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train · 1k rows

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tenure int64 1 72	monthly_charges float64 20 120	total_charges float64 21.5 8k	churn int64 0 1	contract_One year bool 2 classes	contract_Two year bool 2 classes	internet_service_Fiber optic bool 2 classes	internet_service_No bool 2 classes
57	59.163014	7,574.170875	0	false	true	false	false
50	32.443756	4,490.254422	0	false	false	false	true
23	115.64157	6,010.821466	1	false	true	true	false
31	99.798932	4,472.686295	0	false	false	false	false
42	45.898265	4,429.058646	1	true	false	false	true
7	78.855423	771.332243	0	false	false	true	false
16	118.233052	2,762.432277	0	false	false	true	false
60	108.419898	2,273.798572	0	false	false	false	true
2	80.079845	3,138.012358	0	true	false	false	true
1	110.372397	6,390.786622	0	false	false	false	true
48	118.918491	2,988.02269	1	true	false	false	true
12	94.335282	3,624.540617	0	false	true	false	true
69	26.498641	3,191.103496	0	false	false	false	false
37	60.158024	765.395616	0	true	false	false	false
32	103.782574	3,539.755823	1	true	false	true	false
9	43.05692	1,580.961999	0	false	false	false	false
19	103.064252	1,510.0519	0	false	true	false	false
48	32.033876	770.408113	0	true	false	false	false
3	24.694536	2,866.234374	1	false	false	false	true
20	58.409061	6,064.705441	1	false	true	true	false
24	23.673194	2,226.004691	0	true	false	true	false
54	115.727026	2,512.545833	1	true	false	true	false
33	102.62057	5,148.543768	1	false	true	true	false
24	100.076969	1,582.809684	0	false	true	false	false
72	82.977792	7,177.724285	0	false	false	false	false
36	41.632402	4,171.120376	0	false	false	false	true
38	71.826037	3,591.871464	1	true	false	true	false
25	79.727407	4,471.405132	0	false	true	false	false
18	72.50315	1,344.953821	1	false	true	false	false
66	46.023337	4,915.515646	0	false	true	false	true
54	71.524792	2,917.543878	1	true	false	false	true
35	69.118634	7,179.547001	0	false	true	false	true
61	119.633578	1,367.456569	0	false	true	false	false
41	109.743615	4,066.267809	1	true	false	false	false
33	66.338075	4,792.938782	1	false	false	false	true
68	82.293738	286.401142	1	false	false	true	false
33	94.78716	2,922.271136	0	true	false	false	true
14	23.486516	5,866.429173	0	false	true	false	true
21	109.492144	6,566.612509	0	true	false	false	true
48	106.012682	2,519.032719	0	false	false	false	true
20	65.74321	6,392.774314	0	false	false	false	false
8	59.116977	7,742.691899	0	true	false	true	false
7	47.295937	6,857.85401	0	true	false	false	true
67	67.667683	958.799026	1	false	false	true	false
17	24.437666	5,923.04805	0	true	false	true	false
33	105.219353	2,570.941323	0	false	false	true	false
48	23.542237	7,907.559596	0	true	false	false	true
59	52.905137	3,893.164686	0	true	false	false	false
22	113.158949	997.022509	0	true	false	false	true
30	93.521265	5,806.980673	1	false	false	true	false
38	48.139096	2,597.629363	1	true	false	true	false
51	45.264909	7,976.683694	1	false	false	false	false
54	20.508214	7,838.664014	1	false	false	false	true
8	89.571429	5,255.949464	0	true	false	true	false
27	24.878358	1,056.015063	0	true	false	false	false
27	73.260252	5,501.150761	0	false	false	true	false
21	116.212197	762.383282	0	false	false	false	false
30	30.946886	254.32599	0	false	true	false	false
28	109.447993	6,587.208401	0	false	false	false	true
64	119.147534	1,693.828523	0	false	true	true	false
69	26.151703	3,044.636467	0	false	true	false	true
61	108.290627	7,788.189972	0	false	true	true	false
48	71.607902	2,707.987205	0	true	false	false	true
19	110.651372	2,385.988455	0	true	false	true	false
4	77.131894	7,347.299837	0	false	false	false	true
35	86.211201	903.772594	0	false	true	false	false
64	74.377891	6,081.467633	1	true	false	true	false
49	106.449288	7,904.763222	0	true	false	true	false
17	93.390992	7,212.342166	0	true	false	false	false
44	72.126031	5,220.309991	1	true	false	false	true
30	106.81608	2,526.205144	0	true	false	true	false
46	44.528553	2,049.48941	0	false	true	true	false
6	35.734066	6,557.655737	0	false	true	false	true
37	36.040011	7,040.978873	0	false	true	false	false
24	53.400888	4,212.970602	1	false	true	false	true
46	43.869003	1,969.832727	1	false	false	false	true
53	113.009035	921.286803	0	false	true	false	true
60	30.583409	715.692153	0	true	false	true	false
63	89.899074	5,758.23803	0	false	true	false	false
32	38.922154	3,372.547448	0	false	false	false	false
33	108.163713	7,244.771797	0	true	false	false	true
67	116.131529	5,922.57698	0	false	true	true	false
18	66.547001	1,546.258135	0	false	true	false	true
25	107.907148	4,917.943802	0	false	true	true	false
54	20.514517	3,495.333526	0	true	false	true	false
58	101.994692	4,626.452852	0	true	false	true	false
67	42.862516	5,909.791604	0	false	false	true	false
46	110.870131	6,453.44313	1	true	false	false	false
24	20.112011	6,753.023865	0	true	false	true	false
32	75.618174	2,046.719499	0	false	true	true	false
47	95.66358	268.302487	1	true	false	false	true
23	45.868833	5,919.571987	0	false	true	false	true
66	39.313286	868.622936	0	false	true	false	false
27	28.409822	2,533.058317	0	true	false	false	true
2	52.643358	50.46073	0	false	false	true	false
17	75.984431	5,459.72247	0	false	false	false	true
33	31.584386	1,353.713452	0	true	false	false	false
9	57.669536	5,249.153629	0	false	false	false	true
43	20.90724	7,934.106085	1	false	true	false	true
48	101.867942	599.913555	0	false	true	false	false

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