Split (1)

train · 9.58k rows

purpose stringclasses 7 values	int.rate float64 0.06 0.22	installment float64 15.7 940	log.annual.inc float64 7.55 14.5	dti float64 0 30	fico int64 612 827	days.with.cr.line float64 179 17.6k	revol.bal int64 0 1.21M	revol.util float64 0 119	inq.last.6mths int64 0 33	delinq.2yrs int64 0 13	pub.rec int64 0 5	not.fully.paid int64 0 1
all_other	0.1355	81.51	10.171987	22.94	662	479.958333	558	22.3	4	0	0	0
all_other	0.1261	75.39	11.66839	11.74	667	3,359.958333	210	70	11	1	0	0
all_other	0.1071	32.61	9.998798	14.7	687	3,119.958333	6,720	101.8	2	0	0	1
credit_card	0.1103	245.65	11.09741	6.38	692	3,630	23,192	85.6	4	0	0	0
credit_card	0.1134	213.85	11.429544	2.78	682	3,869.958333	32,776	65	4	0	0	0
debt_consolidation	0.1324	67.62	10.373491	6.94	652	3,180	2,324	12.9	1	2	2	0
all_other	0.1608	149.59	10.463218	26.36	667	6,960	6,644	35.9	12	0	0	0
debt_consolidation	0.1261	134.03	10.007848	23.02	702	1,050	2,740	21.1	6	0	0	0
all_other	0.1324	121.72	11.231623	9.14	657	3,180	3,453	53.1	0	0	0	0
major_purchase	0.1039	113.58	11.156251	12.86	692	3,839.958333	6,469	8.7	15	0	0	1
debt_consolidation	0.1197	199.2	10.778956	15.38	677	4,229.958333	4,956	40	4	0	0	0
home_improvement	0.1703	107.01	11.156251	25.03	657	7,950	43,878	94.8	0	0	0	0
educational	0.1261	67.02	11.95118	17.69	662	4,410	32,135	91.1	11	0	0	0
all_other	0.1355	61.13	10.950807	11.22	652	4,919.958333	4,334	98.5	4	0	0	0
debt_consolidation	0.1418	95.95	10.819778	8.5	642	3,839.958333	4,151	45.6	2	0	0	0
debt_consolidation	0.1286	252.2	10.422281	8.93	667	1,719	5,528	87.7	4	0	0	1
all_other	0.1482	186.72	10.778956	19.4	652	4,619.958333	21,093	85.1	3	1	0	1
all_other	0.08	141.02	10.166006	1.43	767	929.958333	1,057	23.5	0	0	0	0
major_purchase	0.1513	243.11	10.73631	18.91	652	2,729.958333	12,634	76.6	0	0	0	0
debt_consolidation	0.1197	194.22	11.608272	11.62	677	4,290	15,038	93.3	4	0	0	0
debt_consolidation	0.145	258.16	11.918391	26.27	697	5,070	91,148	95.4	2	0	0	0
debt_consolidation	0.1418	181.61	10.915016	10.04	657	5,100	3,729	70.4	3	0	0	0
educational	0.1349	42.42	9.798127	4.67	652	869.958333	1,157	0	1	0	0	1
credit_card	0.1103	245.65	10.714418	11.41	687	4,830	5,148	12.7	7	0	0	0
debt_consolidation	0.1418	102.8	9.998798	15.44	647	1,500	7,872	66.2	1	2	0	1
all_other	0.1159	231.14	11.066763	10.63	687	3,149.958333	5,260	24.2	10	0	0	1
debt_consolidation	0.1261	251.3	10.668955	11.72	667	1,020	1	0	0	0	0	0
all_other	0.1387	136.46	10.257659	10.21	647	3,660	1,485	74.2	5	0	1	0
credit_card	0.1545	261.65	10.915088	24.94	667	5,190	41,705	95.2	8	0	0	1
all_other	0.1001	242.04	11.736069	18.85	737	6,570	276,911	23.9	1	0	0	0
credit_card	0.1475	202.08	10.463218	25.09	687	1,977.958333	5,748	25.4	0	0	0	0
debt_consolidation	0.1222	193.26	10.153935	20.88	687	6,120	8,883	78.6	4	0	0	0
all_other	0.1854	145.7	11.0021	28.41	657	1,740	18,242	70.2	0	0	0	0
credit_card	0.1222	249.9	11.09741	12.11	677	5,070	5,319	106.4	0	0	0	0
all_other	0.1507	260.25	11.695247	14.84	652	7,260	21,881	82.5	2	4	0	1
all_other	0.0863	113.87	10.433998	0.71	717	599.958333	372	7.4	0	0	0	0
all_other	0.138	170.41	10.308953	17.88	657	509.958333	2,229	34.8	2	0	0	0
all_other	0.1317	81.07	9.851984	24.51	687	929.958333	0	0	0	0	0	1
all_other	0.1507	138.8	10.463103	17.47	642	3,660	1,085	77.5	3	0	0	0
all_other	0.1412	205.42	10.839581	9.01	657	5,219.958333	4,050	34.6	4	3	0	1
credit_card	0.1601	263.72	10.714418	22.83	652	3,539.958333	15,056	99.1	1	0	0	0
all_other	0.1507	86.75	10.043249	24.47	667	2,491	4,374	52.7	4	0	0	0
home_improvement	0.1665	266.1	10.819778	20.93	642	5,041	15,831	56.3	3	0	0	0
credit_card	0.1412	239.66	11.170435	6.24	657	2,490	8,558	80.7	3	0	0	0
credit_card	0.1064	244.27	10.596635	2.07	702	11,730	599	3.2	8	1	1	1
all_other	0.097	160.64	10.427979	7.24	717	1,050	2,208	15.7	3	0	0	0
credit_card	0.1254	150.63	10.915088	10.89	662	5,760	20,578	29.7	11	0	0	0
credit_card	0.1355	169.8	11.461632	7.79	657	1,964.958333	10,978	98.9	4	0	0	0
credit_card	0.1191	364.89	11.05673	13.9	687	2,339.958333	22,954	66	4	0	0	0
debt_consolidation	0.1538	306.7	10.448715	7.86	647	5,279.958333	7,424	73.7	1	0	0	0
debt_consolidation	0.157	245.07	10.308953	24.12	662	1,770	12,814	69.6	4	0	0	0
all_other	0.1191	116.1	11.608272	8.44	672	4,259.958333	390	32.5	4	0	0	0
debt_consolidation	0.157	235.44	10.448715	8.7	647	5,279.958333	16,690	91.2	4	0	0	1
credit_card	0.1696	534.5	12.122691	12.76	647	2,190	49,303	99.2	0	0	0	1
home_improvement	0.1191	497.58	11.082143	19.66	702	1,949.958333	24,985	49.6	5	0	0	0
all_other	0.1791	144.43	10.868568	29.9	662	3,119.958333	15,473	65.3	0	1	0	0
all_other	0.1064	35.83	9.547098	4.2	687	3,210	1,032	9.5	4	0	0	0
all_other	0.1696	503.32	10.714418	18.8	652	2,523	11,577	60.9	1	0	0	0
all_other	0.1538	174.26	10.778956	15.65	652	4,020	901	42.9	1	0	1	0
credit_card	0.0863	170.8	10.680516	10.18	742	2,399.958333	0	17.7	3	0	0	0
debt_consolidation	0.1886	274.39	11.314475	27.26	652	3,543.958333	22,515	95.8	3	0	0	0
debt_consolidation	0.157	262.57	10.870395	21.38	652	4,650	20,032	72.1	1	0	0	0
educational	0.157	157.55	10.656082	23.89	662	2,130	5,361	42.2	12	0	0	1
all_other	0.1412	140.37	11.184421	1.57	652	1,649.958333	3,842	27.4	3	2	0	0
credit_card	0.1601	281.3	11.407565	5.93	657	2,819.958333	50,545	54.6	0	0	0	0
all_other	0.1191	232.2	12.560244	4.33	682	2,250	20,205	1.2	6	0	0	1
all_other	0.1064	50.49	10.308953	15.6	697	6,389.958333	1,085	11.4	11	1	0	0
all_other	0.138	40.9	10.463103	26.19	707	2,100	10,975	57.2	4	0	0	0
credit_card	0.1412	134.38	11.255333	12.37	657	3,059.958333	11,162	40	3	0	0	0
educational	0.1412	71.9	10.645425	8.11	652	2,850	5,057	26.6	2	1	0	1
credit_card	0.1317	233.06	11.918391	8.6	697	7,919.958333	21,293	3.4	7	0	0	1
credit_card	0.1886	155.49	10.945544	27.6	667	4,259.958333	41,478	99.2	3	0	0	0
major_purchase	0.138	109.06	10.868568	17.44	652	3,930	5,070	64.2	1	3	0	0
debt_consolidation	0.1159	166.75	10.704502	8	687	5,309.958333	9,387	50.2	4	0	0	0
all_other	0.1096	111.25	10.232791	12.52	702	1,709.958333	3,999	21.5	4	0	0	0
debt_consolidation	0.1475	259.08	10.73422	17.73	652	5,001.958333	6,131	68.9	1	0	0	0
debt_consolidation	0.138	160.18	10.463103	11.28	667	3,512.958333	832	27.7	4	1	0	0
all_other	0.1507	152.68	11.0021	9.94	642	6,690	5,770	69.5	1	2	0	0
major_purchase	0.1317	183.24	10.645425	11.83	667	2,789.958333	0	0	4	0	0	0
educational	0.1854	109.28	10.691945	26.68	647	9,840	20,685	89.5	2	0	0	0
debt_consolidation	0.1411	266.99	10.596635	19.5	672	3,749.958333	3,780	16.2	4	0	0	0
debt_consolidation	0.1128	73.14	10.878047	16.78	702	5,160	31,412	52.8	5	0	0	0
all_other	0.1412	119.83	10.714418	10.19	657	3,210	9,771	86.4	4	0	0	0
credit_card	0.1759	269.61	10.896739	27.47	672	3,720	23,618	62.3	6	1	0	1
debt_consolidation	0.1507	41.64	10.591823	18.27	652	3,342	9,408	93.1	3	0	0	0
credit_card	0.138	170.41	11.251561	14.01	657	2,880	22,458	66.4	2	0	0	0
debt_consolidation	0.1601	263.72	11.512925	19.58	642	5,520	25,366	77.1	0	2	0	1
credit_card	0.1286	235.39	10.203592	26.62	792	6,050.958333	8,220	10.1	0	0	0	0
educational	0.138	61.35	9.852194	3.85	682	959.958333	1,279	85.3	0	0	0	0
all_other	0.1538	209.12	10.085809	11.5	657	8,070	8,686	90.5	0	1	0	0
home_improvement	0.157	227.56	11.867097	22.32	652	6,809.958333	63,685	82.1	1	1	0	0
credit_card	0.1886	245.13	10.714418	25.76	647	3,539.958333	31,939	82.7	4	0	0	0
debt_consolidation	0.1475	55.27	11.552146	16.97	652	3,929.958333	31,140	52.6	1	1	0	0
debt_consolidation	0.1696	223.6	11.289782	19.89	642	4,649.958333	16,012	44.2	6	1	0	0
home_improvement	0.1254	192.47	11.847396	10.85	687	4,619.958333	79,395	73.8	6	0	0	1
credit_card	0.1443	257.91	10.818177	17.67	657	3,690	10,221	70	1	0	1	0
credit_card	0.1317	185.77	11.018629	13.79	677	2,701	25,457	70.7	5	0	0	0
credit_card	0.1191	202.35	11.0021	21.82	712	3,274	32,573	65	4	0	0	1
all_other	0.1317	253.32	11.561716	1.03	677	3,660	3,607	44	4	0	0	1
debt_consolidation	0.1443	165.92	10.373491	28.76	727	3,240	11,285	46.6	0	0	0	0

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