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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
120,560	65	38	27	4	30	901	1	1	false	true	false	true	false	true	false	false	116,853
75,092	20	22	23	6	2	307	3	1	true	false	false	true	false	false	true	false	73,290
337,216	41	38	4	2	17	889.07	15	0	true	false	false	false	true	true	false	false	330,101
159,445	58	37	18	0	22	887	9	1	true	false	false	false	true	true	false	false	154,634
95,656	43	11	6	0	3	714	29	1	true	false	true	false	false	false	false	true	92,981
259,076	38	41	15	2	10	133.12	29	1	true	false	true	false	false	false	true	false	251,968
306,858	37	38	3	3	4	692.16	3	0	true	false	false	false	true	true	false	false	299,744
15,296	35	12	26	6	28	746	8	1	false	true	true	false	false	false	false	true	15,287
161,983	42	24	24	9	18	896	21	1	true	false	false	false	true	false	false	true	157,172
192,204	20	6	25	10	21	167	16	1	false	true	false	true	false	false	true	false	187,393
79,836	27	2	16	9	9	505	17	1	false	true	false	true	false	false	true	false	77,866
62,218	27	50	12	9	0	438	3	1	true	false	true	false	false	false	true	false	60,945
205,746	34	54	10	0	26	560.85	3	1	false	true	false	true	false	true	false	false	200,872
337,157	49	42	25	3	5	743.83	25	0	false	true	false	true	false	false	false	true	330,042
170,995	46	35	1	2	17	572	15	0	false	true	true	false	false	false	false	true	166,184
219,966	41	15	5	1	28	870.33	28	1	true	false	false	false	true	false	false	true	214,519
80,303	43	44	24	4	8	405	15	1	true	false	false	false	true	false	true	false	78,314
113,704	54	42	28	2	27	126	19	1	true	false	false	false	true	false	true	false	110,288
322,321	33	20	22	3	4	574.44	29	0	false	true	false	false	true	true	false	false	315,206
216,794	54	29	7	9	29	348.91	18	1	false	true	false	false	true	false	true	false	211,488
429,645	30	51	13	0	10	592.15	16	0	false	true	false	true	false	false	false	true	422,530
80,092	20	9	6	4	14	136	29	1	false	true	true	false	false	false	false	true	78,114
86,868	43	21	11	8	12	885	28	1	false	true	false	false	true	false	false	true	84,585
366,830	19	17	26	1	20	955.72	24	0	false	true	false	false	true	true	false	false	359,715
447,375	26	25	10	1	3	667.19	15	0	false	true	true	false	false	true	false	false	440,260
288,470	35	17	19	2	8	673.74	25	0	false	true	true	false	false	false	false	true	281,356
48,713	44	40	17	6	9	586	28	1	true	false	false	false	true	false	true	false	48,014
187,295	57	7	9	9	12	334	12	1	false	true	true	false	false	false	true	false	182,484
288,670	29	28	25	1	6	669.4	20	0	false	true	false	true	false	false	false	true	281,556
392,695	37	8	8	1	16	998.65	12	0	true	false	false	false	true	true	false	false	385,580
267,883	18	54	8	1	3	758.64	7	0	false	true	true	false	false	false	false	true	260,769
448,376	30	14	27	0	1	535.46	8	0	true	false	false	true	false	true	false	false	440,638
203,234	40	28	3	1	1	703	6	0	true	false	true	false	false	false	false	true	198,423
63,303	64	42	16	9	13	495	21	1	false	true	true	false	false	false	true	false	61,975
258,917	26	48	12	3	27	326	29	1	false	true	false	false	true	true	false	false	251,813
51,266	20	16	3	3	15	814	1	1	false	true	false	true	false	false	false	true	50,448
278,490	46	49	27	4	1	508.75	13	0	true	false	true	false	false	true	false	false	271,376
275,835	40	51	18	0	20	804.21	2	0	true	false	false	false	true	false	false	true	268,721
241,338	38	39	27	4	4	333.29	9	1	true	false	false	false	true	false	false	true	235,000
37,966	47	44	8	7	22	364	11	1	false	true	false	false	true	true	false	false	37,692
215,302	64	37	1	1	7	747.14	9	1	true	false	false	true	false	true	false	false	210,058
149,897	59	43	17	1	12	122	19	1	false	true	true	false	false	false	true	false	145,086
365,803	36	50	8	0	18	886.27	30	0	false	true	false	false	true	true	false	false	358,688
137,988	57	45	27	7	25	620	26	1	false	true	true	false	false	false	true	false	133,571
298,944	38	38	5	2	8	633.28	2	0	false	true	false	false	true	false	false	true	291,830
318,940	50	3	6	5	20	974.7	20	0	false	true	false	true	false	false	false	true	311,825
116,470	60	32	24	2	4	367	26	1	false	true	true	false	false	false	false	true	112,940
65,523	56	7	27	10	19	348	27	1	true	false	false	true	false	false	true	false	64,110
421,807	24	49	3	1	11	500.87	19	0	false	true	false	true	false	true	false	false	414,692
318,331	47	53	29	0	9	671.91	26	0	false	true	false	true	false	true	false	false	311,216
85,358	24	7	23	3	8	997	5	1	false	true	true	false	false	false	true	false	83,139
414,702	50	2	8	2	15	793.16	10	0	false	true	false	false	true	false	false	true	407,587
290,025	45	5	9	1	8	782.87	29	0	false	true	false	true	false	false	false	true	282,911
88,686	21	16	2	7	13	669	11	1	true	false	true	false	false	false	true	false	86,330
241,821	20	52	27	0	17	212.93	2	1	false	true	false	false	true	true	false	false	235,467
83,579	60	11	15	2	5	722	8	1	false	true	true	false	false	false	true	false	81,443
33,152	46	59	2	10	29	101	28	1	true	false	false	false	true	true	false	false	33,101
310,401	23	24	18	1	8	741.39	24	0	false	true	true	false	false	false	false	true	303,287
291,836	27	17	16	1	15	973.79	1	0	true	false	false	true	false	false	false	true	284,722
322,002	48	51	26	0	12	752.24	12	0	true	false	true	false	false	true	false	false	314,887
30,831	57	47	10	7	30	833	9	1	true	false	false	false	true	false	true	false	30,822
240,461	27	60	21	10	25	378.87	28	1	true	false	true	false	false	true	false	false	234,160
309,846	40	19	29	4	11	860.64	20	0	false	true	true	false	false	true	false	false	302,732
301,556	23	25	24	2	19	701.58	25	0	false	true	false	true	false	false	false	true	294,442
117,607	18	17	14	7	9	698	9	1	false	true	true	false	false	true	false	false	114,030
272,865	21	30	25	1	8	630.66	25	0	false	true	false	false	true	true	false	false	265,751
189,406	19	31	10	10	14	220	5	1	true	false	false	true	false	false	true	false	184,595
236,164	32	33	23	3	18	382.65	19	1	false	true	true	false	false	false	false	true	230,052
307,979	23	55	15	1	4	718.34	3	0	false	true	false	true	false	true	false	false	300,865
138,903	51	36	9	3	27	520	7	1	true	false	false	true	false	false	false	true	134,447
153,404	20	5	2	1	8	888	20	1	true	false	false	false	true	false	true	false	148,593
161,208	50	41	14	1	10	807	13	0	false	true	true	false	false	true	false	false	156,397
269,696	23	16	24	1	4	922.72	7	0	true	false	false	true	false	false	false	true	262,582
235,973	26	54	9	7	23	250.92	5	1	true	false	false	true	false	true	false	false	229,868
446,938	43	44	13	2	20	829.18	23	0	false	true	true	false	false	true	false	false	439,823
35,098	63	19	16	10	0	537	4	1	false	true	true	false	false	true	false	false	34,957
339,598	20	54	4	2	10	822.02	14	0	false	true	false	true	false	true	false	false	332,483
141,298	43	48	15	1	30	394	25	1	true	false	true	false	false	true	false	false	136,740
157,996	19	50	27	3	26	406	27	1	false	true	true	false	false	false	false	true	153,185
135,306	64	21	3	0	7	366	27	1	true	false	true	false	false	false	true	false	131,009
134,257	42	47	10	2	3	137	24	1	true	false	false	false	true	false	false	true	129,997
77,284	60	35	17	1	4	462	1	1	false	true	true	false	false	false	true	false	75,400

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