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pppereira3
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HW4_CLASSIFICATION_mnar_mean_imputed

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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
164,130	50	34	19.563819	5	30	572	8	0	1	0	0	1	0	0	1	1
207,560	44.655918	49	15	9	24	133.53	18	0	1	1	0	0	0	0	1	1
358,282	44.655918	29	16	2	8	785.68	27	0	1	0	0	1	0	0	1	0
180,582	42	21	19.563819	10	18	803	10	1	0	1	0	0	0	1	0	1
241,165	44.655918	35	11	5	24	265.58	15	0	1	1	0	0	0	1	0	1
300,862	50	51	22	1	5	583.62	12	1	0	0	0	1	1	0	0	0
310,854	30	48	19.563819	2	12	509.66	5	0	1	0	0	1	0	0	1	0
443,849	44	48	25	3	13	753.93	22	0	1	0	1	0	1	0	0	0
444,745	47	44	19.563819	2	19	941.03	29	0	1	0	0	1	0	0	1	0
365,916	44.655918	45	25	1	4	660.48	7	0	1	1	0	0	0	0	1	0
338,354	36	38.877802	20	1	16	928.48	25	0	1	0	1	0	0	0	1	0
132,410	40	18	23	7	9	806	29	1	0	0	0	1	1	0	0	1
124,845	44.655918	51	11	9	8	857	4	1	0	0	0	1	0	1	0	1
215,303	50	51	27	9	16	344.28	12	0	1	1	0	0	1	0	0	1
404,675	32	34	18	4.681441	9	880.39	24	0	1	0	0	1	1	0	0	0
74,326	44	38.877802	23	10	12	953	20	1	0	0	1	0	1	0	0	1
165,270	44.655918	47	18	3	22	109	21	1	0	1	0	0	0	0	1	1
109,989	48	59	16	7	29	435	12	1	0	1	0	0	0	1	0	1
399,789	50	34	27	5	3	885.17	8	0	1	0	0	1	0	0	1	0
99,678	39	38	19	3	4	420	20	1	0	0	0	1	0	1	0	1
411,358	47	38.877802	10	2	18	885.61	16	0	1	1	0	0	0	0	1	0
415,248	31	59	19.563819	2	1	539.13	3	1	0	0	1	0	0	0	1	0
184,638	62	49	30	3	30	466	21	1	0	0	1	0	1	0	0	1
404,922	31	38.877802	19.563819	4.681441	15	668.77	10	0	1	0	1	0	0	0	1	0
273,984	33	51	16	1	1	926.44	11	1	0	0	0	1	0	0	1	0
97,938	44.655918	41	17	6	3	901	23	0	1	1	0	0	0	1	0	1
401,318	37	38.877802	23	1	0	875.45	12	0	1	0	1	0	1	0	0	0
91,910	44.655918	46	19.563819	10	27	862	18	1	0	0	0	1	0	1	0	1
304,873	33	57	14	4.681441	5	537.1	9	1	0	0	0	1	1	0	0	0
43,603	42	38	19.563819	8	26	258	30	1	0	0	1	0	1	0	0	1
265,600	44	60	27	4	18	514.16	14	0	1	0	0	1	1	0	0	0
414,291	43	22	20	2	0	653.04	9	0	1	1	0	0	0	0	1	0
350,653	37	24	28	4.681441	16	676.6	4	1	0	0	1	0	1	0	0	0
391,938	39	51	14	3	14	914.17	19	0	1	1	0	0	1	0	0	0
75,423	36	38.877802	27	2	27	432	2	1	0	1	0	0	1	0	0	1
330,045	39	43	19.563819	3	6	581.57	19	0	1	0	0	1	1	0	0	0
45,790	64	20	16	8	15	910	5	0	1	0	1	0	0	1	0	1
2,685	37	35	30	6	22	168	13	1	0	0	0	1	0	1	0	1
170,139	45	58	9	6	4	995	28	0	1	0	0	1	1	0	0	1
202,350	44.655918	29	22	1	26	806	1	1	0	1	0	0	1	0	0	1
223,661	48	57	21	1	22	566.76	15	0	1	0	0	1	1	0	0	1
20,300	34	38.877802	19.563819	10	7	486	26	0	1	0	1	0	0	0	1	1
138,156	38	35	19.563819	10	14	310	3	0	1	1	0	0	0	0	1	1
395,634	45	48	9	1	10	769.76	10	0	1	0	0	1	1	0	0	0
8,568	33	59	14	1	29	135	23	0	1	0	1	0	0	0	1	1
1,756	45	49	21	5	22	249	24	1	0	1	0	0	0	1	0	1
87,558	55	24	16	8	8	529	25	0	1	0	0	1	0	1	0	1
153,916	34	38.877802	25	7	24	653	17	1	0	1	0	0	0	0	1	1
417,829	44.655918	27	21	4.681441	12	701.2	5	1	0	0	0	1	1	0	0	0
262,600	44.655918	30	11	1	13	904.92	4	0	1	0	1	0	0	0	1	0
53,550	45	30	29	9	2	823	29	1	0	0	1	0	0	0	1	1
353,150	44.655918	27	19.563819	2	13	860.21	29	0	1	0	0	1	1	0	0	0
55,897	44.655918	38.877802	29	4.681441	27	885	3	1	0	0	1	0	1	0	0	1
70,951	44.655918	59	17	7	20	600	17	1	0	1	0	0	0	0	1	1
108,704	44.655918	38.877802	30	7	0	200	3	1	0	0	0	1	1	0	0	1
352,311	40	38	10	4	18	601.04	19	0	1	0	0	1	1	0	0	0
202,611	62	29	19.563819	2	7	192	15	0	1	0	0	1	0	1	0	1
150,023	64	20	18	9	25	309	2	1	0	1	0	0	0	1	0	1
258,692	64	41	25	8	7	284.3	18	1	0	1	0	0	0	0	1	1
292,825	44.655918	38.877802	20	2	17	661.2	2	1	0	0	0	1	0	0	1	0
332,939	44	38.877802	19.563819	4	2	874.13	17	0	1	1	0	0	0	0	1	0
304,224	49	25	16	2	17	841.21	21	0	1	1	0	0	0	0	1	0
15,353	41	38.877802	27	1	2	216	18	1	0	0	1	0	1	0	0	1
2,300	54	45	25	1	8	775	4	0	1	0	0	1	1	0	0	1
242,228	44.655918	48	19.563819	10	29	327.32	4	1	0	1	0	0	0	0	1	1
323,605	44.655918	56	19.563819	2	19	933.65	25	0	1	0	0	1	1	0	0	0
131,159	44	38.877802	12	2	28	568	2	0	1	1	0	0	1	0	0	1
390,574	43	38.877802	20	4.681441	17	773.25	4	0	1	0	1	0	1	0	0	0
173,496	30	47	19.563819	1	12	146	27	1	0	1	0	0	1	0	0	1
157,310	54	55	9	4	12	420	20	0	1	0	1	0	0	0	1	1
357,303	38	43	27	3	3	550.69	24	0	1	0	0	1	0	0	1	0
432,810	50	44	18	4	8	725.61	7	0	1	1	0	0	0	0	1	0
111,674	31	35	13	1	4	503	18	0	1	1	0	0	0	1	0	1
441,356	48	38.877802	15	4.681441	20	867.35	14	0	1	0	0	1	1	0	0	0
43,386	44.655918	38.877802	26	8	22	346	24	1	0	0	1	0	1	0	0	1
409,101	43	52	15	2	2	516.84	8	0	1	0	0	1	1	0	0	0
319,867	44.655918	25	11	2	6	736.66	3	1	0	0	0	1	0	0	1	0
350,282	44.655918	60	19	2	13	715.8	10	0	1	1	0	0	0	0	1	0
90,658	42	59	15	6	23	531	27	0	1	1	0	0	0	1	0	1
27,007	44.655918	35	11	6	8	244	16	1	0	0	0	1	0	0	1	1
17,500	36	28	26	10	7	534	25	1	0	1	0	0	1	0	0	1
210,070	61	31	11	9	8	517.77	19	0	1	0	1	0	0	1	0	1
243,311	44.655918	57	18	6	5	647.07	18	0	1	0	0	1	0	1	0	1
146,185	32	17	23	4	22	216	3	0	1	0	0	1	0	1	0	1
43,159	50	35	9	7	5	627	25	0	1	0	0	1	0	0	1	1
213,421	39	38.877802	19	8	22	463.52	27	1	0	0	0	1	1	0	0	1
119,980	61	20	15	7	6	600	13	1	0	1	0	0	1	0	0	1
374,113	48	38.877802	21	3	2	519.56	3	0	1	0	1	0	0	0	1	0
433,740	44.655918	51	19.563819	2	10	680.63	23	0	1	0	0	1	0	0	1	0
56,818	37	46	19.563819	8	9	289	27	0	1	0	0	1	1	0	0	1
251,444	43	60	9	8	22	127.08	10	0	1	1	0	0	0	1	0	1
140,505	44.655918	52	24	4.681441	28	716	3	1	0	0	1	0	0	1	0	1
34,284	59	38.877802	19.563819	3	17	265	26	1	0	1	0	0	1	0	0	1
43,687	49	55	25	3	18	197	7	1	0	1	0	0	0	0	1	1
349,835	37	50	10	1	0	843.01	19	0	1	0	1	0	0	0	1	0
241,007	59	49	14	8	2	850.93	24	0	1	1	0	0	1	0	0	1
117,483	37	52	9	5	14	447	13	0	1	0	1	0	0	1	0	1
54,824	39	34	29	10	9	565	10	1	0	0	0	1	1	0	0	1
11,050	57	38.877802	22	10	19	867	21	1	0	0	0	1	0	0	1	1
299,352	30	60	19.563819	2	17	738.46	5	0	1	0	0	1	1	0	0	0

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