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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
752	90,000	2	1	2	25	2	0	0	0	0	-1	84,710	87,334	87,862	18,889	-783	73,568	4,000	3,258	1,000	0	77,500	0	0
753	50,000	1	2	2	26	0	0	0	0	0	0	48,036	46,787	42,011	19,147	2,845	20,041	2,100	1,227	383	2,000	20,000	649	1
754	500,000	2	2	2	43	-1	0	0	0	0	0	43,346	43,976	39,032	29,092	22,725	11,590	4,006	2,383	1,126	782	596	1,572	0
755	470,000	2	2	1	36	-1	0	0	-1	-1	-1	873	1,593	1,518	285	688	2,100	1,005	1,000	285	688	2,100	1,014	0
756	230,000	1	2	2	58	0	0	0	0	0	0	110,163	112,499	114,837	116,400	45,643	51,083	5,600	5,700	5,000	1,855	6,400	0	0
758	230,000	2	2	1	30	2	0	-1	-1	-1	-1	9,636	10,152	1,817	-828	6,153	12,663	1,222	1,837	0	7,863	12,675	2,959	1
759	420,000	2	2	2	31	0	0	0	0	-1	-1	25,103	21,330	16,024	9,603	2,131	64,507	1,509	1,067	3,061	2,210	64,524	2,324	0
760	30,000	2	2	2	24	0	0	0	0	0	0	31,319	31,181	31,540	31,016	30,531	30,528	1,564	1,800	1,100	1,500	1,500	3,000	0
762	140,000	2	2	2	24	-1	-1	-2	-1	-1	-2	197	0	0	233	0	0	0	0	233	0	0	0	0
764	90,000	2	3	2	29	-1	2	-1	-1	-1	-2	19,450	3,123	2,121	3,113	0	0	0	3,509	3,113	0	0	0	0
765	240,000	2	2	1	33	0	0	0	0	0	0	240,878	233,838	238,067	242,579	238,245	233,710	10,000	11,000	10,000	10,000	10,000	8,000	0
766	510,000	2	1	2	35	-1	0	0	0	0	-1	2,115	2,116	5,560	4,535	3,488	1,116	1,117	4,560	91	69	1,116	2,115	0
767	110,000	2	2	1	35	0	0	0	0	0	0	81,665	46,070	34,419	36,829	38,080	40,434	2,460	2,000	3,000	2,000	3,000	5,000	0
768	210,000	2	1	2	28	-1	-1	-1	0	0	0	11,442	3,738	7,526	10,217	11,737	8,114	3,738	7,526	5,000	5,000	162	27,760	0
769	220,000	1	2	1	40	-1	-1	-2	-2	-2	-2	158	0	0	0	0	612	0	0	0	0	612	1,863	0
770	200,000	2	1	1	35	-2	-2	-2	-2	-2	-2	2,257	4,261	1,265	2,473	0	0	4,266	1,667	2,473	0	0	0	0
771	360,000	2	2	2	53	-1	-1	-1	-1	-1	-1	10,733	15,206	15,000	9,744	11,114	8,123	15,206	15,032	9,769	11,114	8,123	8,736	0
772	260,000	1	1	2	44	-1	-1	-1	-1	-1	-1	316	316	316	316	316	466	316	316	316	316	466	316	0
773	20,000	1	2	1	33	0	0	0	0	0	0	11,026	9,535	10,510	10,472	10,140	10,101	1,174	1,149	501	356	507	458	0
774	120,000	2	2	1	32	0	0	0	0	0	0	113,869	116,110	111,978	112,822	114,969	117,949	5,498	5,500	4,000	4,300	5,012	4,003	0
775	50,000	2	1	2	33	-1	2	-1	-1	-1	-2	7,363	5,180	31,902	11,044	0	0	39	32,013	11,079	0	0	0	0
776	60,000	2	1	2	26	1	2	0	0	0	0	29,649	21,657	28,736	42,733	46,404	37,993	0	8,000	15,000	9,000	10,000	0	0
777	200,000	1	1	2	26	-2	-2	-2	-2	-1	-1	12,716	16,164	1,954	5,297	1,483	3,393	16,244	1,963	3,359	4,849	3,410	2,994	0
779	50,000	2	1	1	32	2	0	0	-1	0	-1	47,858	49,223	42,589	639	4,639	2,312	2,500	3,000	7,000	4,000	2,413	2,000	1
780	50,000	2	2	2	31	1	-2	-1	-1	-1	2	0	0	190	0	36,059	32,851	0	190	0	36,059	0	2,420	0
782	50,000	1	2	1	27	-1	-1	2	-1	-1	-1	819	3,003	1,677	1,177	1,313	1,085	2,184	5	1,180	1,316	1,088	0	0
783	100,000	2	1	2	28	2	2	2	2	2	2	79,580	81,493	82,759	83,609	85,325	87,096	3,790	3,200	3,100	3,200	3,332	3,280	1
784	210,000	2	1	1	42	1	-2	-1	-1	-2	-2	0	0	2,490	0	0	0	0	2,490	0	0	0	0	1
786	500,000	2	1	2	26	1	-2	-2	-2	-2	-2	31,421	22,150	0	0	0	0	22,157	0	0	0	0	0	0
787	370,000	2	1	2	38	-1	-1	-1	-1	-1	-1	929	328	0	1,539	1,815	0	328	0	1,539	1,815	0	0	0
788	230,000	2	1	1	35	-1	-1	-1	-1	0	0	2,648	191	1,947	11,674	16,160	32,519	200	1,950	11,692	10,000	20,000	6,000	0
790	60,000	2	2	2	29	-1	0	0	0	-2	-2	55,064	57,833	9,479	0	0	0	5,000	1,033	0	0	0	0	0
791	30,000	2	2	2	51	1	2	2	0	0	0	25,382	26,480	25,761	25,964	26,507	27,249	1,800	0	928	960	1,181	967	0
792	70,000	1	1	2	27	1	-1	-1	-1	-2	-1	-54	273	19	-254	-527	1,096	600	19	0	0	1,896	0	0
793	410,000	1	1	2	32	-1	-1	-1	-2	-2	-2	5,335	5,369	-281	-281	-281	-281	5,400	0	0	0	0	0	0
794	280,000	2	3	1	40	1	-2	-2	-2	-2	-2	-288	-288	-288	-288	-288	2,124	0	0	0	0	2,412	0	0
795	50,000	2	1	1	34	0	0	0	0	0	0	46,750	48,317	48,282	18,299	19,323	20,329	2,320	1,282	3,299	1,323	1,329	1,114	0
796	100,000	2	2	1	30	0	0	0	0	0	0	97,062	74,352	75,004	76,705	78,168	80,347	2,800	2,700	5,400	3,500	3,500	3,200	0
797	230,000	2	1	2	29	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
801	400,000	1	1	2	37	-1	-1	-1	-1	-2	-1	385	12,695	1,290	0	0	3,058	13,032	1,290	0	0	3,058	3,768	0
802	20,000	1	2	2	25	4	3	2	0	0	0	20,610	20,005	19,331	19,333	17,363	16,314	0	0	500	715	326	0	1
804	230,000	2	1	2	28	-1	-1	-1	-2	-2	-2	6,666	6,666	0	0	0	0	6,666	0	0	0	0	0	0
806	300,000	2	1	1	36	0	0	0	0	-2	-1	25,239	25,001	20,800	0	0	65,755	1,713	1,000	0	0	65,755	3,000	0
807	80,000	2	2	2	23	1	-1	2	-1	-1	-1	998	6,858	1,879	1,145	7,328	3,703	6,861	11	1,146	7,329	3,704	426	0
808	20,000	2	3	2	36	0	0	2	2	2	2	16,754	18,873	19,862	19,245	20,532	19,953	2,400	1,600	0	1,600	209	0	1
809	190,000	2	1	2	26	0	0	0	0	0	2	31,061	32,129	33,142	33,726	35,758	35,171	1,750	1,720	1,300	2,600	0	1,400	0
810	160,000	2	2	3	37	0	0	0	0	0	0	2,694	38,433	38,870	28,574	27,268	28,021	35,888	1,325	891	1,000	1,098	426	0
811	120,000	2	1	3	44	0	0	2	0	0	0	70,096	76,446	73,732	12,329	12,329	0	8,100	0	247	0	0	0	0
812	700,000	2	1	1	39	0	0	0	0	-2	-1	99,259	102,345	109,636	326	2,016	61,707	5,000	10,000	326	2,016	61,707	17,785	0
813	140,000	2	1	2	24	1	-2	-2	-2	-1	-1	0	0	0	0	1,086	0	0	0	0	1,086	0	0	0
814	300,000	2	3	1	29	-1	0	0	0	0	-1	24,921	21,333	16,212	11,304	11,396	6,138	2,000	3,000	0	5,000	6,202	0	0
815	120,000	1	3	1	33	1	2	2	2	2	2	66,055	67,405	68,405	69,387	70,727	72,215	3,000	2,700	2,700	2,600	2,800	0	1
816	280,000	2	2	1	39	0	0	2	0	0	0	213,738	228,963	223,810	158,542	162,244	108,143	20,300	0	5,600	6,300	4,000	4,000	0
817	70,000	1	3	1	51	2	2	0	0	0	0	54,968	51,384	49,734	50,361	49,185	47,245	0	2,100	1,950	1,900	2,219	2,100	1
818	20,000	2	3	2	24	-1	-1	-1	-1	-1	2	4,101	507	3,042	0	8,402	6,204	507	3,042	0	8,402	0	4,739	0
820	60,000	1	1	2	30	0	-1	0	0	0	0	15,380	4,116	19,453	17,912	18,480	18,848	4,147	19,435	1,000	1,000	1,000	1,000	0
821	200,000	2	3	3	51	-1	-1	-1	-1	0	-1	780	0	390	780	390	390	0	390	780	0	390	390	0
822	50,000	2	2	2	24	1	2	0	0	0	0	48,861	48,082	48,614	26,667	26,036	26,850	2,000	2,233	1,083	1,100	1,400	3,000	1
823	150,000	1	2	1	50	-1	0	0	2	0	0	55,336	58,255	36,260	35,037	34,631	63,156	5,085	4,000	0	2,000	30,000	5,000	0
824	20,000	2	1	2	22	0	0	0	0	0	0	20,243	20,400	19,583	19,983	20,196	19,705	1,410	1,200	534	700	1,000	0	0
827	50,000	2	2	1	24	1	2	0	0	0	2	27,087	26,372	26,992	27,693	29,237	28,607	0	1,400	1,100	2,100	0	1,000	0
828	10,000	1	2	2	37	0	0	0	0	2	2	8,755	8,158	7,540	8,164	6,963	5,923	1,167	1,022	1,036	0	2,700	0	0
829	200,000	2	2	1	58	-1	-1	-1	-1	-2	-1	3,035	199,602	720	0	0	1,500	199,646	720	0	0	1,500	185,652	0
830	50,000	2	2	1	48	0	-1	-1	0	0	0	20,944	4,696	47,225	16,483	9,343	9,693	2,360	49,325	3,001	1,882	500	503	0
831	320,000	1	1	2	28	-1	0	0	-1	0	0	2,007	3,477	3,037	1,633	3,633	0	2,000	1,000	1,633	2,000	0	3,000	0
832	20,000	2	3	1	24	8	7	6	5	4	3	24,310	23,987	23,353	22,719	21,796	21,162	0	0	0	0	0	0	0
833	470,000	2	2	1	27	0	0	0	0	-1	0	152,478	62,084	54,551	14,363	97,440	90,717	3,001	4,005	2,021	97,441	5,001	5,001	1
834	230,000	2	3	2	30	-1	-1	-1	0	0	0	550	0	13,013	14,265	13,659	0	0	13,013	1,252	3,659	0	0	0
835	20,000	2	1	2	23	0	0	0	0	0	-2	17,246	16,988	15,973	18,773	0	0	2,000	2,000	3,000	0	0	0	0
836	30,000	2	3	2	53	-1	-1	-1	-1	-1	-1	1,598	2,487	0	4,810	2,796	3,245	2,487	0	4,810	2,796	3,245	7,305	1
837	80,000	2	2	2	23	2	2	2	2	2	2	22,895	23,837	24,253	24,562	25,126	25,476	1,600	1,100	1,000	1,100	906	0	0
838	110,000	2	2	1	55	0	0	0	0	0	0	15,069	16,123	16,850	17,568	18,133	18,828	1,600	1,300	1,000	1,000	1,000	1,000	0
840	500,000	1	1	1	43	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
841	80,000	2	2	2	22	1	2	0	0	0	0	79,318	79,459	79,788	29,069	26,551	27,109	2,000	2,201	2,000	1,000	1,000	2,000	0
843	30,000	2	2	1	32	-2	-2	-2	-2	-2	-2	0	0	0	0	7,463	6,804	0	0	0	7,463	6,804	4,985	0
844	110,000	2	2	2	33	1	-2	-2	-2	-2	-1	0	0	0	0	0	150	0	0	0	0	300	102	1
845	500,000	1	3	1	39	0	0	0	0	0	0	315,201	332,071	375,070	354,839	369,532	367,399	25,000	50,000	20,000	19,586	14,122	12,022	0
848	50,000	1	2	3	42	2	0	0	2	0	0	47,647	50,232	50,510	32,177	29,530	29,789	3,700	3,700	0	1,072	1,500	1,132	1
849	150,000	1	3	1	37	4	4	4	3	2	0	151,117	153,787	150,320	147,989	143,355	143,131	6,500	0	512	0	4,388	4,221	1
850	80,000	2	3	1	57	-1	2	-1	0	0	0	726	726	15,400	15,000	15,000	15,000	0	15,400	0	0	0	100	0
851	40,000	2	2	2	23	0	0	0	2	2	6	20,035	21,406	24,735	24,050	43,317	44,059	2,000	4,000	0	20,000	2,000	0	0
854	140,000	2	2	2	23	0	0	0	0	0	0	44,733	44,144	44,739	43,455	43,980	44,614	2,100	2,027	1,800	1,600	1,750	1,700	0
855	50,000	2	3	2	49	0	0	0	0	0	0	4,987	6,741	9,366	8,566	10,066	0	2,000	3,000	1,500	1,500	0	0	0
856	30,000	2	2	2	25	-2	-2	-2	-2	-2	-2	26,957	26,269	17,036	27,497	16,098	7,300	1,333	2,256	27,497	787	200	0	0
858	100,000	2	3	1	43	2	2	2	2	2	2	50,485	51,582	52,141	52,691	54,199	53,176	2,200	2,000	2,000	2,500	0	4,500	1
859	130,000	1	2	2	29	0	0	0	0	0	0	131,041	133,698	131,990	127,512	128,683	129,669	7,000	5,151	4,464	5,000	4,702	8,000	0
860	20,000	2	2	2	27	0	0	0	0	0	0	20,218	19,194	20,112	19,712	19,712	6,321	1,482	1,400	0	0	0	0	0
861	50,000	1	1	2	26	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
862	260,000	1	1	1	41	-2	-2	-1	0	0	0	1,086	2,853	38,836	45,087	47,201	46,199	3,552	38,836	20,000	15,000	15,000	10,000	0
863	30,000	2	3	2	52	2	2	7	7	7	7	2,450	2,450	2,450	2,450	2,450	2,450	0	0	0	0	0	0	1
864	10,000	2	2	1	31	0	0	0	0	0	0	15,915	9,050	9,901	9,975	9,736	8,703	2,330	2,200	1,000	333	311	322	0
866	30,000	2	2	1	46	0	0	0	0	0	0	28,234	28,874	29,437	27,738	27,268	27,409	1,484	1,436	1,120	995	989	800	0
867	180,000	2	2	2	35	0	0	0	-2	-2	-2	119,333	123,150	0	0	0	0	6,000	0	0	0	0	0	0
868	100,000	1	1	2	35	0	0	-2	-2	-2	-2	29,109	0	0	0	0	0	0	0	0	0	0	47,970	0
869	140,000	2	2	1	39	0	0	0	0	0	0	105,192	90,337	74,510	73,876	76,180	78,400	3,000	6,000	4,000	4,000	4,000	3,000	0
871	20,000	2	2	3	52	0	0	0	0	0	0	14,591	15,616	16,628	16,958	17,314	17,664	1,265	1,277	607	629	638	641	0
873	500,000	2	3	1	38	-2	-2	-2	-2	-2	-2	13,655	8,351	2,340	2,340	11,435	189	8,351	2,340	2,340	11,435	189	5,391	0
876	30,000	2	2	1	25	0	0	0	0	0	2	30,606	29,579	30,291	30,616	30,456	29,818	1,800	1,512	1,259	2,500	0	1,000	0
877	150,000	1	1	2	33	0	0	0	0	0	0	45,335	50,262	54,793	59,244	64,096	68,837	6,000	6,000	6,000	6,000	6,001	6,000	0
878	280,000	2	2	2	27	-1	-1	-1	-1	-1	-1	5,924	5,174	980	3,058	3,158	9,530	5,174	1,078	3,058	3,158	9,530	0	0

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