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train · 30k rows

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ID int64 1 30k	LIMIT_BAL float64 10k 1M	SEX int64 1 2	EDUCATION int64 0 6	MARRIAGE int64 0 3	AGE int64 21 79	PAY_0 int64 -2 8	PAY_2 int64 -2 8	PAY_3 int64 -2 8	PAY_4 int64 -2 8	PAY_5 int64 -2 8	PAY_6 int64 -2 8	BILL_AMT1 int64 -165,580 965k	BILL_AMT2 float64 -69,777 984k	BILL_AMT3 float64 -157,264 1.66M	BILL_AMT4 int64 -170,000 892k	BILL_AMT5 float64 -81,334 927k	BILL_AMT6 float64 -339,603 962k	PAY_AMT1 float64 0 874k	PAY_AMT2 float64 0 1.68M	PAY_AMT3 float64 0 896k	PAY_AMT4 float64 0 621k	PAY_AMT5 float64 0 427k	PAY_AMT6 float64 0 529k	default.payment.next.month int64 0 1
11,701	120,000	2	1	2	25	0	0	0	0	0	0	120,568	122,285	123,294	81,042	81,225	79,777	5,224	5,427	2,830	3,000	2,900	2,818	0
11,702	130,000	2	3	2	24	2	2	3	2	2	2	49,583	53,275	51,960	49,723	47,120	46,188	5,100	0	0	4,500	0	1,500	1
11,703	200,000	1	3	1	45	0	0	0	0	0	0	97,933	78,409	58,998	60,219	61,748	64,220	3,200	2,200	2,200	2,500	3,500	90,000	0
11,704	330,000	1	1	2	36	-2	-2	-2	-2	-2	-2	-10	-10	-10	-10	-10	-10	0	0	0	0	0	0	0
11,705	30,000	2	3	1	22	1	2	0	0	4	4	21,508	20,881	23,217	28,498	28,060	29,999	0	3,000	6,000	1,200	3,000	0	1
11,706	20,000	1	2	2	25	2	2	3	3	3	3	1,050	1,050	1,050	1,050	1,050	1,050	0	0	0	0	0	0	0
11,707	170,000	1	1	1	41	-1	-1	-1	0	0	-1	10,540	0	9,871	9,739	66	230	0	9,871	0	0	230	23,709	1
11,708	150,000	2	2	2	24	1	2	0	0	0	0	170,971	165,806	146,001	113,907	115,578	111,863	39	6,000	3,937	4,077	4,504	23,066	0
11,709	20,000	1	2	2	25	0	0	2	2	2	2	15,859	18,486	18,686	18,983	18,540	19,775	3,200	800	900	0	1,700	0	0
11,710	160,000	2	1	2	29	1	-1	-1	-1	-1	-1	-146	15,414	1,857	550	2,602	10,381	17,833	2,252	9,694	10,000	11,797	7,289	0
11,711	140,000	2	2	2	38	0	0	2	0	0	2	15,438	12,140	11,225	6,688	6,908	6,438	2,620	0	310	400	0	1,435	0
11,712	150,000	1	2	2	27	0	0	-1	-1	0	0	61,606	61,950	200	51,099	24,487	17,624	5,000	200	52,399	5,063	1,500	2,200	0
11,713	120,000	2	3	2	47	1	2	2	2	2	2	121,400	123,055	118,030	122,443	120,370	123,766	7,352	0	8,990	0	9,000	0	0
11,714	50,000	1	2	2	29	0	0	0	0	2	2	13,192	14,668	15,614	17,155	16,741	19,131	2,000	1,500	1,800	0	2,843	0	1
11,715	180,000	2	1	2	32	1	2	2	0	0	-2	17,816	18,247	33,230	5,168	0	0	1,000	0	103	0	0	0	0
11,716	60,000	1	1	2	28	0	0	0	0	2	0	18,996	20,806	22,447	24,337	23,808	24,610	2,120	2,000	2,269	0	1,200	2,269	1
11,717	100,000	1	2	2	34	2	2	2	2	2	2	54,126	57,919	57,778	59,227	58,151	61,966	5,300	1,400	3,000	0	4,800	2,500	1
11,718	120,000	1	2	2	28	-1	-1	-1	-1	-1	-1	4,310	3,905	2,411	1,925	2,943	6,249	3,905	2,411	1,925	2,943	6,249	1,780	1
11,719	20,000	1	1	2	24	1	-2	-2	-2	-2	-1	0	0	0	0	0	1,273	0	0	0	0	1,273	0	1
11,720	70,000	2	1	2	29	2	2	2	2	2	2	44,594	45,588	46,540	47,378	46,490	47,758	2,000	2,000	1,900	0	2,200	3,600	1
11,721	200,000	1	2	1	58	2	2	0	0	2	0	190,672	186,230	188,391	199,101	185,247	165,232	0	6,784	13,788	14	6,021	5,099	0
11,722	500,000	2	1	1	48	-1	0	0	0	0	0	273,430	268,256	262,467	254,307	249,106	242,741	9,704	10,851	9,005	9,074	8,501	8,985	0
11,723	460,000	1	1	1	41	-1	-1	-1	-1	-1	-2	81,848	7,653	47,633	1,296	0	0	8,877	47,830	1,296	0	0	0	0
11,724	160,000	1	2	2	57	0	0	0	0	0	0	152,689	148,126	144,978	141,639	138,383	134,951	5,500	5,300	5,053	5,010	4,850	5,000	0
11,725	20,000	1	6	2	27	0	0	0	0	0	-2	19,189	19,226	18,371	18,400	0	0	1,376	1,206	2,222	0	0	0	0
11,726	300,000	1	2	2	42	-1	0	0	0	0	-1	1,188	3,071	7,854	10,426	16,784	4,334	2,000	5,000	5,000	10,000	4,334	3,578	1
11,727	40,000	1	2	1	44	0	0	0	0	0	0	36,917	38,260	32,680	23,472	25,436	34,309	2,000	2,000	1,000	3,000	10,000	1,142	0
11,728	130,000	2	3	1	26	0	0	0	0	0	0	131,724	130,186	124,530	115,800	98,268	83,729	5,510	8,970	5,239	5,234	4,000	4,000	1
11,729	120,000	2	1	2	25	0	0	0	-1	0	-1	11,431	6,857	6,865	8,209	4,825	4,322	6,000	3,147	12,000	4,000	5,000	1,759	0
11,730	20,000	2	2	2	22	0	0	0	0	0	0	18,062	18,374	19,222	18,014	18,627	15,811	1,700	1,500	1,000	1,000	1,000	1,000	0
11,731	200,000	2	1	2	47	-2	-1	-1	-1	0	-1	23,905	10,163	20,426	15,592	12,541	8,667	12,020	21,008	16,026	60	8,667	18,500	0
11,732	20,000	1	2	1	51	0	0	0	0	0	0	18,321	18,446	18,285	18,235	16,259	10,640	1,355	1,136	646	381	337	1,251	0
11,733	10,000	1	2	2	32	0	0	0	0	2	0	7,231	7,497	9,355	9,594	8,535	8,713	1,142	2,000	758	0	313	1,000	0
11,734	400,000	2	1	2	28	0	0	0	0	0	0	10,430	24,979	29,925	25,423	7,064	15,920	24,030	14,062	1,824	40	15,673	16,694	0
11,735	180,000	2	1	2	28	1	2	2	2	2	2	65,054	57,314	54,485	59,415	57,110	19,339	1,568	4	8,000	387	0	0	0
11,736	60,000	2	2	2	23	0	0	0	0	0	0	21,295	22,629	23,338	23,810	25,418	26,050	1,679	1,388	860	2,000	1,055	2,000	0
11,737	260,000	2	1	2	28	0	0	0	0	0	0	187,068	193,245	204,730	246,985	240,543	227,725	10,360	60,000	100,008	10,000	11,700	5,000	1
11,738	50,000	1	3	1	36	0	0	0	0	0	0	36,809	24,248	18,588	18,958	19,355	19,788	1,601	1,309	679	703	755	396	0
11,739	120,000	2	2	1	30	2	0	0	0	2	2	87,199	89,008	90,834	95,499	93,857	99,504	4,110	4,203	7,100	0	7,396	3,700	1
11,740	300,000	2	1	1	47	2	2	2	2	2	2	5,000	5,000	5,000	5,000	5,000	5,000	0	0	0	0	0	0	1
11,741	20,000	1	2	2	36	0	0	-2	-2	-2	-2	18,400	0	0	0	0	0	0	0	0	0	0	0	1
11,742	180,000	1	2	1	26	-1	-1	-1	-1	-1	-1	396	396	396	396	396	396	396	396	396	396	396	396	0
11,743	30,000	2	2	2	23	0	0	0	0	0	0	27,141	25,125	27,835	24,743	28,020	25,607	3,000	5,000	1,000	20,000	3,000	8,000	0
11,744	70,000	1	2	2	31	0	0	2	2	3	2	5,942	8,176	8,891	9,522	9,084	8,792	2,500	1,000	923	0	0	400	0
11,745	220,000	1	1	2	51	-1	-1	-1	-1	-1	-1	20,730	-270	53,895	-105	20,895	20,835	0	54,165	0	21,000	20,940	33,460	1
11,746	110,000	2	1	1	37	-1	-1	0	0	0	0	2,610	54,223	57,299	50,418	48,093	3,389	54,300	6,600	400	4,000	1,771	0	1
11,747	180,000	1	1	2	33	0	0	0	-1	-1	-2	37,711	40,102	78,400	3,000	0	0	3,000	40,129	3,000	0	0	0	0
11,748	80,000	2	1	2	31	-1	-1	-1	-1	-1	-1	5,759	8,395	1,768	4,284	7,202	2,014	8,414	1,775	4,284	7,202	2,014	5,218	0
11,749	100,000	2	1	1	34	1	2	2	2	2	2	46,092	45,074	48,287	49,091	50,149	51,176	0	3,978	1,900	2,000	2,000	0	0
11,750	50,000	2	2	1	45	0	0	2	2	2	2	46,248	50,893	48,854	50,901	50,015	48,179	5,750	0	3,800	1,890	0	1,850	1
11,751	50,000	2	2	2	28	0	0	0	-1	0	0	59,321	56,454	53,278	19,437	19,845	19,911	2,329	2,353	39,886	704	730	656	0
11,752	130,000	2	1	1	38	-1	-1	-1	-2	-2	-2	5,190	649	0	0	0	0	649	0	0	0	0	0	1
11,753	290,000	2	2	0	49	0	0	0	0	0	0	52,547	53,829	53,841	54,486	55,198	55,878	2,542	1,926	1,931	1,989	2,002	2,028	0
11,754	240,000	1	1	2	33	0	0	0	0	0	0	124,105	127,593	130,474	134,296	139,117	143,634	7,000	5,000	6,000	7,000	7,000	5,445	0
11,755	160,000	2	2	2	27	1	-2	-1	0	0	-2	0	0	6,204	6,204	0	0	0	6,204	0	0	0	0	0
11,756	50,000	1	2	2	34	0	-1	0	0	0	0	48,973	50,601	49,805	27,605	29,447	30,045	91,000	1,200	600	29,057	1,076	1,300	0
11,757	30,000	1	2	3	45	0	-1	-1	0	0	-2	3,390	390	780	780	0	0	390	780	0	0	0	0	0
11,758	60,000	2	2	1	39	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
11,759	60,000	2	2	2	57	0	0	0	0	0	0	53,584	41,935	30,077	30,246	30,257	29,768	2,000	2,000	2,300	2,000	3,000	1,500	0
11,760	100,000	2	3	1	51	0	0	0	0	0	0	98,918	96,916	98,492	89,961	93,971	85,526	4,523	4,213	3,100	10,000	3,220	3,130	0
11,761	140,000	1	1	1	27	1	-2	-2	-2	-2	-2	-488	-488	-488	-488	-488	-488	0	0	0	0	0	0	0
11,762	150,000	1	2	1	35	0	0	0	0	0	0	125,063	118,843	137,751	141,330	146,389	132,617	10,050	30,000	5,000	6,088	5,150	10,000	0
11,763	500,000	1	2	2	28	0	0	0	0	0	0	47,399	48,711	48,642	49,062	149,034	181,876	2,361	1,500	1,128	100,330	100,486	2,114	0
11,764	20,000	1	2	1	33	0	0	0	0	0	0	4,128	5,550	6,599	6,839	7,228	7,457	1,500	1,300	500	500	500	1,000	1
11,765	240,000	2	2	2	37	-2	-2	-2	-2	-2	-2	500	0	0	0	0	0	0	0	0	0	0	0	0
11,766	90,000	1	3	3	34	-2	-2	-2	-2	-2	-2	33,957	4,976	176	21,601	7,423	9,252	4,990	176	21,665	8,213	9,279	16,445	0
11,767	160,000	2	1	1	69	2	2	-2	-2	-2	-2	498	135	0	0	0	508	135	0	0	0	508	1,287	0
11,768	280,000	2	2	2	33	-2	-2	-1	0	0	-1	167	3,690	1,735	1,735	1,714	843	3,700	1,735	0	1,700	1,000	22,000	1
11,769	260,000	2	2	2	27	0	0	0	-1	-1	0	25,419	19,045	19,270	11,915	114,479	24,511	3,000	3,017	11,915	114,479	2,000	2,500	0
11,770	130,000	1	5	1	44	0	0	0	0	0	0	75,472	75,095	59,335	54,668	22,780	13,417	2,452	2,140	1,093	13,706	500	100	1
11,771	500,000	2	3	1	50	0	0	0	0	-1	0	5,310	5,484	14,539	13,291	3,645	4,763	2,703	10,043	6,065	3,648	2,003	1,004	0
11,772	120,000	1	2	1	39	2	-1	-1	-1	-1	-1	435	435	1,887	435	435	435	435	1,887	435	435	435	435	0
11,773	210,000	1	1	2	30	-1	0	0	0	0	0	1,060	3,229	4,107	5,931	4,665	6,607	2,200	1,005	3,208	2,000	2,000	49,980	0
11,774	50,000	1	2	1	46	0	0	0	0	0	0	48,905	49,764	36,535	32,428	15,313	16,057	1,800	1,430	1,000	1,000	1,000	1,000	0
11,775	210,000	1	2	1	36	-1	-1	-1	-1	-2	-2	1,060	777	7,971	-8	-8	-8	779	7,994	0	0	0	1,704	0
11,776	10,000	2	2	2	27	1	2	2	0	0	0	8,944	9,882	9,538	9,808	8,650	0	1,230	0	500	450	0	0	1
11,777	70,000	2	2	2	34	2	2	2	0	0	2	64,913	63,387	58,840	56,431	56,859	54,449	3,000	0	2,000	4,219	1,700	323	0
11,778	150,000	1	2	2	31	-1	-1	2	0	-1	-1	8,839	18,814	14,776	15,582	7,722	10,156	11,394	0	13,000	7,722	11,000	21,191	0
11,779	60,000	1	3	2	57	0	0	0	0	0	0	15,602	16,629	17,638	17,989	18,383	21,781	1,284	1,293	644	684	3,721	761	0
11,780	120,000	1	2	2	29	-1	2	2	2	-2	-2	5,521	2,197	1,010	0	0	0	1,010	0	0	0	0	0	1
11,781	80,000	2	1	2	30	0	0	0	0	0	0	48,006	48,159	46,099	47,039	48,286	48,974	2,100	3,000	2,000	2,000	2,000	2,000	0
11,782	490,000	1	1	2	36	-2	-2	-2	-2	-2	-2	5,310	2,691	3,367	-46	9,285	-14	2,711	3,384	0	9,331	0	2,960	0
11,783	450,000	1	1	1	44	-2	-2	-2	-2	-2	-2	32,000	3,417	4,700	20,916	9,695	6,361	3,423	4,700	20,916	9,695	6,361	6,447	0
11,784	20,000	2	5	2	23	0	0	0	0	0	-2	16,371	17,801	18,256	18,425	0	0	2,000	1,200	369	0	0	0	0
11,785	10,000	1	1	2	23	0	0	2	2	4	5	3,035	5,802	5,561	8,455	9,730	8,999	3,000	0	3,000	2,000	0	0	0
11,786	20,000	2	3	1	44	-2	-2	-2	-2	-1	-1	836	390	390	390	1,487	3,560	390	390	390	1,487	3,560	15,000	0
11,787	50,000	1	2	2	27	0	0	0	0	0	0	6,105	7,347	8,000	8,000	10,000	0	1,500	1,000	0	2,000	0	2,556	0
11,788	300,000	1	1	1	51	-1	-1	-1	-1	0	0	18,961	4,371	3,391	34,282	12,983	0	4,387	3,472	47,371	64	0	33,588	1
11,789	80,000	1	1	2	27	-2	-2	-2	-2	-2	-2	2,049	805	1,672	12,205	3,487	24,764	2,003	2,019	12,241	3,510	24,843	4,001	0
11,790	310,000	1	1	1	39	-1	-1	-2	-1	-1	2	360	0	91,059	155	28,100	4,544	0	91,059	155	28,490	0	1,041	0
11,791	50,000	2	3	1	41	0	0	0	0	0	0	48,403	49,448	50,125	9,717	9,549	9,840	2,550	2,227	339	500	600	500	0
11,792	500,000	1	2	1	39	-1	-1	-1	-1	-1	-1	23,800	297	9,342	3,518	5,597	717	297	9,342	3,518	5,597	717	25,349	0
11,793	80,000	2	3	1	40	0	0	-1	-1	-1	-2	22,747	16,260	6,500	15,525	0	0	3,002	6,500	15,525	0	0	0	0
11,794	30,000	2	3	3	26	1	2	0	0	0	0	30,698	29,034	28,317	27,872	28,456	28,230	0	1,442	986	1,021	1,015	1,143	1
11,795	10,000	1	2	2	42	1	2	0	0	0	0	9,980	9,178	7,912	4,838	10,096	10,112	1,000	1,517	194	6,700	1,000	1,500	1
11,796	390,000	2	1	1	39	-1	-1	-1	0	0	-1	31,825	56,333	70,133	63,177	63,670	22,407	56,613	70,159	1,264	493	22,505	1,162	0
11,797	290,000	1	2	1	44	-2	-2	-2	-2	-2	-2	167	616	640	526	336	527	619	643	528	337	529	696	1
11,798	120,000	2	2	1	33	0	0	0	0	0	0	46,640	50,865	54,401	57,873	61,917	63,880	5,000	5,000	5,000	5,000	3,000	3,000	0
11,799	50,000	2	1	2	27	0	0	0	0	0	0	28,387	36,276	17,445	15,575	8,075	-589	10,000	1,031	4,050	4,000	0	0	0
11,800	280,000	1	1	1	36	-2	-2	-2	-2	-2	-2	2,624	-26	5,214	17,187	2,848	5,287	0	5,240	17,273	2,861	5,313	0	0

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