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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
339,914	33	39.537214	15	3	12	811.96	5	0	1	0	0	1	1	0	0	0
132,516	63	48	9	7	24	822	7	1	0	0	0	1	1	0	0	1
109,601	53	45	24	5	7	329	10	0	1	0	1	0	0	0	1	1
91,308	33	41	15	4	30	778	8	1	0	0	0	1	1	0	0	1
291,152	44	22	20	1	13	546.52	6	1	0	1	0	0	1	0	0	0
407,897	40.929968	39.485897	18	2.571231	15	787.61	24	0	1	0	0	1	1	0	0	0
140,236	63	38.279435	19.55596	1	7	352	30	0	1	1	0	0	1	0	0	1
283,627	43.316759	24	23	3.700198	0	602.59	28	0	1	0	1	0	0	0	1	0
424,270	36	22	13	1	16	517.92	1	0	1	1	0	0	0	0	1	0
265,527	49	39.039249	14	4	5	720.18	21	0	1	0	0	1	1	0	0	0
304,742	44	42	26	1	2	589.42	21	0	1	0	0	1	0	0	1	0
3,534	49.056015	38.110309	19.494058	6	12	394	12	0	1	0	1	0	1	0	0	1
88,351	41	50	17	8	3	948	3	1	0	0	1	0	0	0	1	1
449	50.3037	37.967606	27	9	11	616	14	0	1	0	1	0	0	1	0	1
310,088	48	28	20	4	17	957.26	21	0	1	1	0	0	1	0	0	0
49,497	42	36	16	10	8	182	19	0	1	0	0	1	0	0	1	1
231,854	45.13234	29	12	4	14	747.71	22	1	0	0	0	1	0	1	0	1
336,189	47	38	26	3	5	959.93	7	0	1	0	0	1	1	0	0	0
376,398	39	17	20	2.76228	16	925.88	26	0	1	0	0	1	0	0	1	0
271,159	41	31	13	3	6	761.87	14	1	0	0	1	0	1	0	0	0
14,761	59	38.104759	9	5	19	464	26	1	0	1	0	0	0	0	1	1
427,408	40	48	28	4	5	625.07	10	0	1	0	1	0	1	0	0	0
82,384	33	50	10	10	17	210	7	0	1	0	0	1	0	0	1	1
148,991	55	48	19.499723	5.974827	17	490	27	1	0	0	0	1	0	1	0	1
175,668	59	38.287575	26	9	23	592	28	0	1	0	0	1	0	1	0	1
335,246	41.334151	39.243534	24	1	4	537.01	7	0	1	0	0	1	0	0	1	0
90,050	46	25	29	9	6	876	13	1	0	0	0	1	0	1	0	1
138,943	44	55	19	10	21	773	1	0	1	0	1	0	1	0	0	1
68,629	32	33	28	8	29	601	9	1	0	1	0	0	0	1	0	1
395,479	49	25	14	3	16	506.86	10	0	1	0	0	1	0	0	1	0
278,172	47	21	23	1	12	823.6	15	0	1	0	1	0	0	0	1	0
300,085	30	49	19.516567	3	7	934.49	7	1	0	0	0	1	1	0	0	0
74,345	48.101185	24	23	6	19	403	2	1	0	1	0	0	0	0	1	1
77,022	41	38.605742	10	5	26	617	7	1	0	1	0	0	0	1	0	1
373,210	40.650006	39.44854	20	1	3	655.21	7	1	0	0	0	1	0	0	1	0
304,805	42	28	11	3.127993	0	969.35	9	0	1	0	0	1	1	0	0	0
299,339	38	42	14	1	19	878.77	20	0	1	0	0	1	1	0	0	0
359,477	37	40	13	1	13	736.09	23	0	1	0	0	1	1	0	0	0
279,765	47	41	19.57232	2	16	599.55	27	0	1	0	1	0	1	0	0	0
30,052	34	28	20	6.039527	8	376	3	1	0	1	0	0	1	0	0	1
277,384	30	48	19.510899	1	11	880.81	2	0	1	1	0	0	0	0	1	0
214,563	44.347438	38.968682	13	4	15	977.73	19	1	0	0	1	0	0	0	1	1
245,043	45.082065	25	22	7	4	869.52	13	1	0	0	1	0	0	1	0	1
64,922	41	35	26	9	18	953	30	0	1	0	1	0	0	0	1	1
29,020	33	38.6194	12	2	6	265	1	0	1	1	0	0	0	1	0	1
29,642	54	37.890899	30	9	21	337	11	1	0	1	0	0	0	0	1	1
57,578	65	38.106644	15	1	12	715	28	0	1	1	0	0	1	0	0	1
371,039	40.765982	60	25	2	14	860.86	3	1	0	1	0	0	1	0	0	0
46,181	51	38.238163	21	2	5	855	24	1	0	0	0	1	0	1	0	1
112,092	46.052687	57	24	1	17	555	20	1	0	0	0	1	1	0	0	1
264,951	44	39.030335	19.573736	2	11	550.32	8	0	1	1	0	0	0	0	1	0
225,951	59	53	16	6	28	519.45	24	0	1	0	0	1	0	1	0	1
64,321	62	17	14	3	16	880	14	1	0	0	0	1	0	1	0	1
218,370	39	30	19.609027	4.730542	23	156.67	23	0	1	0	1	0	0	0	1	1
51,601	47	39	19.508273	5	22	204	27	1	0	1	0	0	0	0	1	1
350,855	41.558399	60	23	2	14	518.9	5	1	0	0	1	0	1	0	0	0
330,108	41.115617	59	23	1	5	748.39	9	0	1	0	1	0	0	0	1	0
84,542	43	53	16	7	4	408	5	1	0	1	0	0	0	0	1	1
232,599	60	59	16	6	17	995.28	7	0	1	0	0	1	0	0	1	1
110,642	48.618758	53	12	10	17	751	23	1	0	0	0	1	0	1	0	1
41,277	62	19	24	3	30	560	2	1	0	0	0	1	0	1	0	1
356,632	44	43	26	4	15	828.58	4	0	1	0	1	0	1	0	0	0
260,833	35	55	19.483364	3.812173	13	679.43	22	0	1	1	0	0	1	0	0	0
317,978	42	39.076599	27	2	7	745.46	26	0	1	1	0	0	0	0	1	0
315,844	47	52	26	3	13	525.5	17	0	1	1	0	0	1	0	0	0
381,176	44	39.564947	9	2	19	714.86	1	1	0	0	0	1	1	0	0	0
247,621	45.981727	38.823972	22	8	16	428.51	13	1	0	0	1	0	0	1	0	1
242,791	40	52	19.48892	4	11	926.64	9	1	0	1	0	0	0	1	0	1
13,148	32	56	19	2	30	993	18	1	0	0	1	0	1	0	0	1
289,330	41	54	27	3.78109	17	648.52	26	0	1	0	0	1	1	0	0	0
328,230	42.102906	39.067909	30	2	9	555.33	12	1	0	1	0	0	0	0	1	0
68,806	46.676092	38.599915	12	5	5	910	2	0	1	0	0	1	0	0	1	1
418,751	39.692046	39.574752	19.614774	1	17	876.62	10	0	1	0	0	1	1	0	0	0
222,721	45.36076	23	22	8	3	981.76	11	0	1	1	0	0	0	1	0	1
434,632	40.604325	37	13	2.438179	15	678.11	9	1	0	1	0	0	1	0	0	0
119,051	60	34	18	9	5	683	5	1	0	1	0	0	1	0	0	1
43,053	48.324569	38.252574	16	3	24	217	10	1	0	0	0	1	1	0	0	1
299,176	33	26	16	3	16	733.92	30	0	1	1	0	0	1	0	0	0
169,649	52	38.558151	15	2	26	136	17	0	1	0	1	0	0	0	1	1
124,642	34	51	25	8	12	834	1	1	0	0	1	0	1	0	0	1
117,343	48	38.340576	24	7	11	123	18	0	1	0	1	0	0	1	0	1
136,933	42	20	19.621416	5	7	760	15	0	1	0	1	0	1	0	0	1
68,569	42	17	23	3	10	393	15	1	0	1	0	0	0	0	1	1
235,755	50	38.68503	25	1	24	385.85	11	0	1	1	0	0	0	0	1	1
391,011	32	45	28	1	12	714	2	1	0	0	1	0	0	0	1	0
97,308	47.578967	20	19.616288	7	17	511	9	0	1	0	1	0	1	0	0	1
381,867	37	25	26	2	13	647.52	6	0	1	0	0	1	0	0	1	0
41,316	35	50	11	10	14	729	15	1	0	1	0	0	0	1	0	1
246,802	38	50	19.514762	1	5	180.25	3	0	1	0	0	1	0	0	1	1
397,447	40.453683	40	20	2.309878	1	810.45	2	0	1	0	0	1	1	0	0	0
261,132	43.002391	39.045967	19.567542	2	16	660.56	3	0	1	0	0	1	1	0	0	0
392,189	39	51	19.560961	2.74505	7	522.89	26	0	1	1	0	0	0	0	1	0
168,238	36	40	23	1	22	738	4	0	1	0	0	1	0	1	0	1
391,699	41.035943	34	24	2	16	620.53	29	0	1	0	1	0	0	0	1	0
346,851	42.274467	39.127131	29	3.262902	20	740.97	6	1	0	0	1	0	0	0	1	0
415,761	39	39.487136	28	3	3	747.65	4	0	1	0	0	1	0	0	1	0
189,820	39	38.882463	16	7	5	399	19	1	0	0	1	0	1	0	0	1
1,670	58	37.906992	20	2	21	410	23	0	1	0	0	1	0	1	0	1
246,336	44.719056	51	15	4	24	192.07	25	0	1	1	0	0	1	0	0	1
71,831	54	39	20	6.462966	7	458	11	1	0	1	0	0	0	1	0	1

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