19.7,599.25,No,No internet service,No internet service,0,No
55,One year,Yes,Credit card (automatic),66.05,3462.1,DSL,Yes,Yes,0,No
25,Month-to-month,Yes,Bank transfer (automatic),34,853,DSL,No,No,0,Yes
10,Month-to-month,Yes,Mailed check,92.5,934.1,Fiber optic,Yes,No,1,Yes
44,Two year,Yes,Credit card (automatic),54.05,2375.2,DSL,Yes,Yes,0,No
47,One year,Yes,Mailed check,58.9,2813.05,DSL,Yes,Yes,0,No
13,Month-to-month,No,Electronic check,88.35,1222.8,Fiber optic,No,No,0,Yes
49,Two year,Yes,Bank transfer (automatic),107.95,5293.2,Fiber optic,Yes,No,0,Yes
64,One year,Yes,Mailed check,96.9,6314.35,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,19.1,19.1,No,No internet service,No internet service,0,No
20,Month-to-month,No,Mailed check,50,1003.05,DSL,Yes,No,0,No
37,Two year,No,Electronic check,45.4,1593.1,DSL,Yes,Yes,0,No
30,Month-to-month,No,Electronic check,85.45,2509.95,Fiber optic,No,No,0,No
38,One year,No,Bank transfer (automatic),84.1,3187.65,DSL,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,74.45,74.45,Fiber optic,No,No,1,Yes
37,Month-to-month,Yes,Electronic check,64.75,2345.2,DSL,No,No,0,Yes
52,Two year,No,Credit card (automatic),66.25,3330.1,DSL,Yes,Yes,0,No
71,Two year,Yes,Credit card (automatic),76.9,5522.7,DSL,Yes,Yes,0,No
26,Month-to-month,No,Electronic check,89.8,2335.3,Fiber optic,No,No,0,Yes
66,Two year,Yes,Credit card (automatic),74.6,4798.4,DSL,No,Yes,0,No
72,Two year,Yes,Credit card (automatic),116.95,8594.4,Fiber optic,Yes,Yes,0,No
25,One year,Yes,Credit card (automatic),40.65,970.55,DSL,No,Yes,0,No
69,Two year,Yes,Bank transfer (automatic),114.35,7665.8,Fiber optic,Yes,Yes,0,No
53,Two year,No,Bank transfer (automatic),69.7,3686.05,DSL,No,Yes,0,No
12,One year,No,Mailed check,95.5,1115.15,Fiber optic,No,No,0,Yes
26,Month-to-month,Yes,Electronic check,98.65,2537,Fiber optic,Yes,No,0,No
21,Month-to-month,No,Mailed check,61.65,1393.6,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,89.35,89.35,Fiber optic,No,No,0,No
48,Month-to-month,Yes,Electronic check,95.4,4445.3,Fiber optic,Yes,Yes,0,No
26,One year,No,Credit card (automatic),35.4,978.6,DSL,No,Yes,0,No
60,Two year,No,Mailed check,19.95,1258.15,No,No internet service,No internet service,0,No
18,Month-to-month,No,Mailed check,19.25,331.35,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Electronic check,29.65,291.4,DSL,Yes,No,1,Yes
5,Month-to-month,Yes,Electronic check,84.5,453.75,Fiber optic,No,Yes,0,Yes
4,One year,Yes,Mailed check,20.4,84.75,No,No internet service,No internet service,0,No
65,Two year,No,Credit card (automatic),24.75,1715.1,No,No internet service,No internet service,0,No
70,Two year,No,Mailed check,25.35,1715.15,No,No internet service,No internet service,0,No
18,Month-to-month,Yes,Credit card (automatic),90.7,1597.25,Fiber optic,No,No,0,Yes
62,Two year,No,Bank transfer (automatic),20,1250.1,No,No internet service,No internet service,0,No
66,Two year,Yes,Electronic check,59.75,3996.8,DSL,No,Yes,0,No
65,Two year,Yes,Bank transfer (automatic),82.5,5215.1,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,70.3,235.5,Fiber optic,No,No,1,Yes
34,Month-to-month,No,Mailed check,20.35,673.2,No,No internet service,No internet service,0,No
16,Month-to-month,Yes,Bank transfer (automatic),90.8,1442.2,Fiber optic,No,No,0,No
54,One year,Yes,Bank transfer (automatic),103.95,5639.05,Fiber optic,No,Yes,0,Yes
50,Month-to-month,Yes,Electronic check,104.95,5222.35,Fiber optic,Yes,No,1,No
71,Two year,Yes,Electronic check,105.25,7291.75,Fiber optic,Yes,No,0,No
10,Month-to-month,Yes,Electronic check,74.75,799.65,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,50.8,50.8,DSL,Yes,No,0,Yes
18,One year,No,Mailed check,23.75,424.5,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,61.3,249.4,DSL,Yes,No,0,No
58,Two year,No,Mailed check,75.8,4415.75,DSL,Yes,Yes,0,No
56,One year,Yes,Electronic check,98,5270.6,Fiber optic,No,Yes,0,No
2,Month-to-month,Yes,Electronic check,80.25,144.55,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Electronic check,78.9,2447.95,Fiber optic,No,No,0,Yes
56,One year,Yes,Mailed check,52,2884.9,DSL,Yes,Yes,0,No
36,Month-to-month,Yes,Electronic check,84.75,3050.15,Fiber optic,No,No,0,Yes
4,Month-to-month,Yes,Mailed check,64.4,253,DSL,Yes,No,0,No
53,Month-to-month,No,Bank transfer (automatic),85.45,4517.25,Fiber optic,No,No,0,Yes
10,Month-to-month,Yes,Credit card (automatic),45.8,436.2,DSL,No,No,0,No
4,Month-to-month,No,Electronic check,30.5,118.4,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,19.9,19.9,No,No internet service,No internet service,0,Yes
51,Month-to-month,No,Mailed check,69.15,3649.6,Fiber optic,No,No,0,No
12,Month-to-month,Yes,Electronic check,99.45,1200.15,Fiber optic,No,No,1,Yes
6,One year,Yes,Mailed check,49.25,255.6,DSL,Yes,No,0,No
63,Two year,No,Bank transfer (automatic),39.35,2395.05,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,70.6,70.6,Fiber optic,No,No,0,Yes
48,Month-to-month,Yes,Credit card (automatic),105.1,5083.55,Fiber optic,Yes,No,0,No
5,Month-to-month,Yes,Credit card (automatic),81,389.6,Fiber optic,No,No,0,Yes
35,One year,Yes,Credit card (automatic),20.1,644.5,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,84.85,523.5,Fiber optic,No,No,0,Yes
2,Month-to-month,No,Mailed check,19.75,39.3,No,No internet service,No internet service,0,No
50,One year,No,Bank transfer (automatic),19.75,989.05,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Bank transfer (automatic),70.4,2406.1,Fiber optic,No,No,0,No
31,Two year,No,Mailed check,20.45,638.55,No,No internet service,No internet service,0,No
9,Two year,No,Mailed check,20.35,191.1,No,No internet service,No internet service,0,No
54,Month-to-month,Yes,Electronic check,86.2,4524.05,DSL,Yes,No,0,No
46,One year,Yes,Credit card (automatic),95.65,4664.2,Fiber optic,No,Yes,0,No
34,One year,Yes,Electronic check,103.8,3470.8,Fiber optic,No,Yes,0,No
71,Two year,Yes,Electronic check,97.2,6910.3,Fiber optic,No,Yes,0,No
63,Two year,No,Mailed check,63.55,4014.2,DSL,Yes,Yes,0,No
51,Two year,No,Bank transfer (automatic),24.95,1288,No,No internet service,No internet service,0,No
26,Month-to-month,Yes,Electronic check,89.15,2277.65,Fiber optic,No,No,1,Yes
64,Two year,Yes,Bank transfer (automatic),99,6375.8,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,24.8,24.8,DSL,No,No,1,Yes
61,One year,Yes,Bank transfer (automatic),85.55,5251.75,Fiber optic,Yes,No,1,No
15,Month-to-month,Yes,Credit card (automatic),94,1505.45,Fiber optic,No,No,0,No
64,One year,Yes,Credit card (automatic),105.65,6903.1,Fiber optic,Yes,No,0,Yes
18,Month-to-month,Yes,Electronic check,50.3,913.3,DSL,No,No,0,No
57,One year,Yes,Electronic check,95,5535.8,Fiber optic,No,No,0,No
14,Two year,Yes,Bank transfer (automatic),61.4,815.55,DSL,No,Yes,0,No
18,Month-to-month,Yes,Credit card (automatic),80.55,1411.65,Fiber optic,No,No,1,No
72,Two year,No,Bank transfer (automatic),78.5,5602.25,Fiber optic,No,Yes,1,No
70,Two year,No,Credit card (automatic),114.3,8244.3,Fiber optic,Yes,Yes,0,No
38,Two year,No,Mailed check,20.05,741.5,No,No internet service,No internet service,0,No
68,Two year,No,Credit card (automatic),62.65,4375.8,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Electronic check,80.85,1008.7,Fiber optic,No,No,0,Yes
65,Two year,Yes,Credit card (automatic),92.7,5968.4,Fiber optic,No,Yes,1,No
30,Month-to-month,No,Electronic check,100.45,3096.9,Fiber optic,No,No,0,No
51,Two year,Yes,Bank transfer (automatic),75.2,3901.25,DSL,Yes,No,0,No
31,Month-to-month,Yes,Credit card (automatic),84.75,2613.4,Fiber optic,No,Yes,0,No
9,Month-to-month,No,Electronic check,89.45,853.1,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),79.5,5661.7,DSL,Yes,Yes,0,No
10,Month-to-month,Yes,Credit card (automatic),72.15,794.25,DSL,No,No,0,Yes
37,One year,Yes,Electronic check,19.8,695.05,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,76.4,160.8,DSL,Yes,No,0,Yes
55,One year,Yes,Mailed check,100.9,5552.05,Fiber optic,No,Yes,0,No
33,Month-to-month,Yes,Bank transfer (automatic),95.3,3275.15,Fiber optic,No,Yes,0,No
46,One year,No,Bank transfer (automatic),90.95,4236.6,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Electronic check,54.5,54.5,DSL,Yes,Yes,0,No
20,Month-to-month,Yes,Mailed check,61.6,1174.35,DSL,No,No,1,Yes
9,Month-to-month,Yes,Electronic check,79.9,741.7,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Credit card (automatic),96.15,3019.25,Fiber optic,No,No,1,Yes
19,Month-to-month,Yes,Bank transfer (automatic),49.6,962.9,DSL,No,No,0,No
70,Two year,No,Credit card (automatic),65.3,4759.75,DSL,Yes,Yes,0,Yes
61,Two year,Yes,Credit card (automatic),25,1498.35,No,No internet service,No internet service,0,No
26,Month-to-month,No,Electronic check,45.45,1233.15,DSL,No,No,0,No
45,Month-to-month,Yes,Bank transfer (automatic),107.75,4882.8,Fiber optic,No,No,0,No
62,Two year,Yes,Credit card (automatic),89.1,5411.65,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,19.65,19.65,No,No internet service,No internet service,0,Yes
3,Month-to-month,No,Mailed check,44.75,148.05,DSL,No,No,0,No
41,One year,Yes,Bank transfer (automatic),101.6,3930.55,Fiber optic,No,Yes,0,No
67,Two year,No,Bank transfer (automatic),103.15,6895.5,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,84.65,84.65,Fiber optic,No,No,0,Yes
71,One year,No,Mailed check,95.65,6856.95,Fiber optic,No,Yes,0,No
37,One year,No,Bank transfer (automatic),75.1,2658.8,DSL,No,Yes,0,No
60,Two year,Yes,Mailed check,61.35,3766.2,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.55,69.55,Fiber optic,No,No,1,Yes
6,Month-to-month,No,Credit card (automatic),19.7,129.55,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,31.05,347.25,DSL,No,No,0,Yes
11,Month-to-month,No,Bank transfer (automatic),51,581.7,DSL,No,Yes,0,No
7,Month-to-month,Yes,Mailed check,51,354.05,DSL,No,Yes,0,Yes
10,Month-to-month,Yes,Electronic check,88.85,929.45,Fiber optic,No,No,0,No
34,Two year,No,Credit card (automatic),20.05,679,No,No internet service,No internet service,0,No
62,Two year,Yes,Mailed check,65.1,3846.75,DSL,Yes,Yes,0,No
64,One year,Yes,Mailed check,70.15,4480.7,DSL,Yes,No,0,No
1,Month-to-month,Yes,Bank transfer (automatic),44.35,44.35,DSL,No,No,0,Yes
25,Two year,Yes,Mailed check,20.75,499.4,No,No internet service,No internet service,0,No
26,One year,Yes,Mailed check,56.05,1553.2,DSL,No,No,0,No
10,One year,Yes,Bank transfer (automatic),19.95,219.5,No,No internet service,No internet service,0,No
53,One year,No,Mailed check,98.6,5311.85,Fiber optic,No,Yes,0,No
7,Month-to-month,Yes,Electronic check,79.7,586.05,Fiber optic,No,No,0,Yes
33,Month-to-month,Yes,Credit card (automatic),79,2576.8,Fiber optic,No,No,0,No
71,Two year,No,Credit card (automatic),89.45,6435.25,Fiber optic,No,No,1,No
29,Month-to-month,Yes,Electronic check,74.2,1993.25,Fiber optic,No,No,0,No
24,Month-to-month,No,Bank transfer (automatic),81,1923.85,DSL,Yes,Yes,0,No
20,Month-to-month,Yes,Electronic check,49.6,939.8,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,84.6,84.6,Fiber optic,No,No,0,No
54,Month-to-month,Yes,Credit card (automatic),55,3092.65,DSL,No,No,0,Yes
5,Month-to-month,Yes,Mailed check,84.85,415.55,Fiber optic,No,No,1,Yes
72,Two year,Yes,Bank transfer (automatic),84.2,5986.55,DSL,Yes,Yes,0,No
52,Two year,Yes,Electronic check,106.3,5487,Fiber optic,Yes,Yes,0,No
9,Month-to-month,No,Electronic check,69.05,651.5,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Mailed check,45.4,45.4,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,73.65,73.65,Fiber optic,No,No,1,Yes
33,One year,Yes,Mailed check,73.9,2405.05,DSL,Yes,No,0,Yes
55,Month-to-month,Yes,Electronic check,77.75,4458.15,Fiber optic,No,No,0,Yes
69,Two year,Yes,Electronic check,99.35,6856.45,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,50.75,50.75,DSL,No,Yes,0,No
54,Two year,No,Bank transfer (automatic),87.1,4735.2,DSL,Yes,Yes,0,No
33,One year,Yes,Mailed check,20.15,682.15,No,No internet service,No internet service,0,No
45,One year,Yes,Bank transfer (automatic),98.7,4525.8,Fiber optic,Yes,No,1,No
11,Month-to-month,No,Electronic check,25.2,321.05,DSL,No,No,0,No
6,Month-to-month,Yes,Bank transfer (automatic),55.7,335.65,DSL,No,Yes,0,No
21,Month-to-month,No,Bank transfer (automatic),65.35,1424.4,DSL,No,Yes,0,No
65,Two year,Yes,Bank transfer (automatic),25.3,1748.55,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,84.35,474.9,Fiber optic,No,No,1,Yes
8,Month-to-month,No,Electronic check,84.95,668.4,Fiber optic,No,Yes,0,Yes
11,Month-to-month,Yes,Electronic check,73.85,926.25,Fiber optic,Yes,No,0,Yes
43,Two year,No,Mailed check,24.25,1077.95,No,No internet service,No internet service,0,No
49,One year,Yes,Bank transfer (automatic),51.8,2541.25,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,46,46,DSL,No,No,1,Yes
15,Month-to-month,Yes,Electronic check,79.4,1156.1,Fiber optic,No,No,1,Yes
60,Two year,No,Bank transfer (automatic),60.5,3694.45,DSL,No,Yes,0,No
17,Month-to-month,No,Credit card (automatic),25.1,382.8,DSL,No,No,0,No
16,Month-to-month,Yes,Bank transfer (automatic),71.8,1167.8,Fiber optic,No,No,1,Yes
35,One year,No,Bank transfer (automatic),20.05,746.75,No,No internet service,No internet service,0,No
44,One year,No,Mailed check,88.4,3912.9,Fiber optic,No,No,1,Yes
12,One year,No,Credit card (automatic),30.25,368.85,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.2,20.2,No,No internet service,No internet service,0,No
28,One year,Yes,Electronic check,59.9,1654.7,DSL,Yes,Yes,0,No
70,Two year,No,Bank transfer (automatic),25.15,1940.85,No,No internet service,No internet service,0,No
5,Month-to-month,No,Mailed check,46,221.7,DSL,No,No,0,Yes
18,Month-to-month,No,Credit card (automatic),101.3,1794.65,Fiber optic,No,No,0,No
70,Two year,Yes,Credit card (automatic),76.95,5289.8,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Mailed check,55.3,501.2,DSL,No,No,0,No
67,Two year,Yes,Bank transfer (automatic),92.45,6140.85,Fiber optic,Yes,Yes,1,No
1,Month-to-month,Yes,Bank transfer (automatic),48.45,48.45,DSL,No,Yes,0,No
18,Two year,No,Mailed check,19.35,309.25,No,No internet service,No internet service,0,No
4,Month-to-month,No,Credit card (automatic),51.75,201.1,DSL,No,No,0,Yes
71,One year,Yes,Bank transfer (automatic),86.7,6179.35,Fiber optic,No,Yes,1,No
30,Month-to-month,Yes,Electronic check,94.4,2838.7,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,55.7,55.7,DSL,No,Yes,0,No
55,One year,Yes,Credit card (automatic),84.25,4589.85,Fiber optic,No,Yes,0,No
59,Month-to-month,Yes,Electronic check,64.65,3735.45,DSL,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,70.15,70.15,Fiber optic,No,No,0,Yes
7,Month-to-month,Yes,Bank transfer (automatic),69.2,477.55,Fiber optic,No,No,0,No
45,Two year,No,Bank transfer (automatic),54.65,2553.7,DSL,Yes,Yes,0,No
54,One year,Yes,Bank transfer (automatic),24.75,1342.15,No,No internet service,No internet service,0,No
51,One year,Yes,Mailed check,23.95,1216.35,No,No internet service,No internet service,0,No
72,One year,No,Credit card (automatic),105,7578.05,Fiber optic,No,No,1,No
44,One year,Yes,Bank transfer (automatic),59.85,2603.95,DSL,Yes,Yes,0,No
2,Month-to-month,No,Mailed check,20.05,42.7,No,No internet service,No internet service,0,No
66,One year,Yes,Bank transfer (automatic),92.15,6056.9,Fiber optic,No,No,0,No
68,One year,No,Mailed check,44.8,2983.65,DSL,No,Yes,0,No
31,Two year,No,Credit card (automatic),20.9,689.35,No,No internet service,No internet service,0,No
21,Month-to-month,Yes,Bank transfer (automatic),95.4,2025.1,Fiber optic,No,No,1,No
21,Month-to-month,No,Electronic check,80.35,1747.2,Fiber optic,No,Yes,0,No
55,Two year,Yes,Bank transfer (automatic),85.1,4657.95,DSL,Yes,Yes,0,No
9,Month-to-month,Yes,Credit card (automatic),34.7,296.1,DSL,No,No,0,Yes
71,Two year,Yes,Bank transfer (automatic),115.05,8016.6,Fiber optic,Yes,Yes,1,No
1,Month-to-month,Yes,Electronic check,81.1,81.1,Fiber optic,No,No,0,Yes
22,One year,No,Mailed check,19.95,433.5,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.55,20.55,No,No internet service,No internet service,0,Yes
61,Two year,Yes,Electronic check,106.6,6428.4,Fiber optic,Yes,No,0,Yes
67,Two year,No,Bank transfer (automatic),86.15,5883.85,DSL,Yes,No,0,No
14,Month-to-month,No,Electronic check,78.85,1043.8,Fiber optic,No,Yes,1,No
59,Month-to-month,Yes,Electronic check,106.75,6252.9,Fiber optic,Yes,Yes,0,Yes
21,Month-to-month,No,Bank transfer (automatic),86.55,1857.25,Fiber optic,No,No,1,No
4,Month-to-month,No,Mailed check,42.4,146.4,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,89.45,240.45,Fiber optic,No,No,0,Yes
70,Two year,No,Bank transfer (automatic),24.25,1724.15,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,97.9,315.3,Fiber optic,Yes,No,0,Yes
21,One year,No,Bank transfer (automatic),20.5,429.55,No,No internet service,No internet service,1,No
20,Month-to-month,Yes,Credit card (automatic),19.6,356.15,No,No internet service,No internet service,0,No
22,One year,No,Bank transfer (automatic),20.25,488.25,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,55.7,55.7,DSL,No,No,0,Yes
63,Two year,Yes,Mailed check,20.6,1298.7,No,No internet service,No internet service,0,No
70,Two year,No,Bank transfer (automatic),19.8,1378.75,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,79.8,973.45,Fiber optic,No,No,0,Yes
5,Month-to-month,No,Electronic check,80.2,384.25,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),116.4,8543.25,Fiber optic,Yes,Yes,0,No
13,Month-to-month,Yes,Electronic check,31.65,389.95,DSL,No,No,0,No
61,Month-to-month,No,Credit card (automatic),94.15,5731.85,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Electronic check,20.65,20.65,No,No internet service,No internet service,0,No
56,Month-to-month,Yes,Bank transfer (automatic),76.85,4275.75,Fiber optic,Yes,No,1,No
4,Month-to-month,No,Mailed check,20.15,84.5,No,No internet service,No internet service,0,No
35,Two year,No,Mailed check,55.25,1924.1,DSL,No,Yes,0,No
18,Month-to-month,Yes,Electronic check,39.05,669.85,DSL,No,No,0,Yes
72,Two year,No,Bank transfer (automatic),82.15,5784.3,DSL,No,No,0,No
49,One year,No,Bank transfer (automatic),103,5166.2,Fiber optic,Yes,Yes,1,No
44,Month-to-month,Yes,Credit card (automatic),95.1,4060.55,Fiber optic,Yes,Yes,0,No
3,Month-to-month,Yes,Mailed check,83.9,267.4,Fiber optic,Yes,No,1,Yes
37,Month-to-month,Yes,Electronic check,95.15,3532.85,Fiber optic,No,No,0,No
61,One year,Yes,Electronic check,79.8,4914.8,DSL,No,No,0,No
70,Two year,Yes,Credit card (automatic),74.8,5315.8,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.85,69.85,Fiber optic,No,No,1,Yes
41,Month-to-month,No,Electronic check,20.45,775.6,No,No internet service,No internet service,0,No
70,One year,No,Bank transfer (automatic),78.35,5445.95,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,53.55,53.55,DSL,No,No,0,Yes
51,One year,No,Electronic check,19.1,1007.8,No,No internet service,No internet service,0,No
42,Two year,No,Mailed check,20,833.55,No,No internet service,No internet service,0,No
70,Two year,No,Bank transfer (automatic),93.9,6579.05,Fiber optic,Yes,Yes,0,Yes
48,One year,No,Bank transfer (automatic),19.95,1004.5,No,No internet service,No internet service,0,No
68,Two year,Yes,Electronic check,113.15,7856,Fiber optic,Yes,Yes,0,Yes
48,Two year,No,Credit card (automatic),24,1183.05,No,No internet service,No internet service,0,No
26,Month-to-month,No,Electronic check,84.95,2169.75,Fiber optic,No,No,1,Yes
11,Month-to-month,Yes,Bank transfer (automatic),80.5,896.9,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,19.3,19.3,No,No internet service,No internet service,0,Yes
27,One year,No,Mailed check,19.15,501.35,No,No internet service,No internet service,0,No
46,One year,Yes,Bank transfer (automatic),91.3,4126.35,Fiber optic,No,No,1,No
1,Month-to-month,Yes,Mailed check,49.65,49.65,DSL,No,No,0,Yes
46,Two year,No,Credit card (automatic),54.35,2460.15,DSL,Yes,No,0,Yes
25,Month-to-month,Yes,Mailed check,19.15,477.6,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,88.45,370.65,Fiber optic,No,No,0,Yes
13,Two year,No,Mailed check,19.75,265.75,No,No internet service,No internet service,0,No
31,One year,Yes,Credit card (automatic),75.5,2424.45,DSL,Yes,Yes,0,No
23,Month-to-month,Yes,Electronic check,83.75,1849.95,Fiber optic,No,No,0,No
2,Month-to-month,No,Mailed check,19.4,61.05,No,No internet service,No internet service,0,No
65,Two year,No,Bank transfer (automatic),26.5,1698.55,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Bank transfer (automatic),90.5,1910.6,Fiber optic,Yes,No,1,Yes
55,One year,No,Credit card (automatic),19.15,998.1,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Mailed check,94.85,890.6,Fiber optic,Yes,No,0,Yes
7,Month-to-month,Yes,Bank transfer (automatic),69.95,529.5,Fiber optic,No,No,0,Yes
35,One year,No,Mailed check,40.9,1383.6,DSL,Yes,No,0,No
6,Two year,Yes,Mailed check,80.25,493.4,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Credit card (automatic),48.6,48.6,DSL,No,Yes,0,Yes
17,Month-to-month,Yes,Electronic check,70.8,1207,Fiber optic,No,No,0,No
10,Month-to-month,No,Mailed check,60.2,563.5,DSL,No,No,0,No
15,One year,No,Credit card (automatic),55.2,864.55,DSL,Yes,No,0,No
40,Month-to-month,Yes,Electronic check,55.8,2109.35,DSL,No,Yes,1,Yes
13,One year,No,Bank transfer (automatic),54.15,701.05,DSL,Yes,Yes,0,No
29,Month-to-month,Yes,Bank transfer (automatic),80.15,2265.25,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,75.5,220.6,Fiber optic,No,No,0,Yes
58,Month-to-month,Yes,Bank transfer (automatic),100.4,5749.8,Fiber optic,Yes,No,1,No
45,One year,Yes,Credit card (automatic),62.55,2796.45,DSL,Yes,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),70.45,5165.7,DSL,Yes,Yes,0,No
68,One year,Yes,Bank transfer (automatic),85.5,5696.6,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Bank transfer (automatic),20.2,20.2,No,No internet service,No internet service,0,Yes
38,Month-to-month,No,Electronic check,54.5,2076.05,DSL,No,Yes,0,No
2,Month-to-month,No,Mailed check,20.75,44.2,No,No internet service,No internet service,0,No
11,Month-to-month,No,Mailed check,20.35,215.25,No,No internet service,No internet service,0,No
20,One year,Yes,Bank transfer (automatic),91,1859.5,Fiber optic,No,No,1,No
72,Two year,Yes,Bank transfer (automatic),104.8,7470.1,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Credit card (automatic),74.75,229.5,Fiber optic,No,No,0,Yes
23,Month-to-month,Yes,Mailed check,104.05,2470.1,Fiber optic,Yes,No,0,Yes
40,Month-to-month,Yes,Electronic check,51.1,2092.9,DSL,Yes,No,0,No
62,Month-to-month,Yes,Bank transfer (automatic),89.8,5629.55,Fiber optic,No,No,1,No
22,Month-to-month,Yes,Electronic check,20.55,469.85,No,No internet service,No internet service,0,No
11,Month-to-month,No,Bank transfer (automatic),64.05,733.95,DSL,No,Yes,0,No
7,Month-to-month,Yes,Electronic check,74.85,485.25,Fiber optic,No,No,1,No
13,Month-to-month,Yes,Electronic check,96.65,1244.5,Fiber optic,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,20.05,20.05,No,No internet service,No internet service,1,Yes
39,Month-to-month,Yes,Electronic check,103.45,3994.45,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Mailed check,25,78.25,DSL,No,No,0,No
58,Two year,No,Credit card (automatic),20.3,1131.5,No,No internet service,No internet service,0,No
6,Month-to-month,No,Mailed check,26.35,184.05,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,19.9,19.9,No,No internet service,No internet service,0,Yes
22,Month-to-month,Yes,Mailed check,54.7,1178.75,DSL,No,No,0,No
14,Month-to-month,No,Electronic check,46.35,667.7,DSL,No,No,0,Yes
64,One year,No,Credit card (automatic),90.25,5629.15,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,19.95,19.95,No,No internet service,No internet service,0,Yes
6,Month-to-month,No,Mailed check,20.65,109.3,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,79.6,79.6,Fiber optic,No,No,0,Yes
39,One year,No,Bank transfer (automatic),25.45,958.45,No,No internet service,No internet service,0,No
20,One year,No,Mailed check,19.5,403.15,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,75.9,75.9,Fiber optic,Yes,No,0,Yes
1,Month-to-month,No,Electronic check,76.2,76.2,Fiber optic,No,No,0,Yes
64,One year,Yes,Credit card (automatic),66.15,4392.5,DSL,No,Yes,0,No
1,Month-to-month,No,Mailed check,19.25,19.25,No,No internet service,No internet service,0,Yes
46,Month-to-month,Yes,Credit card (automatic),69.1,3168,DSL,No,No,0,No
28,One year,Yes,Electronic check,39.1,1096.6,DSL,No,No,1,No
33,Month-to-month,No,Mailed check,20.05,669.45,No,No internet service,No internet service,0,No
39,One year,No,Electronic check,59.8,2343.85,DSL,No,Yes,0,No
42,Month-to-month,Yes,Electronic check,84.3,3588.4,Fiber optic,Yes,No,0,Yes
1,Month-to-month,Yes,Electronic check,48.6,48.6,DSL,No,No,0,No
7,Month-to-month,Yes,Electronic check,79,522.95,Fiber optic,No,No,0,Yes
70,Two year,No,Credit card (automatic),105.35,7511.9,Fiber optic,No,Yes,1,No
65,Two year,Yes,Bank transfer (automatic),25.1,1725,No,No internet service,No internet service,0,No
1,Month-to-month,No,Electronic check,49.75,49.75,DSL,No,Yes,0,No
18,Month-to-month,Yes,Electronic check,94.75,1691.9,Fiber optic,No,No,0,No
24,Month-to-month,Yes,Electronic check,93,2248.05,Fiber optic,No,No,0,No
63,Two year,Yes,Bank transfer (automatic),71.9,4479.2,DSL,Yes,Yes,0,No
44,One year,Yes,Mailed check,77.55,3471.1,DSL,No,No,0,No
4,Month-to-month,Yes,Electronic check,19.85,63,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,70.25,70.25,Fiber optic,No,No,0,Yes
37,Month-to-month,Yes,Electronic check,95.25,3314.15,Fiber optic,No,No,0,No
10,Month-to-month,Yes,Credit card (automatic),84.6,865.55,Fiber optic,No,No,1,Yes
34,Month-to-month,Yes,Bank transfer (automatic),25.05,852.7,DSL,No,No,0,No
35,One year,No,Credit card (automatic),53.15,1930.9,DSL,No,Yes,0,No
4,Month-to-month,No,Electronic check,20.15,91.4,No,No internet service,No internet service,0,No
39,Month-to-month,Yes,Electronic check,101.25,3949.15,Fiber optic,Yes,No,1,No
43,One year,Yes,Bank transfer (automatic),100.55,4304,Fiber optic,No,No,1,No
17,Month-to-month,No,Mailed check,24.1,409.9,No,No internet service,No internet service,0,Yes
61,Two year,No,Bank transfer (automatic),25.3,1554.9,No,No internet service,No internet service,0,No
49,One year,No,Electronic check,71.8,3472.05,DSL,No,Yes,0,No
4,One year,No,Mailed check,19.7,117.8,No,No internet service,No internet service,0,No
64,Two year,No,Electronic check,49.85,3210.35,DSL,Yes,No,0,No
3,Month-to-month,Yes,Mailed check,69.6,207.4,Fiber optic,No,No,0,No
1,Month-to-month,No,Electronic check,19.75,19.75,No,No internet service,No internet service,0,No
40,One year,No,Electronic check,80.8,3132.75,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,60,60,DSL,Yes,Yes,0,Yes
8,Month-to-month,Yes,Electronic check,86.55,649.65,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,20.85,20.85,No,No internet service,No internet service,1,Yes
34,One year,No,Bank transfer (automatic),64.2,2106.3,DSL,Yes,No,1,No
1,Month-to-month,No,Electronic check,35,35,DSL,No,No,0,No
39,Month-to-month,Yes,Electronic check,50.75,2011.4,DSL,No,No,0,Yes
58,One year,Yes,Credit card (automatic),105.5,6205.5,Fiber optic,Yes,Yes,1,Yes
45,Two year,No,Electronic check,19.2,903.7,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Bank transfer (automatic),85.15,503.6,Fiber optic,No,Yes,1,Yes
43,One year,Yes,Credit card (automatic),90.65,3882.3,Fiber optic,Yes,Yes,0,No
41,Two year,Yes,Mailed check,20,879.8,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,74.65,383.65,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),61.2,4390.25,DSL,Yes,Yes,0,No
4,One year,No,Mailed check,19.95,68.2,No,No internet service,No internet service,0,No
9,Month-to-month,No,Mailed check,54.8,452.8,DSL,Yes,No,0,No
72,Two year,Yes,Credit card (automatic),73.45,5329,DSL,No,No,1,No
33,One year,Yes,Mailed check,51.45,1758.9,DSL,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),80.45,5737.6,Fiber optic,No,Yes,0,No
22,Month-to-month,Yes,Electronic check,54.2,1152.7,DSL,Yes,Yes,0,Yes
70,One year,Yes,Electronic check,109.5,7674.55,Fiber optic,Yes,No,0,Yes
21,Month-to-month,No,Electronic check,104.4,2157.95,Fiber optic,No,No,0,Yes
15,Month-to-month,No,Electronic check,85.3,1219.85,Fiber optic,No,No,0,No
29,Month-to-month,Yes,Electronic check,79.3,2414.55,Fiber optic,Yes,No,1,No
15,Month-to-month,No,Bank transfer (automatic),76.5,1155.6,DSL,Yes,No,0,No
71,Month-to-month,Yes,Credit card (automatic),105.1,7548.1,Fiber optic,No,Yes,1,Yes
72,Two year,No,Bank transfer (automatic),25.4,1809.35,No,No internet service,No internet service,1,No
19,Month-to-month,Yes,Electronic check,86.85,1564.4,Fiber optic,No,No,0,No
1,Month-to-month,No,Mailed check,19.65,19.65,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,75.7,75.7,Fiber optic,No,No,0,Yes
2,Month-to-month,No,Electronic check,45.55,84.4,DSL,No,No,0,No
11,Month-to-month,Yes,Credit card (automatic),78.1,864.85,Fiber optic,No,No,1,No
12,One year,No,Mailed check,19.3,228.75,No,No internet service,No internet service,0,No
70,Two year,Yes,Electronic check,110.5,7752.05,Fiber optic,Yes,No,0,No
20,Month-to-month,No,Electronic check,90.8,1951,Fiber optic,No,No,1,Yes
23,Month-to-month,Yes,Bank transfer (automatic),20.3,470.6,No,No internet service,No internet service,0,No
49,Two year,No,Credit card (automatic),81.35,4060.9,DSL,Yes,Yes,1,No
4,Month-to-month,Yes,Electronic check,97.95,384.5,Fiber optic,No,No,0,Yes
32,Month-to-month,Yes,Credit card (automatic),108.15,3432.9,Fiber optic,Yes,Yes,0,Yes
2,Month-to-month,Yes,Electronic check,55.3,108.65,DSL,No,No,0,No
69,Two year,No,Credit card (automatic),56.55,3952.65,DSL,No,Yes,1,No
6,Month-to-month,Yes,Credit card (automatic),80.5,463.05,Fiber optic,No,No,0,Yes
24,Two year,Yes,Mailed check,19.7,494.05,No,No internet service,No internet service,0,No
32,One year,Yes,Credit card (automatic),104.05,3416.85,Fiber optic,No,No,0,No
27,Two year,No,Bank transfer (automatic),52.85,1498.65,DSL,No,Yes,0,No
27,Month-to-month,Yes,Bank transfer (automatic),104.3,2867.75,Fiber optic,Yes,Yes,1,Yes
58,Month-to-month,No,Bank transfer (automatic),80.65,4807.35,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,71.35,71.35,Fiber optic,No,No,0,Yes
18,Two year,Yes,Credit card (automatic),24.65,471.35,No,No internet service,No internet service,0,No
47,Two year,Yes,Bank transfer (automatic),21.3,1041.8,No,No internet service,No internet service,0,No
70,Two year,Yes,Electronic check,110.2,7689.8,Fiber optic,Yes,No,0,No
13,Month-to-month,No,Electronic check,89.4,1132.35,Fiber optic,Yes,No,0,Yes
36,Month-to-month,No,Credit card (automatic),51.05,1815,DSL,No,Yes,0,No
67,Two year,Yes,Mailed check,19.8,1311.3,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Mailed check,19.9,199.45,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,87.3,1637.3,Fiber optic,No,Yes,1,No
71,Two year,No,Bank transfer (automatic),19.85,1326.35,No,No internet service,No internet service,0,No
72,Two year,Yes,Mailed check,89.4,6376.55,DSL,Yes,Yes,0,No
48,Two year,No,Mailed check,20,935.9,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,20.05,20.05,No,No internet service,No internet service,0,No
18,Month-to-month,No,Electronic check,83.25,1611.15,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,20.6,20.6,No,No internet service,No internet service,0,Yes
67,Two year,No,Bank transfer (automatic),102.9,6989.7,Fiber optic,Yes,No,1,No
69,Two year,No,Mailed check,39.1,2779.5,DSL,Yes,Yes,0,No
19,Month-to-month,Yes,Electronic check,99.95,1931.75,Fiber optic,No,No,0,Yes
72,Two year,Yes,Mailed check,114.5,8331.95,Fiber optic,Yes,Yes,1,No
38,Two year,No,Mailed check,20.2,735.9,No,No internet service,No internet service,1,No
40,One year,No,Electronic check,55.8,2283.3,DSL,No,No,1,No
61,Two year,Yes,Mailed check,24.2,1445.2,No,No internet service,No internet service,0,No
10,Month-to-month,Yes,Credit card (automatic),81,818.05,Fiber optic,No,No,0,Yes
32,One year,Yes,Credit card (automatic),72.8,2333.05,DSL,Yes,Yes,0,No
21,Month-to-month,Yes,Credit card (automatic),99.85,1992.55,Fiber optic,No,No,0,No
59,One year,Yes,Electronic check,99.5,5890,Fiber optic,No,No,1,No
13,Month-to-month,Yes,Electronic check,70.15,916.75,Fiber optic,No,No,1,Yes
47,Two year,No,Credit card (automatic),20.25,1029.8,No,No internet service,No internet service,0,No
69,Two year,Yes,Bank transfer (automatic),26,1796.55,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Credit card (automatic),19.9,33.7,No,No internet service,No internet service,0,No
22,Month-to-month,No,Bank transfer (automatic),19.05,454.05,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Electronic check,96.5,1392.25,Fiber optic,No,Yes,1,No
53,Two year,No,Credit card (automatic),19.85,1049.6,No,No internet service,No internet service,0,No
28,Month-to-month,No,Mailed check,25.7,734.6,No,No internet service,No internet service,1,No
22,One year,No,Mailed check,20.3,475.1,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,70.15,70.15,Fiber optic,No,No,0,Yes
16,Month-to-month,Yes,Electronic check,91.55,1540.05,Fiber optic,Yes,No,1,No
48,Two year,No,Mailed check,39.4,1978.65,DSL,Yes,Yes,0,No
30,Month-to-month,Yes,Bank transfer (automatic),105.7,3181.8,Fiber optic,Yes,Yes,1,No
3,Month-to-month,Yes,Electronic check,70.25,229.7,Fiber optic,No,No,0,No
57,Two year,No,Electronic check,93.75,5625.55,Fiber optic,Yes,Yes,1,No
68,One year,Yes,Credit card (automatic),96.55,6581.9,Fiber optic,No,Yes,1,Yes
23,One year,No,Bank transfer (automatic),60,1347.15,DSL,Yes,No,0,No
65,Two year,Yes,Credit card (automatic),59.8,3808.2,DSL,Yes,No,0,No
44,One year,Yes,Bank transfer (automatic),90.65,3974.15,Fiber optic,No,No,0,No
71,Two year,Yes,Bank transfer (automatic),109,7661.8,Fiber optic,No,Yes,0,No
37,One year,No,Credit card (automatic),68.1,2479.25,DSL,Yes,Yes,0,No
12,Month-to-month,No,Mailed check,20.4,266.6,No,No internet service,No internet service,0,No
69,Two year,Yes,Bank transfer (automatic),81.95,5601.4,DSL,Yes,No,0,No
35,Month-to-month,No,Electronic check,60.55,1982.6,DSL,No,Yes,0,No
5,Month-to-month,Yes,Bank transfer (automatic),65.6,339.9,DSL,Yes,No,0,No
58,Two year,No,Bank transfer (automatic),82.5,4828.05,Fiber optic,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),82.3,5980.55,DSL,Yes,Yes,0,No
72,Two year,No,Mailed check,68.15,4808.7,DSL,Yes,Yes,0,No
1,Month-to-month,No,Credit card (automatic),20.3,20.3,No,No internet service,No internet service,0,No
39,One year,Yes,Electronic check,95.55,3692.85,Fiber optic,Yes,Yes,0,Yes
53,One year,No,Credit card (automatic),20.2,1068.15,No,No internet service,No internet service,0,No
27,Month-to-month,Yes,Electronic check,89.2,2383.6,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,69.65,69.65,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,89.3,89.3,Fiber optic,No,No,1,Yes
18,Month-to-month,No,Electronic check,74.8,1438.05,Fiber optic,No,Yes,0,No
46,Two year,Yes,Mailed check,20.2,917.45,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),84.4,6096.45,DSL,Yes,Yes,0,No
36,Month-to-month,Yes,Electronic check,87.55,3078.1,Fiber optic,Yes,No,0,Yes
4,Month-to-month,Yes,Electronic check,25.15,99.95,DSL,No,No,0,No
25,Two year,No,Credit card (automatic),19.8,475.2,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Electronic check,50.85,2036.55,DSL,No,No,0,No
63,Month-to-month,Yes,Electronic check,102.4,6444.05,Fiber optic,No,No,0,No
15,Month-to-month,Yes,Mailed check,96.3,1426.75,Fiber optic,Yes,Yes,1,Yes
14,Month-to-month,Yes,Credit card (automatic),55.5,767.55,DSL,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),109.75,7932.5,Fiber optic,Yes,No,1,No
39,Month-to-month,Yes,Electronic check,106.4,4040.65,Fiber optic,No,Yes,0,No
47,Two year,Yes,Credit card (automatic),60,2768.65,DSL,No,Yes,0,No
19,Month-to-month,Yes,Credit card (automatic),88.8,1672.35,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,85.2,474.8,Fiber optic,No,No,0,Yes
13,Month-to-month,Yes,Electronic check,35.1,446.1,DSL,No,No,0,Yes
17,Month-to-month,No,Bank transfer (automatic),80.05,1345.65,Fiber optic,No,No,0,No
34,Month-to-month,Yes,Electronic check,75.55,2425.4,Fiber optic,No,No,1,No
42,Month-to-month,Yes,Electronic check,49.55,2077.95,DSL,No,No,0,No
5,Month-to-month,Yes,Electronic check,81.3,416.3,Fiber optic,No,No,0,Yes
71,Two year,No,Credit card (automatic),23.9,1663.5,No,No internet service,No internet service,0,No
19,Month-to-month,No,Bank transfer (automatic),66.4,1286.05,DSL,No,Yes,1,No
2,Month-to-month,Yes,Electronic check,19.6,35.85,No,No internet service,No internet service,0,Yes
57,Two year,No,Credit card (automatic),18.8,1094.35,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,108.4,7719.5,Fiber optic,Yes,No,0,No
6,Month-to-month,Yes,Mailed check,85.95,514.6,Fiber optic,No,No,0,No
17,Month-to-month,Yes,Electronic check,85.45,1451.6,Fiber optic,No,No,0,Yes
61,Two year,No,Bank transfer (automatic),80.9,4932.5,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,71,71,Fiber optic,No,No,0,Yes
48,Two year,No,Credit card (automatic),111.8,5443.65,Fiber optic,Yes,Yes,0,No
16,Month-to-month,Yes,Credit card (automatic),20.6,330.25,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,85.05,746.5,Fiber optic,No,No,1,Yes
3,Month-to-month,No,Electronic check,44.6,122.7,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,44.4,44.4,DSL,No,No,0,Yes
65,Two year,No,Credit card (automatic),105.1,6631.85,Fiber optic,No,No,0,No
70,Two year,Yes,Credit card (automatic),115.15,8250,Fiber optic,Yes,Yes,0,No
60,One year,Yes,Mailed check,59.8,3561.15,DSL,No,Yes,0,No
69,One year,Yes,Electronic check,26.3,1763.55,No,No internet service,No internet service,0,No
35,Month-to-month,No,Electronic check,70.55,2419,Fiber optic,No,No,1,No
22,Month-to-month,Yes,Mailed check,20.05,470.2,No,No internet service,No internet service,0,No
66,Two year,No,Bank transfer (automatic),79.85,5234.95,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,70.3,70.3,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Bank transfer (automatic),79.35,79.35,Fiber optic,No,No,0,Yes
34,Month-to-month,Yes,Credit card (automatic),90.05,3097,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),24.45,1709.1,No,No internet service,No internet service,0,No
31,One year,No,Electronic check,59.95,1848.8,DSL,Yes,Yes,0,No
30,One year,No,Bank transfer (automatic),25.35,723.3,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Bank transfer (automatic),90.8,809.75,Fiber optic,No,No,0,Yes
20,Month-to-month,Yes,Electronic check,70.45,1470.95,Fiber optic,No,No,0,Yes
19,Month-to-month,Yes,Credit card (automatic),34.3,577.15,DSL,No,No,1,No
65,Month-to-month,Yes,Electronic check,105.05,6914.95,Fiber optic,No,Yes,0,No
30,Two year,No,Mailed check,19.3,602.9,No,No internet service,No internet service,0,No
6,One year,No,Mailed check,19.15,124.4,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,51.4,96.8,DSL,No,No,0,No
53,Month-to-month,No,Electronic check,71.85,3827.9,DSL,Yes,Yes,0,No
7,Month-to-month,Yes,Electronic check,75.4,533.05,Fiber optic,No,No,1,No
61,One year,Yes,Bank transfer (automatic),49.7,2961.4,DSL,No,Yes,0,No
70,One year,Yes,Electronic check,45.25,3264.45,DSL,No,No,1,Yes
13,Month-to-month,Yes,Electronic check,78.75,995.35,DSL,No,Yes,0,No
35,One year,Yes,Bank transfer (automatic),81.6,2815.25,Fiber optic,No,No,1,No
2,Month-to-month,Yes,Credit card (automatic),70.4,154.8,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Electronic check,75.8,246.3,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Electronic check,76.1,257.6,Fiber optic,No,No,0,No
62,One year,Yes,Bank transfer (automatic),94,5757.2,Fiber optic,No,No,0,No
72,Two year,No,Credit card (automatic),103.95,7517.7,Fiber optic,Yes,Yes,0,No
63,Two year,Yes,Bank transfer (automatic),19.95,1234.8,No,No internet service,No internet service,0,No
20,Month-to-month,No,Credit card (automatic),71.3,1389.2,Fiber optic,No,No,1,Yes
35,One year,Yes,Bank transfer (automatic),110.8,3836.3,Fiber optic,Yes,Yes,1,No
21,Month-to-month,Yes,Electronic check,69.1,1474.75,Fiber optic,No,No,1,Yes
62,One year,No,Electronic check,96.1,6001.45,Fiber optic,No,Yes,0,No
15,Month-to-month,Yes,Mailed check,48.8,720.1,DSL,No,No,0,No
55,Month-to-month,Yes,Credit card (automatic),50.55,2832.75,DSL,No,Yes,0,No
11,Month-to-month,Yes,Mailed check,44.65,472.25,DSL,No,No,0,No
17,Month-to-month,No,Electronic check,88.25,1460.65,Fiber optic,No,No,0,Yes
61,One year,No,Bank transfer (automatic),19.45,1336.35,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),89.3,6388.65,DSL,Yes,Yes,0,No
2,Month-to-month,No,Bank transfer (automatic),70,153.05,Fiber optic,No,No,0,Yes
35,Two year,No,Mailed check,19.25,677.9,No,No internet service,No internet service,0,No
17,Month-to-month,No,Bank transfer (automatic),70.5,1165.6,Fiber optic,No,No,0,No
21,Month-to-month,Yes,Electronic check,97.35,2119.5,Fiber optic,No,No,0,Yes
47,Two year,No,Bank transfer (automatic),19.65,921.55,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,20.85,72,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Mailed check,19.65,68.35,No,No internet service,No internet service,0,No
44,Two year,Yes,Credit card (automatic),19.35,847.25,No,No internet service,No internet service,1,No
1,Month-to-month,Yes,Mailed check,44,44,DSL,No,No,0,No
44,One year,No,Electronic check,94.4,4295.35,Fiber optic,No,No,0,No
5,Month-to-month,Yes,Bank transfer (automatic),25.9,135,No,No internet service,No internet service,0,Yes
24,Month-to-month,Yes,Bank transfer (automatic),55.65,1400.55,DSL,No,Yes,0,Yes
1,Month-to-month,Yes,Electronic check,69.65,69.65,Fiber optic,No,No,0,Yes
18,Month-to-month,Yes,Electronic check,75.4,1380.4,Fiber optic,No,Yes,0,No
10,Month-to-month,Yes,Electronic check,100.6,1060.2,Fiber optic,No,No,0,Yes
65,Two year,No,Bank transfer (automatic),71,4386.2,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,86,86,Fiber optic,No,No,1,Yes
53,One year,Yes,Credit card (automatic),106.95,5785.5,Fiber optic,No,Yes,0,Yes
3,One year,No,Mailed check,21.2,52.05,No,No internet service,No internet service,0,No
33,Two year,Yes,Mailed check,61.05,2018.4,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Electronic check,29.6,79.45,DSL,No,No,0,Yes
34,One year,Yes,Bank transfer (automatic),79.95,2727.3,DSL,Yes,Yes,0,No
14,Two year,Yes,Mailed check,19.7,263.65,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Mailed check,20.3,275.4,No,No internet service,No internet service,0,No
46,One year,Yes,Bank transfer (automatic),59.9,2816.65,DSL,Yes,No,1,Yes
23,One year,No,Mailed check,24.35,538.5,No,No internet service,No internet service,0,No
47,Two year,No,Mailed check,19.75,948.9,No,No internet service,No internet service,0,No
17,Month-to-month,Yes,Mailed check,50.3,846.8,DSL,No,Yes,0,No
49,Month-to-month,Yes,Electronic check,95.6,4783.5,Fiber optic,No,No,0,Yes
59,Month-to-month,Yes,Electronic check,50.25,2997.45,DSL,No,No,1,No
69,Two year,Yes,Credit card (automatic),85.35,5897.4,DSL,Yes,Yes,0,No
11,One year,Yes,Electronic check,41.6,470.6,DSL,No,No,0,Yes
10,Month-to-month,Yes,Mailed check,51.65,524.5,DSL,No,Yes,0,No
12,Two year,Yes,Bank transfer (automatic),24,269.65,No,No internet service,No internet service,0,No
45,Month-to-month,Yes,Credit card (automatic),100.85,4740,Fiber optic,No,No,0,Yes
39,Month-to-month,Yes,Mailed check,59.85,2341.5,DSL,No,No,0,No
71,Two year,No,Credit card (automatic),25.45,1789.65,No,No internet service,No internet service,1,No
71,Two year,No,Credit card (automatic),23.9,1626.4,No,No internet service,No internet service,0,No
33,One year,No,Credit card (automatic),24.15,800.3,No,No internet service,No internet service,0,No
67,Month-to-month,Yes,Mailed check,75.7,5060.85,Fiber optic,No,No,1,No
37,Month-to-month,No,Bank transfer (automatic),40.2,1448.8,DSL,No,Yes,0,Yes
49,Month-to-month,No,Electronic check,84.5,4254.85,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Mailed check,50.85,466.6,DSL,No,No,0,No
52,Two year,Yes,Credit card (automatic),91.6,4627.8,Fiber optic,Yes,Yes,0,No
70,One year,No,Electronic check,98.9,6838.6,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,85,85,Fiber optic,No,No,0,No
14,Month-to-month,Yes,Electronic check,78.95,1101.85,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Mailed check,44.3,44.3,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,20.2,20.2,No,No internet service,No internet service,0,Yes
52,One year,Yes,Mailed check,80.2,4297.6,Fiber optic,No,No,0,No
6,Month-to-month,No,Mailed check,60.9,414.1,DSL,No,No,0,No
7,Month-to-month,No,Mailed check,34.2,256.6,DSL,No,Yes,0,No
47,Month-to-month,Yes,Bank transfer (automatic),85.2,3969.35,Fiber optic,No,No,1,Yes
26,One year,Yes,Credit card (automatic),87.15,2274.1,Fiber optic,Yes,Yes,0,No
25,Month-to-month,No,Electronic check,54.3,1296.8,DSL,Yes,Yes,0,No
69,Two year,Yes,Mailed check,19.1,1268.85,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),112.75,8192.6,Fiber optic,Yes,Yes,0,No
4,Month-to-month,Yes,Mailed check,19.95,59.25,No,No internet service,No internet service,0,No
59,Two year,No,Mailed check,19.5,1147.85,No,No internet service,No internet service,0,No
67,Two year,No,Bank transfer (automatic),65.55,4361.55,DSL,No,Yes,0,No
26,Month-to-month,Yes,Electronic check,78.8,2006.1,Fiber optic,No,No,1,No
27,One year,No,Mailed check,78.2,2078.95,DSL,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),105.25,7609.75,Fiber optic,No,Yes,0,No
6,Month-to-month,Yes,Electronic check,89.25,487.05,Fiber optic,Yes,No,0,No
62,Two year,No,Credit card (automatic),20.65,1218.45,No,No internet service,No internet service,0,No
20,One year,Yes,Electronic check,68.7,1416.2,DSL,Yes,No,0,No
6,Month-to-month,No,Credit card (automatic),78.65,483.3,DSL,Yes,Yes,0,No
51,Two year,No,Mailed check,24.75,1234.6,No,No internet service,No internet service,0,No
61,Two year,No,Credit card (automatic),19.75,1311.6,No,No internet service,No internet service,0,No
62,Month-to-month,Yes,Electronic check,89.1,5618.3,Fiber optic,No,Yes,1,No
72,Two year,Yes,Bank transfer (automatic),84.7,6185.15,Fiber optic,Yes,Yes,0,No
13,Month-to-month,Yes,Electronic check,98,1237.85,Fiber optic,No,No,1,Yes
5,Month-to-month,Yes,Electronic check,94.45,498.1,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,105,294.45,Fiber optic,No,No,1,Yes
26,Month-to-month,Yes,Electronic check,93.85,2381.55,Fiber optic,No,No,1,Yes
13,Month-to-month,Yes,Electronic check,59.9,788.35,DSL,No,No,1,No
38,Two year,Yes,Mailed check,19.95,756.4,No,No internet service,No internet service,0,No
8,Month-to-month,Yes,Electronic check,84,613.4,Fiber optic,No,No,1,Yes
34,Month-to-month,Yes,Electronic check,108.9,3625.2,Fiber optic,Yes,No,1,No
18,Month-to-month,No,Mailed check,33.6,550.35,DSL,No,Yes,0,No
56,One year,Yes,Mailed check,85.85,4793.8,Fiber optic,Yes,No,0,No
36,Month-to-month,Yes,Bank transfer (automatic),34.85,1267.2,DSL,Yes,No,0,No
9,Month-to-month,Yes,Electronic check,48.75,442.2,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,84.85,84.85,Fiber optic,No,No,0,Yes
12,Month-to-month,No,Mailed check,56.65,654.85,DSL,Yes,Yes,0,Yes
57,Month-to-month,Yes,Credit card (automatic),95.3,5567.45,Fiber optic,Yes,No,1,No
42,One year,No,Credit card (automatic),73.9,3160.55,DSL,Yes,Yes,0,Yes
33,Two year,Yes,Mailed check,24.5,740.3,No,No internet service,No internet service,0,Yes
70,Two year,No,Bank transfer (automatic),84.6,5706.2,Fiber optic,Yes,Yes,0,No
68,Month-to-month,No,Electronic check,44.95,3085.35,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,24.7,24.7,DSL,No,No,0,No
37,Month-to-month,No,Credit card (automatic),100.3,3541.4,Fiber optic,Yes,No,0,No
4,Month-to-month,Yes,Mailed check,25.45,84.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,50.7,50.7,DSL,No,Yes,0,No
20,Month-to-month,Yes,Credit card (automatic),55,1165.55,DSL,Yes,Yes,0,No
72,Two year,No,Bank transfer (automatic),68.4,4855.35,DSL,Yes,Yes,0,No
31,Month-to-month,Yes,Electronic check,89.9,2806.9,Fiber optic,No,No,0,Yes
18,Month-to-month,No,Electronic check,78.55,1422.65,Fiber optic,No,No,1,Yes
11,Month-to-month,Yes,Bank transfer (automatic),55.05,608.15,DSL,No,No,0,No
33,Two year,No,Credit card (automatic),19.8,641.35,No,No internet service,No internet service,0,No
62,One year,No,Electronic check,84.45,4959.15,Fiber optic,No,No,1,No
1,Month-to-month,No,Mailed check,35.9,35.9,DSL,Yes,No,0,No
16,Month-to-month,No,Bank transfer (automatic),80.75,1321.3,Fiber optic,No,Yes,0,No
22,One year,Yes,Mailed check,78.65,1663.75,DSL,Yes,No,0,No
49,Month-to-month,No,Bank transfer (automatic),61.75,3024.15,DSL,Yes,Yes,0,No
36,One year,Yes,Credit card (automatic),63.7,2188.5,DSL,No,Yes,0,No
42,Month-to-month,Yes,Electronic check,99.45,4138.05,Fiber optic,Yes,No,0,Yes
4,Month-to-month,Yes,Bank transfer (automatic),25.2,102.5,DSL,No,No,1,Yes
12,One year,No,Mailed check,74.05,872.65,DSL,Yes,No,0,Yes
31,Month-to-month,No,Electronic check,87.6,2724.25,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Electronic check,89.15,413.25,Fiber optic,No,Yes,0,No
66,Two year,No,Credit card (automatic),20,1374.2,No,No internet service,No internet service,0,No
15,Month-to-month,No,Credit card (automatic),55,757.1,DSL,Yes,No,1,Yes
64,Two year,Yes,Bank transfer (automatic),104.4,6692.65,Fiber optic,No,No,0,No
10,Month-to-month,Yes,Credit card (automatic),20.05,218.5,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,89.75,608.8,Fiber optic,Yes,No,0,Yes
29,Month-to-month,No,Electronic check,34.3,1004.75,DSL,Yes,No,0,No
57,Two year,No,Bank transfer (automatic),20.65,1125.6,No,No internet service,No internet service,0,No
46,Month-to-month,No,Mailed check,84.25,3847.6,Fiber optic,No,Yes,0,No
53,Two year,No,Bank transfer (automatic),19.65,978,No,No internet service,No internet service,0,No
17,One year,No,Credit card (automatic),79.85,1387.35,DSL,Yes,Yes,0,No
38,Two year,Yes,Mailed check,20.2,746.05,No,No internet service,No internet service,0,No
15,One year,No,Mailed check,19.8,304.6,No,No internet service,No internet service,0,No
22,Month-to-month,Yes,Electronic check,50.35,1098.85,DSL,No,No,0,No
14,Month-to-month,Yes,Electronic check,85.15,1139.2,Fiber optic,No,No,0,Yes
57,One year,No,Bank transfer (automatic),74.6,4368.95,DSL,Yes,No,0,No
11,Month-to-month,Yes,Credit card (automatic),79.15,827.7,Fiber optic,No,No,1,No
1,Two year,No,Mailed check,20.35,20.35,No,No internet service,No internet service,0,No
12,Two year,No,Bank transfer (automatic),21.05,262.05,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,94.6,279.55,Fiber optic,No,No,1,Yes
36,Month-to-month,Yes,Electronic check,94.7,3512.5,Fiber optic,No,No,0,No
16,Month-to-month,Yes,Electronic check,94.25,1483.25,Fiber optic,No,Yes,0,Yes
65,One year,No,Credit card (automatic),72.45,4653.85,DSL,No,Yes,0,Yes
2,Month-to-month,No,Electronic check,74.95,151.75,Fiber optic,No,No,0,No
42,Month-to-month,Yes,Electronic check,105.2,4400.75,Fiber optic,No,Yes,0,Yes
72,Two year,No,Bank transfer (automatic),111.95,8033.1,Fiber optic,Yes,Yes,0,No
62,Two year,No,Bank transfer (automatic),19.85,1253.65,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,89.75,552.65,Fiber optic,No,No,0,No
48,Two year,Yes,Mailed check,20.05,1036,No,No internet service,No internet service,0,No
35,Two year,Yes,Electronic check,108.95,4025.5,Fiber optic,Yes,Yes,0,No
52,One year,No,Credit card (automatic),19.65,928.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,24.9,24.9,DSL,No,No,0,No
6,Month-to-month,Yes,Electronic check,82.85,460.25,Fiber optic,No,No,0,Yes
71,Two year,No,Credit card (automatic),93.2,6506.15,DSL,Yes,Yes,0,No
67,One year,No,Bank transfer (automatic),84.8,5598.3,Fiber optic,No,Yes,0,No
60,One year,Yes,Electronic check,71.75,4374.55,DSL,No,Yes,1,No
23,Month-to-month,Yes,Bank transfer (automatic),30.35,678.75,DSL,Yes,No,0,No
39,One year,No,Bank transfer (automatic),54.85,2191.7,DSL,Yes,No,0,No
15,One year,Yes,Mailed check,19.5,239.75,No,No internet service,No internet service,0,No
53,Month-to-month,Yes,Electronic check,103.85,5485.5,Fiber optic,No,No,1,Yes
24,Two year,No,Mailed check,24.2,609.05,No,No internet service,No internet service,0,No
37,Month-to-month,No,Electronic check,19.35,683.75,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Electronic check,83.6,404.2,Fiber optic,No,No,0,Yes
50,One year,Yes,Electronic check,100.65,5189.75,Fiber optic,Yes,No,1,No
54,One year,Yes,Credit card (automatic),94.1,5060.9,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Electronic check,74.55,233.65,Fiber optic,No,Yes,0,No
68,One year,No,Electronic check,108.45,7176.55,Fiber optic,Yes,No,0,Yes
5,Month-to-month,No,Electronic check,56.15,291.45,DSL,Yes,No,0,No
33,Two year,No,Mailed check,20.35,689.75,No,No internet service,No internet service,0,No
41,One year,Yes,Electronic check,80.55,3263.9,DSL,No,No,0,No
34,One year,No,Mailed check,61.25,1993.2,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Mailed check,20.45,254.5,No,No internet service,No internet service,0,No
20,Month-to-month,Yes,Credit card (automatic),18.9,347.65,No,No internet service,No internet service,0,No
51,Two year,No,Credit card (automatic),19.6,967.9,No,No internet service,No internet service,1,No
3,Month-to-month,Yes,Credit card (automatic),91.5,242.95,Fiber optic,No,No,0,Yes
41,Month-to-month,No,Bank transfer (automatic),45.2,1841.9,DSL,No,No,0,No
13,Month-to-month,No,Credit card (automatic),19.45,232.1,No,No internet service,No internet service,0,No
35,Two year,No,Bank transfer (automatic),25.45,809.25,No,No internet service,No internet service,0,No
12,Month-to-month,No,Bank transfer (automatic),80.85,866.45,Fiber optic,Yes,Yes,0,Yes
4,Month-to-month,Yes,Mailed check,94.9,360.55,Fiber optic,Yes,Yes,0,No
43,Month-to-month,Yes,Bank transfer (automatic),49.05,2076.2,DSL,No,No,0,Yes
12,Month-to-month,Yes,Mailed check,29.3,355.9,DSL,Yes,No,1,No
68,Month-to-month,Yes,Electronic check,105.3,7299.65,Fiber optic,No,No,1,Yes
25,Month-to-month,Yes,Electronic check,88.95,2291.2,Fiber optic,No,No,1,Yes
7,One year,No,Mailed check,20.25,129.15,No,No internet service,No internet service,0,No
66,One year,Yes,Electronic check,110.85,7491.75,Fiber optic,Yes,No,1,Yes
53,One year,No,Electronic check,110.5,5835.5,Fiber optic,Yes,Yes,0,No
63,Month-to-month,Yes,Bank transfer (automatic),109.4,7031.45,Fiber optic,No,Yes,1,No
70,Two year,Yes,Bank transfer (automatic),114.2,7723.9,Fiber optic,Yes,Yes,0,Yes
27,Month-to-month,No,Bank transfer (automatic),36.5,1032,DSL,No,No,1,Yes
1,Month-to-month,No,Mailed check,70.75,70.75,Fiber optic,No,No,0,Yes
5,Month-to-month,No,Mailed check,19.95,109.6,No,No internet service,No internet service,0,No
37,One year,No,Mailed check,19.6,727.8,No,No internet service,No internet service,1,No
3,Month-to-month,Yes,Mailed check,40.15,130.75,DSL,No,No,0,Yes
12,Month-to-month,Yes,Electronic check,76.6,893,Fiber optic,No,No,0,No
38,One year,No,Credit card (automatic),19.6,763.1,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Credit card (automatic),85.3,781.4,Fiber optic,No,No,0,No
13,Month-to-month,Yes,Electronic check,65.85,902.25,DSL,No,Yes,0,No
29,Month-to-month,Yes,Electronic check,94.45,2653.65,Fiber optic,No,No,1,Yes
47,Two year,No,Credit card (automatic),20.05,1016.7,No,No internet service,No internet service,0,No
61,Month-to-month,No,Bank transfer (automatic),99.4,5943.65,Fiber optic,Yes,Yes,0,No
16,Month-to-month,No,Mailed check,20,275.7,No,No internet service,No internet service,0,No
41,Two year,No,Electronic check,78.45,3126.45,DSL,Yes,Yes,0,No
43,Two year,Yes,Electronic check,25.1,1070.15,No,No internet service,No internet service,0,No
36,Month-to-month,Yes,Bank transfer (automatic),97.35,3457.9,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Electronic check,55,340.4,DSL,No,No,0,No
58,One year,Yes,Credit card (automatic),71.1,4299.2,DSL,Yes,Yes,0,No
19,Month-to-month,Yes,Credit card (automatic),61.55,1093.2,DSL,Yes,No,0,No
11,Month-to-month,Yes,Bank transfer (automatic),45.9,521.9,DSL,No,No,0,No
39,One year,Yes,Bank transfer (automatic),40.3,1630.4,DSL,Yes,Yes,0,No
8,Month-to-month,Yes,Electronic check,87.1,713.6,Fiber optic,No,No,1,No
26,Month-to-month,Yes,Mailed check,49.5,1265.65,DSL,No,No,0,No
53,Month-to-month,Yes,Credit card (automatic),73.8,4003.85,Fiber optic,No,No,1,No
70,Two year,Yes,Mailed check,19.2,1401.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,45.3,45.3,DSL,No,No,0,Yes
59,Two year,No,Mailed check,25,1510.5,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,94.95,178.1,Fiber optic,No,No,0,Yes
7,One year,No,Mailed check,35.3,264.8,DSL,No,Yes,0,No
12,Month-to-month,Yes,Electronic check,44.55,480.6,DSL,No,No,0,Yes
59,One year,No,Credit card (automatic),76.75,4541.9,DSL,Yes,No,0,No
61,Two year,Yes,Bank transfer (automatic),81,4976.15,DSL,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),105.55,7542.25,Fiber optic,No,Yes,0,No
13,Month-to-month,No,Mailed check,18.8,251.25,No,No internet service,No internet service,0,No
64,One year,No,Mailed check,24.9,1595.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,23.45,23.45,DSL,No,No,0,Yes
10,One year,No,Mailed check,64.9,685.55,DSL,Yes,No,0,No
65,One year,No,Bank transfer (automatic),61.35,3874.1,DSL,No,Yes,0,No
62,Two year,No,Mailed check,113.95,6891.4,Fiber optic,Yes,Yes,0,No
55,One year,Yes,Electronic check,90.15,4916.95,DSL,Yes,Yes,0,No
25,Month-to-month,No,Electronic check,54.1,1373,DSL,No,No,0,No
1,Month-to-month,No,Mailed check,29.7,29.7,DSL,No,Yes,0,Yes
1,Month-to-month,Yes,Credit card (automatic),49.8,49.8,DSL,No,Yes,0,No
59,Month-to-month,No,Electronic check,101.1,6039.9,Fiber optic,No,No,0,Yes
64,Two year,Yes,Bank transfer (automatic),24.4,1548.65,No,No internet service,No internet service,1,No
36,Month-to-month,Yes,Bank transfer (automatic),95,3440.25,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Mailed check,50.65,151.3,DSL,No,No,0,Yes
61,Two year,Yes,Mailed check,69.9,4226.7,DSL,No,Yes,0,No
26,One year,Yes,Bank transfer (automatic),39.95,1023.75,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,55.4,55.4,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,90.6,90.6,Fiber optic,No,No,1,Yes
68,Two year,Yes,Credit card (automatic),103.25,7074.4,Fiber optic,No,Yes,0,No
2,Month-to-month,Yes,Mailed check,86.85,156.35,Fiber optic,No,No,1,Yes
72,Two year,Yes,Bank transfer (automatic),94.25,6849.75,Fiber optic,Yes,Yes,0,No
71,Two year,Yes,Electronic check,47.05,3263.6,DSL,Yes,No,0,No
57,Two year,No,Credit card (automatic),20.55,1252.85,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Mailed check,19.65,67.55,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,70.2,70.2,Fiber optic,No,No,1,No
72,Two year,No,Credit card (automatic),81,5750,DSL,Yes,Yes,0,No
21,One year,Yes,Bank transfer (automatic),75.9,1549.75,DSL,No,Yes,0,No
71,Two year,No,Bank transfer (automatic),24.7,1810.55,No,No internet service,No internet service,0,No
29,Month-to-month,Yes,Bank transfer (automatic),99.05,2952.85,Fiber optic,No,No,1,Yes
69,Two year,No,Credit card (automatic),110.25,7467.55,Fiber optic,Yes,Yes,1,No
64,Two year,Yes,Credit card (automatic),85,5484.4,DSL,Yes,Yes,0,No
16,Month-to-month,No,Credit card (automatic),19.75,294.9,No,No internet service,No internet service,0,No
4,One year,No,Electronic check,23.9,97.5,No,No internet service,No internet service,0,No
52,One year,Yes,Credit card (automatic),111.25,5916.45,Fiber optic,Yes,Yes,0,Yes
2,Month-to-month,Yes,Mailed check,55.1,113.35,DSL,No,Yes,0,Yes
1,Month-to-month,No,Mailed check,19.95,19.95,No,No internet service,No internet service,0,No
18,Month-to-month,No,Mailed check,25.15,476.8,DSL,No,No,0,No
2,Month-to-month,No,Mailed check,54.15,101.65,DSL,No,No,0,No
19,Month-to-month,Yes,Mailed check,59.8,1130.85,DSL,No,No,0,No
40,Month-to-month,No,Bank transfer (automatic),83.85,3532.25,Fiber optic,No,No,0,No
66,One year,Yes,Electronic check,104.9,6891.45,Fiber optic,No,No,1,No
21,Month-to-month,No,Mailed check,75.3,1570.7,Fiber optic,No,No,0,No
8,Month-to-month,Yes,Electronic check,66.65,520.95,DSL,Yes,No,0,No
72,Two year,Yes,Credit card (automatic),109.5,7854.9,Fiber optic,Yes,Yes,0,No
48,One year,Yes,Bank transfer (automatic),73.85,3581.4,DSL,Yes,No,0,No
69,Two year,Yes,Bank transfer (automatic),19.3,1447.9,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,118.2,8547.15,Fiber optic,Yes,Yes,0,No
14,One year,No,Credit card (automatic),51.45,727.85,DSL,No,No,0,No
6,Month-to-month,No,Electronic check,59.45,357.6,DSL,No,No,0,No
8,Two year,No,Bank transfer (automatic),19.5,159.35,No,No internet service,No internet service,0,No
17,One year,No,Mailed check,19.55,280.85,No,No internet service,No internet service,0,No
65,One year,No,Electronic check,93.55,6069.25,Fiber optic,Yes,Yes,0,No
57,One year,Yes,Mailed check,59.3,3274.35,DSL,Yes,Yes,0,No
13,Month-to-month,Yes,Credit card (automatic),102.25,1359,Fiber optic,No,No,0,Yes
19,Month-to-month,Yes,Credit card (automatic),95.9,1777.9,Fiber optic,No,No,1,Yes
56,One year,No,Bank transfer (automatic),109.8,6109.65,Fiber optic,No,Yes,0,No
14,Month-to-month,Yes,Electronic check,78.1,1122.4,Fiber optic,No,No,0,No
52,Month-to-month,Yes,Electronic check,39.9,2020.9,DSL,No,Yes,0,No
58,Two year,Yes,Credit card (automatic),64.9,3795.45,DSL,Yes,Yes,0,No
47,Month-to-month,Yes,Electronic check,95.05,4504.55,Fiber optic,Yes,No,1,Yes
67,Month-to-month,Yes,Credit card (automatic),53.4,3579.15,DSL,Yes,No,0,No
2,Month-to-month,Yes,Credit card (automatic),24.9,49.7,DSL,No,No,0,No
6,Month-to-month,No,Credit card (automatic),44.7,276.5,DSL,No,No,1,No
71,Two year,Yes,Bank transfer (automatic),114,8175.9,Fiber optic,Yes,Yes,0,No
46,Two year,No,Bank transfer (automatic),20.25,890.35,No,No internet service,No internet service,0,No
5,Month-to-month,No,Credit card (automatic),53.85,259.8,DSL,Yes,Yes,0,Yes
67,Month-to-month,No,Bank transfer (automatic),83.85,5588.8,Fiber optic,No,Yes,1,No
3,Month-to-month,No,Bank transfer (automatic),20.2,50.6,No,No internet service,No internet service,0,No
3,Month-to-month,No,Mailed check,19.95,58,No,No internet service,No internet service,0,No
52,Month-to-month,Yes,Electronic check,104.2,5568.35,Fiber optic,No,Yes,1,Yes
42,Month-to-month,Yes,Electronic check,50.25,2203.65,DSL,No,No,0,Yes
50,One year,Yes,Mailed check,20.35,938.95,No,No internet service,No internet service,0,No
23,Month-to-month,Yes,Electronic check,90,2024.1,Fiber optic,No,Yes,1,No
67,Two year,No,Credit card (automatic),54.2,3623.95,DSL,Yes,Yes,0,No
25,Month-to-month,Yes,Electronic check,99.5,2369.05,Fiber optic,No,No,0,Yes
39,One year,No,Mailed check,99.1,3877.95,Fiber optic,No,Yes,1,No
69,Two year,Yes,Mailed check,66.9,4577.9,DSL,Yes,Yes,0,No
1,One year,No,Mailed check,25.85,25.85,DSL,No,No,0,No
32,Month-to-month,No,Electronic check,91.05,2871.5,Fiber optic,No,No,0,No
9,Month-to-month,No,Electronic check,71,672.55,Fiber optic,No,No,0,Yes
16,Month-to-month,Yes,Credit card (automatic),93.2,1573.7,Fiber optic,No,No,0,Yes
60,Two year,Yes,Bank transfer (automatic),20.95,1270.55,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),109.2,7711.45,Fiber optic,Yes,No,0,No
5,Month-to-month,No,Mailed check,19.35,126.05,No,No internet service,No internet service,0,Yes
26,Month-to-month,Yes,Credit card (automatic),85.8,2193.65,Fiber optic,No,Yes,1,No
3,Month-to-month,No,Mailed check,19.85,64.55,No,No internet service,No internet service,0,Yes
2,Month-to-month,Yes,Electronic check,19.65,31.2,No,No internet service,No internet service,0,No
2,One year,No,Bank transfer (automatic),20.5,38.25,No,No internet service,No internet service,0,No
36,One year,Yes,Credit card (automatic),89.65,3348.1,DSL,Yes,Yes,0,No
7,Month-to-month,No,Mailed check,74.35,533.6,Fiber optic,No,Yes,0,No
60,Two year,Yes,Credit card (automatic),49.45,2907.55,DSL,No,No,1,No
19,Month-to-month,Yes,Electronic check,89.1,1620.8,Fiber optic,No,No,0,No
45,Two year,No,Credit card (automatic),75.15,3480.35,DSL,Yes,Yes,1,No
4,Month-to-month,Yes,Electronic check,70.65,293.85,Fiber optic,No,No,1,No
31,Month-to-month,Yes,Electronic check,104.2,3243.45,Fiber optic,Yes,No,0,Yes
47,Month-to-month,No,Electronic check,90.05,4137.2,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,79.25,79.25,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Bank transfer (automatic),44.9,44.9,DSL,No,No,0,Yes
1,Month-to-month,No,Credit card (automatic),19.4,19.4,No,No internet service,No internet service,0,No
59,Month-to-month,Yes,Credit card (automatic),88.75,5348.65,Fiber optic,No,No,1,No
10,Month-to-month,Yes,Electronic check,70.1,659.65,Fiber optic,No,No,0,Yes
35,Month-to-month,No,Credit card (automatic),91,3180.5,Fiber optic,No,Yes,1,No
4,Month-to-month,Yes,Electronic check,29.65,118.5,DSL,No,No,0,Yes
32,One year,Yes,Electronic check,90.8,3023.85,Fiber optic,No,Yes,0,No
43,Month-to-month,Yes,Electronic check,77.85,3365.85,Fiber optic,No,No,0,Yes
4,Month-to-month,No,Electronic check,54.3,195.3,DSL,No,No,0,Yes
54,Two year,Yes,Mailed check,18.95,1031.1,No,No internet service,No internet service,1,No
11,Month-to-month,Yes,Bank transfer (automatic),95.15,997.65,Fiber optic,No,No,1,Yes
66,Two year,Yes,Bank transfer (automatic),102.4,6471.85,Fiber optic,No,Yes,1,No
61,One year,Yes,Electronic check,99.9,6241.35,Fiber optic,No,No,0,No
72,Two year,No,Credit card (automatic),88.7,6501.35,DSL,Yes,Yes,0,No
44,One year,Yes,Electronic check,54.3,2317.1,DSL,Yes,No,0,No
41,Month-to-month,Yes,Bank transfer (automatic),55.7,2237.55,DSL,No,No,0,No
50,One year,Yes,Electronic check,103.95,5231.3,Fiber optic,No,Yes,0,No
47,One year,Yes,Credit card (automatic),110.85,5275.8,Fiber optic,Yes,Yes,0,Yes
8,Two year,No,Mailed check,20.15,165.5,No,No internet service,No internet service,0,No
18,Month-to-month,No,Mailed check,20.05,358.5,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),91.95,6614.9,DSL,Yes,Yes,0,No
1,Month-to-month,No,Electronic check,80.5,80.5,Fiber optic,No,No,0,Yes
42,Month-to-month,No,Electronic check,55.65,2421.75,DSL,No,No,1,No
18,Month-to-month,Yes,Electronic check,74.7,1294.6,Fiber optic,No,No,1,No
13,One year,Yes,Credit card (automatic),104.15,1299.1,Fiber optic,No,No,0,No
68,One year,Yes,Bank transfer (automatic),83.65,5733.4,Fiber optic,Yes,No,0,No
4,Month-to-month,Yes,Bank transfer (automatic),72.2,305.55,Fiber optic,No,No,0,Yes
69,Two year,Yes,Credit card (automatic),110.05,7430.75,Fiber optic,No,Yes,0,No
17,Month-to-month,No,Mailed check,51.5,900.5,DSL,Yes,No,0,Yes
25,Two year,No,Credit card (automatic),25.5,630.6,No,No internet service,No internet service,0,No
43,Month-to-month,Yes,Mailed check,89.55,3856.75,Fiber optic,No,No,1,Yes
59,Two year,No,Credit card (automatic),19.5,1222.65,No,No internet service,No internet service,0,No
5,Month-to-month,No,Electronic check,80.7,374.8,Fiber optic,No,Yes,1,No
21,One year,No,Mailed check,77.5,1625,DSL,Yes,Yes,0,Yes
69,One year,Yes,Credit card (automatic),105.1,7234.8,Fiber optic,Yes,Yes,0,No
13,Month-to-month,Yes,Bank transfer (automatic),25.15,331.85,DSL,No,No,0,No
42,Month-to-month,Yes,Bank transfer (automatic),95.25,3959.35,Fiber optic,No,No,0,Yes
52,Month-to-month,Yes,Credit card (automatic),95.65,5088.4,Fiber optic,Yes,No,0,No
46,Month-to-month,No,Electronic check,85,3969.4,Fiber optic,No,Yes,1,Yes
61,Two year,Yes,Bank transfer (automatic),80.8,4860.85,DSL,Yes,Yes,0,No
29,One year,Yes,Mailed check,24.85,788.05,DSL,No,No,0,No
25,One year,Yes,Credit card (automatic),54.75,1266.35,DSL,Yes,No,0,No
5,Month-to-month,Yes,Electronic check,85.75,470.95,Fiber optic,Yes,No,0,Yes
15,One year,No,Electronic check,50.75,688.2,DSL,No,No,0,No
19,Two year,No,Mailed check,20.15,387.7,No,No internet service,No internet service,0,No
44,Two year,No,Mailed check,20.05,845.25,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Electronic check,98.25,560.6,Fiber optic,No,No,1,Yes
58,Two year,No,Credit card (automatic),71.6,4230.25,DSL,Yes,Yes,0,No
62,One year,Yes,Credit card (automatic),81.45,4983.05,Fiber optic,No,Yes,0,No
70,One year,Yes,Bank transfer (automatic),58.4,4113.15,DSL,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,25.7,25.7,DSL,No,No,1,Yes
10,Two year,No,Credit card (automatic),53.7,521,DSL,Yes,Yes,0,No
26,One year,Yes,Bank transfer (automatic),19.6,471.85,No,No internet service,No internet service,0,No
66,Month-to-month,No,Credit card (automatic),89.4,5976.9,Fiber optic,No,No,0,No
7,Month-to-month,Yes,Electronic check,69,506.9,Fiber optic,No,No,0,Yes
51,One year,No,Bank transfer (automatic),84.2,4299.75,Fiber optic,Yes,No,0,No
72,Two year,Yes,Credit card (automatic),106.1,7548.6,Fiber optic,Yes,Yes,0,No
65,Two year,No,Mailed check,25.75,1654.75,No,No internet service,No internet service,0,No
2,Month-to-month,No,Bank transfer (automatic),46.05,80.35,DSL,No,No,0,Yes
70,One year,No,Bank transfer (automatic),64.95,4551.5,DSL,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),85.45,6227.5,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.05,20.05,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,76.4,76.4,Fiber optic,No,No,1,Yes
5,Month-to-month,Yes,Electronic check,100.5,514,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Mailed check,20.7,57.5,No,No internet service,No internet service,0,No
58,Two year,Yes,Credit card (automatic),25.3,1474.35,No,No internet service,No internet service,0,No
22,Month-to-month,No,Mailed check,40.05,880.2,DSL,No,Yes,1,Yes
33,Month-to-month,Yes,Bank transfer (automatic),100.6,3270.25,Fiber optic,No,No,1,No
1,Month-to-month,No,Electronic check,69.95,69.95,Fiber optic,No,No,0,Yes
54,Month-to-month,No,Bank transfer (automatic),74,3919.15,Fiber optic,No,No,1,No
72,Two year,Yes,Electronic check,99.4,7285.7,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,93.3,93.3,Fiber optic,No,No,0,Yes
3,Month-to-month,Yes,Electronic check,49.15,169.05,DSL,No,No,0,Yes
72,Two year,No,Credit card (automatic),107.45,7658.3,Fiber optic,Yes,Yes,0,No
72,Two year,Yes,Credit card (automatic),83.6,5959.3,DSL,No,Yes,0,No
54,Month-to-month,Yes,Credit card (automatic),99.05,5295.7,Fiber optic,No,No,1,No
59,One year,Yes,Electronic check,80.1,4693.2,DSL,Yes,No,0,No
54,Two year,Yes,Bank transfer (automatic),65.3,3512.9,DSL,No,Yes,0,No
60,Two year,Yes,Electronic check,89.55,5231.2,Fiber optic,No,No,0,No
60,Two year,No,Credit card (automatic),60.8,3603.45,DSL,Yes,No,0,No
3,Month-to-month,No,Electronic check,74.5,217.45,Fiber optic,No,No,0,No
69,Two year,No,Bank transfer (automatic),99.15,6875.35,Fiber optic,No,Yes,0,No
1,Month-to-month,No,Electronic check,19.25,19.25,No,No internet service,No internet service,0,No
50,Month-to-month,Yes,Credit card (automatic),39.45,2021.35,DSL,No,Yes,0,No
56,Month-to-month,Yes,Credit card (automatic),44.85,2564.95,DSL,No,No,0,No
60,Two year,Yes,Electronic check,97.2,5611.75,Fiber optic,Yes,Yes,0,No
69,One year,Yes,Mailed check,110.55,7610.1,Fiber optic,Yes,Yes,1,No
1,Month-to-month,No,Mailed check,35.05,35.05,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,73,73,Fiber optic,No,No,1,Yes
3,Month-to-month,Yes,Mailed check,19.9,45.75,No,No internet service,No internet service,0,No
60,Two year,No,Bank transfer (automatic),76.95,4543.95,DSL,Yes,No,0,No
13,Two year,No,Mailed check,35.4,450.4,DSL,Yes,No,0,No
62,Two year,No,Bank transfer (automatic),20.45,1297.35,No,No internet service,No internet service,0,No
45,One year,No,Bank transfer (automatic),96.75,4442.75,Fiber optic,No,Yes,0,No
25,One year,No,Electronic check,54.2,1423.15,DSL,Yes,No,0,No
44,Two year,No,Bank transfer (automatic),100.1,4378.35,Fiber optic,Yes,No,0,No
2,Month-to-month,Yes,Mailed check,45.25,74.2,DSL,No,No,0,No
33,Month-to-month,Yes,Credit card (automatic),83.85,2716.3,Fiber optic,No,No,1,Yes
1,Month-to-month,Yes,Electronic check,70.1,70.1,Fiber optic,No,No,0,Yes
22,One year,No,Bank transfer (automatic),20.85,450.65,No,No internet service,No internet service,0,No
35,Month-to-month,Yes,Mailed check,33.45,1175.85,DSL,Yes,No,0,No
29,Two year,No,Mailed check,20.2,558.8,No,No internet service,No internet service,0,No
27,One year,Yes,Electronic check,85.9,2220.1,Fiber optic,No,Yes,1,No
54,One year,Yes,Electronic check,61,3283.05,DSL,Yes,No,0,No
2,Month-to-month,Yes,Electronic check,70.65,142.35,Fiber optic,No,No,1,Yes
57,One year,Yes,Electronic check,86.9,4939.25,Fiber optic,No,No,0,No
62,Two year,No,Bank transfer (automatic),69.4,4237.5,DSL,Yes,Yes,0,No
15,One year,No,Credit card (automatic),20.35,335.95,No,No internet service,No internet service,0,No
2,Month-to-month,No,Mailed check,20.35,33.2,No,No internet service,No internet service,0,Yes
70,Two year,Yes,Bank transfer (automatic),104.3,7188.5,Fiber optic,Yes,No,0,No
21,Month-to-month,Yes,Electronic check,44.95,926.25,DSL,No,No,0,No
23,One year,Yes,Electronic check,49.45,1119.35,DSL,Yes,No,0,No
6,One year,No,Mailed check,20.6,116.6,No,No internet service,No internet service,0,No
4,Two year,No,Credit card (automatic),19.55,68.8,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Credit card (automatic),99,287.4,Fiber optic,No,Yes,0,Yes
23,Month-to-month,Yes,Electronic check,93.5,2341.55,Fiber optic,No,No,0,No
26,One year,No,Credit card (automatic),54.55,1362.85,DSL,Yes,Yes,0,No
8,Month-to-month,No,Mailed check,20.05,163.6,No,No internet service,No internet service,0,No
26,Month-to-month,Yes,Electronic check,83.95,2254.2,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Electronic check,79.45,145.15,Fiber optic,No,No,0,No
67,Two year,No,Credit card (automatic),116.2,7752.3,Fiber optic,Yes,Yes,0,Yes
71,Two year,Yes,Bank transfer (automatic),93.7,6585.35,Fiber optic,No,No,0,Yes
59,One year,No,Credit card (automatic),79.85,4786.1,DSL,Yes,Yes,0,No
39,One year,No,Electronic check,100,3835.55,Fiber optic,No,No,0,No
21,Two year,No,Mailed check,19.6,397,No,No internet service,No internet service,0,No
1,Month-to-month,No,Mailed check,19.7,19.7,No,No internet service,No internet service,0,Yes
48,Two year,No,Bank transfer (automatic),20.2,1027.25,No,No internet service,No internet service,0,No
31,One year,Yes,Credit card (automatic),50.4,1580.1,DSL,No,Yes,1,No
64,One year,No,Electronic check,113.35,7222.75,Fiber optic,Yes,Yes,0,No
46,Month-to-month,Yes,Bank transfer (automatic),80,3769.7,Fiber optic,No,No,0,No
52,Two year,Yes,Bank transfer (automatic),80.95,4233.95,DSL,Yes,No,0,No
67,Two year,Yes,Mailed check,24.9,1680.25,No,No internet service,No internet service,0,No
67,Month-to-month,No,Electronic check,54.9,3725.5,DSL,No,No,1,No
5,Month-to-month,No,Electronic check,75.55,413.65,Fiber optic,No,No,0,Yes
71,Two year,No,Electronic check,109.25,7707.7,Fiber optic,Yes,No,0,No
9,Month-to-month,Yes,Bank transfer (automatic),77.65,714.15,Fiber optic,No,No,0,Yes
26,Month-to-month,Yes,Electronic check,95,2497.2,Fiber optic,No,Yes,1,Yes
71,One year,Yes,Bank transfer (automatic),116.3,8309.55,Fiber optic,Yes,Yes,0,No
32,Month-to-month,No,Bank transfer (automatic),19.9,601.55,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,70.35,139.25,Fiber optic,No,No,0,No
71,Two year,No,Credit card (automatic),25.6,1888.25,No,No internet service,No internet service,0,No
60,One year,Yes,Electronic check,44.45,2773.9,DSL,No,Yes,0,No
55,One year,Yes,Electronic check,100.15,5409.75,Fiber optic,No,No,1,No
54,One year,Yes,Credit card (automatic),105.4,5643.4,Fiber optic,Yes,Yes,0,Yes
2,Month-to-month,Yes,Electronic check,95.85,197.7,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Mailed check,73.85,401.3,Fiber optic,No,No,0,No
48,Two year,Yes,Credit card (automatic),70.1,3238.4,DSL,No,Yes,0,No
63,Two year,No,Mailed check,25.25,1573.05,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,79.15,79.15,Fiber optic,No,No,0,Yes
12,Month-to-month,No,Credit card (automatic),21.05,235.8,No,No internet service,No internet service,0,No
54,Month-to-month,Yes,Bank transfer (automatic),24.95,1364.75,DSL,No,No,1,No
30,One year,Yes,Electronic check,64.5,1985.15,DSL,Yes,No,0,No
30,Month-to-month,No,Bank transfer (automatic),19.65,655.85,No,No internet service,No internet service,0,Yes
4,Month-to-month,Yes,Electronic check,79,303.15,Fiber optic,No,No,0,Yes
40,One year,Yes,Credit card (automatic),105.95,4335.2,Fiber optic,Yes,No,0,No
9,Month-to-month,Yes,Electronic check,75.85,647.5,Fiber optic,Yes,No,0,No
17,Month-to-month,No,Electronic check,91.85,1574.45,Fiber optic,Yes,Yes,0,Yes
62,Two year,Yes,Credit card (automatic),43.6,2748.7,DSL,No,No,0,No
28,One year,Yes,Bank transfer (automatic),91.25,2483.65,Fiber optic,Yes,No,0,No
70,Two year,No,Credit card (automatic),89.75,6367.2,DSL,Yes,Yes,0,No
46,Two year,Yes,Bank transfer (automatic),104.4,4904.2,Fiber optic,Yes,No,0,No
23,Month-to-month,No,Mailed check,90.15,2044.95,Fiber optic,No,No,0,No
47,One year,No,Electronic check,40.3,1794.8,DSL,Yes,Yes,0,No
68,Two year,Yes,Bank transfer (automatic),105.25,7173.15,Fiber optic,No,Yes,0,No
60,One year,Yes,Electronic check,106,6441.4,Fiber optic,Yes,No,1,Yes
67,Two year,Yes,Electronic check,104,7039.05,Fiber optic,Yes,No,0,No
14,Month-to-month,Yes,Electronic check,69.65,921.4,DSL,Yes,No,0,No
57,Month-to-month,Yes,Electronic check,74.3,4018.35,Fiber optic,No,No,0,No
55,One year,No,Mailed check,100.9,5448.6,Fiber optic,No,Yes,0,No
1,Month-to-month,Yes,Mailed check,20.25,20.25,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,49.9,49.9,DSL,Yes,No,0,Yes
23,Month-to-month,Yes,Credit card (automatic),96.9,2085.45,Fiber optic,Yes,No,0,No
13,Month-to-month,Yes,Electronic check,100.35,1358.85,Fiber optic,No,Yes,0,Yes
47,Month-to-month,Yes,Electronic check,104.1,5135.15,Fiber optic,No,No,0,No
38,One year,No,Mailed check,20.1,730.1,No,No internet service,No internet service,0,No
38,Month-to-month,Yes,Bank transfer (automatic),74.95,2869.85,Fiber optic,No,No,1,Yes
2,Month-to-month,Yes,Credit card (automatic),56.55,118.25,DSL,No,No,1,No
1,Month-to-month,Yes,Credit card (automatic),49.25,49.25,DSL,Yes,No,1,Yes
15,Month-to-month,Yes,Bank transfer (automatic),68.6,1108.6,Fiber optic,No,No,0,No
26,Month-to-month,Yes,Credit card (automatic),69.05,1815.65,Fiber optic,No,No,0,No
35,Two year,No,Credit card (automatic),19.7,730.4,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Mailed check,20.05,75.45,No,No internet service,No internet service,0,No
50,Month-to-month,No,Electronic check,103.7,5071.05,Fiber optic,Yes,No,0,Yes
42,Month-to-month,Yes,Electronic check,94.4,4014.6,Fiber optic,No,Yes,0,No
10,Month-to-month,Yes,Credit card (automatic),54.95,568.85,DSL,Yes,Yes,0,No
61,One year,No,Bank transfer (automatic),93.7,5860.7,Fiber optic,Yes,Yes,0,No
68,Two year,No,Credit card (automatic),110.25,7279.35,Fiber optic,Yes,Yes,0,No
10,One year,Yes,Electronic check,98.9,1064.95,Fiber optic,No,Yes,0,No
65,One year,No,Electronic check,89.75,5769.6,Fiber optic,No,Yes,0,Yes
72,Two year,Yes,Bank transfer (automatic),80.45,5886.85,DSL,Yes,Yes,0,No
55,Month-to-month,No,Electronic check,79.4,4238.45,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,20.3,20.3,No,No internet service,No internet service,0,Yes
7,Month-to-month,No,Bank transfer (automatic),62.8,418.3,DSL,Yes,No,0,No
2,Month-to-month,Yes,Mailed check,74.9,136.05,Fiber optic,No,No,0,No
9,Month-to-month,Yes,Electronic check,74.85,708.2,Fiber optic,No,Yes,0,No
27,Two year,Yes,Credit card (automatic),25.85,788.55,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,101.95,700.85,Fiber optic,No,No,1,Yes
64,Two year,Yes,Mailed check,68.3,4378.8,DSL,Yes,No,0,No
70,Two year,No,Bank transfer (automatic),48.4,3442.8,DSL,Yes,Yes,0,No
2,Month-to-month,Yes,Electronic check,94,181.7,Fiber optic,No,No,1,Yes
67,Two year,Yes,Electronic check,105.05,7171.7,Fiber optic,Yes,Yes,1,No
45,Month-to-month,Yes,Credit card (automatic),89.3,4016.85,Fiber optic,No,No,0,Yes
24,Two year,No,Credit card (automatic),25.15,553,No,No internet service,No internet service,0,No
4,Two year,No,Credit card (automatic),19.5,96.85,No,No internet service,No internet service,0,No
44,Month-to-month,Yes,Bank transfer (automatic),92.95,4122.9,Fiber optic,No,No,0,No
72,Two year,Yes,Mailed check,20.7,1482.3,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Credit card (automatic),74.3,74.3,Fiber optic,No,No,0,Yes
66,Two year,No,Bank transfer (automatic),19.35,1240.8,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,44.65,44.65,DSL,Yes,No,0,Yes
13,Month-to-month,No,Electronic check,84.05,1095.3,Fiber optic,No,Yes,0,Yes
10,Month-to-month,Yes,Bank transfer (automatic),80.7,788.8,Fiber optic,No,No,0,Yes
65,Month-to-month,Yes,Electronic check,104.35,6578.55,Fiber optic,No,No,1,No
1,Month-to-month,No,Mailed check,19.55,19.55,No,No internet service,No internet service,0,No
38,One year,No,Electronic check,74.05,2802.3,DSL,Yes,Yes,0,No
23,Two year,No,Mailed check,40.1,857.75,DSL,Yes,Yes,0,No
10,One year,No,Mailed check,20.1,184.4,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,101.7,364.55,Fiber optic,No,No,0,Yes
72,Two year,Yes,Credit card (automatic),83.55,6093.3,DSL,Yes,Yes,0,No
35,Month-to-month,No,Electronic check,56.85,1861.1,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.4,20.4,No,No internet service,No internet service,0,Yes
58,Two year,No,Credit card (automatic),19.55,1079.65,No,No internet service,No internet service,0,No
70,One year,Yes,Electronic check,106.15,7475.1,Fiber optic,Yes,No,0,No
38,One year,No,Credit card (automatic),78.95,2862.55,DSL,No,No,0,No
60,Month-to-month,Yes,Electronic check,49.75,3069.45,DSL,No,No,0,No
26,Month-to-month,Yes,Credit card (automatic),92.4,2349.8,Fiber optic,No,Yes,0,No
8,One year,No,Bank transfer (automatic),58.2,469.25,DSL,Yes,Yes,0,No
41,One year,Yes,Electronic check,102.6,4213.35,Fiber optic,Yes,No,0,Yes
36,Month-to-month,Yes,Credit card (automatic),91.95,3301.05,Fiber optic,No,No,1,No
54,One year,No,Bank transfer (automatic),65.25,3529.95,DSL,Yes,No,1,No
71,Two year,Yes,Bank transfer (automatic),106,7723.7,Fiber optic,No,No,0,Yes
55,Month-to-month,Yes,Electronic check,73.1,4144.9,Fiber optic,No,No,0,No
72,Two year,No,Bank transfer (automatic),59.75,4265,DSL,No,Yes,0,No
3,Month-to-month,Yes,Mailed check,55.1,154.65,DSL,Yes,Yes,0,Yes
54,Two year,Yes,Bank transfer (automatic),59.8,3246.45,DSL,No,No,0,No
72,Two year,Yes,Bank transfer (automatic),116.6,8337.45,Fiber optic,Yes,Yes,0,No
52,Two year,Yes,Electronic check,109.3,5731.4,Fiber optic,Yes,Yes,0,No
60,One year,Yes,Bank transfer (automatic),101.4,6176.6,Fiber optic,No,Yes,1,No
39,Month-to-month,Yes,Credit card (automatic),50.65,1905.4,DSL,No,No,0,No
15,One year,No,Mailed check,56.15,931.9,DSL,No,No,0,No
69,Two year,Yes,Bank transfer (automatic),106.5,7348.8,Fiber optic,Yes,No,0,Yes
43,One year,Yes,Mailed check,19.2,776.25,No,No internet service,No internet service,0,No
63,One year,No,Bank transfer (automatic),83,5243.05,DSL,Yes,Yes,1,No
2,Month-to-month,No,Electronic check,70.1,141.65,Fiber optic,No,No,1,No
72,Two year,Yes,Bank transfer (automatic),108.3,7679.65,Fiber optic,Yes,Yes,0,No
32,Month-to-month,Yes,Bank transfer (automatic),91.05,2954.5,Fiber optic,No,No,0,Yes
40,Two year,No,Credit card (automatic),25.25,1006.9,No,No internet service,No internet service,0,No
58,One year,Yes,Electronic check,45.35,2540.1,DSL,No,Yes,0,No
67,Two year,No,Electronic check,43.9,3097.2,DSL,Yes,Yes,0,No
51,Month-to-month,Yes,Electronic check,77.5,3807.35,Fiber optic,No,Yes,1,Yes
31,One year,Yes,Mailed check,79.3,2484,DSL,Yes,No,0,No
69,Month-to-month,Yes,Credit card (automatic),84.9,5785.65,Fiber optic,No,Yes,1,No
32,One year,Yes,Electronic check,79.25,2619.15,Fiber optic,Yes,No,0,No
21,Two year,No,Credit card (automatic),71.05,1524.85,DSL,Yes,Yes,0,No
52,One year,No,Electronic check,53.75,2790.65,DSL,No,Yes,0,No
72,Two year,No,Credit card (automatic),24.25,1784.5,No,No internet service,No internet service,0,No
72,Two year,Yes,Electronic check,54.2,3937.45,DSL,No,No,0,Yes
52,One year,No,Bank transfer (automatic),44.25,2276.1,DSL,No,Yes,0,No
41,One year,No,Bank transfer (automatic),50.05,2029.05,DSL,Yes,No,0,No
41,Two year,No,Mailed check,20.15,802.35,No,No internet service,No internet service,0,No
6,Month-to-month,Yes,Mailed check,69.25,418.4,Fiber optic,No,No,0,Yes
67,One year,Yes,Credit card (automatic),69.35,4653.25,DSL,Yes,Yes,0,No
16,Month-to-month,No,Mailed check,19.35,275.9,No,No internet service,No internet service,0,No
17,Two year,No,Mailed check,19.15,343.45,No,No internet service,No internet service,0,No
35,Month-to-month,No,Mailed check,61,2130.45,DSL,No,Yes,0,No
58,Two year,No,Credit card (automatic),20.5,1191.4,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,50.5,50.5,DSL,No,No,0,Yes
52,Two year,No,Mailed check,50.2,2554,DSL,Yes,No,0,No
70,Two year,No,Bank transfer (automatic),79.6,5589.45,DSL,Yes,Yes,0,No
19,Two year,Yes,Bank transfer (automatic),24.9,467.7,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,74.4,74.4,Fiber optic,No,No,1,Yes
35,Month-to-month,Yes,Electronic check,106.9,3756.45,Fiber optic,Yes,Yes,0,No
32,Month-to-month,Yes,Electronic check,101.35,3334.9,Fiber optic,No,No,0,No
17,Month-to-month,Yes,Credit card (automatic),55.35,920.5,DSL,Yes,Yes,0,No
67,One year,No,Credit card (automatic),50.55,3431.75,DSL,No,No,0,No
9,Month-to-month,No,Bank transfer (automatic),19.5,150.35,No,No internet service,No internet service,0,No
31,One year,Yes,Mailed check,79.45,2587.7,DSL,Yes,No,0,Yes
4,Month-to-month,No,Electronic check,90.65,367.95,Fiber optic,No,Yes,0,No
58,One year,Yes,Bank transfer (automatic),89.85,5125.75,Fiber optic,Yes,Yes,1,No
60,One year,No,Mailed check,79,4801.1,DSL,Yes,Yes,0,No
58,One year,Yes,Electronic check,104.65,6219.6,Fiber optic,Yes,No,0,Yes
1,Month-to-month,No,Mailed check,19.55,19.55,No,No internet service,No internet service,0,No
27,Two year,No,Mailed check,19.9,550.1,No,No internet service,No internet service,0,No
66,One year,Yes,Electronic check,116.25,7862.25,Fiber optic,Yes,Yes,1,No
15,Month-to-month,Yes,Bank transfer (automatic),87.75,1242.2,Fiber optic,No,Yes,0,No
47,Month-to-month,Yes,Electronic check,100.05,4871.05,Fiber optic,No,No,1,Yes
41,Month-to-month,Yes,Credit card (automatic),81.3,3190.65,Fiber optic,No,Yes,0,No
59,Month-to-month,Yes,Electronic check,44.3,2666.75,DSL,No,No,0,No
50,Two year,No,Credit card (automatic),70.35,3533.6,Fiber optic,No,No,0,No
17,One year,No,Credit card (automatic),44.45,792.15,DSL,No,Yes,0,No
6,Month-to-month,Yes,Electronic check,49.15,295.65,DSL,No,Yes,0,No
51,Month-to-month,Yes,Credit card (automatic),29.45,1459.35,DSL,No,No,1,No
44,Month-to-month,No,Electronic check,100.55,4398.15,Fiber optic,Yes,No,0,Yes
49,Month-to-month,Yes,Credit card (automatic),85.3,4297.95,Fiber optic,No,No,0,No
2,Month-to-month,No,Electronic check,95.65,167.3,Fiber optic,No,No,0,Yes
59,One year,Yes,Mailed check,69.1,4096.9,DSL,Yes,Yes,0,No
50,Month-to-month,Yes,Bank transfer (automatic),70.35,3454.6,DSL,No,Yes,1,No
59,Two year,No,Mailed check,20.6,1286,No,No internet service,No internet service,0,No
18,Month-to-month,No,Mailed check,74.15,1387,Fiber optic,No,No,0,No
10,Month-to-month,No,Electronic check,75.05,786.3,Fiber optic,No,No,0,No
14,One year,No,Electronic check,44.6,641.25,DSL,No,No,0,No
35,Two year,No,Bank transfer (automatic),21.45,705.45,No,No internet service,No internet service,0,No
8,One year,Yes,Mailed check,43.45,345.5,DSL,No,No,0,No
18,One year,No,Bank transfer (automatic),20.05,345.9,No,No internet service,No internet service,0,No
60,One year,No,Bank transfer (automatic),94.15,5811.8,Fiber optic,No,Yes,0,No
1,Month-to-month,No,Electronic check,94.4,94.4,Fiber optic,No,No,0,Yes
6,Two year,No,Mailed check,19.55,124.45,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Mailed check,75.9,1375.6,DSL,Yes,Yes,0,No
53,One year,No,Bank transfer (automatic),64.15,3491.55,DSL,Yes,Yes,0,No
72,Two year,Yes,Bank transfer (automatic),109.55,7920.7,Fiber optic,No,Yes,1,No
60,Two year,Yes,Credit card (automatic),110.8,6640.7,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Credit card (automatic),55,55,DSL,No,No,0,Yes
13,Month-to-month,No,Mailed check,53.45,718.1,DSL,Yes,No,0,No
5,Month-to-month,No,Credit card (automatic),69.95,320.4,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,101.45,101.45,Fiber optic,No,No,0,Yes
13,Month-to-month,No,Electronic check,97,1334.45,Fiber optic,No,No,0,No
37,One year,Yes,Bank transfer (automatic),90.6,3358.65,DSL,Yes,Yes,0,No
64,Month-to-month,Yes,Mailed check,73.55,4764,Fiber optic,No,Yes,0,No
5,Month-to-month,No,Bank transfer (automatic),67.95,350.3,DSL,Yes,No,0,Yes
61,Two year,Yes,Bank transfer (automatic),94.35,5703,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,69.5,69.5,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,18.85,18.85,No,No internet service,No internet service,0,Yes
26,One year,No,Mailed check,19.4,525.55,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,69.2,69.2,Fiber optic,No,No,0,Yes
24,Two year,No,Mailed check,19.75,483.15,No,No internet service,No internet service,0,No
17,One year,No,Electronic check,54.6,934.8,DSL,Yes,No,0,No
26,Month-to-month,Yes,Mailed check,29.8,786.5,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,69.65,69.65,Fiber optic,No,No,0,Yes
40,Month-to-month,No,Electronic check,101.85,4086.3,Fiber optic,No,Yes,1,Yes
52,Month-to-month,Yes,Electronic check,103.05,5364.8,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Electronic check,82.3,82.3,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,20.3,20.3,No,No internet service,No internet service,0,No
21,Two year,No,Mailed check,35.1,770.4,DSL,Yes,Yes,0,No
67,One year,Yes,Bank transfer (automatic),105.7,6816.95,Fiber optic,No,No,0,No
44,Month-to-month,No,Bank transfer (automatic),56.25,2419.55,DSL,Yes,Yes,0,No
70,One year,No,Electronic check,60.35,4138.7,DSL,Yes,No,0,No
3,Month-to-month,No,Electronic check,79.25,267.6,Fiber optic,No,No,0,Yes
56,Two year,Yes,Bank transfer (automatic),59.8,3457.45,DSL,No,Yes,0,No
13,Month-to-month,Yes,Electronic check,84.6,1115.2,Fiber optic,No,No,0,Yes
58,Month-to-month,Yes,Bank transfer (automatic),93.4,5435.6,Fiber optic,No,Yes,0,Yes
42,Month-to-month,Yes,Electronic check,94.2,4186.3,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Electronic check,25.05,25.05,DSL,No,No,1,Yes
46,Two year,No,Mailed check,99.65,4630.2,Fiber optic,Yes,Yes,0,No
63,Two year,Yes,Bank transfer (automatic),50.65,3221.25,DSL,No,Yes,0,No
11,Month-to-month,Yes,Electronic check,60.9,688.5,DSL,Yes,No,0,No
15,Month-to-month,Yes,Bank transfer (automatic),59.65,867.1,DSL,Yes,No,0,No
72,Two year,Yes,Electronic check,64.7,4746.05,DSL,Yes,Yes,0,No
29,Month-to-month,Yes,Credit card (automatic),25.1,712.85,DSL,No,No,0,Yes
1,Month-to-month,No,Electronic check,48.95,48.95,DSL,No,No,0,Yes
6,Month-to-month,No,Electronic check,54.85,355.1,DSL,No,No,0,No
1,Month-to-month,No,Electronic check,45.3,45.3,DSL,No,No,0,Yes
63,One year,Yes,Electronic check,91.35,5764.7,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Electronic check,85.85,167.3,Fiber optic,No,No,0,Yes
18,Two year,No,Mailed check,25.1,428.45,No,No internet service,No internet service,0,No
43,Month-to-month,No,Bank transfer (automatic),34,1505.35,DSL,Yes,Yes,0,No
15,One year,No,Mailed check,45.9,693.45,DSL,Yes,Yes,0,No
10,Month-to-month,No,Electronic check,95.2,930.4,Fiber optic,No,No,0,Yes
55,Two year,No,Mailed check,20.5,1177.95,No,No internet service,No internet service,0,No
49,One year,Yes,Bank transfer (automatic),100.6,5069.65,Fiber optic,Yes,No,0,Yes
6,Month-to-month,Yes,Mailed check,55.3,324.25,DSL,No,No,0,Yes
70,Two year,No,Credit card (automatic),20.35,1458.1,No,No internet service,No internet service,0,No
2,Month-to-month,Yes,Mailed check,74.85,156.4,Fiber optic,No,No,1,Yes
63,One year,No,Bank transfer (automatic),36.1,2298.9,DSL,Yes,Yes,1,No
25,Month-to-month,Yes,Bank transfer (automatic),65.8,1679.65,DSL,Yes,No,0,No
18,One year,No,Bank transfer (automatic),20.35,369.6,No,No internet service,No internet service,1,No
28,Month-to-month,Yes,Electronic check,105.8,2998,Fiber optic,Yes,No,1,No
53,One year,Yes,Mailed check,96.75,5206.55,Fiber optic,Yes,Yes,1,No
35,One year,Yes,Bank transfer (automatic),102.35,3626.1,Fiber optic,No,No,0,Yes
1,Month-to-month,No,Mailed check,24.4,24.4,DSL,No,No,0,No
70,One year,No,Credit card (automatic),115.65,7968.85,Fiber optic,Yes,Yes,0,Yes
2,Month-to-month,Yes,Electronic check,79.85,152.45,Fiber optic,Yes,No,0,Yes
26,Month-to-month,Yes,Electronic check,73.05,1959.5,DSL,Yes,No,0,No
34,One year,No,Electronic check,64.35,2053.05,DSL,No,Yes,0,No
19,Two year,No,Mailed check,20.5,398.55,No,No internet service,No internet service,0,No
15,Month-to-month,Yes,Mailed check,76,1130.85,Fiber optic,No,No,0,Yes
62,One year,No,Credit card (automatic),54.75,3425.35,DSL,No,Yes,0,No
42,Month-to-month,Yes,Bank transfer (automatic),104.75,4323.45,Fiber optic,No,No,1,Yes
9,Month-to-month,Yes,Electronic check,74.65,703.55,DSL,No,Yes,0,Yes
24,Month-to-month,Yes,Electronic check,51.15,1275.7,DSL,No,Yes,0,No
68,Two year,Yes,Electronic check,41.95,2965.75,DSL,No,Yes,1,No
31,Month-to-month,No,Mailed check,54.35,1647,DSL,Yes,No,0,No
1,Month-to-month,Yes,Electronic check,56.25,56.25,DSL,No,No,0,Yes
21,Month-to-month,Yes,Electronic check,106.1,2249.95,Fiber optic,Yes,No,0,Yes
63,One year,Yes,Electronic check,96,6109.75,Fiber optic,No,No,0,No
2,Month-to-month,Yes,Bank transfer (automatic),79.75,159.4,Fiber optic,No,No,1,Yes
61,Two year,Yes,Bank transfer (automatic),61.45,3751.15,DSL,Yes,No,0,No
1,Month-to-month,No,Electronic check,68.65,68.65,Fiber optic,No,No,0,Yes
18,One year,No,Mailed check,19.65,411.25,No,No internet service,No internet service,0,No
6,One year,No,Credit card (automatic),19,105.5,No,No internet service,No internet service,0,No
33,Month-to-month,Yes,Electronic check,100,3320.6,Fiber optic,No,No,0,No
16,Month-to-month,No,Bank transfer (automatic),20.25,327.45,No,No internet service,No internet service,0,Yes
56,Month-to-month,Yes,Electronic check,98.7,5669.5,Fiber optic,Yes,No,0,No
23,One year,No,Mailed check,19.8,465.45,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,73.8,704.3,Fiber optic,No,No,0,No
14,Month-to-month,Yes,Electronic check,100.2,1369.8,Fiber optic,No,No,1,Yes
15,Month-to-month,Yes,Bank transfer (automatic),74.9,1107.25,Fiber optic,No,No,0,Yes
5,Month-to-month,No,Credit card (automatic),20.05,95.55,No,No internet service,No internet service,0,No
61,Month-to-month,Yes,Electronic check,106.2,6375.2,Fiber optic,No,Yes,0,No
70,Two year,Yes,Credit card (automatic),116.55,8152.3,Fiber optic,Yes,Yes,0,No
15,Month-to-month,Yes,Electronic check,99.7,1566.75,Fiber optic,No,Yes,0,No
8,Two year,No,Mailed check,19.7,130.25,No,No internet service,No internet service,0,No
8,Two year,No,Mailed check,19.5,162.15,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Mailed check,29.15,110.05,DSL,No,Yes,0,No
34,One year,No,Mailed check,55,1885.15,DSL,No,Yes,0,No
68,Two year,Yes,Credit card (automatic),90.8,6302.85,DSL,Yes,Yes,0,No
45,One year,No,Bank transfer (automatic),51,2264.5,DSL,Yes,No,0,No
9,Month-to-month,Yes,Electronic check,90.1,816.8,Fiber optic,No,No,1,No
22,Month-to-month,Yes,Mailed check,59.05,1253.5,DSL,Yes,Yes,0,No
2,Month-to-month,No,Mailed check,20.3,41.2,No,No internet service,No internet service,0,No
70,Two year,No,Bank transfer (automatic),72.95,5265.55,DSL,Yes,No,0,No
10,One year,No,Credit card (automatic),73.55,693.3,DSL,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),84.3,5997.1,DSL,Yes,Yes,0,No
49,One year,No,Credit card (automatic),78,3824.2,DSL,No,No,0,No
54,One year,No,Mailed check,72.1,3886.05,DSL,Yes,No,1,No
71,Two year,Yes,Credit card (automatic),106.75,7283.25,Fiber optic,No,Yes,0,No
22,One year,Yes,Mailed check,19.25,412.55,No,No internet service,No internet service,0,No
50,Two year,No,Credit card (automatic),20.55,1070.25,No,No internet service,No internet service,0,No
43,One year,No,Mailed check,20,817.95,No,No internet service,No internet service,0,No
45,Two year,Yes,Credit card (automatic),24.65,1171.3,No,No internet service,No internet service,0,No
64,Month-to-month,Yes,Bank transfer (automatic),103.5,6548.65,Fiber optic,No,Yes,1,No
23,Two year,No,Mailed check,23.85,625.65,No,No internet service,No internet service,0,No
68,Two year,No,Credit card (automatic),25.8,1911.5,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,70.85,70.85,Fiber optic,No,No,0,Yes
2,Month-to-month,Yes,Credit card (automatic),69.8,134.7,Fiber optic,No,No,0,Yes
26,One year,No,Credit card (automatic),59.45,1507,DSL,Yes,No,0,No
55,Month-to-month,Yes,Bank transfer (automatic),54.55,2978.3,DSL,Yes,No,0,Yes
14,Month-to-month,Yes,Electronic check,20.05,299.3,No,No internet service,No internet service,0,No
71,Two year,Yes,Electronic check,82.55,5832.65,DSL,Yes,Yes,0,No
64,One year,No,Electronic check,81.25,5567.55,DSL,Yes,Yes,0,No
7,Month-to-month,Yes,Credit card (automatic),70.75,450.8,DSL,Yes,No,0,Yes
57,Two year,Yes,Credit card (automatic),74.3,4166.35,DSL,Yes,Yes,0,No
13,Month-to-month,No,Electronic check,94.1,1215.6,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Credit card (automatic),29.7,91.7,DSL,No,Yes,0,Yes
72,Two year,No,Credit card (automatic),109.7,7898.45,Fiber optic,Yes,No,1,No
40,Month-to-month,Yes,Credit card (automatic),96.35,3915.4,Fiber optic,No,No,0,No
14,Month-to-month,Yes,Credit card (automatic),66.6,979.5,DSL,Yes,No,0,No
2,Month-to-month,Yes,Electronic check,44.5,90.05,DSL,No,No,0,No
66,One year,No,Credit card (automatic),110.9,7432.05,Fiber optic,Yes,No,1,Yes
38,Month-to-month,Yes,Electronic check,105,4026.4,Fiber optic,Yes,No,0,Yes
1,Month-to-month,Yes,Electronic check,25.3,25.3,DSL,No,No,0,Yes
22,One year,Yes,Credit card (automatic),55.15,1193.05,DSL,Yes,No,0,Yes
1,Month-to-month,Yes,Mailed check,20.1,20.1,No,No internet service,No internet service,0,Yes
5,Month-to-month,Yes,Mailed check,80.1,398.55,Fiber optic,No,No,0,No
29,One year,No,Bank transfer (automatic),69.05,1958.45,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Mailed check,69.9,69.9,Fiber optic,No,No,0,Yes
3,Month-to-month,No,Mailed check,20.4,63.15,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),19.7,1301.1,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,50.1,484.05,DSL,No,No,0,No
43,Month-to-month,Yes,Electronic check,101.4,4528,Fiber optic,No,No,0,Yes
48,One year,Yes,Credit card (automatic),83.45,3887.85,DSL,No,Yes,0,No
26,Month-to-month,Yes,Credit card (automatic),86.65,2208.75,Fiber optic,No,Yes,0,No
9,Month-to-month,No,Bank transfer (automatic),20.15,238.15,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Electronic check,80.8,80.8,Fiber optic,No,No,0,Yes
46,Two year,No,Credit card (automatic),19.4,958.15,No,No internet service,No internet service,0,No
2,Month-to-month,No,Bank transfer (automatic),62.05,118.3,DSL,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,76.45,76.45,Fiber optic,No,No,1,Yes
64,Two year,Yes,Bank transfer (automatic),60.05,3845.45,DSL,Yes,Yes,0,No
12,Month-to-month,Yes,Electronic check,91.3,1094.5,Fiber optic,No,No,1,Yes
6,Month-to-month,Yes,Electronic check,95.75,573.75,Fiber optic,No,No,1,Yes
59,One year,No,Mailed check,20.35,1267,No,No internet service,No internet service,0,No
7,One year,Yes,Mailed check,94.05,633.45,Fiber optic,No,No,0,No
72,Two year,Yes,Credit card (automatic),84.1,6129.65,DSL,No,Yes,1,No
16,Month-to-month,Yes,Electronic check,78.75,1218.25,Fiber optic,No,No,1,No
25,Month-to-month,No,Credit card (automatic),55.55,1405.3,DSL,No,No,0,No
34,Month-to-month,No,Electronic check,62.65,2274.9,DSL,Yes,Yes,0,Yes
1,Month-to-month,Yes,Electronic check,74.5,74.5,Fiber optic,No,No,0,Yes
10,Month-to-month,Yes,Credit card (automatic),102.1,1068.85,Fiber optic,No,No,0,Yes
24,One year,No,Mailed check,20.1,533.9,No,No internet service,No internet service,0,No
10,One year,No,Electronic check,70.3,676.15,DSL,No,Yes,0,No
69,One year,Yes,Credit card (automatic),53.65,3804.4,DSL,No,Yes,0,No
57,Two year,No,Mailed check,20.75,1118.8,No,No internet service,No internet service,0,No
50,One year,Yes,Bank transfer (automatic),103.4,5236.4,Fiber optic,Yes,No,0,No
28,One year,No,Mailed check,50.8,1386.8,DSL,Yes,Yes,0,No
16,Month-to-month,Yes,Electronic check,50.15,762.25,DSL,No,Yes,0,Yes
25,Month-to-month,Yes,Mailed check,79,1902,DSL,Yes,Yes,0,No
3,Month-to-month,Yes,Bank transfer (automatic),74.6,239.05,Fiber optic,No,No,1,No
61,One year,Yes,Bank transfer (automatic),96.5,5673.7,Fiber optic,No,No,0,No
2,Month-to-month,No,Mailed check,20.1,39.8,No,No internet service,No internet service,0,No
51,One year,No,Mailed check,19.4,997.75,No,No internet service,No internet service,0,No
71,Two year,No,Credit card (automatic),77.55,5574.35,DSL,No,Yes,0,No
20,Month-to-month,No,Mailed check,20.05,406.05,No,No internet service,No internet service,0,No
6,Month-to-month,No,Credit card (automatic),19.85,138.85,No,No internet service,No internet service,0,No
6,Month-to-month,No,Mailed check,20.2,123.65,No,No internet service,No internet service,0,No
29,Month-to-month,No,Mailed check,67.45,1801.1,DSL,Yes,Yes,0,No
36,Two year,Yes,Credit card (automatic),18.55,689,No,No internet service,No internet service,0,No
28,Month-to-month,Yes,Mailed check,29.75,790.7,DSL,No,No,0,No
7,Month-to-month,Yes,Electronic check,86.5,582.5,Fiber optic,No,No,0,Yes
63,Two year,No,Mailed check,24.2,1618.2,No,No internet service,No internet service,0,No
48,Two year,No,Mailed check,23.55,1173.35,No,No internet service,No internet service,0,No
49,One year,No,Bank transfer (automatic),20.45,900.9,No,No internet service,No internet service,0,No
27,Month-to-month,Yes,Electronic check,81.45,2122.05,Fiber optic,No,No,1,Yes
72,Two year,No,Credit card (automatic),92.3,6719.9,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.15,69.15,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),53.65,3784,DSL,Yes,No,0,No
47,One year,No,Credit card (automatic),39.65,1798.65,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,54.65,54.65,DSL,No,No,0,No
36,One year,Yes,Bank transfer (automatic),104.8,3886.45,Fiber optic,No,No,0,No
43,Month-to-month,No,Credit card (automatic),29.3,1224.05,DSL,No,No,0,No
27,Month-to-month,No,Electronic check,83.85,2310.2,DSL,Yes,No,1,No
9,Month-to-month,Yes,Electronic check,79.55,723.4,Fiber optic,No,No,0,Yes
38,Month-to-month,Yes,Electronic check,103.65,3988.5,Fiber optic,Yes,No,0,No
35,Month-to-month,Yes,Electronic check,99.05,3554.6,Fiber optic,No,Yes,1,No
0,Two year,No,Mailed check,73.35, ,DSL,Yes,No,0,No
59,Two year,Yes,Mailed check,100.05,6034.85,Fiber optic,Yes,No,0,No
27,Two year,No,Credit card (automatic),20.35,531.6,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,43.95,85.1,DSL,No,No,1,No
7,Month-to-month,No,Mailed check,23.5,173,No,No internet service,No internet service,0,No
36,One year,Yes,Mailed check,70.7,2511.95,DSL,Yes,No,0,No
41,Month-to-month,Yes,Bank transfer (automatic),94.3,3893.6,Fiber optic,No,Yes,0,No
13,Month-to-month,No,Electronic check,29.15,357.15,DSL,No,No,0,No
19,Two year,No,Credit card (automatic),20.85,467.5,No,No internet service,No internet service,0,No
60,Two year,No,Bank transfer (automatic),37.7,2288.7,DSL,Yes,Yes,0,No
48,Two year,Yes,Mailed check,95.5,4627.85,Fiber optic,Yes,No,0,Yes
3,Month-to-month,No,Electronic check,91.05,289.1,Fiber optic,No,No,1,Yes
69,Two year,Yes,Mailed check,92.45,6460.55,Fiber optic,Yes,No,0,No
43,One year,No,Electronic check,44.15,1931.3,DSL,Yes,No,0,No
11,One year,Yes,Mailed check,36.05,402.6,DSL,Yes,Yes,0,No
45,Month-to-month,Yes,Credit card (automatic),50.25,2221.55,DSL,No,No,0,No
72,Two year,Yes,Credit card (automatic),109.75,7758.9,Fiber optic,Yes,No,0,No
2,Month-to-month,No,Electronic check,79.2,172.85,Fiber optic,No,No,1,Yes
12,Two year,No,Bank transfer (automatic),20.3,224.5,No,No internet service,No internet service,0,No
67,One year,Yes,Credit card (automatic),112.35,7388.45,Fiber optic,Yes,No,0,No
37,Two year,No,Mailed check,94.3,3460.95,Fiber optic,Yes,No,0,No
39,One year,No,Bank transfer (automatic),41.15,1700.9,DSL,Yes,Yes,0,No
41,Month-to-month,Yes,Bank transfer (automatic),74.65,3090.65,DSL,Yes,Yes,0,No
25,Month-to-month,Yes,Electronic check,48.25,1293.8,DSL,No,No,0,No
8,Two year,Yes,Credit card (automatic),76.15,645.8,DSL,Yes,Yes,0,No
71,Two year,No,Mailed check,71.1,5224.95,DSL,Yes,Yes,0,No
5,Month-to-month,No,Electronic check,96.55,500.1,Fiber optic,No,No,0,No
30,One year,Yes,Credit card (automatic),79.3,2427.1,DSL,No,Yes,0,No
40,One year,Yes,Credit card (automatic),89.6,3488.15,Fiber optic,Yes,No,0,No
54,Two year,Yes,Mailed check,20.5,1035.7,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),106.3,7565.35,Fiber optic,No,No,0,No
28,One year,No,Bank transfer (automatic),100.35,2799,Fiber optic,No,No,0,No
18,Month-to-month,Yes,Electronic check,85.6,1601.5,Fiber optic,Yes,No,0,No
2,Month-to-month,Yes,Electronic check,45.25,85.5,DSL,No,No,0,Yes
59,One year,Yes,Electronic check,106.15,6256.2,Fiber optic,No,No,0,No
22,Month-to-month,Yes,Electronic check,51.1,1232.9,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,19.9,19.9,No,No internet service,No internet service,0,No
72,Two year,Yes,Credit card (automatic),25.7,1937.4,No,No internet service,No internet service,1,No
14,Month-to-month,Yes,Electronic check,74.3,1096.25,Fiber optic,No,No,1,Yes
50,One year,No,Electronic check,99.4,5059.75,Fiber optic,Yes,No,0,No
48,One year,No,Bank transfer (automatic),69.7,3023.65,DSL,Yes,Yes,0,No
49,Month-to-month,Yes,Electronic check,98.35,4889.2,Fiber optic,No,No,0,No
28,Month-to-month,No,Electronic check,85.45,2289.9,Fiber optic,No,No,0,No
68,Month-to-month,Yes,Electronic check,95.9,6503.2,Fiber optic,No,No,1,No
13,Month-to-month,No,Electronic check,100.75,1313.25,Fiber optic,Yes,No,0,No
11,Month-to-month,Yes,Electronic check,89.2,990.3,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Credit card (automatic),74.1,228,Fiber optic,No,No,0,Yes
57,Month-to-month,No,Electronic check,100.6,5746.15,Fiber optic,No,No,1,Yes
3,Month-to-month,No,Mailed check,75,209.1,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),25.75,1864.2,No,No internet service,No internet service,0,No
70,Two year,Yes,Electronic check,84.1,5979.7,DSL,Yes,No,0,No
49,Two year,No,Bank transfer (automatic),79.3,3902.45,DSL,Yes,No,0,No
67,One year,Yes,Credit card (automatic),107.05,7142.5,Fiber optic,No,Yes,1,No
46,Two year,No,Bank transfer (automatic),20.05,902,No,No internet service,No internet service,0,No
64,Two year,Yes,Credit card (automatic),70.2,4481,DSL,Yes,Yes,1,Yes
37,Month-to-month,No,Bank transfer (automatic),19.5,805.2,No,No internet service,No internet service,0,No
2,Month-to-month,No,Electronic check,70.75,154.85,Fiber optic,No,No,1,Yes
13,Month-to-month,No,Electronic check,45.3,528.45,DSL,No,No,1,No
72,Two year,No,Electronic check,115.15,8349.7,Fiber optic,Yes,Yes,0,No
68,Two year,Yes,Bank transfer (automatic),72.95,4953.25,DSL,Yes,No,0,No
15,One year,No,Mailed check,19.65,332.65,No,No internet service,No internet service,0,No
24,Two year,Yes,Bank transfer (automatic),19.55,470.2,No,No internet service,No internet service,0,No
24,Month-to-month,Yes,Electronic check,89.55,2259.35,Fiber optic,Yes,No,0,No
27,Month-to-month,No,Mailed check,50.35,1411.35,DSL,No,Yes,0,No
12,Month-to-month,No,Bank transfer (automatic),50.25,593.75,DSL,Yes,No,0,Yes
71,Two year,No,Credit card (automatic),87.25,6328.7,DSL,Yes,Yes,0,No
67,Two year,Yes,Mailed check,20.8,1411.9,No,No internet service,No internet service,0,No
63,Two year,Yes,Bank transfer (automatic),109.25,6841.4,Fiber optic,Yes,No,0,No
1,Month-to-month,No,Mailed check,20.35,20.35,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Electronic check,55.9,238.5,DSL,No,No,0,No
40,Month-to-month,Yes,Credit card (automatic),79.2,3233.85,Fiber optic,No,Yes,1,Yes
12,Month-to-month,Yes,Electronic check,96,1062.1,Fiber optic,No,No,0,Yes
52,Two year,No,Electronic check,79.2,4016.3,DSL,No,Yes,0,No
10,Month-to-month,Yes,Electronic check,24,226.55,No,No internet service,No internet service,0,No
68,One year,No,Bank transfer (automatic),101.35,7110.75,Fiber optic,No,Yes,0,No
54,Month-to-month,Yes,Electronic check,100.1,5440.9,Fiber optic,Yes,No,0,Yes
4,Month-to-month,No,Mailed check,56.5,235.1,DSL,Yes,No,0,Yes
52,One year,No,Mailed check,35.45,1958.95,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,85,85,Fiber optic,No,No,1,Yes
70,One year,No,Bank transfer (automatic),79.4,5528.9,DSL,Yes,Yes,0,No
43,One year,Yes,Credit card (automatic),35.2,1463.7,DSL,No,Yes,0,No
52,Two year,No,Mailed check,19.65,1025.05,No,No internet service,No internet service,0,No
12,Two year,No,Mailed check,49.85,552.1,DSL,Yes,Yes,0,No
56,One year,No,Bank transfer (automatic),68.75,3815.4,DSL,No,Yes,0,No
0,Two year,Yes,Bank transfer (automatic),61.9, ,DSL,Yes,Yes,0,No
42,Month-to-month,No,Electronic check,79.9,3313.4,Fiber optic,No,No,0,No
22,Month-to-month,Yes,Bank transfer (automatic),89.75,1938.9,Fiber optic,No,No,1,No
51,One year,No,Electronic check,59.3,3014.65,DSL,No,Yes,0,Yes
27,Month-to-month,Yes,Credit card (automatic),19.4,460.25,No,No internet service,No internet service,0,No
51,One year,Yes,Bank transfer (automatic),93.65,4839.15,Fiber optic,No,Yes,1,No
4,Month-to-month,Yes,Electronic check,49.4,184.4,DSL,No,Yes,0,Yes
1,Month-to-month,Yes,Mailed check,19.9,19.9,No,No internet service,No internet service,0,No
35,Month-to-month,No,Mailed check,55,2010.55,DSL,No,No,0,Yes
71,One year,Yes,Bank transfer (automatic),72.9,5139.65,DSL,Yes,No,1,No
1,Month-to-month,Yes,Electronic check,69.2,69.2,Fiber optic,No,No,0,Yes
69,Two year,Yes,Bank transfer (automatic),25.6,1673.4,No,No internet service,No internet service,0,No
14,One year,No,Mailed check,19.75,309.35,No,No internet service,No internet service,0,No
57,Month-to-month,No,Electronic check,55.7,3171.6,DSL,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),117.5,8670.1,Fiber optic,Yes,Yes,0,No
48,Two year,No,Credit card (automatic),19.85,916,No,No internet service,No internet service,0,No
4,Month-to-month,Yes,Mailed check,78.9,299.75,Fiber optic,No,No,0,No
31,Month-to-month,Yes,Electronic check,20.65,702.05,No,No internet service,No internet service,0,No
38,One year,Yes,Mailed check,62.3,2354.8,DSL,Yes,No,0,Yes
37,Month-to-month,Yes,Electronic check,92.5,3473.4,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Mailed check,19.65,19.65,No,No internet service,No internet service,0,No
57,Two year,Yes,Bank transfer (automatic),79.75,4438.2,DSL,No,No,1,No
62,Two year,Yes,Credit card (automatic),79.95,4819.75,DSL,Yes,Yes,1,No
3,Month-to-month,Yes,Electronic check,29.9,92.25,DSL,Yes,No,0,No
72,Two year,Yes,Mailed check,19.75,1567,No,No internet service,No internet service,0,No
29,Month-to-month,Yes,Mailed check,45,1242.45,DSL,Yes,Yes,0,No
13,Month-to-month,No,Bank transfer (automatic),44.8,559.2,DSL,No,No,0,No
3,Month-to-month,No,Electronic check,69.65,220.1,Fiber optic,No,No,0,Yes
11,Month-to-month,No,Electronic check,51.1,531.15,DSL,No,No,0,No
21,Two year,No,Mailed check,53.15,1183.2,DSL,Yes,Yes,0,No
19,Month-to-month,No,Bank transfer (automatic),24.7,465.85,No,No internet service,No internet service,0,No
61,Two year,Yes,Credit card (automatic),111.6,6876.05,Fiber optic,Yes,Yes,0,Yes
11,Month-to-month,No,Credit card (automatic),48.55,501,DSL,No,Yes,0,Yes
35,Month-to-month,Yes,Electronic check,109.95,3782.4,Fiber optic,Yes,No,0,No
25,Month-to-month,No,Mailed check,20.8,460.2,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,20.2,20.2,No,No internet service,No internet service,0,Yes
67,Two year,Yes,Bank transfer (automatic),25.6,1790.35,No,No internet service,No internet service,0,No
19,Month-to-month,Yes,Electronic check,39.65,733.35,DSL,No,No,0,Yes
56,One year,No,Electronic check,24.9,1334,No,No internet service,No internet service,0,Yes
72,Two year,Yes,Credit card (automatic),108.4,7767.25,Fiber optic,No,Yes,0,No
43,Two year,No,Mailed check,19.55,876.15,No,No internet service,No internet service,0,No
55,Month-to-month,Yes,Electronic check,85.1,4600.95,Fiber optic,No,Yes,0,No
2,Month-to-month,No,Mailed check,56.7,113.55,DSL,No,Yes,0,Yes
27,Month-to-month,Yes,Mailed check,69.05,1793.25,Fiber optic,No,No,0,No
13,Month-to-month,Yes,Mailed check,70.15,886.7,Fiber optic,No,No,0,No
70,Two year,Yes,Mailed check,111.15,7737.55,Fiber optic,No,Yes,0,No
14,One year,No,Mailed check,105.95,1348.9,Fiber optic,Yes,Yes,0,Yes
19,One year,Yes,Bank transfer (automatic),89.35,1686.85,Fiber optic,Yes,No,0,No
20,Month-to-month,Yes,Bank transfer (automatic),89.1,1879.25,Fiber optic,No,Yes,0,No
43,One year,Yes,Credit card (automatic),91.25,4013.8,Fiber optic,Yes,Yes,0,No
5,Month-to-month,Yes,Mailed check,90.35,434.5,Fiber optic,No,Yes,0,No
70,One year,Yes,Bank transfer (automatic),105.55,7195.35,Fiber optic,Yes,No,1,No
40,Two year,No,Mailed check,19.1,780.1,No,No internet service,No internet service,0,No
6,Two year,Yes,Credit card (automatic),20.4,107.6,No,No internet service,No internet service,0,No
39,Two year,Yes,Electronic check,100.45,3801.7,Fiber optic,No,Yes,0,No
4,Month-to-month,No,Electronic check,74.95,308.7,Fiber optic,No,No,1,Yes
15,Month-to-month,Yes,Electronic check,29.7,438.25,DSL,Yes,No,0,Yes
1,Month-to-month,Yes,Electronic check,50.35,50.35,DSL,No,No,0,Yes
45,Month-to-month,Yes,Bank transfer (automatic),85.7,3778.1,Fiber optic,Yes,Yes,1,No
64,Two year,No,Electronic check,47.85,3147.5,DSL,Yes,Yes,0,Yes
57,Month-to-month,No,Credit card (automatic),94,5438.95,Fiber optic,No,No,1,No
72,Two year,No,Bank transfer (automatic),69.85,5102.35,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,70.3,70.3,Fiber optic,No,No,0,Yes
72,Two year,No,Credit card (automatic),25.85,1872.2,No,No internet service,No internet service,0,No
3,Two year,No,Mailed check,71.1,213.35,DSL,Yes,Yes,0,No
55,Month-to-month,Yes,Electronic check,98.8,5617.75,Fiber optic,No,Yes,1,Yes
59,Month-to-month,No,Electronic check,93.35,5386.5,Fiber optic,Yes,No,0,No
18,Month-to-month,Yes,Bank transfer (automatic),99.85,1776.95,Fiber optic,Yes,No,0,Yes
32,Month-to-month,Yes,Credit card (automatic),80.3,2483.05,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Bank transfer (automatic),50.55,235.65,DSL,No,Yes,0,No
66,Month-to-month,Yes,Credit card (automatic),80.45,5224.35,Fiber optic,No,No,1,Yes
27,Month-to-month,Yes,Electronic check,81.3,2272.8,Fiber optic,No,No,0,No
4,Month-to-month,Yes,Credit card (automatic),20.7,83.75,No,No internet service,No internet service,0,No
60,Month-to-month,Yes,Credit card (automatic),79.05,4663.4,DSL,Yes,Yes,0,No
8,Two year,No,Mailed check,19.05,201.7,No,No internet service,No internet service,0,No
8,Two year,No,Credit card (automatic),19.6,125,No,No internet service,No internet service,0,No
35,Two year,Yes,Mailed check,20.2,684.4,No,No internet service,No internet service,0,No
7,Month-to-month,Yes,Electronic check,86.8,620.35,Fiber optic,No,No,0,Yes
53,Two year,No,Mailed check,20.9,1146.05,No,No internet service,No internet service,0,No
18,Month-to-month,Yes,Credit card (automatic),103.6,1806.35,Fiber optic,Yes,No,1,No
15,Two year,Yes,Mailed check,38.8,603,DSL,No,No,0,No
67,One year,Yes,Bank transfer (automatic),88.4,5798.3,Fiber optic,No,No,0,No
6,Month-to-month,Yes,Electronic check,84.2,519.15,Fiber optic,No,No,1,Yes
6,Month-to-month,Yes,Electronic check,79.7,497.6,Fiber optic,No,No,1,No
13,Month-to-month,Yes,Mailed check,99,1301.7,Fiber optic,Yes,No,0,Yes
11,Month-to-month,Yes,Electronic check,100.75,1129.75,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,19.3,19.3,No,No internet service,No internet service,0,No
5,Month-to-month,Yes,Mailed check,55.75,266.95,DSL,Yes,Yes,0,No
13,One year,Yes,Mailed check,19.95,257,No,No internet service,No internet service,0,No
9,Month-to-month,No,Bank transfer (automatic),91.75,865.8,Fiber optic,No,Yes,0,Yes
29,Month-to-month,No,Mailed check,89.65,2623.65,Fiber optic,Yes,No,0,No
1,Month-to-month,Yes,Mailed check,45.85,45.85,DSL,No,No,1,No
1,Month-to-month,Yes,Mailed check,79.55,79.55,Fiber optic,No,No,0,Yes
18,Month-to-month,No,Mailed check,55.95,1082.8,DSL,No,No,0,No
2,Month-to-month,No,Credit card (automatic),69,147.8,DSL,No,No,0,No
30,Month-to-month,Yes,Bank transfer (automatic),83.55,2570.2,Fiber optic,Yes,No,0,No
66,Two year,No,Bank transfer (automatic),65.7,4378.9,DSL,Yes,Yes,0,No
38,Two year,Yes,Bank transfer (automatic),94.9,3616.25,Fiber optic,Yes,No,0,No
44,Month-to-month,Yes,Mailed check,61.9,2924.05,DSL,Yes,No,0,No
54,Month-to-month,No,Electronic check,111.1,6014.85,Fiber optic,Yes,No,0,Yes
2,Month-to-month,No,Mailed check,20,32.7,No,No internet service,No internet service,0,No
42,One year,Yes,Mailed check,67.7,2882.25,DSL,Yes,Yes,0,No
58,Two year,No,Credit card (automatic),25.15,1509.9,No,No internet service,No internet service,0,No
58,Month-to-month,Yes,Electronic check,92.85,5305.05,Fiber optic,No,No,0,No
25,Month-to-month,Yes,Electronic check,89.1,2368.4,Fiber optic,No,No,0,Yes
71,Two year,No,Mailed check,111.3,7985.9,Fiber optic,Yes,Yes,0,No
37,Month-to-month,Yes,Bank transfer (automatic),101.9,3545.35,Fiber optic,No,No,0,Yes
14,Month-to-month,Yes,Electronic check,91.65,1301,Fiber optic,Yes,No,0,Yes
4,Month-to-month,Yes,Electronic check,88.85,372.45,Fiber optic,No,No,1,Yes
48,One year,Yes,Bank transfer (automatic),60.6,2985.25,DSL,Yes,Yes,0,No
3,Month-to-month,No,Electronic check,25.3,77.75,DSL,No,No,1,Yes
8,Two year,No,Mailed check,65.5,564.35,DSL,Yes,Yes,0,No
1,Month-to-month,Yes,Electronic check,95.45,95.45,Fiber optic,No,No,0,Yes
67,Two year,No,Bank transfer (automatic),19.95,1311.75,No,No internet service,No internet service,0,No
13,Month-to-month,Yes,Electronic check,91.1,1135.7,Fiber optic,No,No,0,Yes
45,One year,Yes,Credit card (automatic),54.15,2319.8,DSL,Yes,No,0,Yes
49,Month-to-month,Yes,Bank transfer (automatic),74.6,3720.35,Fiber optic,No,No,0,No
52,Month-to-month,No,Bank transfer (automatic),94.6,5025.8,Fiber optic,No,No,0,No
63,One year,Yes,Credit card (automatic),81.15,5224.5,Fiber optic,No,Yes,0,No
68,Two year,Yes,Bank transfer (automatic),89.05,6185.8,DSL,Yes,Yes,0,No
31,Month-to-month,Yes,Mailed check,49.2,1498.55,DSL,Yes,No,0,No
64,Two year,No,Credit card (automatic),19.45,1208.6,No,No internet service,No internet service,0,No
62,One year,Yes,Electronic check,104.3,6613.65,Fiber optic,Yes,Yes,0,No
1,Month-to-month,No,Bank transfer (automatic),69.7,69.7,Fiber optic,No,No,0,Yes
6,Month-to-month,Yes,Electronic check,89.5,573.3,Fiber optic,No,No,0,Yes
21,Month-to-month,Yes,Electronic check,86.05,1818.9,Fiber optic,Yes,No,0,No
72,Two year,No,Bank transfer (automatic),25.2,1787.35,No,No internet service,No internet service,0,No
32,Month-to-month,Yes,Electronic check,35.15,1051.05,DSL,No,Yes,0,No
71,One year,Yes,Credit card (automatic),99.65,7181.25,Fiber optic,Yes,Yes,1,No
34,Month-to-month,Yes,Bank transfer (automatic),105.35,3688.6,Fiber optic,No,Yes,0,No
3,Month-to-month,Yes,Electronic check,35.15,99.75,DSL,No,No,0,Yes
12,Month-to-month,Yes,Credit card (automatic),73.75,871.4,Fiber optic,No,No,0,Yes
8,Month-to-month,No,Electronic check,101.35,780.5,Fiber optic,No,No,1,Yes
35,Two year,No,Bank transfer (automatic),24.3,821.6,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Electronic check,80.7,239.45,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Mailed check,89.85,244.45,Fiber optic,Yes,No,0,No
53,One year,Yes,Electronic check,61.1,3357.9,DSL,No,No,0,No
4,Month-to-month,Yes,Electronic check,29.05,129.6,DSL,No,Yes,0,No
48,One year,Yes,Bank transfer (automatic),99.7,4977.2,Fiber optic,No,Yes,0,No
6,Month-to-month,No,Credit card (automatic),55.9,365.35,DSL,No,Yes,0,Yes
3,Month-to-month,Yes,Electronic check,105.9,334.65,Fiber optic,No,No,1,Yes
54,Two year,No,Credit card (automatic),46,2424.05,DSL,Yes,No,0,No
1,Month-to-month,No,Mailed check,43.95,43.95,DSL,No,No,0,Yes
62,Month-to-month,Yes,Bank transfer (automatic),80.4,4981.15,DSL,Yes,No,0,No
22,One year,Yes,Mailed check,100.05,2090.25,Fiber optic,No,No,0,No
1,Month-to-month,Yes,Bank transfer (automatic),45.1,45.1,DSL,No,No,0,Yes
51,One year,Yes,Bank transfer (automatic),94,4905.75,Fiber optic,No,No,1,No
30,One year,Yes,Credit card (automatic),68.95,2038.7,DSL,No,No,0,No
56,One year,Yes,Credit card (automatic),68.45,4014,DSL,Yes,Yes,1,No
35,One year,Yes,Electronic check,69,2441.7,DSL,Yes,No,0,No
64,Month-to-month,Yes,Electronic check,43.85,2751,DSL,Yes,No,1,No
30,Month-to-month,Yes,Electronic check,44.5,1307.8,DSL,No,No,0,No
25,Two year,Yes,Mailed check,18.7,383.65,No,No internet service,No internet service,0,No
41,Month-to-month,No,Bank transfer (automatic),70.25,2868.05,Fiber optic,No,No,0,Yes
9,Month-to-month,No,Electronic check,55.35,449.75,DSL,No,No,0,Yes
1,Month-to-month,Yes,Mailed check,53.55,53.55,DSL,No,Yes,0,No
70,Two year,Yes,Electronic check,114.6,7882.5,Fiber optic,Yes,Yes,0,No
57,Two year,Yes,Bank transfer (automatic),20.1,1087.7,No,No internet service,No internet service,0,No
9,Month-to-month,Yes,Electronic check,85.5,791.7,Fiber optic,No,No,0,No
69,One year,Yes,Bank transfer (automatic),108.75,7493.05,Fiber optic,Yes,No,0,No
43,Month-to-month,Yes,Electronic check,103,4414.3,Fiber optic,No,No,1,Yes
72,Two year,Yes,Electronic check,97.85,6841.3,Fiber optic,No,No,0,No
44,Two year,No,Bank transfer (automatic),19.55,819.95,No,No internet service,No internet service,0,No
72,Two year,Yes,Bank transfer (automatic),84.05,6052.25,Fiber optic,No,Yes,0,No
33,One year,Yes,Electronic check,103.75,3361.05,Fiber optic,Yes,Yes,0,Yes
54,Month-to-month,No,Credit card (automatic),89.4,4869.5,Fiber optic,No,No,0,No
27,Two year,No,Credit card (automatic),19.7,509.3,No,No internet service,No internet service,0,No
54,Month-to-month,Yes,Bank transfer (automatic),79.85,4308.25,Fiber optic,No,No,0,No
3,Month-to-month,No,Credit card (automatic),74.45,221.1,Fiber optic,No,No,0,No
53,One year,No,Bank transfer (automatic),74.1,3833.95,DSL,No,Yes,0,No
1,Month-to-month,Yes,Electronic check,69.35,69.35,Fiber optic,No,No,0,Yes
15,One year,No,Mailed check,18.8,294.95,No,No internet service,No internet service,0,No
56,Month-to-month,Yes,Electronic check,73.85,4092.85,Fiber optic,No,No,0,Yes
5,Month-to-month,No,Credit card (automatic),64.4,316.9,DSL,Yes,Yes,0,No
48,One year,Yes,Credit card (automatic),55.8,2651.2,DSL,No,No,0,No
25,Month-to-month,No,Credit card (automatic),20.05,471.7,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Credit card (automatic),75.15,216.75,Fiber optic,No,No,0,Yes
58,One year,No,Bank transfer (automatic),99.15,5720.95,Fiber optic,No,Yes,0,No
10,Month-to-month,Yes,Bank transfer (automatic),56.75,503.25,DSL,No,No,0,No
1,Month-to-month,Yes,Electronic check,69.6,69.6,Fiber optic,No,No,0,Yes
71,Two year,Yes,Credit card (automatic),104.15,7365.3,Fiber optic,Yes,No,0,No
65,Two year,Yes,Credit card (automatic),110.8,7245.9,Fiber optic,Yes,No,0,No
5,Month-to-month,Yes,Electronic check,80.15,385,Fiber optic,No,No,0,Yes
28,Month-to-month,Yes,Mailed check,35.75,961.4,DSL,Yes,No,0,No
67,Two year,Yes,Bank transfer (automatic),69.9,4615.9,DSL,Yes,No,0,No
35,One year,Yes,Electronic check,89.2,3251.3,Fiber optic,Yes,Yes,0,No
72,Two year,No,Credit card (automatic),55.65,3880.05,DSL,Yes,Yes,0,No
61,One year,Yes,Bank transfer (automatic),50.7,3088.75,DSL,Yes,Yes,0,No
68,Two year,Yes,Credit card (automatic),20,1396,No,No internet service,No internet service,1,No
1,Month-to-month,No,Bank transfer (automatic),30.5,30.5,DSL,No,Yes,0,Yes
3,Month-to-month,Yes,Mailed check,19.1,53.05,No,No internet service,No internet service,0,No
70,Two year,No,Bank transfer (automatic),98.3,6859.5,Fiber optic,No,No,0,Yes
48,Month-to-month,No,Credit card (automatic),45.55,2108.35,DSL,No,No,0,No
68,One year,Yes,Credit card (automatic),101.05,6770.5,Fiber optic,No,No,0,No
47,One year,Yes,Electronic check,103.7,4730.6,Fiber optic,Yes,Yes,0,No
32,One year,Yes,Mailed check,36.25,1151.05,DSL,Yes,No,0,No
5,Month-to-month,Yes,Mailed check,49.4,232.55,DSL,No,Yes,0,No
49,Two year,Yes,Credit card (automatic),19.9,1022.6,No,No internet service,No internet service,0,No
48,Month-to-month,Yes,Bank transfer (automatic),107.4,5121.3,Fiber optic,No,No,0,Yes
13,Month-to-month,Yes,Electronic check,82,1127.2,Fiber optic,No,No,1,Yes
15,Month-to-month,Yes,Mailed check,19.8,309.4,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,45.05,523.1,DSL,No,No,0,No
67,Two year,Yes,Bank transfer (automatic),64.55,4250.1,DSL,Yes,Yes,1,No
9,Month-to-month,No,Electronic check,86.25,770.5,Fiber optic,Yes,No,0,No
13,Two year,Yes,Bank transfer (automatic),19.75,246.7,No,No internet service,No internet service,0,No
38,One year,Yes,Mailed check,89.1,3342,Fiber optic,No,No,0,No
42,Month-to-month,Yes,Electronic check,95.55,3930.6,Fiber optic,No,No,1,No
24,Month-to-month,Yes,Credit card (automatic),75.4,1747.85,Fiber optic,No,No,0,Yes
27,Month-to-month,Yes,Electronic check,101.25,2754.45,Fiber optic,No,Yes,1,Yes
9,Month-to-month,Yes,Credit card (automatic),102.6,897.75,Fiber optic,No,No,0,No
49,One year,Yes,Credit card (automatic),56.3,2780.6,DSL,Yes,No,0,No
61,Month-to-month,Yes,Credit card (automatic),94.2,5895.45,Fiber optic,Yes,Yes,1,No
50,One year,Yes,Bank transfer (automatic),43.05,2208.05,DSL,No,Yes,0,No
25,Month-to-month,Yes,Electronic check,89.5,2196.15,Fiber optic,No,No,1,Yes
22,Month-to-month,Yes,Bank transfer (automatic),74.4,1692.6,Fiber optic,No,No,1,Yes
1,Month-to-month,No,Mailed check,20.5,20.5,No,No internet service,No internet service,0,Yes
4,Month-to-month,Yes,Electronic check,74.35,265.35,Fiber optic,No,No,0,Yes
18,Month-to-month,No,Bank transfer (automatic),99.75,1836.25,Fiber optic,Yes,No,1,Yes
56,One year,Yes,Electronic check,111.95,6418.9,Fiber optic,Yes,No,1,Yes
53,One year,Yes,Electronic check,94,4871.45,Fiber optic,Yes,No,1,No
51,One year,Yes,Electronic check,98.85,4947.55,Fiber optic,No,No,0,No
24,Two year,No,Electronic check,64.35,1558.65,DSL,No,Yes,0,No
62,Two year,Yes,Credit card (automatic),72,4284.2,DSL,No,Yes,0,No
24,Month-to-month,Yes,Mailed check,49.7,1218.25,DSL,No,No,0,No
70,Two year,No,Electronic check,80.7,5617.95,DSL,Yes,Yes,0,No
1,Month-to-month,No,Mailed check,24.2,24.2,DSL,No,No,0,No
16,Month-to-month,Yes,Mailed check,39,679.85,DSL,No,No,1,Yes
8,Month-to-month,Yes,Electronic check,65.45,554.45,DSL,Yes,No,0,No
72,Two year,Yes,Electronic check,74.35,5237.4,DSL,Yes,Yes,0,No
23,Month-to-month,No,Bank transfer (automatic),83.2,2032.3,Fiber optic,Yes,No,0,No
31,Month-to-month,No,Credit card (automatic),25,789.2,DSL,No,No,0,No
37,One year,Yes,Electronic check,40.2,1525.35,DSL,Yes,Yes,0,No
30,Month-to-month,Yes,Credit card (automatic),94.1,2804.45,Fiber optic,Yes,No,0,Yes
35,One year,Yes,Electronic check,108.35,3726.15,Fiber optic,No,Yes,1,No
23,Month-to-month,Yes,Credit card (automatic),69.5,1652.1,DSL,Yes,No,0,No
20,One year,No,Bank transfer (automatic),76,1588.75,DSL,No,Yes,0,No
36,Month-to-month,Yes,Electronic check,93.6,3366.05,Fiber optic,No,Yes,0,No
8,Month-to-month,No,Bank transfer (automatic),95.65,778.1,Fiber optic,No,No,0,Yes
71,One year,No,Bank transfer (automatic),100.55,7113.75,Fiber optic,No,No,0,No
50,Month-to-month,Yes,Electronic check,88.05,4367.35,Fiber optic,No,No,1,Yes
43,One year,Yes,Bank transfer (automatic),24.45,993.15,No,No internet service,No internet service,0,No
57,Two year,No,Mailed check,89.55,5012.35,DSL,Yes,Yes,0,No
41,One year,Yes,Bank transfer (automatic),66.5,2728.6,DSL,Yes,No,0,Yes
27,Month-to-month,Yes,Electronic check,76.1,2093.4,Fiber optic,No,No,0,No
13,Month-to-month,Yes,Electronic check,80.5,1011.8,Fiber optic,No,No,0,No
3,Month-to-month,Yes,Mailed check,35.45,106.85,DSL,No,Yes,0,Yes
67,One year,No,Electronic check,20.55,1343.4,No,No internet service,No internet service,0,No
3,Month-to-month,Yes,Mailed check,49.9,130.1,DSL,No,No,0,Yes
64,Two year,Yes,Bank transfer (automatic),105.4,6794.75,Fiber optic,Yes,No,0,No
26,Month-to-month,No,Electronic check,35.75,1022.5,DSL,Yes,No,0,No
38,Month-to-month,Yes,Credit card (automatic),95.1,3691.2,Fiber optic,No,No,0,No
23,One year,No,Credit card (automatic),19.3,486.2,No,No internet service,No internet service,0,No
40,Month-to-month,Yes,Credit card (automatic),104.5,4036.85,Fiber optic,No,No,0,Yes
72,Two year,Yes,Bank transfer (automatic),63.1,4685.55,DSL,Yes,Yes,1,No
3,Month-to-month,Yes,Credit card (automatic),75.05,256.25,Fiber optic,No,No,1,Yes
23,Month-to-month,Yes,Electronic check,81,1917.1,Fiber optic,No,No,0,Yes
1,Month-to-month,Yes,Electronic check,74.45,74.45,Fiber optic,No,No,1,Yes
4,Month-to-month,Yes,Mailed check,60.4,272.15,DSL,Yes,Yes,0,Yes
62,Two year,Yes,Electronic check,84.95,5150.55,DSL,Yes,Yes,0,No
40,Month-to-month,Yes,Bank transfer (automatic),93.4,3756.4,Fiber optic,No,No,0,No
41,Month-to-month,Yes,Electronic check,89.2,3645.75,Fiber optic,No,No,0,No
34,Month-to-month,Yes,Credit card (automatic),85.2,2874.45,Fiber optic,No,No,1,No
1,Month-to-month,No,Electronic check,49.95,49.95,DSL,No,No,0,No
51,Two year,No,Bank transfer (automatic),20.65,1020.75,No,No internet service,No internet service,0,No
1,Month-to-month,Yes,Mailed check,70.65,70.65,Fiber optic,No,No,0,Yes
39,Two year,No,Mailed check,20.15,826,No,No internet service,No internet service,0,No
12,Month-to-month,Yes,Electronic check,19.2,239,No,No internet service,No internet service,0,No
12,One year,Yes,Electronic check,59.8,727.8,DSL,Yes,No,0,Yes
72,One year,Yes,Electronic check,104.95,7544.3,Fiber optic,No,No,0,No
63,Month-to-month,Yes,Electronic check,103.5,6479.4,Fiber optic,No,No,1,No
44,Month-to-month,Yes,Credit card (automatic),84.8,3626.35,Fiber optic,No,Yes,0,No
18,Month-to-month,Yes,Bank transfer (automatic),95.05,1679.4,Fiber optic,Yes,No,0,No
9,Month-to-month,Yes,Bank transfer (automatic),44.2,403.35,DSL,No,No,0,Yes
13,Month-to-month,No,Mailed check,73.35,931.55,DSL,Yes,No,0,No
68,Two year,No,Bank transfer (automatic),64.1,4326.25,DSL,Yes,No,0,No
6,Month-to-month,Yes,Electronic check,44.4,263.05,DSL,No,No,1,No
2,Month-to-month,Yes,Mailed check,20.05,39.25,No,No internet service,No internet service,0,No
55,One year,No,Credit card (automatic),60,3316.1,DSL,No,Yes,1,No
1,Month-to-month,Yes,Electronic check,75.75,75.75,Fiber optic,No,No,1,Yes
38,Month-to-month,Yes,Credit card (automatic),69.5,2625.25,Fiber optic,No,No,0,No
67,Month-to-month,Yes,Credit card (automatic),102.95,6886.25,Fiber optic,No,Yes,0,Yes
19,Month-to-month,Yes,Bank transfer (automatic),78.7,1495.1,Fiber optic,No,No,0,No
12,One year,No,Electronic check,60.65,743.3,DSL,Yes,No,0,No
72,Two year,Yes,Bank transfer (automatic),21.15,1419.4,No,No internet service,No internet service,0,No
24,One year,Yes,Mailed check,84.8,1990.5,DSL,Yes,Yes,0,No
72,One year,Yes,Credit card (automatic),103.2,7362.9,Fiber optic,No,No,0,No
11,Month-to-month,Yes,Electronic check,29.6,346.45,DSL,No,Yes,0,No
4,Month-to-month,Yes,Mailed check,74.4,306.6,Fiber optic,No,No,1,Yes
66,Two year,Yes,Bank transfer (automatic),105.65,6844.5,Fiber optic,Yes,Yes,0,No