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train · 500k rows

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limit_bal int64 10k 760k	sex int64 1 2	education int64 0 6	marriage int64 0 3	age int64 21 70	pay_0 int64 -2 8	pay_2 int64 -2 7	pay_3 int64 -2 7	pay_4 int64 -2 7	pay_5 int64 -2 7	pay_6 int64 -2 7	bill_amt1 int64 -10,680 622k	bill_amt2 int64 -24,702 606k	bill_amt3 int64 -24,698 632k	bill_amt4 int64 -34,500 569k	bill_amt5 int64 -36,156 531k	bill_amt6 int64 -57,041 515k	pay_amt1 int64 0 368k	pay_amt2 int64 0 415k	pay_amt3 int64 0 397k	pay_amt4 int64 0 332k	pay_amt5 int64 0 332k	pay_amt6 int64 0 377k	has_default int64 0 1
350,730	1	1	2	34	-1	1	-1	0	0	0	55,131	7,719	99,388	7,876	83,642	12,525	10,084	0	9,406	6,032	6,000	8,196	0
299,240	1	0	2	35	-2	-2	-2	-2	-2	-2	226,824	103	52,325	772	178,264	22,291	0	8,628	6,024	3,899	3,722	6,097	0
236,070	2	1	2	44	1	-2	-2	-2	-2	-2	154,352	1,354	1,069	29,412	13	47,933	12,806	3,105	0	0	0	3,050	1
86,320	2	1	0	37	-1	-1	0	-1	-1	-1	10,981	124,360	242,259	102,929	6,064	193,593	11,047	13,057	692	3,006	2,006	3,032	0
507,140	1	2	1	67	1	2	0	0	0	0	19,748	52,008	59,492	88,581	54,792	50	0	6,046	1,646	3,009	1,256	1,001	0
297,530	2	5	2	57	-1	2	-1	-1	-1	-1	137,447	13,573	335	153,552	1,721	1,131	1,245	1,573	49,655	1,882	3,035	1,671	0
138,780	1	1	1	37	6	2	-1	0	0	0	79,116	71,456	4,540	18,080	55,711	54,439	28,155	9,110	1,942	487	19,235	3,132	0
343,800	2	0	1	28	-1	0	0	0	0	-1	18,754	94	44,960	82,846	24,314	80,409	1,607	10,094	0	1,006	18,562	2,164	1
56,380	1	2	2	34	1	-2	-1	-2	2	-2	2,568	72,020	21,768	60,359	83	9,384	1,275	2,052	5,000	0	0	0	1
402,810	2	0	1	31	-2	0	0	-1	-1	-1	43,286	16,199	70,316	29,209	9,227	70,653	6,527	2,686	13,751	6,000	6,790	7,957	0
355,020	2	2	2	52	1	-2	3	-2	-2	-2	423,810	3,114	1,152	5,120	22,985	16,747	0	5,752	2,003	0	5,485	0	1
513,760	1	2	2	38	1	2	2	0	0	0	1,076	7,157	281	100,929	7,456	312	1,801	3,009	1,382	2,624	591	1,296	0
502,520	1	1	1	46	-1	0	-2	0	0	0	255,781	168,771	128,889	5,033	3,047	37,453	6,565	6,677	3,993	12,292	3,217	3,160	0
493,130	2	2	1	27	1	2	-2	5	2	-1	18,384	2,004	75,233	483	126,168	1,065	0	0	1,451	0	0	0	1
70,380	2	1	1	37	-2	-2	-1	-2	-2	-2	2,841	6,993	170,945	12,468	25,566	1,130	190	1,387	0	0	1,001	0	0
14,650	2	3	2	38	0	0	0	0	0	0	42,615	2,729	31,929	47,487	19,725	1,483	1,867	2,011	3,320	2,011	751	0	0
154,460	1	1	2	54	0	2	2	0	0	0	24,341	231,189	220,834	25,082	59,616	82,043	2,585	2,002	3,544	7,779	339	1,002	0
438,010	2	3	3	26	0	0	0	0	0	0	11,429	59,882	18,567	212,640	72,140	2,419	902	3,007	3,021	478	2,002	1,243	0
78,090	2	0	1	62	-2	7	0	7	0	0	105,014	101,466	19,333	5,158	38,732	125,790	1,401	28,477	1,721	7,283	1,762	5,009	0
174,940	1	1	1	27	-1	-1	-2	-1	-1	-1	3,582	200,970	10,532	33,268	129,496	17,807	9,498	5,006	3,630	3,225	0	3,003	0
272,580	2	2	1	39	2	-1	2	0	-1	-1	878	261,194	28,209	10,360	23,567	57	7,939	0	7,165	2,544	5,976	0	0
481,070	2	1	2	49	1	-1	-1	-1	-1	-1	2,268	19,288	2,787	7,840	925	102,542	8,430	1,358	2,002	5,009	5,015	3,456	0
276,920	2	1	3	28	-1	-1	-1	-1	-1	-1	48,440	152,608	12,673	2,459	156,602	7,527	720	2,989	2,316	1,001	0	0	0
183,310	1	0	2	31	7	7	0	0	0	0	40,740	4,126	20,837	1,240	16,426	78	1,793	3,564	3,530	1,006	8,852	3,229	1
435,340	2	1	1	23	3	0	0	0	0	0	76,019	8,684	4,724	180,662	15,453	77,448	2,006	4,079	2,001	998	2,001	4,450	0
490,030	2	2	2	65	0	0	0	0	0	0	21,194	25,044	21,266	164,801	11,891	4,248	9,014	3,152	2,525	559	3,029	5,033	0
279,630	1	2	1	63	0	0	0	0	0	0	57,522	1,493	20,844	1,159	52,489	89,446	1,615	2,110	1,979	3,005	6,866	11,538	0
37,690	1	2	0	53	-1	2	0	0	0	0	19,579	121,757	305,092	123,735	185,597	12,985	12,946	2,006	8	7,335	4,111	1,528	0
235,950	2	2	2	30	0	2	0	0	0	0	222,227	78,457	1,369	243,231	30,918	330	3,006	9,049	1,515	752	15,145	1,921	0
115,440	2	1	2	47	0	6	0	0	0	0	203,922	62,418	36,172	790	-4,423	64,254	1,460	1,466	10,332	2,241	6,135	5,040	0
272,690	1	3	2	62	-1	-1	-2	-1	-1	-1	43,520	7,827	63,451	503	419	38,491	0	1,867	0	3,842	1,859	12,795	0
87,360	2	2	1	28	0	0	0	0	0	0	35,614	199,303	502	995	45,994	23,321	6,687	3,001	315	2,018	2,006	3,201	0
216,010	1	2	0	30	1	0	0	0	0	0	1,313	875	209,284	361	18,373	129,637	2,401	2,734	5,008	1,005	1,000	14,100	0
122,160	2	2	1	35	0	0	0	0	0	0	164,656	1,800	22,972	19,993	82,636	130,687	2,096	1,505	8,561	1,101	3,452	2,566	0
82,250	2	1	2	45	1	0	0	0	0	0	104,762	165,925	13,890	268	39,147	49,020	2,991	1,511	2,696	501	508	2,574	0
183,780	1	2	1	45	1	-1	0	0	0	0	548,964	74,063	131,620	12,283	3,183	21,890	5,004	2,007	2,000	0	63	3,024	0
458,320	1	1	2	44	0	0	0	0	0	0	48,227	46,400	7,035	70,029	18,590	172,591	0	4,754	2,498	2,003	3,125	2,005	0
28,390	1	2	1	46	0	0	2	0	0	0	327,170	11,839	1,016	28,532	97,142	54,892	389	5,028	2,351	1,238	573	3,032	0
480,750	2	4	2	62	2	0	2	0	0	0	86,055	94,611	27,813	62,578	212	36,076	1,814	1,001	227	1,524	48,723	5,467	1
229,260	1	3	1	32	0	0	0	0	0	0	1,276	8,733	79,178	20,018	29,138	395,210	2,437	0	10,483	481	983	1,000	0
56,380	1	5	1	41	6	0	0	0	0	0	-5,038	392	132,397	25,946	2,748	294,105	3,005	0	7,634	2,396	1,617	799	0
161,790	2	1	1	23	-2	0	0	0	0	0	24,973	32,556	29,269	84,037	143,092	117,865	1,453	1,660	2,001	1,000	2,002	1,521	0
492,420	1	1	1	31	-1	0	-1	-1	-1	-1	134,753	70,549	17,866	6,176	20,448	8,235	0	0	3,466	1,003	8,008	15,025	0
211,670	1	2	1	53	0	0	0	0	0	0	16,654	47,959	2,160	12,382	28,981	25,142	1,822	1,988	7,936	1,001	366	997	1
158,490	2	3	1	46	-2	7	2	-2	-2	-1	162	1,261	25,516	-12	75,045	1,703	2,004	1,025	6,015	0	976	0	1
299,390	1	4	1	39	0	0	0	2	0	0	2,410	504	26,411	16,389	663	180,448	3,005	1,671	10,246	313	1,342	371	0
364,180	1	1	2	70	0	0	0	0	0	0	251,255	14,103	27,432	67,167	95,364	176,743	792	10,674	26,261	2,000	77	2,000	0
547,190	2	2	1	43	-1	-1	-1	0	-1	-1	6,765	70,895	6,264	19,681	630	156,537	1,268	0	35	1,006	3,379	453	0
505,770	2	5	1	62	-1	-1	-1	-1	-1	-1	99,039	154,981	8,959	47,866	4,735	125,760	4,618	2,050	8,145	790	0	5,211	0
679,650	1	6	1	24	0	0	0	0	0	0	-105	40,278	179,889	29,561	46,656	93	3,003	3,003	1,727	6,359	1,002	13,642	0
730,050	2	6	1	52	-1	-1	-1	2	-1	-1	12,074	2,413	10	58,045	20,317	9,449	2,005	0	7,726	21,554	475	1,504	0
126,600	1	3	1	38	0	-2	0	0	0	0	274,444	64,028	328,910	57,098	13,751	69,393	6,040	1,210	2,270	3,000	7,327	0	1
32,570	1	2	3	56	0	0	0	0	0	0	52,081	18,953	338	4,106	143,511	1,166	0	2,257	2,002	1,117	2,004	1,508	0
210,140	2	3	2	39	2	-1	-2	0	0	0	2,296	97,693	13,675	98,184	172,190	11,708	456	10,015	10,735	3,528	1,847	0	0
140,620	2	1	1	37	1	0	0	0	0	0	7,184	34,915	50,699	708	50,816	4,181	20,467	3,890	24,537	8,305	972	955	0
453,350	1	2	1	60	2	2	2	-1	0	0	100,803	16,351	665	49,373	8,386	6,235	0	2,006	1,522	7,662	433	0	0
55,020	1	3	1	42	-1	-1	-1	0	-1	-1	7,989	9,450	63,588	2,951	134,157	25,912	2,789	1,402	3,339	1,195	1,455	3,017	0
129,390	1	5	1	41	2	0	0	0	0	0	92,001	167,702	154,574	34,356	5,312	65,646	1,651	355	5,006	1,002	3,801	535	0
29,350	2	3	2	25	-1	4	0	0	0	0	27,326	92,291	50,954	-8	38,783	23	340	2,693	6,006	1,000	1,544	2,001	1
180,080	1	1	3	51	0	0	0	2	0	0	8,824	27,012	169,276	1,890	126,089	977	2,187	7,288	1,002	734	994	0	1
397,460	1	1	1	27	0	0	0	0	0	0	11,203	47,259	26,640	17,717	73,669	1,171	2,006	213	8,626	25,680	10,060	0	0
190,360	1	2	1	34	0	0	0	0	0	0	9,063	16,013	14,719	11,785	1,497	92,125	2,743	1,277	247	1,199	2,252	38,492	0
497,650	2	1	2	26	0	0	0	0	0	0	43,062	48,003	75,232	16,476	116,854	18,115	4,216	1,622	315	325	16,805	163	0
625,560	1	1	2	70	-2	-1	-1	0	0	-1	75,269	30,913	8,976	131,152	8,926	9,820	1,320	0	7,920	0	46,562	0	0
130,520	2	6	1	61	1	-2	-2	-2	4	-2	10,385	403	219,907	7,875	4,709	13,964	1,395	5,882	1,001	2,002	4,834	1,096	0
360,520	2	1	2	56	1	-2	-2	-1	-2	-1	92	84	43	140	59	9,209	8,960	0	228	0	0	0	0
333,620	2	5	1	34	0	0	2	0	-2	-1	126,632	3,393	28,745	105	1,485	19,499	0	0	6,177	5,042	952	788	0
446,220	1	2	2	26	0	0	0	0	0	0	77,804	46,126	127,819	79,408	28,781	435	62,143	4,011	1,001	1,001	1,824	0	0
507,370	1	3	2	27	0	0	0	0	0	0	48,156	65,325	29,609	390	2,237	511,484	0	1,353	3,119	10,002	3,041	8,258	0
542,480	1	3	0	28	3	3	-1	2	0	0	167,137	37,964	75,813	24,682	1,899	27	1,067	1,188	10,501	5,010	616	4,004	0
52,940	2	2	2	38	0	2	0	0	0	0	37,357	4,762	34,868	32,264	48,566	8,935	6,614	7,015	3,408	0	731	3,013	1
328,010	2	2	1	58	-1	0	2	-1	0	-1	14,723	79,056	121,555	15,028	7,049	8,246	1,173	1,512	3,992	1,000	1,257	4,001	0
117,160	2	2	2	29	-2	2	0	0	0	0	10,873	9,326	27,624	29,819	33,556	24,506	4,594	369	1,313	29,528	1,559	3,033	0
463,670	1	1	0	28	6	2	7	0	0	0	120,822	41,922	8,277	822	97,469	19,222	1,273	1,407	5,005	2,502	350	515	0
172,050	2	2	1	45	0	0	0	0	0	0	153,182	239,123	61,205	2,420	20,350	69	2,001	1,394	2,216	1,003	3,025	3,742	0
203,550	2	2	1	32	-2	0	0	0	0	0	49,744	24,006	156,038	54,406	1,202	48,046	1,695	0	6,880	0	0	1,000	0
157,460	2	0	2	40	-1	-1	-1	0	0	0	28,322	19,061	171,348	16,433	18,711	4,526	2,001	3,173	999	404	2,299	1,704	0
51,200	1	2	1	54	0	0	0	0	0	0	32,622	28,650	65,367	127,051	8,752	38,460	5,515	2,008	5,526	3,002	3,021	5,131	0
21,930	1	2	2	34	0	0	0	0	0	0	91,953	177,823	1,521	-89	-21	45,138	1,222	1,949	3,359	6,000	8,913	5,479	0
460,910	2	3	2	47	0	0	0	0	0	2	81,009	18,334	19,037	31,379	6,750	41,462	2,706	3,056	1,513	4,576	1,580	1,002	0
481,490	2	2	2	39	7	3	0	0	0	0	27,100	14,384	171,800	3,864	59,203	89	10,359	14,664	8,556	2,002	900	1,000	0
42,230	2	1	1	22	0	0	-1	0	0	0	1,559	71,655	104,243	1,037	90,224	37,172	24,261	2,575	15,961	2,609	697	241	0
354,960	1	2	1	21	2	2	0	0	0	0	-6,032	4,459	93,246	100,145	39,582	48,547	9,425	3,004	10,520	0	14,900	4,183	1
721,160	1	1	1	44	1	-2	6	-1	2	0	160,302	8,026	35,442	7,129	1,855	668	0	0	3,331	5,177	0	502	0
339,200	1	3	1	54	0	2	2	-1	-2	-1	59,277	6,976	95,693	11,066	90	55	1,148	2,473	0	0	0	0	0
708,560	1	2	1	46	0	2	0	0	0	0	10,096	2,379	74,443	1,556	18,888	55,222	0	3,627	1,538	1,002	4,754	0	1
533,550	1	1	2	48	1	2	0	0	-1	0	55,196	128,192	-20,542	19,844	2,534	2,995	2,203	781	816	2,503	308	1,483	1
351,520	1	3	3	55	-1	2	0	-1	-1	-1	29,046	15,030	16,759	369,354	132,342	201,662	3,171	2,001	6,704	231,968	0	1,568	0
76,740	1	5	2	47	-1	-1	-1	-1	0	-1	2,854	50,452	15,853	7,041	113,335	104,849	8,651	1,012	89,170	6,339	489	1,932	0
539,200	1	1	2	65	-1	0	0	0	0	0	275,180	14,921	133,898	109,786	90,194	29,641	2,008	46	1,000	419	1,000	358	0
623,690	2	2	2	53	0	0	0	2	0	0	3,994	692	128,074	2,457	26,375	26,910	640	1,923	314	20	10,110	7,652	0
227,510	1	2	1	36	-1	0	0	0	0	0	10,823	196,581	1,933	14,001	8,037	77,754	5,245	11,681	2,643	5,250	2,005	3,041	0
445,170	2	2	2	54	3	0	2	0	0	0	32,628	4,028	50,679	40,358	7,126	47,576	7,008	1,285	12,184	715	2,846	1,999	0
90,350	1	2	2	42	2	0	-1	-1	-1	-1	414,225	17,731	20,679	52,458	115,303	19,839	7,040	20,665	614	2,013	2,002	0	0
675,680	2	2	1	41	8	2	-1	5	0	0	127	20,624	212,267	10,816	47,223	21,703	8,605	999	742	1,159	2,014	364	1
280,170	2	2	1	39	-1	-1	-1	-1	-1	-1	45,589	2,877	70	128,727	68,868	6,267	1,289	27,061	1,522	2,003	615	7,872	0
414,770	2	1	3	46	0	0	0	0	0	0	76,974	12,556	20,703	1,135	24,534	12,083	1,700	5,027	4,873	602	2,003	3,319	0
187,800	2	6	1	65	0	0	0	0	0	0	34,298	172,719	38,511	38,083	15,566	22,888	1,558	494	1,000	14,603	1,534	546	0
726,510	1	1	1	32	-1	-1	-2	-2	-2	-2	47,787	28	51,977	1,204	105	126,738	0	0	0	0	0	0	0
64,940	2	1	3	49	0	0	0	0	0	0	83,715	4,494	76,102	29,312	9,736	3,988	1,573	7,006	2,324	4,085	3,224	10,170	1

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