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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
10,501	70,000	1	2	2	32	0	0	0	0	0	0	66,982	68,817	60,607	28,622	24,485	18,419	3,036	2,264	858	797	814	2,003	0
10,502	50,000	2	2	1	37	0	0	0	0	0	0	51,734	51,665	51,105	47,494	31,375	30,781	2,003	1,680	1,860	1,061	1,392	8,000	0
10,503	350,000	2	2	2	33	0	0	0	0	0	0	341,200	328,857	324,873	300,004	306,269	273,732	14,000	12,000	10,400	12,000	12,000	9,000	1
10,504	200,000	1	1	2	32	0	0	-2	-2	-2	-1	10,532	0	0	0	0	2,842	0	0	0	0	2,842	204,297	0
10,505	340,000	1	2	2	29	-1	-1	0	0	-1	2	5,060	7,604	14,900	0	2,650	1,000	7,604	10,000	0	2,650	0	1,000	0
10,506	50,000	1	2	2	25	0	0	0	0	0	0	24,724	25,895	23,627	24,827	25,521	26,523	2,000	2,000	2,000	1,500	2,000	2,000	0
10,507	20,000	2	2	2	22	0	0	2	2	2	2	15,189	17,802	17,219	18,377	17,941	19,572	2,869	0	1,444	0	1,933	0	1
10,508	360,000	2	1	2	34	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
10,509	140,000	1	1	2	29	0	0	0	0	0	0	29,785	32,140	34,002	23,567	24,377	4,327	4,000	3,000	3,000	1,000	1,000	2,000	0
10,510	150,000	1	2	1	39	2	2	0	0	0	2	117,485	114,166	116,491	118,839	126,102	123,914	0	4,225	4,282	9,207	0	4,679	1
10,511	100,000	2	1	1	35	0	0	2	0	0	0	98,899	102,435	98,188	97,189	97,013	96,950	8,800	0	3,600	3,500	3,700	3,443	1
10,512	460,000	1	1	1	44	-1	-1	-1	0	-1	-1	1,762	3,152	531	522	4,434	9,767	3,152	531	500	4,434	9,767	0	0
10,513	150,000	2	2	1	34	1	2	2	0	0	0	147,833	148,066	142,163	135,075	135,309	135,165	6,130	27	4,610	5,000	5,000	3,760	0
10,514	290,000	2	1	1	39	-2	-2	-2	-2	-2	-2	79,298	-40	122,380	0	32,720	-200	0	122,420	0	32,720	200	0	0
10,515	240,000	2	2	1	35	0	0	0	0	2	2	109,226	110,226	111,030	114,584	115,681	112,528	5,500	5,400	8,000	4,179	0	4,000	0
10,516	210,000	2	1	2	41	-1	0	0	0	0	0	779	11,040	12,471	13,684	15,356	16,337	11,000	2,200	2,000	2,000	2,000	2,000	0
10,517	350,000	2	2	2	33	0	0	0	0	0	0	293,303	338,272	177,483	182,381	194,678	215,024	50,070	10,000	8,000	15,036	30,050	8,110	0
10,518	280,000	2	3	1	37	-1	-1	2	-1	-1	-1	4,591	38,854	15,287	14,201	26,133	4,504	38,979	16	14,201	26,133	4,504	10,748	0
10,519	150,000	1	2	1	43	0	0	0	0	0	0	105,416	106,773	106,500	104,670	55,442	55,936	5,800	4,648	2,000	2,889	2,700	94,000	0
10,520	170,000	2	2	1	29	-1	-1	-1	-1	0	-1	7,383	23,400	49,771	30,929	31,429	14,170	23,518	50,026	31,023	20,157	14,233	22,818	0
10,521	50,000	1	3	1	40	1	2	0	0	0	0	24,091	13,698	14,908	15,033	15,705	11,616	0	1,475	600	1,000	500	570	0
10,522	100,000	1	2	1	51	3	4	3	2	2	2	56,002	55,557	54,083	54,601	55,585	57,027	1,000	0	2,000	2,000	2,500	0	1
10,523	50,000	1	2	2	24	0	0	0	0	0	0	47,578	33,666	16,177	16,607	17,186	17,749	2,000	2,000	1,000	1,000	1,000	1,000	0
10,524	230,000	2	2	1	33	1	-2	-2	-1	-1	-2	0	0	0	1,990	0	0	0	0	1,990	0	0	0	1
10,525	90,000	1	2	2	28	2	0	0	0	0	0	33,382	35,526	37,513	38,637	44,088	35,705	3,000	3,000	3,000	10,000	3,000	2,000	1
10,526	20,000	1	2	2	24	1	2	-1	0	-1	-1	12,060	11,047	780	390	12,246	12,409	0	780	0	12,246	911	0	0
10,527	260,000	2	2	2	40	-1	-1	-2	-2	-2	-2	1,022	1,085	0	0	0	0	1,085	0	0	0	0	300	0
10,528	290,000	2	1	1	40	-1	-1	-2	-2	-2	-2	636	6,732	0	3,692	0	1,957	6,732	0	3,692	0	1,957	0	1
10,529	50,000	2	2	1	34	1	2	0	0	0	0	49,378	48,052	48,573	28,902	28,205	30,388	0	2,033	1,119	985	2,000	4,000	0
10,530	60,000	2	3	2	42	0	0	0	0	0	0	54,216	27,596	28,772	19,067	19,467	9,247	4,000	2,000	1,000	1,000	331	343	0
10,531	180,000	2	2	1	36	-1	-1	-1	-2	-2	-2	787	398	0	0	0	0	398	0	0	0	0	0	0
10,532	250,000	2	2	1	43	0	0	0	0	0	0	82,650	81,977	24,585	16,753	17,113	17,298	3,503	1,553	1,000	1,000	1,000	1,382	0
10,533	90,000	1	1	1	29	0	0	0	0	0	0	82,410	85,150	81,812	76,424	77,086	77,634	8,000	3,000	3,100	3,000	3,000	2,500	0
10,534	10,000	2	3	1	52	2	2	2	2	2	2	3,475	4,366	4,148	4,579	4,360	4,787	1,100	0	500	0	500	0	0
10,535	290,000	2	1	1	37	0	0	0	0	0	-1	54,966	41,327	24,872	20,318	26,030	7,258	4,020	8,000	0	16,000	7,258	10,000	0
10,536	80,000	2	2	2	27	0	0	0	0	0	0	79,534	81,391	77,033	47,413	48,650	49,841	3,174	2,308	3,400	2,000	2,000	14,410	0
10,537	30,000	2	2	2	25	2	2	2	2	3	2	300	300	300	1,126	826	676	0	0	828	0	0	31,496	0
10,538	200,000	2	2	1	37	-1	-1	-1	0	-1	-1	24,779	8,313	1,951	1,951	3,124	3,259	8,318	1,951	0	3,124	3,259	0	0
10,539	50,000	2	3	1	56	0	0	0	0	0	0	63,348	62,934	60,513	18,712	17,015	20,284	2,400	2,500	1,000	1,000	5,000	2,000	0
10,540	220,000	1	2	1	47	4	3	2	2	2	2	216,591	197,022	198,088	187,000	179,703	174,571	0	6,000	0	14,004	0	7,000	1
10,541	430,000	1	2	1	48	0	0	0	0	0	0	32,263	32,802	25,645	25,045	25,568	26,144	1,794	2,399	884	914	987	869	0
10,542	50,000	2	2	1	27	0	0	0	-1	0	0	48,945	36,467	18,890	30,288	30,003	29,763	1,819	2,664	31,057	1,064	1,073	1,043	1
10,543	410,000	1	1	2	33	-2	-2	-2	-1	-1	-1	333	333	333	1,019	2,218	1,216	333	333	1,019	2,218	1,216	1,019	0
10,544	50,000	2	2	1	39	-1	2	2	2	0	0	23,912	23,242	25,451	24,743	25,263	25,763	0	2,600	0	918	921	1,127	0
10,545	110,000	1	2	2	47	0	0	0	0	0	0	72,897	72,755	71,698	72,418	72,293	73,954	3,290	3,200	2,700	2,800	3,000	2,650	0
10,546	50,000	1	1	2	28	1	2	0	0	0	-1	50,146	47,918	48,866	4,372	-1,203	49,830	0	2,400	1,000	0	51,830	0	0
10,547	30,000	2	3	3	56	3	2	2	2	2	2	26,551	25,844	27,574	28,420	29,318	28,704	0	2,478	1,600	1,498	0	1,100	1
10,548	80,000	2	1	1	25	3	2	2	2	3	3	6,269	7,212	7,246	8,073	8,349	8,420	1,200	300	1,100	700	500	0	1
10,549	230,000	1	2	1	39	-1	-1	-1	-1	-1	-1	8,681	8,681	8,888	4,932	10,986	5,081	8,681	8,888	4,932	10,986	5,081	4,321	0
10,550	300,000	1	2	1	66	0	0	0	0	0	0	259,513	257,866	261,088	257,288	256,369	212,395	10,000	15,000	9,500	11,000	9,000	6,000	1
10,551	230,000	2	2	2	28	0	0	0	0	0	0	23,063	14,024	11,825	14,765	12,383	10,008	2,000	2,000	5,000	1,000	2,000	1,000	0
10,552	220,000	1	1	1	36	-1	-1	-2	-2	-2	-2	769	0	0	0	0	0	0	0	0	0	0	863	0
10,553	200,000	2	1	2	26	0	0	0	0	0	0	199,649	202,127	198,168	189,696	192,462	194,025	7,263	7,266	7,000	7,940	7,009	7,000	0
10,554	130,000	2	1	2	30	2	0	0	2	0	0	112,822	115,526	123,658	120,259	121,205	124,778	4,527	10,122	1	4,355	8,918	0	1
10,555	20,000	1	1	2	25	0	0	0	0	0	0	17,263	17,581	19,670	16,730	18,757	12,875	4,321	5,200	350	4,500	1,000	4,500	0
10,556	400,000	2	1	2	31	0	-1	-1	0	-1	0	7,912	4,220	3,364	2,832	34,967	38,706	4,220	3,364	2,500	34,967	10,000	22,600	0
10,557	230,000	2	1	2	29	0	0	0	0	0	0	31,206	28,395	29,127	25,446	26,141	26,852	1,500	1,500	1,000	1,100	1,300	710	0
10,558	30,000	1	2	1	36	0	0	0	0	0	0	6,727	5,023	6,714	8,714	9,514	3,300	2,000	2,000	2,000	5,000	0	0	0
10,559	190,000	1	2	1	44	0	0	0	0	0	0	197,494	194,913	192,896	116,537	112,086	108,660	7,200	8,000	4,100	4,000	5,000	7,000	0
10,560	220,000	2	1	2	27	-1	-1	-1	0	0	-1	471	5,261	16,436	16,071	96	480	5,272	17,571	0	0	549	0	0
10,561	20,000	1	2	2	30	0	0	0	0	0	0	19,149	20,221	19,812	10,717	13,534	15,298	1,392	1,201	1,000	3,000	2,000	399	0
10,562	280,000	2	2	2	29	-2	-2	-2	-2	-2	-1	0	0	0	0	0	5,017	0	0	0	0	5,017	101	0
10,563	190,000	1	2	1	36	0	0	0	0	0	0	79,584	83,108	82,179	80,874	81,720	87,685	7,007	2,912	2,871	3,501	8,001	3,234	0
10,564	260,000	1	1	2	36	-1	-1	-1	-2	-2	-2	5,877	427	-73	-73	-73	-73	10,000	0	0	0	0	0	0
10,565	80,000	2	2	1	34	0	0	0	2	0	0	63,343	65,325	69,261	67,551	71,282	72,942	3,000	5,631	0	5,000	3,000	4,500	0
10,566	60,000	2	2	2	24	-1	0	0	0	0	0	57,147	58,104	58,311	58,828	58,945	57,918	3,000	3,000	2,500	2,100	4,000	2,100	0
10,567	80,000	1	3	1	52	-1	0	0	0	0	0	35,861	18,521	19,385	20,561	21,261	21,457	1,500	1,500	1,500	1,028	876	1,449	0
10,568	360,000	2	1	1	36	-1	-1	0	0	-1	2	15,521	36,003	51,414	17,993	11,546	9,771	36,011	20,094	1,000	11,546	0	306	1
10,569	350,000	2	2	1	33	-1	-1	-2	-2	-2	-1	598	0	0	0	0	687	0	0	0	0	687	18,296	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
10,571	360,000	2	1	1	40	-1	-1	-2	-1	-1	-1	10,210	-1,814	-11,035	12,319	6,050	2,125	0	0	32,319	6,050	2,125	35,860	0
10,572	100,000	2	3	2	41	-1	-1	-1	-1	0	-1	7,432	1,633	2,043	4,830	3,535	4,307	1,633	2,043	4,830	0	4,307	0	1
10,573	360,000	2	1	2	29	-1	-1	-2	-2	-2	-1	1,498	0	0	0	0	902	0	0	0	0	902	0	0
10,574	120,000	2	1	2	31	-1	-1	-1	0	-1	0	388	-26	74	374	1,549	7,101	0	100	300	1,584	7,010	4,500	0
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
10,576	100,000	1	1	2	31	2	2	2	2	2	2	84,886	86,729	87,706	88,859	90,685	92,736	4,100	3,300	3,500	3,400	3,700	4,000	1
10,577	60,000	1	2	2	22	0	0	0	0	0	-1	60,103	52,193	44,934	17,769	10,400	1,760	3,033	2,093	560	600	1,760	17,933	0
10,578	240,000	2	1	2	28	-1	2	2	-1	-1	-2	5,018	2,300	0	2,500	0	0	0	200	2,500	0	0	0	1
10,579	70,000	2	1	2	25	0	0	0	0	0	0	67,906	68,201	69,003	70,146	71,592	66,053	2,519	2,371	2,544	3,000	1,866	1,266	0
10,580	360,000	2	1	2	31	-2	-2	-2	-2	-2	-2	12,521	18,746	47,535	186	38,169	2,665	18,843	48,271	187	38,359	2,678	6,169	0
10,581	290,000	1	1	1	47	-2	-2	-2	-2	-2	-2	3,700	18,019	4,516	8,140	59,512	2,716	18,035	4,516	8,140	59,512	2,716	3,516	0
10,582	90,000	2	1	2	24	0	0	0	0	0	0	85,365	88,054	90,370	26,420	27,398	28,295	4,054	4,444	1,420	1,398	1,345	3,265	0
10,583	80,000	2	3	2	54	0	0	0	-1	-1	-1	12,011	10,484	12,190	4,000	0	4,000	3,794	6,000	6,500	0	4,000	0	0
10,584	50,000	1	2	2	38	1	2	0	0	0	0	28,651	24,587	25,468	31,488	68,450	31,036	0	5,000	10,000	5,000	2,500	0	0
10,585	50,000	2	3	2	54	0	0	0	0	0	0	48,065	48,968	47,368	9,515	9,483	9,292	2,082	1,672	500	500	355	264	0
10,586	160,000	2	2	1	45	-1	-1	-1	-1	-1	-1	19,477	10,477	7,396	5,224	16,989	1,640	10,528	7,433	5,245	17,053	1,647	30,028	0
10,587	120,000	2	3	2	53	2	0	0	2	0	0	66,963	68,780	70,830	71,557	73,052	74,502	3,500	3,800	2,500	2,804	2,820	3,000	1
10,588	500,000	2	1	2	27	0	0	0	0	0	0	78,335	61,234	55,446	47,208	32,019	22,318	2,315	2,599	1,500	2,019	1,200	1,784	0
10,589	50,000	2	2	2	24	-1	-1	-1	0	-1	-1	1,572	1,572	6,561	5,091	353	26,864	1,572	6,561	102	353	27,000	1,000	0
10,590	50,000	1	2	2	28	0	0	0	0	0	0	35,277	34,627	35,096	9,657	9,617	9,404	1,800	1,600	500	500	341	500	1
10,591	50,000	1	2	2	28	0	0	0	0	0	0	2,940	3,989	5,116	4,425	6,353	15,829	1,100	1,205	2,000	2,000	10,000	1,000	0
10,592	210,000	2	1	2	33	-1	-1	-1	-1	-1	-1	591	1,053	2,989	2,046	17,239	3,680	1,053	2,992	2,046	17,239	3,680	0	0
10,593	80,000	1	2	2	26	0	0	0	-2	-2	-2	5,844	6,700	0	0	0	0	1,067	0	0	0	0	0	0
10,594	20,000	1	1	2	31	0	0	0	2	2	2	12,761	13,481	15,322	14,779	15,543	16,139	1,229	2,070	0	1,000	1,000	0	0
10,595	310,000	2	1	1	34	-1	-1	-1	0	-1	-1	455	455	1,415	883	883	1,033	455	1,415	0	883	1,033	883	1
10,596	150,000	2	1	1	29	0	0	2	0	0	0	18,231	20,625	17,443	21,649	22,045	18,814	3,000	2	5,000	2,000	1,500	2,107	0
10,597	50,000	2	2	1	50	0	0	0	0	0	0	48,926	45,156	27,762	19,238	15,585	15,892	2,036	1,243	3,991	712	715	582	1
10,598	100,000	1	3	1	30	2	2	2	2	0	0	68,436	66,783	74,555	72,759	74,131	75,603	0	9,557	0	2,700	2,707	3,120	1
10,599	150,000	1	5	2	31	-2	-2	-2	-2	-2	-2	136,692	91,815	0	0	0	0	2,000	0	0	0	0	0	0
10,600	50,000	1	2	2	23	1	2	0	0	0	0	6,226	5,981	6,870	7,038	2,268	5,051	0	1,032	200	285	3,000	2,000	0

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