Datasets:

Lancer73
/

uci-credit-card-default

ID int64	LIMIT_BAL float64	SEX int64	EDUCATION int64	MARRIAGE int64	AGE int64	PAY_0 int64	PAY_2 int64	PAY_3 int64	PAY_4 int64	PAY_5 int64	PAY_6 int64	BILL_AMT1 float64	BILL_AMT2 float64	BILL_AMT3 float64	BILL_AMT4 float64	BILL_AMT5 float64	BILL_AMT6 float64	PAY_AMT1 float64	PAY_AMT2 float64	PAY_AMT3 float64	PAY_AMT4 float64	PAY_AMT5 float64	PAY_AMT6 float64	default.payment.next.month int64
10,575	20,000	2	3	1	51	0	0	0	-2	-2	-2	19,255	20,650	0	0	0	0	2,000	0	0	0	0	0	0
11,331	300,000	1	2	2	31	0	0	0	0	0	0	285,038	291,480	298,378	131,103	128,742	124,882	12,507	15,056	5,027	5,007	5,063	3,039	0
7,128	500,000	1	2	2	40	-1	-1	-1	-1	0	-1	33,179	97,882	48,017	49,403	40,018	54,109	99,159	48,276	49,450	201	54,379	9,905	0
25,151	70,000	2	2	1	46	0	0	0	0	0	0	70,349	70,068	71,318	59,665	29,510	26,738	2,600	3,700	2,600	1,200	1,200	1,000	0
6,001	50,000	1	2	1	33	0	0	0	0	0	0	13,538	9,199	6,879	6,753	5,440	5,440	2,000	1,284	264	109	390	0	0
20,952	340,000	1	1	1	41	-2	-2	-2	-2	-2	-2	11,379	11,086	3,112	3,351	1,259	19,271	11,258	3,112	3,351	1,259	19,271	16,992	0
13,895	300,000	2	2	1	39	0	0	0	0	0	0	145,138	148,586	151,878	123,417	104,922	107,005	5,785	6,163	4,728	3,811	3,830	3,970	0
15,286	230,000	2	1	1	39	-2	-2	-2	-2	-2	-2	970	1,475	1,636	1,149	334	459	1,483	1,640	1,152	335	460	553	0
6,882	200,000	2	1	1	38	-2	-2	-2	-1	2	-1	26,344	0	0	320	170	2,865	0	0	329	0	2,865	801	0
22,146	60,000	2	1	2	29	0	0	0	0	0	0	23,304	20,517	20,261	22,832	24,234	24,928	3,000	3,000	3,000	2,000	2,000	2,000	0
10,271	50,000	1	2	2	46	2	2	0	0	0	0	49,423	48,332	46,043	18,759	19,161	19,516	10	2,000	655	688	666	649	0
28,741	160,000	2	1	2	28	-2	2	0	0	0	0	4,145	3,930	5,859	10,299	11,825	13,121	0	2,000	5,008	3,007	2,000	2,000	0
19,311	360,000	2	1	2	33	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
4,088	150,000	1	2	2	34	0	0	0	0	0	0	135,587	138,473	141,297	144,605	148,420	150,500	4,000	4,000	4,500	5,000	3,500	0	0
13,761	480,000	1	6	2	49	-2	-2	-2	-2	-2	-2	7,174	0	0	0	0	0	0	0	0	0	0	0	0
27,715	130,000	2	2	2	23	0	0	0	0	0	0	44,930	40,688	40,880	37,851	37,816	39,849	6,000	6,000	4,000	10,000	5,000	8,002	0
7,585	90,000	2	2	2	28	1	2	2	2	0	0	83,480	89,264	89,896	86,706	87,385	88,351	8,000	3,000	0	3,000	5,000	5,000	0
29,651	260,000	1	2	2	36	2	0	0	0	0	0	334,214	310,546	288,566	291,597	214,353	216,238	12,000	11,000	11,000	8,000	8,500	8,300	1
9,473	440,000	2	2	2	25	2	2	0	0	0	0	225,416	220,405	226,731	231,456	237,707	243,555	0	10,000	10,000	10,000	10,000	10,000	1
7,023	100,000	1	2	1	44	2	2	2	2	3	2	59,586	60,842	61,749	65,130	63,816	65,011	2,800	2,500	5,000	0	2,400	2,400	1
21,324	250,000	1	1	1	50	1	-2	-1	-1	-1	-1	0	0	191	2,160	0	900	0	191	2,160	0	900	2,000	0
23,410	200,000	2	6	1	43	0	0	0	0	0	0	198,595	194,734	190,447	187,224	183,641	178,239	7,003	7,000	7,000	6,510	6,550	6,001	0
3,885	20,000	1	2	2	24	-1	-1	2	-1	0	0	390	780	390	780	780	0	780	0	780	0	0	0	1
9,457	310,000	2	1	1	35	-1	-1	0	0	0	0	2,948	62,593	152,141	125,325	109,142	103,020	62,635	100,042	4,017	9,184	4,081	6,042	0
15,821	30,000	2	1	2	27	2	0	0	0	0	0	23,575	24,584	25,885	26,851	26,808	27,599	1,400	1,700	1,900	557	1,000	2,000	0
13,153	180,000	2	1	1	39	0	0	0	0	-2	-2	43,507	44,282	23,946	0	0	0	2,000	2,000	0	0	0	0	0
10,708	80,000	2	2	1	34	2	2	2	0	0	0	17,294	22,256	21,660	22,055	22,603	23,133	5,210	0	1,000	1,000	1,000	1,000	1
1,542	50,000	1	3	2	22	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,063	150,000	2	1	1	32	0	0	0	0	0	0	23,364	22,846	25,779	22,303	16,981	16,837	1,450	5,779	1,300	700	1,000	1,000	0
11,119	200,000	1	2	1	39	-1	-1	2	-1	0	0	162	1,879	1,707	617	620	0	1,879	8	617	3	0	0	0
24,882	200,000	1	1	1	43	0	0	0	0	0	0	145,901	144,678	140,804	136,437	135,253	134,629	5,216	5,090	5,014	5,009	4,844	5,002	0
11,229	310,000	1	2	1	34	-1	0	0	-1	-1	-1	63,908	64,224	4,595	636	72,955	-18	1,867	1,023	641	73,319	0	150	0
806	300,000	2	1	1	36	0	0	0	0	-2	-1	25,239	25,001	20,800	0	0	65,755	1,713	1,000	0	0	65,755	3,000	0
19,324	200,000	2	1	2	39	-2	-2	-2	-2	-2	-2	345	355	0	0	907	0	355	0	0	907	0	0	0
9,799	20,000	2	1	2	23	1	2	0	0	-1	0	6,081	3,408	4,016	3,282	1,814	2,232	0	1,000	100	1,814	1,000	0	1
11,089	150,000	2	2	2	29	-1	-1	-1	-2	-1	-1	1,739	1,984	112	0	3,865	5,562	1,984	112	0	3,865	5,575	10,963	0
29,656	480,000	1	2	1	44	-2	-2	-2	-2	-2	-2	29,112	43,015	17,223	10,127	8,416	14,658	43,111	17,223	10,135	8,416	14,658	27,350	0
10,404	180,000	1	2	1	34	0	0	0	0	0	0	37,671	39,009	40,213	41,702	43,687	44,982	1,800	2,000	2,000	2,500	2,000	2,000	0
4,130	170,000	2	1	1	52	-1	-1	2	-1	-1	-1	2,939	5,447	416	7,509	6,387	1,516	3,000	5	7,509	6,387	1,666	3,023	0
22,245	130,000	2	1	2	24	0	0	0	2	0	0	76,582	86,333	91,715	89,245	90,827	87,779	12,000	7,700	0	3,001	3,011	2,816	0
29,659	50,000	1	3	1	41	0	0	0	0	0	0	49,782	50,741	48,468	39,203	28,913	26,636	1,816	1,753	1,433	990	967	1,071	0
11,923	70,000	1	2	1	35	0	0	0	0	0	0	32,507	29,775	31,273	33,739	34,632	33,746	3,000	2,000	3,000	1,600	1,500	1,600	0
2,286	180,000	1	1	1	37	-1	0	0	0	0	0	121,915	116,093	99,267	74,324	47,642	37,957	7,416	7,038	7,000	6,000	5,000	5,000	0
24,671	360,000	1	2	1	36	0	0	0	-1	0	0	33,051	13,614	-5,386	250,214	255,296	261,401	1,000	2,544	261,000	9,000	10,000	10,000	0
17,715	10,000	2	3	2	50	3	2	2	2	2	2	600	600	600	600	600	2,050	0	0	0	0	1,450	0	1
25,078	200,000	1	1	1	48	-1	-1	-1	-1	0	-1	419	419	392	423	404	415	419	392	450	400	430	430	0
29,604	50,000	1	2	2	37	5	4	3	2	0	0	19,859	19,268	18,687	17,956	17,710	18,710	0	0	0	354	1,000	1,000	0
25,213	30,000	2	2	2	23	-1	-1	2	-1	0	0	1,434	4,925	390	15,736	15,525	0	6,021	0	15,736	1,000	0	0	0
2,127	210,000	2	1	2	30	1	2	0	0	0	0	73,903	72,153	73,634	75,095	76,886	78,604	0	2,674	2,687	3,000	3,000	3,000	0
19,235	150,000	2	1	2	37	1	-2	-1	-1	-1	-2	0	0	689	2,943	-6,159	-6,159	0	689	2,943	0	0	16,007	0
18,397	20,000	2	1	2	24	-2	2	2	2	2	0	18,252	19,650	19,054	20,285	19,563	17,899	2,000	0	2,000	0	356	3,431	1
24,132	60,000	1	1	2	25	0	0	0	0	0	0	55,656	58,740	59,257	56,229	46,624	36,594	4,041	2,227	14,682	1,634	2,024	978	0
24,764	110,000	1	5	1	36	-1	0	0	0	0	0	3,385	31,169	50,526	51,816	34,262	23,366	28,000	20,000	3,000	3,000	3,000	3,000	0
14,384	50,000	2	2	2	22	-2	-2	-2	-2	-1	0	64,498	58,261	401	43,091	29,842	30,601	349	595	54,061	32,384	1,234	1,500	0
7,152	40,000	2	1	2	24	0	0	0	0	0	0	28,140	32,343	39,717	37,263	35,224	34,111	5,000	8,017	7,000	4,000	5,000	5,000	1
17,095	230,000	2	2	2	24	0	0	0	0	0	0	78,737	63,494	55,284	42,693	42,541	34,197	2,300	2,000	1,535	1,183	1,500	2,000	0
3,915	140,000	1	2	2	43	0	0	0	0	0	0	128,947	106,671	101,362	87,420	88,774	81,869	4,039	7,010	2,359	7,617	2,760	2,366	0
12,479	20,000	1	3	2	25	0	0	0	0	0	0	13,701	14,413	15,781	15,939	16,271	16,590	1,241	1,609	717	738	740	789	0
16,725	480,000	1	2	1	31	0	0	0	0	0	0	55,346	58,411	58,883	59,452	61,168	56,931	4,000	3,000	3,000	3,000	3,000	3,000	0
6,465	120,000	1	2	2	29	0	0	0	0	0	0	118,277	121,004	118,774	91,369	88,015	88,087	6,513	3,740	3,215	3,300	3,405	3,303	0
1,325	110,000	1	2	1	51	0	0	0	0	0	0	45,964	46,922	48,140	49,339	50,542	52,689	2,000	2,000	2,000	2,000	3,000	2,000	0
21,210	250,000	1	2	2	38	-1	-1	-1	-1	-1	-1	2,395	29,636	23,850	8,220	0	8,420	29,658	23,938	8,220	0	8,420	0	0
14,210	400,000	2	2	2	37	-2	-2	-2	-2	-2	-2	8,948	10,306	22,263	20,511	27,808	8,342	10,306	22,263	20,568	27,808	8,342	14,187	0
851	40,000	2	2	2	23	0	0	0	2	2	6	20,035	21,406	24,735	24,050	43,317	44,059	2,000	4,000	0	20,000	2,000	0	0
7,647	150,000	2	1	1	30	1	2	-1	0	-1	2	44,820	14,657	20,950	3,601	696	696	0	20,962	1	696	0	50,348	0
5,974	300,000	1	2	1	31	1	2	0	0	0	0	250,121	221,336	159,556	32,897	20,992	12,621	10,236	7,063	1,005	1,045	1,004	1,005	0
14,733	340,000	2	2	2	43	0	0	2	0	0	0	106,867	117,152	113,312	114,379	113,627	112,193	12,002	0	4,387	4,634	4,519	2,402	0
8,398	100,000	2	1	1	40	-1	-1	-1	0	-1	-1	390	390	780	390	390	7,140	390	780	0	390	7,140	1,230	0
15,051	150,000	1	3	1	37	-1	-1	-1	-1	-1	-1	8,027	7,121	10,292	3,141	7,522	3,929	7,129	11,000	3,141	7,531	3,929	0	0
10,100	240,000	2	1	2	28	1	-1	-1	-1	-1	-1	0	1,748	0	14,944	968	10,408	1,748	0	14,944	968	10,408	0	1
2,617	380,000	1	3	1	44	0	0	0	0	0	0	329,877	309,781	295,550	277,650	264,217	238,368	12,055	9,837	9,154	9,042	8,515	7,745	1
14,379	50,000	1	3	2	26	2	0	0	2	2	2	41,827	42,650	45,930	44,891	47,654	48,721	1,800	4,000	0	3,500	2,000	0	1
17,885	50,000	1	2	2	26	2	0	0	0	0	0	49,586	49,865	41,132	31,538	28,896	28,315	2,268	2,200	1,917	1,200	1,030	1,300	0
3,479	500,000	2	1	2	36	-1	-1	-1	-1	-1	-1	10,935	4,079	3,943	3,338	1,224	31,022	4,081	4,283	3,338	1,224	31,022	1,088	0
23,756	50,000	2	2	1	56	0	0	0	0	0	0	48,703	48,836	48,049	47,060	19,171	18,624	2,000	2,000	2,000	1,000	1,000	1,000	0
28,693	60,000	2	3	2	32	0	0	0	0	0	0	59,143	58,612	59,017	59,220	26,607	29,719	2,100	3,000	3,008	6,000	4,000	1,000	0
19,804	450,000	2	2	1	43	-1	-1	-1	-1	-1	-1	1,448	6,018	10,402	6,110	7,848	14,279	6,018	10,426	6,110	7,848	14,279	20,723	0
9,519	260,000	2	3	1	48	0	0	0	0	0	0	97,908	84,773	70,259	58,341	58,730	52,789	2,980	2,338	1,911	5,014	5,004	2,007	0
22,523	20,000	2	2	1	34	2	2	2	2	2	2	13,552	16,513	17,549	18,907	19,114	19,186	3,188	1,600	3,570	801	901	1	0
19,855	20,000	2	2	2	46	0	0	0	0	0	0	15,717	16,724	18,051	18,759	19,132	19,684	1,276	1,603	1,311	684	860	874	0
21,179	20,000	1	2	3	49	0	0	0	0	0	0	16,336	17,354	18,376	18,253	18,458	19,197	1,294	2,316	1,256	1,000	1,000	800	1
17,815	10,000	1	3	2	22	1	-1	0	0	0	0	0	7,492	8,589	9,365	7,740	1,000	7,492	1,224	1,000	175	0	0	0
4,077	90,000	1	2	1	37	1	2	2	2	2	0	9,549	9,257	11,983	12,065	11,731	11,809	0	3,200	572	0	422	437	0
18,515	30,000	2	2	2	25	2	2	2	0	0	0	25,267	26,353	25,650	26,416	27,178	28,332	1,800	0	1,500	1,200	1,750	1,300	0
21,145	60,000	1	3	1	36	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
29,763	200,000	1	1	1	44	0	0	0	0	-2	-2	196,770	202,515	205,150	0	0	0	10,500	9,200	0	0	0	0	0
13,110	110,000	2	2	1	27	0	0	0	0	0	0	81,700	84,584	60,379	64,369	66,400	68,294	5,000	3,000	5,000	4,000	3,000	3,000	0
6,477	400,000	1	1	2	29	0	0	0	-1	-1	2	41,057	11,150	6,298	138,307	149,548	148,632	1,300	1,001	138,307	16,996	5,010	96	0
21,296	10,000	1	2	1	50	0	0	0	0	0	-1	3,664	4,526	6,880	8,830	5,550	6,195	1,300	3,000	2,509	0	6,195	0	0
19,514	170,000	2	1	2	27	0	0	0	0	-1	0	89,909	61,785	17,848	14,000	124,208	122,955	8,941	3,848	4,000	124,208	5,000	5,000	0
10,570	50,000	1	2	2	25	0	0	0	0	3	3	46,741	48,883	50,074	60,158	75,277	90,464	2,900	2,000	14,455	16,560	17,000	0	0
4,646	360,000	1	1	2	29	-1	0	0	0	-1	-1	64,606	44,466	40,165	20,733	12,525	7,482	5,135	20,856	103	12,587	7,518	6,412	0
20,162	80,000	2	2	1	37	0	0	0	0	0	0	63,558	59,812	68,636	40,659	32,436	36,658	2,500	10,000	3,000	3,000	5,000	5,000	0
24,507	30,000	1	2	2	32	-1	2	2	2	2	2	17,578	17,988	20,374	20,738	22,253	24,748	1,000	3,000	1,000	2,170	3,000	0	0
7,559	500,000	2	2	2	44	0	0	0	0	0	0	77,257	73,089	81,210	88,888	107,072	115,264	10,000	10,000	10,000	20,000	10,000	0	0
23,797	360,000	2	3	1	47	0	0	0	0	0	0	366,484	365,469	364,081	365,927	363,629	303,097	14,463	15,861	13,600	12,057	9,340	9,515	0
20,199	450,000	2	2	2	39	-1	0	0	0	0	-1	217,126	43,647	39,827	43,978	389	389	10,329	3,001	5,217	1	390	390	0
3,270	20,000	2	2	1	45	0	0	0	0	0	-2	18,569	40,278	18,760	18,662	0	0	2,500	3,000	1,000	0	0	0	0
27,012	200,000	1	3	1	40	0	0	-1	0	0	-2	205,277	127	3,627	6,303	73	-63	269	3,700	3,000	390	128	90,000	0
4,714	20,000	1	1	2	25	0	0	2	2	2	2	11,394	14,367	13,844	14,614	14,733	14,823	3,600	0	1,300	500	505	37	0

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