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train · 309k rows

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CustomerID float64 2 450k	Age float64 29 65	Tenure float64 16 60	Usage Frequency float64 9 30	Support Calls float64 1 10	Payment Delay float64 0 30	Total Spend float64 100 1k	Last Interaction float64 1 30	Gender_Female float64 0 1	Gender_Male float64 0 1	Subscription Type_Basic float64 0 1	Subscription Type_Premium float64 0 1	Subscription Type_Standard float64 0 1	Contract Length_Annual float64 0 1	Contract Length_Monthly float64 0 1	Contract Length_Quarterly float64 0 1	target float64 0 1
304,643	41.94145	39.207239	20	1	8	757.86	9	1	0	0	0	1	1	0	0	0
118,040	62	38.171563	23	2	18	248	12	1	0	1	0	0	0	0	1	1
250,945	46	23	14	10	3	217.69	18	1	0	0	1	0	1	0	0	1
74,159	32	26	29	5.731735	8	410	26	1	0	1	0	0	1	0	0	1
99,099	64	27	14	6.497401	9	476	15	1	0	1	0	0	0	1	0	1
315,501	41.31713	39.315661	18	1	8	899.44	4	0	1	0	1	0	1	0	0	0
259,028	45.853767	26	18	9	4	247.8	2	1	0	1	0	0	0	1	0	1
63,883	58	38.180716	16	10	24	563	11	0	1	0	0	1	1	0	0	1
199,679	38	30	9	4.250715	6	620	7	0	1	0	1	0	0	0	1	0
428,266	39.953176	22	23	1	3	518.75	26	0	1	0	0	1	0	0	1	0
260,538	34	19	29	8	30	861.65	24	1	0	0	1	0	0	0	1	1
317,713	42.241536	19	29	2	15	666.51	15	0	1	0	1	0	1	0	0	0
94,879	51	41	19.516178	5	4	344	9	0	1	1	0	0	0	1	0	1
421,911	40.910892	46	27	2.625797	19	584.16	4	1	0	0	0	1	1	0	0	0
334,848	41.69742	29	24	2	14	949.19	28	0	1	1	0	0	0	0	1	0
115,635	45	45	12	5.642	0	120	21	1	0	0	1	0	1	0	0	1
403,981	31	36	11	1	15	685.75	20	0	1	0	0	1	0	0	1	0
165,951	57	40	22	5.928401	26	237	14	0	1	0	0	1	0	1	0	1
329,661	43	32	19.622154	1	11	927.41	1	0	1	0	0	1	0	0	1	0
337,444	50	39.140475	19.60831	1	4	511.06	20	0	1	1	0	0	0	0	1	0
208,468	32	39.076187	14	7	12	696.54	24	1	0	1	0	0	1	0	0	1
249,677	37	39.050832	19.554354	5	18	994.77	24	1	0	1	0	0	1	0	0	1
301,837	32	25	19.650954	3	7	598.53	26	0	1	1	0	0	0	0	1	0
192,065	41	38.806784	15	2	15	261	30	0	1	1	0	0	0	1	0	1
273,066	34	39.297801	19.555693	1	8	982.11	1	0	1	1	0	0	1	0	0	0
328,571	38	35	21	3.143592	0	531.15	20	0	1	0	1	0	0	0	1	0
213,780	62	56	21	2	18	193.88	6	1	0	1	0	0	1	0	0	1
52,980	31	38.399458	28	2	29	749	12	0	1	0	0	1	1	0	0	1
117,012	48	38	15	6	28	363	6	1	0	0	1	0	1	0	0	1
27,207	48.800487	52	19.416515	6	17	981	15	0	1	1	0	0	0	1	0	1
314,771	36	39.191678	23	3	8	591.74	29	0	1	0	0	1	1	0	0	0
203,964	52	39	12	10	9	145	14	1	0	0	0	1	0	1	0	1
75,146	41	39	30	6.076662	28	321	3	1	0	0	0	1	1	0	0	1
2,715	51	50	14	5	28	296	22	0	1	1	0	0	1	0	0	1
184,221	56	45	14	4	17	862	3	1	0	0	1	0	0	0	1	1
368,737	41.049499	30	19	2	15	916.72	25	0	1	0	1	0	0	0	1	0
89,464	41	24	17	2	8	666	19	1	0	0	1	0	0	1	0	1
203,716	32	41	23	2	13	872	27	0	1	1	0	0	0	0	1	0
430,919	45	38	19.640363	3	20	515.9	2	1	0	0	0	1	0	0	1	0
37,914	64	46	27	2	2	169	22	1	0	0	1	0	1	0	0	1
174,063	54	55	27	9	6	219	30	0	1	0	1	0	1	0	0	1
109,171	37	20	19.607576	7	27	625	19	0	1	0	1	0	1	0	0	1
269,486	43.41461	44	21	3.833374	16	894.55	24	0	1	0	1	0	1	0	0	0
92,464	48.643412	55	20	10	10	121	27	0	1	1	0	0	1	0	0	1
104,089	48.437535	21	19.621224	6.37096	17	195	19	1	0	0	0	1	0	1	0	1
221,647	65	43	26	2	15	972.59	30	1	0	0	1	0	0	1	0	1
342,798	37	19	20	2.892268	7	728.48	7	0	1	0	1	0	1	0	0	0
77,292	35	35	22	8	11	359	28	1	0	1	0	0	0	0	1	1
94,978	47.497688	54	21	5.974466	22	231	16	0	1	1	0	0	0	0	1	1
303,851	48	39.086767	19.591331	4	10	640.54	9	0	1	0	1	0	0	0	1	0
156,657	52	57	19.465114	7	2	172	13	0	1	0	0	1	1	0	0	1
376,802	37	39.403072	24	2	19	710.52	4	0	1	0	1	0	0	0	1	0
289,512	42.610552	30	30	1	16	599.58	15	0	1	0	1	0	0	0	1	0
256,025	36	22	19.647946	1	21	537.25	8	0	1	1	0	0	1	0	0	1
69,920	34	47	30	1	5	136	14	1	0	1	0	0	0	0	1	1
338,981	48	57	25	2	14	504.77	6	1	0	0	0	1	1	0	0	0
223,345	63	38.49672	22	5	14	239.41	12	0	1	0	0	1	1	0	0	1
16,235	48.602046	33	25	5	5	483	29	0	1	0	1	0	1	0	0	1
435,011	34	26	24	3	14	646.71	10	1	0	0	1	0	0	0	1	0
200,543	64	32	27	1	18	405	23	0	1	0	1	0	0	0	1	1
256,312	44.826138	38.889502	19.578054	6	30	231.46	1	0	1	1	0	0	1	0	0	1
40,499	47	23	27	10	24	664	8	1	0	0	1	0	0	0	1	1
374,377	31	33	30	2	10	674.41	15	1	0	0	0	1	0	0	1	0
198,481	56	38.80261	11	5	2	662	12	0	1	1	0	0	0	1	0	1
288,215	47	55	29	2	20	696.54	18	0	1	0	0	1	1	0	0	0
2,166	49.712461	37.969581	20	4	25	148	27	1	0	1	0	0	0	0	1	1
280,590	50	28	13	4	14	539.96	20	0	1	1	0	0	0	0	1	0
177,337	51	38.598237	19.547279	8	24	758	13	0	1	0	0	1	0	0	1	1
54,032	47.257996	54	30	1	28	586	6	1	0	1	0	0	1	0	0	1
175,647	62	38.308461	26	4	14	177	9	0	1	0	0	1	1	0	0	1
85,771	38	38.392545	29	5	7	127	2	1	0	0	1	0	1	0	0	1
48,282	47.733632	44	19.478784	2	13	281	14	1	0	0	1	0	0	0	1	1
277,168	40	44	30	3.883258	16	532.01	15	0	1	1	0	0	1	0	0	0
262,804	41	41	20	1	12	906.95	5	0	1	1	0	0	1	0	0	0
61,848	65	44	14	7	11	799	18	1	0	0	0	1	1	0	0	1
61,468	47.88474	46	30	9	13	958	10	0	1	0	0	1	1	0	0	1
129,775	58	38.196263	28	2	28	569	10	0	1	1	0	0	1	0	0	1
199,890	38	51	30	8	11	342	16	0	1	1	0	0	1	0	0	1
271,907	41	55	21	3.970831	18	584.98	25	0	1	0	0	1	0	0	1	0
320,061	47	39.138629	21	3	0	594.75	15	1	0	0	1	0	0	0	1	0
332,261	40	46	19.556661	3.216084	12	761.06	7	1	0	0	1	0	0	0	1	0
223,288	62	29	9	6	1	294.64	26	0	1	1	0	0	0	0	1	1
290,555	38	20	23	3.737212	14	592.61	27	0	1	1	0	0	1	0	0	0
56,689	44	45	27	6.420431	7	265	25	0	1	0	0	1	0	1	0	1
170,022	48	25	26	3	17	184	6	0	1	0	1	0	1	0	0	1
401,845	48	39.493665	12	1	16	993.87	24	0	1	0	0	1	0	0	1	0
332,580	41.283853	39.373801	14	1	2	749.41	25	0	1	0	0	1	1	0	0	0
251,789	44.511164	18	16	2	17	157.55	29	1	0	0	1	0	1	0	0	1
167,736	40	52	19.461669	4	19	820	8	1	0	1	0	0	0	0	1	0
36,330	30	38.477347	19.476741	9	29	790	14	0	1	0	0	1	1	0	0	1
219,270	49	29	18	6	20	881.81	19	0	1	1	0	0	1	0	0	1
64,122	32	53	24	1	16	491	20	1	0	1	0	0	0	0	1	1
187,264	46.283389	51	19.487527	4	29	393	8	0	1	1	0	0	0	1	0	1
150,056	43	36	11	4	19	754	8	1	0	1	0	0	0	1	0	1
107,449	36	49	26	4	10	751	5	0	1	0	0	1	1	0	0	1
288,278	33	31	25	1	17	544.4	30	0	1	0	0	1	0	0	1	0
81,664	33	38.463998	30	6	14	739	9	1	0	0	1	0	0	0	1	1
443,462	41	39.747557	16	1.984998	4	924.32	2	1	0	0	1	0	0	0	1	0
957	32	29	13	1	6	330	19	0	1	0	1	0	0	0	1	1
338,273	40	60	26	2	4	858.92	1	1	0	0	0	1	1	0	0	0

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