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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
10,101	280,000	2	1	1	63	-2	-2	-2	-2	-2	-2	4,108	2,219	4,734	0	1,420	2,705	2,219	4,734	0	1,420	2,705	3,275	0
10,102	410,000	2	3	2	31	-2	-2	-2	-2	-2	-2	0	0	0	0	0	3,932	0	0	0	0	3,932	1,238	0
10,103	30,000	2	2	1	42	2	2	2	0	0	2	4,641	7,071	6,811	6,795	7,342	7,075	2,521	0	245	658	0	268	1
10,104	260,000	1	1	1	40	-1	-1	-1	-1	-1	-1	524	248	552	0	80	121	248	552	0	80	121	219	0
10,105	30,000	2	2	1	51	0	0	0	0	0	0	16,883	17,909	18,920	19,297	19,699	20,091	1,303	1,314	691	713	718	742	0
10,106	10,000	1	2	1	23	1	3	2	2	2	0	8,679	8,399	8,101	8,995	8,216	7,756	0	0	1,000	0	500	500	0
10,107	290,000	1	1	1	41	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
10,108	150,000	2	1	2	37	-1	-1	-2	-2	-2	-2	2,195	0	0	0	0	0	0	0	0	0	0	0	1
10,109	30,000	1	2	1	24	0	0	0	0	0	0	29,416	30,476	30,386	29,769	30,395	30,348	1,540	1,447	1,027	1,066	1,288	1,104	0
10,110	360,000	2	1	2	44	0	0	0	0	0	0	347,696	329,864	322,159	289,377	146,946	130,085	20,000	20,009	30,000	10,000	10,000	10,000	0
10,111	240,000	2	2	1	47	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
10,112	60,000	1	1	2	28	1	-1	0	0	2	2	0	3,132	3,144	3,638	3,436	22,219	3,132	1,053	547	0	19,000	0	1
10,113	50,000	2	2	2	31	0	-1	-1	-2	-1	-1	9,514	2,067	-6	-409	793	2,385	2,100	405	0	2,385	2,385	3,000	0
10,114	50,000	2	1	2	42	-1	-1	-2	-2	-2	-1	1,618	0	0	0	0	3,702	0	0	0	0	3,702	4,817	0
10,115	50,000	1	2	2	29	0	0	0	0	0	0	23,236	19,132	15,138	14,036	14,752	15,445	1,660	1,065	5,000	5,000	5,000	2,000	0
10,116	10,000	1	2	2	24	1	2	2	2	2	2	4,231	5,508	5,271	6,182	5,937	6,838	1,500	0	1,000	0	1,000	0	1
10,117	110,000	2	3	1	48	1	2	0	0	0	2	35,341	24,107	34,090	24,843	18,105	16,952	0	11,412	739	1,560	0	691	1
10,118	220,000	2	1	2	29	1	-1	-1	-1	-1	-1	0	3,003	2,646	1,125	0	3,455	3,003	2,646	1,125	0	3,455	1,000	0
10,119	400,000	2	3	1	44	0	0	0	0	0	0	120,456	113,855	87,798	19,583	20,453	21,309	3,557	2,350	5,700	1,000	1,000	1,000	0
10,120	90,000	2	2	2	26	0	0	0	0	2	2	70,206	71,353	72,707	74,101	72,818	73,940	3,300	3,168	3,143	2,700	3,600	1,700	0
10,121	150,000	2	3	1	48	2	2	2	2	2	2	84,647	76,858	62,650	59,255	45,983	52,986	5,950	0	10,000	0	20,000	0	1
10,122	80,000	2	2	2	26	0	0	0	2	0	0	77,037	71,799	75,743	67,626	69,081	70,772	3,300	5,800	0	2,700	3,000	2,700	0
10,123	50,000	1	3	2	23	0	0	0	-1	-1	-1	7,965	8,404	10,240	170	-220	390	1,500	2,000	170	0	1,000	3,309	0
10,124	50,000	1	2	2	33	0	0	0	0	0	0	48,355	49,715	49,736	17,599	16,753	10,582	2,140	1,161	510	503	500	1,000	0
10,125	20,000	1	2	1	38	2	2	2	2	2	2	6,313	8,625	8,338	9,199	9,378	9,081	2,426	0	1,000	471	0	482	0
10,126	50,000	1	2	2	29	-1	0	0	0	0	0	10,498	8,238	6,411	5,341	3,483	4,093	1,345	1,000	2,000	1,000	1,000	2,000	0
10,127	140,000	2	2	2	27	0	0	0	0	0	0	62,986	64,498	63,093	58,650	54,946	53,773	5,000	3,000	5,000	3,000	3,000	3,000	0
10,128	280,000	2	1	1	36	-1	-1	-1	-1	-1	-2	4,480	2,120	1,627	2,649	0	0	2,120	1,627	2,649	0	0	0	1
10,129	130,000	2	2	1	37	1	2	2	2	0	0	67,612	65,997	70,604	68,904	70,369	71,682	0	6,300	0	2,700	2,600	2,800	1
10,130	70,000	2	1	1	25	1	-2	-2	-1	2	-1	0	0	0	398	248	3,408	0	0	398	0	3,408	1,067	0
10,131	470,000	1	1	1	38	0	0	0	0	0	0	156,454	152,017	153,651	155,381	155,287	160,843	5,526	5,484	5,504	5,655	9,471	5,269	0
10,132	500,000	1	2	2	33	0	0	0	0	0	0	134,503	114,682	124,240	131,006	137,911	119,343	20,031	20,029	20,058	20,127	10,000	10,027	0
10,133	40,000	1	2	2	35	2	0	0	0	0	-2	21,072	20,454	19,977	20,650	0	0	1,504	1,427	1,100	0	0	0	0
10,134	40,000	2	2	1	45	1	2	0	0	0	0	40,910	39,592	40,135	37,403	30,159	27,854	0	2,196	4	603	925	389	0
10,135	50,000	2	1	1	22	-1	0	0	0	0	-1	5,856	8,725	10,000	17,916	6,789	150	3,005	2,700	7,916	0	150	198	0
10,136	40,000	2	1	2	24	-1	2	-1	-1	0	-1	780	390	390	780	390	150	0	390	780	0	150	780	1
10,137	50,000	2	2	2	26	0	0	0	0	0	0	48,457	44,932	20,024	18,830	18,087	17,616	1,351	1,561	628	775	1,602	594	0
10,138	310,000	2	2	2	44	-2	-2	-2	-2	-2	-2	6,571	1,156	1,156	1,889	3,367	2,267	1,156	1,156	1,889	3,367	2,267	0	0
10,139	140,000	2	2	2	34	0	0	2	2	2	0	27,098	29,832	29,354	30,609	29,981	30,581	3,485	300	2,038	0	1,100	2,570	1
10,140	80,000	2	2	2	27	0	0	0	-1	0	0	36,406	31,472	10,246	20,202	20,077	20,247	2,000	5,056	20,202	726	891	10,000	1
10,141	210,000	1	2	2	26	1	-2	-2	-2	-1	3	0	0	0	0	1,290	990	0	0	0	1,290	0	0	1
10,142	50,000	2	1	2	23	0	0	0	0	0	0	18,975	19,763	21,081	21,432	21,933	22,569	1,400	1,649	1,000	1,000	1,000	1,200	0
10,143	400,000	1	1	2	39	2	2	2	2	2	2	50,747	49,666	52,727	51,286	55,077	55,500	0	4,500	0	4,800	1,600	0	0
10,144	60,000	2	2	1	36	0	0	0	0	-1	0	57,262	27,275	22,095	14,293	12,217	16,170	5,816	1,000	5,000	12,217	8,000	1,100	0
10,145	160,000	2	3	2	54	1	-2	-2	-1	-1	-2	0	0	0	1,690	0	0	0	0	1,690	0	0	0	0
10,146	400,000	1	1	2	31	1	-2	-1	0	0	0	-166	-490	29,186	30,789	7,879	13,928	1	30,001	2,128	3,009	8,006	1,028	0
10,147	450,000	2	1	1	46	-1	-1	-1	-1	-1	-1	28,205	3,760	4,148	2,312	6,909	4,189	3,793	4,148	2,312	6,909	4,189	1,539	1
10,148	20,000	2	3	2	35	0	0	0	2	0	0	10,704	11,352	13,297	12,418	12,581	12,305	1,517	2,852	0	500	700	500	0
10,149	50,000	2	2	1	47	0	0	0	0	2	2	47,500	46,937	44,681	47,537	46,644	49,765	2,700	2,000	3,600	0	3,890	0	0
10,150	200,000	2	2	1	41	-2	-2	-2	-2	-2	-2	23,570	735	0	0	0	0	742	0	0	0	0	0	1
10,151	160,000	1	1	2	42	-2	-2	-2	-2	-2	-2	51,997	0	0	0	0	0	0	0	0	0	0	0	0
10,152	60,000	2	2	2	48	2	3	2	3	2	2	60,717	59,183	62,075	60,501	61,808	60,668	0	4,500	0	2,400	0	2,200	1
10,153	280,000	2	2	2	30	-1	-1	-1	-1	-1	-1	3,510	-32	4,628	2,589	3,120	4,334	0	4,660	2,601	3,135	4,354	3,027	0
10,154	200,000	2	2	2	28	-1	-1	-2	-2	-2	-2	1,243	0	0	0	0	0	0	0	0	0	0	1,434	0
10,155	100,000	1	2	1	56	0	0	0	0	0	0	96,392	87,986	89,230	90,745	92,774	101,275	4,424	3,600	3,000	3,200	9,800	0	0
10,156	10,000	2	1	2	22	0	0	0	2	2	2	6,579	7,611	8,926	8,634	9,442	9,144	1,300	1,602	0	948	0	484	1
10,157	80,000	1	1	2	28	0	0	0	0	0	0	49,740	48,501	48,117	48,502	48,610	49,650	2,000	2,000	2,000	1,800	1,800	2,000	1
10,158	440,000	1	1	2	35	0	0	0	0	0	0	421,895	413,687	420,892	352,705	359,770	351,535	15,100	16,076	12,445	13,183	12,874	12,146	1
10,159	500,000	2	2	2	36	-2	-2	-2	-2	-2	-2	11,168	9,287	9,963	17,145	7,645	16,079	9,287	9,963	17,223	7,645	16,079	11,288	0
10,160	20,000	1	3	2	24	0	0	0	0	0	-2	14,628	16,391	18,045	18,055	0	0	3,000	2,000	1,000	0	0	0	0
10,161	500,000	2	1	2	30	-1	-1	-1	-1	-1	-1	5,800	7,210	229	3,377	441	24,116	7,210	229	3,377	441	24,116	0	0
10,162	30,000	1	1	2	24	-1	-1	-1	-1	-1	-1	8,217	3,000	0	504	279	254	5,000	0	504	300	500	1,000	0
10,163	180,000	2	1	2	32	2	-1	-1	-1	-1	-1	326	2,241	2,579	326	1,005	625	2,241	2,583	326	1,005	625	605	0
10,164	120,000	2	1	2	23	0	0	0	0	0	0	100,904	91,354	160,932	54,967	42,017	30,455	6,629	3,117	1,551	2,000	1,273	2,000	0
10,165	120,000	2	3	2	50	0	-1	0	0	0	0	149,540	118,675	120,047	100,637	79,613	79,286	125,000	4,065	4,000	3,000	3,000	3,000	1
10,166	140,000	1	2	1	40	0	0	0	0	0	0	77,356	80,113	82,083	83,029	84,737	94,101	4,000	3,900	3,200	3,200	10,800	0	0
10,167	60,000	1	2	2	26	0	0	0	0	2	0	23,146	23,868	26,447	28,109	28,720	28,308	1,400	3,000	2,100	1,200	1,200	2,000	1
10,168	10,000	2	2	2	22	-1	-1	-1	-1	-1	-1	528	0	264	264	264	264	0	264	264	264	264	1,056	1
10,169	120,000	2	1	1	39	0	0	0	0	0	-1	51,662	30,285	24,879	29,479	27,553	14,587	10,000	6,000	5,000	7,553	14,587	1,706	0
10,170	70,000	2	2	2	26	0	0	2	0	0	0	28,986	30,609	31,301	31,980	32,813	33,614	2,400	1,500	1,500	1,500	1,500	1,500	0
10,171	330,000	2	1	2	28	1	-2	-2	-2	-2	-2	0	1,056	2,006	-2	1,683	1,382	1,056	2,014	0	1,685	1,388	967	0
10,172	70,000	2	2	2	40	0	0	0	0	0	0	65,059	65,204	55,018	27,430	25,498	27,678	3,141	7,000	5,505	3,000	4,000	5,000	0
10,173	410,000	2	3	1	48	-1	-1	-1	-1	-1	-1	6,578	43,564	16,813	11,080	16,595	15,843	43,821	16,865	11,100	16,615	15,866	1,547	0
10,174	360,000	1	1	1	57	-1	-1	-1	-1	-1	-1	2,505	4,070	3,307	0	380	2,566	4,070	3,307	0	380	2,566	166	0
10,175	200,000	1	1	2	28	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	597	0
10,176	20,000	2	3	1	34	-1	-1	-1	-1	-1	-2	1,030	4,177	1,786	1,050	0	0	4,177	1,786	1,050	0	0	0	0
10,177	90,000	2	3	1	49	-1	2	2	0	0	0	69,380	70,886	69,402	1,332	1,604	958	2,800	0	0	272	166	3,756	0
10,178	60,000	2	2	1	30	0	0	0	0	0	0	36,082	37,127	38,117	38,874	38,667	39,544	1,628	1,618	1,375	1,403	1,520	1,205	0
10,179	120,000	1	1	2	34	1	-1	-1	-2	-1	2	-325	279	-117	-513	1,091	545	1,000	0	0	2,000	0	550	0
10,180	210,000	2	1	2	30	1	-2	-2	-1	-1	-1	0	0	0	830	0	10,533	0	0	830	0	10,533	13,877	0
10,181	40,000	2	2	2	25	2	0	0	0	2	2	25,741	26,772	27,794	29,333	29,816	30,577	1,750	1,772	2,311	1,100	1,400	0	1
10,182	130,000	2	3	1	42	0	0	0	0	0	0	105,406	95,012	83,245	76,631	75,607	73,006	4,349	3,000	2,410	7,639	12,962	2,889	0
10,183	150,000	2	1	2	38	-1	-1	-2	-2	-2	-2	675	0	0	0	0	0	0	0	0	0	0	0	0
10,184	30,000	1	2	1	39	1	2	2	0	0	2	22,595	24,928	24,230	26,811	28,702	28,092	3,000	0	3,000	2,327	0	1,200	1
10,185	380,000	1	3	1	52	2	0	0	0	0	2	390,409	369,065	375,150	383,319	385,813	365,587	15,353	14,219	15,022	29,000	0	27,000	0
10,186	150,000	2	3	1	40	0	0	0	0	0	0	56,690	58,775	62,769	64,233	65,704	69,835	3,606	5,600	2,500	2,500	5,400	2,600	1
10,187	50,000	2	1	2	22	2	2	2	0	0	0	41,632	44,069	37,395	32,284	32,805	33,751	3,509	0	1,302	1,191	1,492	1,949	1
10,188	170,000	1	1	2	27	0	0	0	0	0	0	17,066	20,456	24,644	25,739	30,372	34,924	4,000	5,000	5,000	5,000	5,000	5,000	0
10,189	360,000	1	3	1	41	-1	-1	-1	-1	-1	-1	498	498	498	498	498	498	498	498	498	498	498	498	1
10,190	500,000	2	1	1	38	0	0	0	0	0	0	238,708	313,903	323,841	319,331	316,208	304,388	90,012	28,000	15,000	9,494	108,914	18,200	0
10,191	200,000	2	1	2	36	1	-2	-1	-1	-1	-1	12,099	0	1,540	0	3,045	0	0	1,540	0	3,045	0	0	0
10,192	240,000	2	1	1	33	-1	0	0	0	0	0	30,973	32,008	32,889	33,410	34,327	34,500	1,537	1,418	939	1,193	690	0	0
10,193	210,000	2	2	1	38	-1	-1	-1	-1	-1	-1	142	307	307	614	307	307	307	307	307	614	307	307	0
10,194	110,000	2	2	1	28	0	0	0	0	0	2	66,831	62,435	59,977	59,411	55,112	45,025	3,021	2,800	2,710	5,227	0	1,900	0
10,195	10,000	1	3	1	46	-1	2	2	4	3	2	6,277	7,019	9,557	9,269	8,836	8,548	1,000	2,819	0	0	0	250	1
10,196	180,000	2	1	2	34	-1	-1	-2	-2	-2	-2	1,599	0	0	0	0	0	0	0	0	0	0	0	0
10,197	50,000	2	2	1	41	2	3	2	2	2	2	29,463	28,715	28,950	29,684	29,078	29,944	0	1,000	1,500	0	1,500	2,100	0
10,198	180,000	1	1	2	32	0	0	0	0	0	0	63,461	54,673	53,358	41,379	32,620	19,061	3,018	3,071	3,042	1,161	3,023	32	0
10,199	40,000	2	2	2	24	0	0	0	0	0	0	38,221	34,975	19,606	21,272	22,923	24,539	3,107	3,000	2,000	2,000	2,000	0	1
10,200	50,000	1	1	2	25	-1	-1	-1	-1	-1	-1	910	1,597	997	-3	999	491	1,607	1,000	0	1,002	492	3,243	0

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