Datasets:

Hahad14
/

Credit_score

Unnamed: 0 int64 1 150k	SeriousDlqin2yrs int64 0 1	RevolvingUtilizationOfUnsecuredLines float64 0 50.7k	age int64 0 109	NumberOfTime30-59DaysPastDueNotWorse int64 0 98	DebtRatio float64 0 330k	MonthlyIncome float64 0 3.01M ⌀	NumberOfOpenCreditLinesAndLoans int64 0 58	NumberOfTimes90DaysLate int64 0 98	NumberRealEstateLoansOrLines int64 0 54	NumberOfTime60-89DaysPastDueNotWorse int64 0 98	NumberOfDependents float64 0 20 ⌀
1	1	0.766127	45	2	0.802982	9,120	13	0	6	0	2
2	0	0.957151	40	0	0.121876	2,600	4	0	0	0	1
3	0	0.65818	38	1	0.085113	3,042	2	1	0	0	0
4	0	0.23381	30	0	0.03605	3,300	5	0	0	0	0
5	0	0.907239	49	1	0.024926	63,588	7	0	1	0	0
6	0	0.213179	74	0	0.375607	3,500	3	0	1	0	1
7	0	0.305682	57	0	5,710	null	8	0	3	0	0
8	0	0.754464	39	0	0.20994	3,500	8	0	0	0	0
9	0	0.116951	27	0	46	null	2	0	0	0	null
10	0	0.189169	57	0	0.606291	23,684	9	0	4	0	2
11	0	0.644226	30	0	0.309476	2,500	5	0	0	0	0
12	0	0.018798	51	0	0.531529	6,501	7	0	2	0	2
13	0	0.010352	46	0	0.298354	12,454	13	0	2	0	2
14	1	0.964673	40	3	0.382965	13,700	9	3	1	1	2
15	0	0.019657	76	0	477	0	6	0	1	0	0
16	0	0.548458	64	0	0.209892	11,362	7	0	1	0	2
17	0	0.061086	78	0	2,058	null	10	0	2	0	0
18	0	0.166284	53	0	0.188274	8,800	7	0	0	0	0
19	0	0.221813	43	0	0.527888	3,280	7	0	1	0	2
20	0	0.602794	25	0	0.065868	333	2	0	0	0	0
21	0	0.200923	43	0	0.430046	12,300	10	0	2	0	0
22	1	0.025656	38	0	0.475841	3,000	7	0	1	0	2
23	0	1	39	0	0.241104	2,500	4	0	0	0	0
24	0	0.075427	32	0	0.085512	7,916	6	0	0	0	0
25	0	0.04656	58	0	0.241622	2,416	9	0	1	0	0
26	1	0.392248	50	0	1.595253	4,676	14	0	3	0	1
27	0	0.052436	58	0	0.097672	8,333	22	0	1	0	0
28	0	0.034421	69	0	0.042383	2,500	17	0	0	0	1
29	0	0.452516	24	0	0.011761	3,400	1	0	0	0	0
30	0	0.392995	58	2	0.436103	5,500	15	0	1	0	0
31	0	0.704074	28	1	0.155201	4,200	8	0	0	0	0
32	0	1	24	0	0.472703	750	1	0	0	0	0
33	0	0.083418	62	0	977	null	6	0	1	0	0
34	0	0.186869	57	0	0.313812	7,000	9	0	2	0	0
35	0	0.69333	42	2	0.257732	2,230	7	0	0	0	0
36	0	0	64	0	0.073539	11,000	9	0	1	0	0
37	0	0.881836	50	3	0.567858	4,000	9	0	1	0	1
38	0	1	75	1	0.134078	3,400	1	0	1	0	1
39	0	0.363636	26	0	0.00999	1,000	1	0	0	0	0
40	0	0.304491	52	0	0.80834	3,500	10	0	2	0	0
41	0	0.719985	41	1	0.539554	5,700	14	0	1	0	0
42	0	0.072898	81	0	75	null	7	0	0	0	0
43	0	0.469057	31	0	0.048211	9,250	4	0	0	0	1
44	0	0.718705	28	0	0.170126	3,661	4	0	0	0	1
45	0	0.368876	68	0	1,687.5	1	31	0	1	0	0
46	0	0.000603	70	0	0.177787	16,800	12	0	1	0	2
47	0	0.06144	62	0	0.011168	3,133	2	0	0	0	0
48	0	0.140111	31	0	0.68937	1,937	4	0	2	0	0
49	0	0.834048	38	0	0.393662	13,000	13	0	2	0	2
50	0	0.00008	70	0	0.25634	6,900	21	1	1	0	0
51	0	0.818978	73	0	3,095	0	9	0	1	1	0
52	1	0.72815	31	0	0.824725	3,000	10	0	2	0	1
53	0	1	62	0	0	null	1	0	0	0	0
54	0	0.028562	51	0	0.306381	5,750	5	0	1	0	0
55	0	0.992016	29	0	0.008065	2,231	1	0	0	0	0
56	0	0.070854	55	0	0.073148	13,793	4	0	1	0	0
57	0	0.454972	46	1	0.016922	13,000	10	0	0	0	1
58	0	0.4012	64	0	0.351259	3,216	4	0	1	0	0
59	0	0.541109	43	0	2,477	null	3	0	1	0	2
60	0	0.65557	35	0	0.26161	5,813	10	0	0	0	2
61	0	0.651603	58	0	0.241136	7,783	11	0	1	0	0
62	0	0.0274	69	0	0.008034	5,600	3	0	0	0	0
63	0	0.101156	72	0	1,720	null	12	0	2	0	0
64	0	0.009789	46	0	1.051398	3,326	6	0	2	0	2
65	0	0.337521	60	0	0.549878	4,500	10	0	2	0	0
66	0	0	67	0	0.540984	3,720	2	0	1	0	0
67	0	0.750874	55	2	0.316416	7,723	17	0	1	0	1
68	0	0.006799	27	1	0.681046	764	3	0	0	0	0
69	0	0.004264	31	0	0.111444	2,000	6	1	0	0	2
70	0	0.269484	64	0	0.161062	9,455	13	0	1	0	3
71	0	0.265898	36	0	0.262612	8,384	6	0	2	0	1
72	0	0.142013	67	0	1,824	null	7	0	2	0	0
73	0	0.827708	56	0	0.369591	6,793	15	1	1	0	0
74	0	0.059669	31	0	3,162	0	11	0	2	0	1
75	1	0.133063	49	1	0.182882	10,257	9	0	2	0	3
76	0	0.234218	36	0	0.116614	8,600	19	0	0	0	3
77	0	0.122296	29	0	0.694647	4,800	5	0	1	0	0
78	0	0.460376	37	0	0.074156	4,975	6	0	0	0	0
79	0	0.335559	69	0	0.270449	15,000	14	0	2	0	1
80	0	0.270523	41	0	2.797699	1,042	11	0	2	0	2
81	0	0.183317	52	0	0.111132	10,833	14	0	2	0	1
82	0	0.074862	66	0	0.208842	4,500	3	0	1	0	0
83	0	0.017259	53	0	2.604511	12,414	13	0	1	0	2
84	0	0.054497	56	0	0.492022	4,950	18	0	2	0	0
85	0	0.029164	31	0	0.395032	3,300	10	0	1	0	0
86	0	0	58	0	0.316145	4,886	9	0	1	0	1
87	0	0.36051	58	1	3,282	null	8	0	2	0	0
88	0	0.00375	64	0	0.004061	3,200	5	0	0	1	0
89	1	0.734478	45	0	0.591478	4,716	13	0	2	0	2
90	0	0.080564	60	0	0.487289	4,916	15	0	2	0	0
91	0	0.039388	51	0	15,466	0	7	0	0	0	0
92	0	0.023767	83	0	0.123798	10,500	13	0	0	0	0
93	0	0.784836	52	0	2,662	null	10	0	2	1	0
94	0	0.888822	34	0	0.368404	3,050	4	0	0	0	1
95	0	0.791174	44	0	0.512415	3,100	5	0	1	0	0
96	0	0.245353	37	0	0.288417	6,500	11	1	1	1	0
97	0	0.542243	48	2	10	null	2	0	0	0	null
98	0	0.010531	57	0	0.280665	5,714	6	0	1	0	0
99	0	0.3632	32	0	0.480524	2,900	4	0	1	0	0
100	0	0.032618	75	0	0.006799	7,500	4	0	0	0	0

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