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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
164,130	50	34	2	5	30	572	8	1	false	true	false	false	true	false	false	true	159,319
207,560	19	49	15	9	24	133.53	18	1	false	true	true	false	false	false	false	true	202,612
358,282	29	29	16	2	8	785.68	27	0	false	true	false	false	true	false	false	true	351,167
180,582	42	21	4	10	18	803	10	1	true	false	true	false	false	false	true	false	175,771
241,165	24	35	11	5	24	265.58	15	1	false	true	true	false	false	false	true	false	234,833
300,862	50	51	22	1	5	583.62	12	0	true	false	false	false	true	true	false	false	293,748
310,854	30	48	1	2	12	509.66	5	0	false	true	false	false	true	false	false	true	303,740
443,849	44	48	25	3	13	753.93	22	0	false	true	false	true	false	true	false	false	436,734
444,745	47	44	8	2	19	941.03	29	0	false	true	false	false	true	false	false	true	437,630
365,916	19	45	25	1	4	660.48	7	0	false	true	true	false	false	false	false	true	358,801
338,354	36	4	20	1	16	928.48	25	0	false	true	false	true	false	false	false	true	331,239
132,410	40	18	23	7	9	806	29	1	true	false	false	false	true	true	false	false	128,237
124,845	28	51	11	9	8	857	4	1	true	false	false	false	true	false	true	false	120,976
215,303	50	51	27	9	16	344.28	12	1	false	true	true	false	false	true	false	false	210,059
404,675	32	34	18	0	9	880.39	24	0	false	true	false	false	true	true	false	false	397,560
74,326	44	11	23	10	12	953	20	1	true	false	false	true	false	true	false	false	72,550
165,270	29	47	18	3	22	109	21	1	true	false	true	false	false	false	false	true	160,459
109,989	48	59	16	7	29	435	12	1	true	false	true	false	false	false	true	false	106,733
399,789	50	34	27	5	3	885.17	8	0	false	true	false	false	true	false	false	true	392,674
99,678	39	38	19	3	4	420	20	1	true	false	false	false	true	false	true	false	96,830
411,358	47	9	10	2	18	885.61	16	0	false	true	true	false	false	false	false	true	404,243
415,248	31	59	1	2	1	539.13	3	0	true	false	false	true	false	false	false	true	408,133
184,638	62	49	30	3	30	466	21	1	true	false	false	true	false	true	false	false	179,827
404,922	31	11	5	0	15	668.77	10	0	false	true	false	true	false	false	false	true	397,807
273,984	33	51	16	1	1	926.44	11	0	true	false	false	false	true	false	false	true	266,870
97,938	28	41	17	6	3	901	23	1	false	true	true	false	false	false	true	false	95,165
401,318	37	10	23	1	0	875.45	12	0	false	true	false	true	false	true	false	false	394,203
91,910	20	46	7	10	27	862	18	1	true	false	false	false	true	false	true	false	89,402
304,873	33	57	14	0	5	537.1	9	0	true	false	false	false	true	true	false	false	297,759
43,603	42	38	2	8	26	258	30	1	true	false	false	true	false	true	false	false	43,114
265,600	44	60	27	4	18	514.16	14	0	false	true	false	false	true	true	false	false	258,486
414,291	43	22	20	2	0	653.04	9	0	false	true	true	false	false	false	false	true	407,176
350,653	37	24	28	0	16	676.6	4	0	true	false	false	true	false	true	false	false	343,538
391,938	39	51	14	3	14	914.17	19	0	false	true	true	false	false	true	false	false	384,823
75,423	36	2	27	2	27	432	2	1	true	false	true	false	false	true	false	false	73,610
330,045	39	43	5	3	6	581.57	19	0	false	true	false	false	true	true	false	false	322,930
45,790	64	20	16	8	15	910	5	1	false	true	false	true	false	false	true	false	45,204
2,685	37	35	30	6	22	168	13	1	true	false	false	false	true	false	true	false	2,676
170,139	45	58	9	6	4	995	28	1	false	true	false	false	true	true	false	false	165,328
202,350	29	29	22	1	26	806	1	1	true	false	true	false	false	true	false	false	197,539
223,661	48	57	21	1	22	566.76	15	1	false	true	false	false	true	true	false	false	218,050
20,300	34	16	1	10	7	486	26	1	false	true	false	true	false	false	false	true	20,291
138,156	38	35	5	10	14	310	3	1	false	true	true	false	false	false	false	true	133,736
395,634	45	48	9	1	10	769.76	10	0	false	true	false	false	true	true	false	false	388,519
8,568	33	59	14	1	29	135	23	1	false	true	false	true	false	false	false	true	8,559
1,756	45	49	21	5	22	249	24	1	true	false	true	false	false	false	true	false	1,747
87,558	55	24	16	8	8	529	25	1	false	true	false	false	true	false	true	false	85,243
153,916	34	4	25	7	24	653	17	1	true	false	true	false	false	false	false	true	149,105
417,829	24	27	21	0	12	701.2	5	0	true	false	false	false	true	true	false	false	410,714
262,600	18	30	11	1	13	904.92	4	0	false	true	false	true	false	false	false	true	255,486
53,550	45	30	29	9	2	823	29	1	true	false	false	true	false	false	false	true	52,639
353,150	20	27	3	2	13	860.21	29	0	false	true	false	false	true	true	false	false	346,035
55,897	29	3	29	0	27	885	3	1	true	false	false	true	false	true	false	false	54,901
70,951	19	59	17	7	20	600	17	1	true	false	true	false	false	false	false	true	69,320
108,704	20	13	30	7	0	200	3	1	true	false	false	false	true	true	false	false	105,501
352,311	40	38	10	4	18	601.04	19	0	false	true	false	false	true	true	false	false	345,196
202,611	62	29	5	2	7	192	15	1	false	true	false	false	true	false	true	false	197,800
150,023	64	20	18	9	25	309	2	1	true	false	true	false	false	false	true	false	145,212
258,692	64	41	25	8	7	284.3	18	1	true	false	true	false	false	false	false	true	251,595
292,825	20	10	20	2	17	661.2	2	0	true	false	false	false	true	false	false	true	285,711
332,939	44	9	2	4	2	874.13	17	0	false	true	true	false	false	false	false	true	325,824
304,224	49	25	16	2	17	841.21	21	0	false	true	true	false	false	false	false	true	297,110
15,353	41	16	27	1	2	216	18	1	true	false	false	true	false	true	false	false	15,344
2,300	54	45	25	1	8	775	4	1	false	true	false	false	true	true	false	false	2,291
242,228	29	48	8	10	29	327.32	4	1	true	false	true	false	false	false	false	true	235,858
323,605	20	56	5	2	19	933.65	25	0	false	true	false	false	true	true	false	false	316,490
131,159	44	13	12	2	28	568	2	1	false	true	true	false	false	true	false	false	127,046
390,574	43	2	20	0	17	773.25	4	0	false	true	false	true	false	true	false	false	383,459
173,496	30	47	8	1	12	146	27	1	true	false	true	false	false	true	false	false	168,685
157,310	54	55	9	4	12	420	20	1	false	true	false	true	false	false	false	true	152,499
357,303	38	43	27	3	3	550.69	24	0	false	true	false	false	true	false	false	true	350,188
432,810	50	44	18	4	8	725.61	7	0	false	true	true	false	false	false	false	true	425,695
111,674	31	35	13	1	4	503	18	1	false	true	true	false	false	false	true	false	108,330
441,356	48	5	15	0	20	867.35	14	0	false	true	false	false	true	true	false	false	434,241
43,386	24	7	26	8	22	346	24	1	true	false	false	true	false	true	false	false	42,907
409,101	43	52	15	2	2	516.84	8	0	false	true	false	false	true	true	false	false	401,986
319,867	20	25	11	2	6	736.66	3	0	true	false	false	false	true	false	false	true	312,752
350,282	23	60	19	2	13	715.8	10	0	false	true	true	false	false	false	false	true	343,167
90,658	42	59	15	6	23	531	27	1	false	true	true	false	false	false	true	false	88,205
27,007	28	35	11	6	8	244	16	1	true	false	false	false	true	false	false	true	26,998
17,500	36	28	26	10	7	534	25	1	true	false	true	false	false	true	false	false	17,491
210,070	61	31	11	9	8	517.77	19	1	false	true	false	true	false	false	true	false	205,021
243,311	27	57	18	6	5	647.07	18	1	false	true	false	false	true	false	true	false	236,892
146,185	32	17	23	4	22	216	3	1	false	true	false	false	true	false	true	false	141,421
43,159	50	35	9	7	5	627	25	1	false	true	false	false	true	false	false	true	42,686
213,421	39	1	19	8	22	463.52	27	1	true	false	false	false	true	true	false	false	208,251
119,980	61	20	15	7	6	600	13	1	true	false	true	false	false	true	false	false	116,300
374,113	48	15	21	3	2	519.56	3	0	false	true	false	true	false	false	false	true	366,998
433,740	21	51	3	2	10	680.63	23	0	false	true	false	false	true	false	false	true	426,625
56,818	37	46	8	8	9	289	27	1	false	true	false	false	true	true	false	false	55,779
251,444	43	60	9	8	22	127.08	10	1	false	true	true	false	false	false	true	false	244,642
140,505	28	52	24	0	28	716	3	1	true	false	false	true	false	false	true	false	135,983
34,284	59	12	5	3	17	265	26	1	true	false	true	false	false	true	false	false	34,180
43,687	49	55	25	3	18	197	7	1	true	false	true	false	false	false	false	true	43,194
349,835	37	50	10	1	0	843.01	19	0	false	true	false	true	false	false	false	true	342,720
241,007	59	49	14	8	2	850.93	24	1	false	true	true	false	false	true	false	false	234,682
117,483	37	52	9	5	14	447	13	1	false	true	false	true	false	false	true	false	113,910
54,824	39	34	29	10	9	565	10	1	true	false	false	false	true	true	false	false	53,860
11,050	57	1	22	10	19	867	21	1	true	false	false	false	true	false	false	true	11,041
299,352	30	60	5	2	17	738.46	5	0	false	true	false	false	true	true	false	false	292,238

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