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train · 24k rows

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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 int64
1,135	20,000	1	2	2	28	1	2	2	2	0	0	15,764	15,718	17,164	16,594	18,158	19,554	500	2,000	0	2,000	1,700	0	0
1,136	60,000	2	2	2	31	0	0	0	0	2	0	59,643	61,279	61,017	30,117	29,526	29,201	3,200	2,535	2,331	0	1,073	2,134	0
1,137	50,000	1	2	2	31	-1	-1	-1	0	0	-1	2,522	0	18,171	17,051	390	16,526	0	18,171	341	0	16,526	324	0
1,139	130,000	2	3	1	44	0	0	0	0	0	2	109,006	110,256	113,283	101,247	96,939	81,977	4,500	5,000	4,000	10,600	0	2,300	0
1,141	20,000	1	2	2	25	0	0	0	-2	-1	0	3,400	4,129	0	0	3,244	3,314	1,000	0	0	3,244	124	66	0
1,142	30,000	2	1	2	25	0	0	2	0	0	2	19,801	20,449	19,798	20,217	21,435	19,239	3,000	0	700	1,500	0	323	0
1,144	140,000	2	2	1	24	-1	-1	-2	-2	-1	-1	2,515	0	0	0	2,243	5,530	0	0	0	2,243	5,530	4,441	0
1,145	100,000	2	2	1	35	2	0	0	2	2	0	98,845	95,265	98,571	99,322	96,661	95,951	4,600	8,002	4,003	2	4,005	4,000	1
1,146	240,000	1	2	1	32	2	2	2	0	0	0	127,418	135,942	132,640	135,320	138,523	141,618	10,400	0	4,500	5,000	5,000	5,000	1
1,147	70,000	2	1	2	31	2	2	7	7	7	7	2,400	2,400	2,400	2,400	2,400	2,400	0	0	0	0	0	0	1
1,149	140,000	2	1	2	30	1	2	0	0	0	0	149,389	145,757	144,229	144,470	144,386	120,586	0	5,350	5,555	5,836	4,191	4,341	0
1,150	50,000	1	2	1	52	-1	2	0	0	0	0	2,072	1,532	3,106	2,721	780	0	0	2,000	5	0	0	0	0
1,151	210,000	2	2	1	36	-1	-1	-1	0	-1	-1	396	590	2,042	1,646	396	396	590	2,042	0	396	396	396	0
1,152	280,000	1	1	2	30	1	2	2	0	0	0	191,493	187,913	169,223	153,063	133,490	130,377	1,000	7,600	5,949	6,000	5,200	5,117	0
1,153	180,000	2	2	2	42	2	2	2	2	2	2	50,420	51,818	52,372	52,917	54,123	55,176	2,500	2,000	2,000	2,200	2,100	2,200	1
1,154	150,000	2	1	2	30	-1	0	-1	0	-1	-1	10,705	5,416	5,162	4,068	249	249	1,000	5,162	1,000	249	249	5,565	0
1,155	20,000	1	3	1	47	1	2	0	0	0	2	19,739	19,137	19,857	15,422	19,279	9,537	0	1,200	0	9,537	0	0	0
1,156	350,000	2	2	1	29	-1	-1	-1	-1	-1	-1	8,760	5,882	9,845	4,677	5,767	6,532	5,932	9,908	4,692	5,787	6,548	4,863	0
1,157	130,000	2	1	2	23	-1	-1	-1	0	-1	0	3,820	2,640	30,403	9,630	7,120	3,940	2,640	30,403	193	7,120	79	9,589	0
1,158	470,000	1	3	1	39	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	789	0
1,159	340,000	2	2	1	48	-1	-1	-1	0	0	-1	4,052	0	4,105	2,895	2,895	2,360	0	4,105	0	0	2,360	1,090	0
1,161	70,000	1	1	2	33	0	0	0	0	-2	-2	70,524	70,740	46,740	0	0	0	2,500	2,000	0	0	0	0	0
1,162	230,000	2	2	1	44	-2	-2	-2	-2	-2	-2	5,990	1,677	2,920	2,683	1,674	3,273	1,677	2,920	2,683	1,674	3,273	2,749	0
1,163	180,000	2	2	1	36	0	0	0	-2	-1	0	21,494	25,600	0	0	36,565	37,353	5,000	0	0	36,565	1,548	1,000	0
1,164	210,000	2	2	1	39	0	0	0	0	0	-1	26,749	34,451	25,200	19,850	15,530	13,021	14,000	3,007	5,000	1,000	13,021	22,171	0
1,165	20,000	1	2	2	24	-1	-1	-1	-1	-1	-1	780	0	390	390	780	0	0	390	390	780	0	0	0
1,166	140,000	2	2	2	25	2	0	0	-1	-1	0	137,606	140,557	111,000	3,238	89,437	91,136	6,000	3,200	3,238	89,437	3,228	3,000	0
1,168	50,000	2	3	1	59	0	0	0	0	0	0	47,822	36,488	36,811	13,234	11,543	10,751	2,009	2,000	556	378	619	5,000	0
1,170	30,000	2	3	2	48	0	0	0	0	0	0	1,445	3,410	5,338	7,239	9,112	10,949	2,000	2,000	2,000	2,000	2,000	2,000	0
1,171	140,000	2	1	2	28	0	0	2	0	0	0	9,305	13,614	13,103	14,077	15,189	16,275	4,800	0	1,500	1,500	1,500	1,500	1
1,172	80,000	1	3	1	62	-1	-1	-1	-1	-1	-1	1,262	1,642	1,975	672	5,112	3,932	1,642	1,975	672	5,112	3,932	20,289	0
1,175	140,000	2	2	1	29	0	0	0	0	0	0	81,764	92,071	43,777	22,806	12,643	29,707	20,167	5,000	28,800	2,000	20,007	10,009	1
1,176	180,000	1	2	2	25	2	2	2	0	0	0	10,022	12,847	12,351	12,350	12,608	12,892	3,000	0	500	455	491	500	1
1,177	50,000	2	2	2	35	0	0	0	0	0	0	14,536	15,694	16,431	17,056	17,581	18,089	1,700	1,300	900	800	800	900	0
1,178	170,000	2	2	2	27	0	0	0	0	0	0	97,474	78,520	80,131	70,788	68,927	70,678	2,932	3,000	2,500	3,000	2,900	2,918	0
1,179	50,000	1	2	2	38	0	0	0	0	0	0	50,958	50,889	49,697	9,176	9,368	9,554	2,042	1,150	329	340	342	354	0
1,180	50,000	1	2	2	24	0	0	0	0	0	0	49,144	20,818	17,890	18,310	17,931	18,633	1,500	1,300	700	1,000	1,000	1,000	0
1,181	300,000	1	2	1	29	-1	-1	-2	-2	-2	-2	1,874	-200	-200	-200	-200	-200	0	0	0	0	0	0	0
1,183	90,000	2	2	1	55	2	2	0	0	0	0	81,998	83,674	80,890	31,565	33,049	22,694	4,003	3,000	3,000	3,000	2,000	2,000	1
1,184	200,000	2	1	2	29	0	0	0	0	0	0	194,241	193,425	196,537	195,268	192,829	192,499	12,000	8,500	7,000	10,000	10,000	10,000	0
1,185	460,000	1	1	2	29	0	0	0	0	0	0	410,033	385,394	325,663	324,067	324,749	327,929	16,088	13,039	11,127	11,017	11,110	11,113	0
1,186	10,000	1	2	2	23	0	0	0	0	0	-2	3,714	4,158	4,654	3,080	0	0	1,104	1,000	31	0	0	0	0
1,187	20,000	1	2	1	30	-1	-1	0	0	-1	-1	1,261	2,835	2,522	1,261	1,261	930	2,835	1,000	0	1,261	930	540	1
1,188	50,000	2	2	1	50	-1	-1	-1	-1	-2	-1	1,232	1,846	697	364	0	760	1,846	697	364	0	760	5,862	0
1,189	480,000	2	2	1	38	0	0	0	0	0	0	90,258	76,099	56,776	37,484	37,906	18,387	30,000	1,708	1,292	1,010	772	705	0
1,191	240,000	2	1	2	29	0	0	0	0	0	-2	3,093	2,322	8,186	3,980	0	0	2,000	2,020	2,500	0	0	85	0
1,192	250,000	1	1	2	38	-2	-2	-2	-2	-2	-2	584	3,291	8,660	7,495	1,120	62	3,307	8,703	7,532	1,125	62	7,718	0
1,194	200,000	1	1	1	37	0	0	0	0	0	0	123,337	11,148	19,165	21,171	17,762	23,670	11,202	19,275	22,304	23,850	23,784	84,430	0
1,195	100,000	2	3	1	66	0	0	0	0	0	0	100,036	100,041	100,402	97,141	97,143	97,532	4,702	4,617	3,600	3,865	3,850	3,705	0
1,196	160,000	2	1	1	39	-2	-2	-2	-2	-2	-2	710	666	403	1,650	336	790	666	403	1,650	336	790	1,141	0
1,197	80,000	2	2	1	45	0	0	0	0	0	0	81,841	74,516	69,485	30,396	30,595	29,033	4,100	2,507	2,140	2,000	1,500	1,000	0
1,198	130,000	1	2	1	44	-1	2	0	0	0	0	29,547	23,154	18,637	14,691	8,769	4,166	0	1,500	486	303	83	780	0
1,199	340,000	2	3	2	44	0	0	0	0	0	0	142,836	145,125	146,682	150,407	147,868	149,349	7,000	5,500	6,027	5,328	5,390	6,047	1
1,200	360,000	1	1	1	36	-2	-1	-1	-1	-2	-2	0	394	11,142	0	0	0	394	11,253	0	0	0	0	0
1,201	120,000	2	3	1	40	0	0	0	0	0	0	108,300	108,538	94,833	49,078	40,643	4,200	5,000	4,121	2,000	2,000	2,000	96,583	0
1,202	120,000	1	1	2	29	0	0	0	0	0	0	30,101	31,281	30,180	30,471	31,110	31,728	2,000	2,000	1,090	1,129	1,135	1,200	0
1,203	300,000	2	1	2	48	0	0	0	0	0	0	247,279	235,093	224,062	212,480	202,148	186,955	10,005	9,500	7,500	6,914	6,100	5,500	0
1,204	60,000	2	2	2	23	2	2	-2	-2	-1	-1	2,516	0	0	0	1,524	25,421	0	0	0	1,524	25,421	1,000	0
1,205	210,000	2	2	1	50	0	0	0	0	0	0	106,724	109,251	103,733	102,027	103,453	103,651	4,037	3,519	3,442	3,553	3,625	3,470	0
1,207	70,000	2	3	1	49	2	2	2	2	2	2	21,024	21,790	21,142	23,772	24,930	25,709	1,400	0	3,000	1,700	1,340	1,100	1
1,208	200,000	1	2	1	33	0	0	2	-1	-1	0	50,612	10,537	5,552	2,506	9,443	11,818	10,023	27	2,614	9,454	5,019	5,015	0
1,209	230,000	2	2	1	51	0	0	0	0	0	0	51,802	53,956	56,968	58,099	59,318	60,504	3,000	3,921	2,079	2,155	2,174	2,225	1
1,211	210,000	2	1	1	37	0	0	0	0	0	0	211,749	205,947	201,848	168,664	172,013	175,557	7,000	10,015	10,000	5,331	5,748	48,061	0
1,213	290,000	2	1	1	30	-1	-1	-1	-1	-1	-1	1,312	1,312	1,311	1,486	1,488	1,650	1,318	1,317	1,493	1,495	1,657	35,267	1
1,214	80,000	2	3	1	26	0	0	0	0	0	0	63,677	64,162	38,141	38,190	38,586	39,962	2,000	1,905	1,350	1,388	2,401	1,410	0
1,215	360,000	1	1	2	43	-1	-1	-2	-2	-2	-2	4,134	2,128	960	6,658	0	0	2,134	982	6,858	0	0	0	0
1,219	50,000	2	1	2	22	0	0	0	0	0	0	8,537	9,591	10,581	10,818	11,050	10,880	1,200	1,163	400	790	400	380	0
1,220	80,000	1	2	2	38	0	0	0	0	0	0	89,394	81,223	77,198	29,891	34,528	35,229	5,000	19,153	1,500	10,000	1,274	1,275	0
1,221	50,000	2	2	2	24	0	0	-1	-1	0	0	97,043	39,837	6,928	17,006	17,363	17,707	2,000	6,943	17,006	630	633	657	0
1,222	30,000	2	1	2	24	-1	-1	-1	0	0	0	3,019	1,479	18,860	950	5,660	0	1,479	18,881	0	4,710	0	7,153	0
1,223	210,000	1	1	2	26	-1	-1	-2	-1	-1	-2	1,360	0	0	3,620	0	0	0	0	3,620	0	0	15,513	0
1,224	150,000	2	2	1	42	-1	-1	-1	-1	-1	-1	3,260	2,270	5,887	3,935	3,935	3,935	2,270	5,887	3,935	3,935	3,935	3,935	1
1,225	20,000	1	2	2	21	0	0	-1	0	0	-2	20,297	17,054	2,333	1,300	0	0	1,240	2,333	0	0	0	0	0
1,227	240,000	2	3	1	41	-1	-1	-2	-1	-1	-1	5,325	-5	-5	1,074	1,972	1,876	5	0	1,079	1,977	1,885	1,211	0
1,228	500,000	2	2	1	50	-2	-1	-1	-1	-1	-1	16,984	86,772	53,170	28,622	19,140	0	87,004	53,192	28,622	19,140	0	20,211	0
1,229	90,000	2	2	1	23	0	0	0	0	0	0	12,770	14,241	14,895	25,195	23,769	2,269	2,500	1,200	10,500	7,000	1,000	0	1
1,230	50,000	1	3	2	46	0	0	0	0	0	0	50,131	28,152	20,746	27,624	16,015	16,746	1,388	2,011	1,006	1,000	1,000	1,000	0
1,231	50,000	2	2	2	22	0	0	0	0	0	0	50,834	50,770	50,215	29,386	29,527	30,125	2,200	1,517	1,000	1,500	2,005	1,305	1
1,232	680,000	1	1	2	37	0	0	0	0	0	0	18,314	16,088	17,806	15,498	13,810	164,969	2,700	2,400	600	400	161,000	5,800	0
1,233	50,000	1	1	1	47	0	0	2	2	2	2	45,717	47,974	49,837	50,807	49,947	50,424	3,000	3,000	2,000	0	5,000	0	0
1,235	280,000	2	1	2	30	0	0	0	0	0	0	270,276	506,260	263,734	268,216	262,895	264,508	11,000	10,000	10,004	10,020	10,100	10,000	0
1,237	50,000	1	2	2	27	2	2	0	0	0	0	23,901	13,262	8,643	7,382	1,975	50,514	4,146	1,200	0	0	49,800	0	1
1,238	60,000	1	1	1	33	-1	-1	-1	-1	-1	-1	8,308	7,565	8,373	7,565	7,565	7,565	7,565	8,373	7,565	7,565	7,565	7,565	0
1,239	120,000	1	2	1	57	0	0	0	0	0	0	118,709	120,580	118,684	88,557	91,124	88,094	5,000	5,007	4,000	4,003	4,003	4,000	1
1,240	80,000	2	2	1	35	-1	-1	-1	-1	-1	0	2,890	9,796	13,443	396	396	396	9,796	13,443	396	396	0	396	0
1,241	500,000	1	1	1	45	-1	-1	-1	-1	-1	-2	140	94	39	44	0	0	94	39	44	0	0	790	0
1,242	70,000	2	3	1	32	2	2	0	0	0	-1	18,317	17,330	11,400	11,120	10,914	11,315	0	1,000	110	500	18,963	1,000	0
1,244	100,000	2	3	1	50	2	2	2	-1	0	0	110,537	99,734	99,973	71,008	66,735	68,621	0	3,000	103,000	2,500	3,000	3,000	1
1,245	10,000	1	3	2	35	0	0	0	0	0	0	7,877	8,918	9,864	9,673	9,414	9,156	1,174	1,120	310	316	1,000	2,000	0
1,246	90,000	1	1	2	26	-1	-1	-1	-1	-1	0	10,750	100	200	100	9,894	20,699	100	200	0	9,894	20,000	4,100	0
1,248	90,000	2	2	2	35	-1	-1	-1	-2	-2	-2	2,667	2,667	0	0	0	0	2,667	0	0	0	0	0	0
1,249	180,000	2	3	2	42	0	0	0	0	0	0	67,414	61,256	66,668	83,568	90,418	88,898	10,000	10,000	17,500	7,000	25,000	33,600	0
1,250	350,000	2	1	1	52	2	2	7	7	7	7	2,400	2,400	2,400	2,400	2,400	2,400	0	0	0	0	0	0	1
1,251	270,000	1	2	2	35	0	0	0	-1	-1	-1	225,400	220,202	215,056	10,506	10,224	9,233	9,000	9,348	10,600	10,300	9,300	1,000	0
1,252	200,000	2	1	2	29	0	0	-1	0	0	-2	65,935	25,574	28,727	19,164	0	0	1,011	31,209	383	0	0	0	1
1,253	20,000	2	1	2	22	0	0	0	0	0	0	15,829	15,299	16,262	16,749	13,764	18,732	1,600	1,550	1,000	1,000	5,283	0	0
1,254	100,000	1	2	2	30	0	0	0	0	0	0	44,953	46,922	48,677	49,496	51,010	32,630	3,000	3,000	2,000	2,000	2,000	2,000	0
1,255	290,000	1	1	1	46	0	0	0	0	0	0	194,301	199,451	198,684	87,700	88,621	53,243	10,744	6,000	1,573	1,629	3,129	105,423	0
1,256	70,000	1	3	2	28	1	2	0	0	0	0	68,970	67,308	68,582	68,361	68,060	68,223	0	3,005	2,546	2,602	2,430	2,659	0
1,257	230,000	1	1	2	26	-2	-2	-2	-2	-2	-2	416	371	416	416	566	416	371	461	416	566	416	0	0

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