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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
105,886	33	38.835482	12	6	12	879	17	0	1	0	1	0	1	0	0	1
320,625	49	38.903053	29	4	15	567.24	21	0	1	0	0	1	0	0	1	0
341,389	47	24	15	4	12	687.03	17	0	1	1	0	0	0	0	1	0
83,367	48	55	28	6	27	644	22	1	0	1	0	0	1	0	0	1
319,250	41	39.318129	16	1	15	876.73	9	1	0	1	0	0	1	0	0	0
221,796	37	39.118592	10	9	5	155.34	7	0	1	1	0	0	1	0	0	1
189,061	40	38.872148	23	6	0	920	7	1	0	0	1	0	1	0	0	1
118,721	37	57	17	2	29	783	15	0	1	0	1	0	0	0	1	1
260,692	62	40	19.595431	7	15	188.34	13	1	0	1	0	0	0	0	1	1
22,533	51	29	19.545353	2	6	415	1	0	1	0	1	0	0	0	1	1
254,591	54	58	9	3	7	622.15	15	0	1	0	0	1	0	0	1	1
82,867	63	21	19.624945	10	1	561	18	1	0	0	1	0	0	0	1	1
328,939	40	39.130149	26	4	12	503.91	17	0	1	0	1	0	0	0	1	0
3,151	53	47	15	6.941057	15	813	15	1	0	0	1	0	0	1	0	1
405,707	39	52	24	3	9	583.41	15	0	1	0	0	1	1	0	0	0
178,928	31	38.895344	19.533495	6	26	453	5	1	0	0	0	1	0	1	0	1
290,167	31	31	30	3.258475	2	883.13	15	1	0	0	1	0	1	0	0	0
311,961	42	29	18	3.417082	3	657.2	8	1	0	0	1	0	1	0	0	0
431,618	49	25	19.703411	4	20	970.48	28	0	1	1	0	0	1	0	0	0
435,917	34	36	24	3	11	698.41	27	0	1	1	0	0	1	0	0	0
416,551	50	46	22	2	13	902.33	11	1	0	0	1	0	1	0	0	0
243,662	43	37	17	4.330161	25	867.2	24	1	0	0	1	0	1	0	0	1
80,782	52	38.384732	22	5	2	863	3	0	1	1	0	0	1	0	0	1
355,289	41.906804	38	30	3.022599	5	581.69	18	0	1	0	1	0	0	0	1	0
243,986	58	39	11	9	0	465.45	30	0	1	1	0	0	0	1	0	1
447,273	48	50	28	2	15	649.72	26	0	1	1	0	0	0	0	1	0
187,810	44	39	19	7	11	333	10	1	0	1	0	0	0	0	1	1
126,332	46.341181	39	12	3	27	764	21	1	0	0	0	1	0	0	1	1
136,604	39	38.671361	19.522255	4	12	777	29	0	1	0	0	1	0	0	1	1
24,209	40	38.504895	11	4	7	778	19	1	0	0	0	1	1	0	0	1
57,147	56	27	19.558139	1	30	917	30	1	0	0	1	0	0	0	1	1
302,122	42.11781	39.036188	29	2	11	811.02	11	0	1	1	0	0	0	0	1	0
204,324	35	38.945615	19.550826	4	6	439.05	21	0	1	0	0	1	0	0	1	1
187,431	58	57	28	3	19	433	22	0	1	0	0	1	1	0	0	1
361,907	35	39.429834	23	2	9	580.34	2	1	0	0	1	0	0	0	1	0
115,267	47.36271	23	19.598457	8	23	836	5	1	0	0	1	0	0	0	1	1
165,920	38	36	20	7	9	170	20	0	1	0	0	1	1	0	0	1
33,973	48.729016	53	13	6	28	357	7	0	1	0	0	1	1	0	0	1
446,598	49	38	19.650504	1	7	529.74	2	0	1	0	0	1	0	0	1	0
439,744	32	60	25	1.873542	6	701.05	6	0	1	0	0	1	1	0	0	0
36,000	38	38.475764	17	4	1	287	6	1	0	1	0	0	1	0	0	1
319,699	42.242446	23	23	3.170586	12	999.43	13	0	1	0	1	0	1	0	0	0
35,381	37	19	19.591509	3	18	364	27	1	0	0	0	1	1	0	0	1
360,653	30	56	19.506816	3	0	890.48	17	0	1	0	0	1	1	0	0	0
25,641	36	38.303408	24	6.415257	10	754	29	1	0	0	0	1	0	1	0	1
376,763	36	39	13	2.606263	10	648.01	5	0	1	0	1	0	0	0	1	0
395,424	41.130614	49	19.569934	2.712226	10	587.18	1	1	0	0	1	0	1	0	0	0
386,784	38	50	20	1	12	965.97	13	1	0	0	0	1	1	0	0	0
66,555	49	35	15	2	16	201	8	0	1	0	0	1	1	0	0	1
89,965	37	34	19.519502	1	25	813	14	0	1	0	0	1	0	1	0	1
292,889	40	30	28	3.529274	13	899.54	8	1	0	0	1	0	0	0	1	0
15,609	45	52	19.427941	2	4	153	10	0	1	0	1	0	0	0	1	1
282,391	32	39.147298	25	2	14	912.81	27	0	1	1	0	0	1	0	0	0
278,211	39	38.978601	28	1	9	547.01	21	0	1	0	0	1	0	0	1	0
39,182	48.297604	27	16	1	7	330	24	0	1	0	1	0	0	1	0	1
431,428	49	59	11	1	19	870.25	5	1	0	1	0	0	0	0	1	0
330,525	35	31	30	3	10	862.74	6	1	0	0	1	0	1	0	0	0
415,906	47	47	18	2	10	725.78	18	0	1	0	0	1	0	0	1	0
111,391	49	38.239442	27	10	19	544	27	0	1	1	0	0	0	1	0	1
299,373	33	39.184162	28	3	13	659.67	1	1	0	1	0	0	1	0	0	0
73,321	48	21	19.602641	10	0	775	10	1	0	0	0	1	1	0	0	1
27,720	56	31	19.539582	6	0	720	10	0	1	1	0	0	0	1	0	1
263,385	42.695643	55	13	1	15	831.38	22	0	1	1	0	0	1	0	0	0
313,304	39	28	19.646205	3.681602	19	514.76	15	1	0	0	1	0	1	0	0	0
290,725	48	39.048877	19.584711	4	10	742.85	11	1	0	1	0	0	1	0	0	0
267,999	42.836625	49	19.518521	2	16	725.74	11	0	1	0	0	1	1	0	0	0
116,050	65	42	19.520171	10	14	972	29	0	1	1	0	0	0	1	0	1
62,626	49.351504	38.060265	27	8	29	144	12	1	0	1	0	0	0	0	1	1
40,806	47.369622	48	11	4	2	808	18	1	0	0	0	1	1	0	0	1
396,397	50	58	12	2	10	569.08	12	0	1	1	0	0	0	0	1	0
336,036	46	39.336568	10	3	4	671.13	30	0	1	0	0	1	1	0	0	0
120,654	47.408126	19	30	5	7	595	9	1	0	1	0	0	0	1	0	1
412,281	49	34	19.65334	2.42412	2	996.56	20	0	1	1	0	0	1	0	0	0
57,497	47.978855	38.296091	18	4	20	179	4	0	1	1	0	0	1	0	0	1
93,741	30	36	9	4	10	785	1	1	0	1	0	0	1	0	0	1
159,076	32	54	19.460254	4	21	113	28	1	0	0	1	0	0	0	1	1
183,510	32	38	16	7	16	771	30	0	1	0	0	1	0	1	0	1
409,705	37	39.429647	27	1	20	836.15	15	1	0	0	0	1	1	0	0	0
364,361	35	39.38828	25	3	8	843.83	19	0	1	0	0	1	0	0	1	0
291,992	35	39.269086	19.564595	2	19	910.09	7	0	1	0	0	1	1	0	0	0
394,523	36	27	12	1	0	986.25	11	0	1	0	0	1	1	0	0	0
383,147	33	39.566254	19.602598	2.534848	14	689.7	4	0	1	1	0	0	0	0	1	0
322,584	41.072571	39.341961	19.585306	1	2	820.2	1	0	1	0	0	1	1	0	0	0
377,358	40.422388	60	12	1	2	678.38	23	0	1	1	0	0	0	0	1	0
393,685	44	59	23	1	12	837.18	13	1	0	0	1	0	0	0	1	0
379,105	41.23699	42	19	2.729649	6	557.96	1	0	1	1	0	0	1	0	0	0
422,346	46	50	29	2	12	889.9	16	0	1	0	1	0	1	0	0	0
206,336	45	38.772682	22	6	6	654.06	19	0	1	1	0	0	0	1	0	1
312,674	41	30	16	2	3	906.51	9	1	0	1	0	0	0	0	1	0
65,715	33	38	27	9	19	383	11	1	0	0	1	0	0	1	0	1
143,256	46.855711	38	14	4	2	186	1	1	0	0	1	0	0	1	0	1
294,863	44	39.053548	22	3.596563	14	869.78	22	0	1	0	0	1	0	0	1	0
213,122	45.020811	58	25	5	23	375.56	7	0	1	0	1	0	1	0	0	1
259,579	60	35	24	3	9	107.65	20	0	1	0	1	0	0	0	1	1
405,933	45	39.501814	19.618538	4	4	945.31	9	0	1	0	0	1	1	0	0	0
231,717	40	31	15	7	20	931.05	15	0	1	0	1	0	0	1	0	1
384,271	40.812989	36	19.624992	2	17	772.04	17	0	1	0	0	1	0	0	1	0
58,550	41	38.233526	27	1	17	432	26	0	1	0	1	0	0	1	0	1
63,645	48.487271	43	18	8	3	279	15	1	0	0	1	0	1	0	0	1
9,609	56	51	19.43689	9	3	613	23	0	1	0	0	1	1	0	0	1

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