Datasets:

jason1966
/

abdullah0a_telecom-customer-churn-insights-for-analysis

CustomerID int64 1 1k	Age int64 12 83	Gender stringclasses 2 values	Tenure int64 0 122	MonthlyCharges float64 30 120	ContractType stringclasses 3 values	InternetService stringclasses 2 values	TotalCharges float64 0 12.4k	TechSupport stringclasses 2 values	Churn stringclasses 2 values
1	49	Male	4	88.35	Month-to-Month	Fiber Optic	353.4	Yes	Yes
2	43	Male	0	36.67	Month-to-Month	Fiber Optic	0	Yes	Yes
3	51	Female	2	63.79	Month-to-Month	Fiber Optic	127.58	No	Yes
4	60	Female	8	102.34	One-Year	DSL	818.72	Yes	Yes
5	42	Male	32	69.01	Month-to-Month	null	2,208.32	No	Yes
6	42	Female	16	119.75	Two-Year	DSL	1,916	Yes	Yes
7	60	Male	14	80.32	One-Year	null	1,124.48	No	Yes
8	52	Female	6	58.9	One-Year	null	353.4	No	Yes
9	40	Female	53	49.81	Two-Year	Fiber Optic	2,639.93	Yes	No
10	50	Female	10	61.55	Month-to-Month	Fiber Optic	615.5	Yes	Yes
11	40	Female	1	63.53	Month-to-Month	Fiber Optic	63.53	Yes	Yes
12	40	Female	19	36.18	One-Year	Fiber Optic	687.42	Yes	No
13	47	Male	2	63.26	Two-Year	null	126.52	No	Yes
14	25	Female	8	71.78	One-Year	null	574.24	No	Yes
15	27	Male	14	95.05	Month-to-Month	Fiber Optic	1,330.7	Yes	Yes
16	39	Female	41	89.11	Two-Year	Fiber Optic	3,653.51	Yes	No
17	34	Female	13	93.79	Month-to-Month	null	1,219.27	No	Yes
18	48	Female	24	30.75	Two-Year	null	738	No	Yes
19	35	Male	98	49.59	Two-Year	Fiber Optic	4,859.82	Yes	No
20	30	Female	2	89.55	Month-to-Month	Fiber Optic	179.1	No	Yes
21	59	Female	6	73.56	One-Year	DSL	441.36	No	Yes
22	42	Female	10	30.48	Month-to-Month	null	304.8	No	Yes
23	45	Male	10	102.4	Month-to-Month	DSL	1,024	Yes	Yes
24	30	Male	10	99.55	One-Year	Fiber Optic	995.5	Yes	Yes
25	39	Male	47	79.36	One-Year	DSL	3,729.92	Yes	No
26	46	Male	25	35.98	Two-Year	DSL	899.5	Yes	No
27	33	Female	18	98.99	One-Year	Fiber Optic	1,781.82	Yes	No
28	48	Male	7	82.53	Month-to-Month	null	577.71	No	Yes
29	38	Female	34	100.38	Two-Year	DSL	3,412.92	Yes	Yes
30	42	Male	62	97.66	Two-Year	Fiber Optic	6,054.92	Yes	No
31	38	Male	34	102.27	Month-to-Month	DSL	3,477.18	No	Yes
32	63	Female	0	76.62	Two-Year	DSL	0	Yes	Yes
33	44	Female	20	42.63	Month-to-Month	Fiber Optic	852.6	Yes	Yes
34	34	Female	1	90.4	Two-Year	Fiber Optic	90.4	Yes	Yes
35	53	Female	5	85.84	Month-to-Month	DSL	429.2	Yes	Yes
36	32	Female	1	96.8	Month-to-Month	Fiber Optic	96.8	No	Yes
37	47	Male	18	45.29	Month-to-Month	DSL	815.22	Yes	Yes
38	25	Female	23	47.55	One-Year	Fiber Optic	1,093.65	Yes	No
39	31	Female	2	110.14	Month-to-Month	null	220.28	No	Yes
40	46	Female	9	97.5	Month-to-Month	null	877.5	No	Yes
41	52	Male	12	111.74	One-Year	Fiber Optic	1,340.88	Yes	Yes
42	46	Female	9	98.28	Two-Year	Fiber Optic	884.52	Yes	Yes
43	43	Male	2	83.74	Month-to-Month	null	167.48	No	Yes
44	41	Male	10	88.87	Month-to-Month	DSL	888.7	Yes	Yes
45	30	Male	27	110.02	Month-to-Month	null	2,970.54	No	Yes
46	37	Male	1	82.09	Month-to-Month	null	82.09	No	Yes
47	40	Female	1	86.92	Two-Year	DSL	86.92	Yes	Yes
48	55	Female	8	44.08	Two-Year	DSL	352.64	No	Yes
49	48	Female	56	72.65	One-Year	null	4,068.4	No	Yes
50	27	Male	22	94.48	Month-to-Month	Fiber Optic	2,078.56	Yes	Yes
51	48	Male	22	54.38	One-Year	DSL	1,196.36	Yes	No
52	41	Male	8	48.2	One-Year	DSL	385.6	No	Yes
53	38	Female	18	58.24	Two-Year	Fiber Optic	1,048.32	Yes	No
54	51	Male	0	51.74	One-Year	Fiber Optic	0	No	Yes
55	55	Female	20	49.34	One-Year	null	986.8	No	Yes
56	54	Female	48	68.24	One-Year	null	3,275.52	No	Yes
57	36	Male	18	111.71	Month-to-Month	DSL	2,010.78	Yes	Yes
58	41	Female	41	75.64	Two-Year	Fiber Optic	3,101.24	Yes	No
59	48	Female	25	46.91	One-Year	Fiber Optic	1,172.75	No	Yes
60	54	Female	2	36.93	One-Year	Fiber Optic	73.86	No	Yes
61	40	Female	46	92.65	Month-to-Month	DSL	4,261.9	Yes	Yes
62	43	Male	1	64.45	One-Year	null	64.45	No	Yes
63	33	Male	15	103.96	One-Year	null	1,559.4	No	Yes
64	33	Female	3	89.36	Month-to-Month	Fiber Optic	268.08	Yes	Yes
65	53	Female	0	101.66	Month-to-Month	Fiber Optic	0	Yes	Yes
66	58	Male	10	54.48	One-Year	DSL	544.8	Yes	Yes
67	44	Female	6	92.31	One-Year	Fiber Optic	553.86	Yes	Yes
68	55	Female	13	53.77	One-Year	Fiber Optic	699.01	Yes	No
69	48	Female	17	114.52	Month-to-Month	Fiber Optic	1,946.84	Yes	Yes
70	38	Male	0	87.27	One-Year	null	0	No	Yes
71	48	Female	2	59.21	Month-to-Month	Fiber Optic	118.42	Yes	Yes
72	60	Female	16	54.26	Month-to-Month	Fiber Optic	868.16	Yes	Yes
73	44	Male	8	47.18	Month-to-Month	null	377.44	No	Yes
74	60	Male	26	92.52	Month-to-Month	DSL	2,405.52	No	Yes
75	18	Female	21	49.68	Month-to-Month	Fiber Optic	1,043.28	Yes	Yes
76	53	Male	37	83.58	Month-to-Month	Fiber Optic	3,092.46	Yes	Yes
77	45	Female	23	53.82	Month-to-Month	Fiber Optic	1,237.86	No	Yes
78	42	Female	11	89.58	Month-to-Month	null	985.38	No	Yes
79	45	Male	22	103.34	One-Year	Fiber Optic	2,273.48	Yes	Yes
80	25	Female	6	100.02	Month-to-Month	null	600.12	No	Yes
81	42	Male	7	98.48	Month-to-Month	Fiber Optic	689.36	No	Yes
82	48	Female	31	46.9	Two-Year	Fiber Optic	1,453.9	No	Yes
83	59	Male	11	37.95	Month-to-Month	null	417.45	No	Yes
84	39	Female	32	92.91	One-Year	DSL	2,973.12	No	Yes
85	36	Male	34	63.15	Month-to-Month	DSL	2,147.1	Yes	Yes
86	39	Male	38	68.91	Month-to-Month	Fiber Optic	2,618.58	Yes	Yes
87	54	Female	49	32.8	One-Year	DSL	1,607.2	Yes	No
88	48	Male	11	53.36	One-Year	DSL	586.96	Yes	Yes
89	39	Female	7	33.03	Two-Year	Fiber Optic	231.21	Yes	Yes
90	50	Male	17	109.13	One-Year	Fiber Optic	1,855.21	Yes	Yes
91	45	Female	9	51.91	Two-Year	Fiber Optic	467.19	Yes	Yes
92	54	Male	18	80.16	Month-to-Month	null	1,442.88	No	Yes
93	37	Female	24	33.51	Month-to-Month	Fiber Optic	804.24	Yes	Yes
94	41	Male	23	90.02	Month-to-Month	null	2,070.46	No	Yes
95	41	Male	9	59.07	Month-to-Month	DSL	531.63	Yes	Yes
96	30	Male	3	110.81	One-Year	Fiber Optic	332.43	Yes	Yes
97	47	Male	11	109.93	One-Year	null	1,209.23	No	Yes
98	47	Female	3	59.28	Month-to-Month	Fiber Optic	177.84	Yes	Yes
99	45	Male	44	111.09	Two-Year	null	4,887.96	No	Yes
100	42	Female	8	119.65	Two-Year	Fiber Optic	957.2	Yes	Yes

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Customer Churn Prediction:Analysis

Detailed Metrics for Customer Churn Prediction in the Telecom Industry

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Source: Kaggle
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customer_churn_data.csv

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