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train · 309k rows

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CustomerID float64 2 450k	Age float64 18 65	Tenure float64 1 60	Usage Frequency float64 1 30	Support Calls float64 0 10	Payment Delay float64 0 30	Total Spend float64 100 1k	Last Interaction float64 1 30	Churn float64 0 1	Gender_Female bool 2 classes	Gender_Male bool 2 classes	Subscription Type_Basic bool 2 classes	Subscription Type_Premium bool 2 classes	Subscription Type_Standard bool 2 classes	Contract Length_Annual bool 2 classes	Contract Length_Monthly bool 2 classes	Contract Length_Quarterly bool 2 classes	__index_level_0__ int64 0 441k
233,240	49	54	9	6	13	320.01	4	1	true	false	true	false	false	false	true	false	227,253
77,223	31	56	3	6	11	221	12	1	false	true	false	false	true	false	true	false	75,340
348,325	26	6	7	2	7	726.44	12	0	false	true	false	false	true	false	false	true	341,210
197,513	33	1	25	9	15	359	23	1	true	false	false	true	false	true	false	false	192,702
27,021	50	45	5	8	25	951	3	1	true	false	false	true	false	false	false	true	27,012
428,410	43	40	9	1	7	960.92	27	0	false	true	false	false	true	false	false	true	421,295
350,550	30	54	15	1	5	853.87	3	0	true	false	false	false	true	true	false	false	343,435
444,396	43	55	13	0	6	961.73	1	0	true	false	true	false	false	false	false	true	437,281
438,528	49	25	26	2	1	936.26	3	0	true	false	false	true	false	true	false	false	431,413
169,907	18	41	2	1	19	811	14	1	false	true	false	false	true	false	true	false	165,096
162,958	62	5	14	7	3	562	16	1	true	false	true	false	false	false	true	false	158,147
104,433	38	55	12	7	24	131	23	1	true	false	true	false	false	true	false	false	101,397
247,348	24	30	7	10	4	260.53	24	1	true	false	true	false	false	false	false	true	240,754
267,390	24	3	26	0	4	873.22	15	0	false	true	false	false	true	false	false	true	260,276
204,395	37	22	13	3	8	820.48	11	1	false	true	true	false	false	false	true	false	199,571
106,178	20	40	4	8	3	735	2	1	true	false	false	false	true	false	true	false	103,074
371,481	39	50	19	1	2	714.21	2	0	true	false	false	false	true	false	false	true	364,366
377,696	41	35	9	2	0	985.16	2	0	true	false	false	true	false	true	false	false	370,581
12,536	27	18	15	5	22	340	17	1	true	false	true	false	false	false	true	false	12,527
157,318	28	55	23	8	25	382	8	1	true	false	false	false	true	false	false	true	152,507
298,786	33	7	1	3	17	520.32	15	0	true	false	false	false	true	true	false	false	291,672
60,625	24	24	12	10	20	536	19	1	false	true	false	false	true	false	false	true	59,415
272,365	39	42	16	2	12	505.59	9	0	false	true	true	false	false	false	false	true	265,251
142,637	41	40	10	10	4	962	18	1	false	true	false	false	true	false	true	false	138,019
253,565	27	33	15	3	22	275.71	18	1	true	false	true	false	false	false	false	true	246,679
403,129	30	59	2	0	15	609.51	5	0	false	true	false	true	false	true	false	false	396,014
416,942	36	49	28	3	3	685.15	21	0	false	true	false	false	true	true	false	false	409,827
335,897	50	52	13	2	0	603.74	14	0	true	false	false	false	true	false	false	true	328,782
138,576	61	55	29	3	3	139	3	1	false	true	false	true	false	false	true	false	134,134
363,222	26	53	11	0	7	804.97	28	0	false	true	true	false	false	true	false	false	356,107
178,426	50	32	17	8	26	948	16	1	false	true	false	true	false	false	false	true	173,615
376,664	36	4	15	3	19	863.58	2	0	false	true	false	false	true	false	false	true	369,549
313,189	25	37	28	0	18	755.99	27	0	false	true	false	false	true	true	false	false	306,075
445,500	32	10	11	3	20	720.35	24	0	false	true	true	false	false	false	false	true	438,385
221,077	31	32	12	8	27	649.31	12	1	true	false	true	false	false	false	false	true	215,581
26,627	27	45	22	1	4	376	8	1	false	true	true	false	false	true	false	false	26,618
95,010	54	30	6	6	25	904	13	1	false	true	false	true	false	false	true	false	92,360
286,144	46	35	25	3	10	638.24	9	0	true	false	false	true	false	false	false	true	279,030
258,511	46	42	26	10	2	261.65	13	1	false	true	false	true	false	false	true	false	251,421
340,193	35	46	4	2	3	739.35	2	0	false	true	false	true	false	false	false	true	333,078
293,834	34	28	30	1	3	765.04	11	0	false	true	false	true	false	false	false	true	286,720
244,542	27	35	3	6	13	460.87	25	1	false	true	false	false	true	false	false	true	238,068
447,206	29	2	19	0	0	898.92	9	0	false	true	false	true	false	false	false	true	440,091
41,908	20	29	29	4	28	658	5	1	true	false	false	true	false	true	false	false	41,492
268,328	19	14	28	1	16	721.62	8	0	true	false	true	false	false	false	false	true	261,214
430,824	23	25	11	0	16	982.86	21	0	false	true	false	true	false	true	false	false	423,709
126,931	55	5	11	9	1	743	12	1	true	false	false	true	false	false	true	false	122,985
372,713	20	25	9	1	2	799.85	15	0	false	true	false	false	true	false	false	true	365,598
341,481	31	28	12	2	12	580.07	2	0	false	true	false	false	true	false	false	true	334,366
409,556	44	1	13	0	18	630.34	24	0	false	true	false	true	false	true	false	false	402,441
273,530	34	53	6	0	2	578.15	6	0	false	true	false	false	true	true	false	false	266,416
333,203	40	39	26	2	17	804.44	12	0	false	true	false	true	false	false	false	true	326,088
386,925	27	56	18	0	15	940.66	26	0	false	true	false	true	false	true	false	false	379,810
250,783	47	21	15	3	21	453.9	10	1	false	true	false	true	false	false	false	true	244,020
162,100	60	53	10	1	19	355	28	1	true	false	false	false	true	true	false	false	157,289
107,843	57	50	17	6	3	149	12	1	false	true	false	true	false	true	false	false	104,669
316,513	23	19	12	1	8	739.71	15	0	false	true	true	false	false	false	false	true	309,398
127,420	41	45	30	0	4	491	25	1	true	false	false	false	true	false	true	false	123,455
45,990	22	28	9	10	24	926	6	1	false	true	false	true	false	true	false	false	45,398
289,436	26	44	27	2	18	776.72	4	0	true	false	true	false	false	true	false	false	282,322
124,389	44	36	21	10	15	387	27	1	true	false	false	false	true	false	true	false	120,533
338,782	30	6	15	0	9	930.97	2	0	true	false	false	true	false	false	false	true	331,667
371,500	50	30	4	3	1	731.37	15	0	false	true	false	false	true	true	false	false	364,385
165,632	59	8	18	4	25	176	28	1	false	true	false	true	false	false	true	false	160,821
121,201	37	23	13	9	21	957	6	1	false	true	false	false	true	false	true	false	117,466
243,230	25	33	23	8	16	374.53	6	1	false	true	false	false	true	true	false	false	236,812
231,443	37	44	6	9	7	215.49	17	1	false	true	false	true	false	false	false	true	225,519
251,693	62	36	15	1	16	184.59	14	1	true	false	false	true	false	false	true	false	244,880
169,995	39	58	15	8	18	529	1	1	true	false	true	false	false	true	false	false	165,184
244,884	23	28	26	10	17	525	2	1	true	false	false	true	false	false	true	false	238,393
83,704	19	46	7	10	6	854	24	1	true	false	false	false	true	false	true	false	81,563
207,976	36	38	7	5	12	216.01	4	1	true	false	false	false	true	false	true	false	203,009
4,477	58	36	9	9	21	165	22	1	true	false	false	true	false	false	true	false	4,468
412,657	26	36	6	1	18	837.16	10	0	false	true	false	true	false	true	false	false	405,542
403,780	40	11	27	3	0	979.25	3	0	false	true	true	false	false	true	false	false	396,665
320,302	44	19	29	4	17	870.29	17	0	false	true	false	false	true	true	false	false	313,187
328,015	41	53	12	1	1	879.77	10	0	true	false	false	false	true	false	false	true	320,900
322,643	42	43	10	1	0	786.36	20	0	false	true	false	false	true	true	false	false	315,528
207,838	62	7	1	8	22	625.35	20	1	true	false	true	false	false	true	false	false	202,880
194,700	55	4	9	6	18	405	18	1	true	false	true	false	false	false	true	false	189,889
127,483	62	10	25	5	18	274	19	1	false	true	true	false	false	false	true	false	123,513
407,270	20	8	24	0	17	657.51	22	0	false	true	false	true	false	false	false	true	400,155
388,849	28	14	22	1	5	741.15	11	0	false	true	false	false	true	true	false	false	381,734
234,605	32	50	26	3	16	966.44	28	1	true	false	false	true	false	false	false	true	228,559
259,656	47	15	13	7	14	706.75	29	1	true	false	true	false	false	true	false	false	252,542
399,103	26	54	22	2	14	832.4	7	0	true	false	true	false	false	false	false	true	391,988
446,875	41	27	24	4	19	688.15	1	0	false	true	true	false	false	true	false	false	439,760
5,247	41	1	15	3	22	895	5	1	false	true	true	false	false	false	true	false	5,238
123,961	33	37	16	8	10	117	9	1	true	false	false	false	true	true	false	false	120,126
441,998	38	50	8	0	2	934.46	4	0	true	false	false	false	true	true	false	false	434,883
69,263	59	56	3	6	21	270	2	1	false	true	false	false	true	false	true	false	67,708
358,639	40	52	10	3	7	971.46	10	0	false	true	true	false	false	true	false	false	351,524
153,153	36	18	3	6	19	361	18	1	false	true	false	false	true	false	true	false	148,342
326,921	27	25	16	2	17	949.44	11	0	false	true	false	true	false	false	false	true	319,806
21,327	24	17	21	2	29	448	4	1	false	true	false	false	true	true	false	false	21,318
197,229	37	28	27	1	3	652	23	0	false	true	false	true	false	false	false	true	192,418
89,338	59	17	15	1	18	591	9	1	true	false	false	true	false	false	false	true	86,948
323,342	50	46	1	4	4	602.81	30	0	false	true	true	false	false	true	false	false	316,227
283,620	44	53	5	2	17	643.61	4	0	false	true	false	false	true	true	false	false	276,506
64,545	36	38	16	4	27	668	1	1	false	true	false	true	false	false	true	false	63,162

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