Datasets:

scikit-learn
/

credit-card-clients

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 30k rows

Search is not available for this dataset

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
28,801	20,000	2	2	1	46	2	0	0	0	0	0	5,437	6,602	7,622	8,479	8,647	8,829	1,264	1,284	1,141	309	321	322	1
28,802	200,000	2	1	1	38	-1	-1	-1	-1	-1	-1	3,824	6,115	11,950	7,311	18,517	6,787	6,115	11,950	7,311	18,567	6,787	6,653	0
28,803	140,000	2	1	2	34	-1	-1	-2	-2	-1	0	1,500	0	0	0	6,400	11,400	0	0	0	6,400	5,000	1,000	0
28,804	360,000	2	1	2	29	0	0	0	0	0	0	270,528	267,435	193,910	167,029	134,294	154,290	10,256	12,000	15,273	15,000	25,000	12,000	0
28,805	360,000	2	1	1	36	1	-2	-2	-2	-2	-2	-1	-1	-1	-1	-1	-1	0	0	0	0	0	0	0
28,806	390,000	2	5	2	45	0	0	0	0	0	0	184,547	179,819	162,571	167,832	205,750	212,634	6,645	5,782	7,782	42,393	10,414	7,422	0
28,807	390,000	2	1	2	41	-2	-2	-2	-2	-2	-2	-13	-13	-13	-13	-13	-13	0	0	0	0	0	13	1
28,808	160,000	2	3	1	35	-1	-1	-1	-1	0	0	335	0	312	7,736	7,278	7,278	0	312	7,736	0	0	1,470	0
28,809	340,000	2	1	2	44	-2	-2	-2	-2	-2	-2	2,732	2,183	4,103	12,950	11,372	2,434	2,183	4,142	12,950	11,372	2,434	2,222	0
28,810	280,000	2	1	1	36	-1	2	-1	-1	-1	0	832	416	416	416	59,211	416	0	416	416	59,211	0	378	0
28,811	500,000	2	1	2	42	-1	-1	-1	-1	-1	0	21,179	51,124	21,138	49,305	39,095	15,826	51,304	21,138	49,775	39,095	0	0	0
28,812	60,000	2	1	2	46	0	0	0	0	0	0	16,017	30,073	18,385	20,732	21,196	23,175	22,000	3,000	3,000	1,000	3,000	0	0
28,813	420,000	2	2	2	37	0	0	0	0	0	0	14,823	16,367	17,709	18,801	20,328	25,065	1,800	1,608	1,700	2,500	5,065	1,500	0
28,814	160,000	2	1	1	38	0	0	-2	-2	-2	-2	6,555	0	0	0	0	0	0	0	0	0	0	0	0
28,815	230,000	2	2	2	34	-1	-1	-1	-1	-1	-1	316	316	316	316	316	466	316	316	316	316	466	466	0
28,816	230,000	2	1	2	31	2	0	0	0	0	0	125,270	129,588	115,066	87,021	82,460	64,818	6,531	5,091	3,307	3,316	2,316	2,500	1
28,817	280,000	2	2	1	36	-2	-2	-2	-2	-2	-2	2,874	2,874	2,874	2,874	2,874	2,854	2,888	2,888	2,888	2,888	2,868	7,029	0
28,818	180,000	2	2	2	31	0	0	0	-1	-1	-1	6,903	11,489	5,488	1,635	1,680	782	8,000	3,003	1,635	1,680	782	4,374	0
28,819	100,000	2	1	1	40	-2	-2	-2	-2	-2	-2	1,895	0	0	0	150	167	0	0	0	1,323	167	1,424	1
28,820	180,000	2	1	2	33	0	-1	-1	-2	-2	-2	3,302	1,295	0	0	0	0	1,295	0	0	0	0	1,640	0
28,821	30,000	2	5	2	46	0	0	2	0	0	-2	29,213	17,064	16,465	16,977	0	0	5,064	0	5,047	0	0	0	0
28,822	320,000	2	2	1	39	0	0	0	-2	-1	-1	46,383	111,937	0	0	589	-4,543	68,800	0	0	589	0	0	0
28,823	590,000	2	3	1	39	0	0	0	0	0	0	128,659	128,715	127,961	128,112	128,798	128,467	5,025	5,693	6,007	5,013	4,701	4,944	0
28,824	130,000	2	2	1	38	-1	-1	-1	0	0	0	5,636	8,485	6,263	24,571	18,817	13,481	8,510	6,279	24,516	16	34	6	0
28,825	130,000	2	1	1	33	-1	-1	-1	-1	-1	-1	1,365	84,118	44,404	27,113	801	28,027	84,118	44,404	27,309	801	28,027	0	0
28,826	280,000	2	2	1	41	1	-1	-1	-1	-1	-2	268	509	0	121	0	0	509	0	121	0	0	0	0
28,827	90,000	2	2	1	40	0	0	2	0	0	0	89,789	88,337	85,248	86,483	87,765	85,855	7,069	0	3,500	3,500	3,500	3,200	0
28,828	320,000	2	2	1	30	-2	-2	-2	-2	-2	-2	1,031	1,886	2,913	-27	-27	5,399	1,895	2,927	0	0	5,426	3,700	0
28,829	160,000	2	2	1	31	0	0	0	0	0	0	63,780	64,675	56,561	52,338	31,133	27,590	3,518	3,015	2,128	2,000	1,000	2,473	0
28,830	150,000	2	2	1	37	-1	0	0	0	0	0	104,460	101,914	103,297	100,603	98,188	101,441	6,000	4,573	5,000	5,000	5,000	4,100	0
28,831	40,000	2	2	1	48	-1	0	0	0	0	0	27,273	27,207	28,055	15,199	17,331	19,428	2,000	3,000	3,000	3,000	3,000	5,000	0
28,832	180,000	2	3	1	31	0	0	0	0	0	0	68,450	69,818	71,298	72,729	73,627	75,086	3,100	3,200	3,210	2,700	2,800	3,000	0
28,833	550,000	2	2	2	39	0	0	0	0	0	0	336,722	276,725	260,932	267,917	217,738	167,245	11,007	10,507	13,035	9,511	6,114	6,207	0
28,834	50,000	2	1	1	45	1	2	-1	0	0	0	6,805	532	17,453	18,444	18,855	18,886	0	17,453	1,290	701	901	1,000	0
28,835	220,000	2	1	2	36	0	0	0	0	0	0	222,598	222,168	217,900	221,193	181,859	184,605	10,000	8,018	10,121	6,006	10,987	143,779	1
28,836	360,000	2	2	2	40	-1	-1	-1	-1	0	0	9,325	10,741	45,619	37,459	31,747	26,899	10,741	46,378	46,347	0	0	19,607	0
28,837	250,000	2	2	2	35	0	0	0	0	0	0	277,822	255,167	233,029	279,256	46,144	85,984	6,150	6,235	80,000	923	70,069	12,500	0
28,838	340,000	2	1	1	46	0	0	0	0	0	0	94,915	92,955	89,689	81,996	83,439	71,239	3,224	4,000	3,504	4,349	3,000	3,098	0
28,839	180,000	2	1	1	44	-1	-1	-1	-1	-1	-1	1,210	1,071	6,554	0	21,398	298	1,071	6,557	0	21,398	298	0	0
28,840	30,000	2	3	2	48	2	2	0	0	0	0	26,950	23,655	25,131	29,148	12,134	12,976	0	3,200	5,000	1,000	1,000	1,000	1
28,841	300,000	2	3	2	33	-1	-1	-2	-2	-2	-2	76,922	-694	-694	-694	-694	-694	0	0	0	0	0	5,000	1
28,842	40,000	2	2	1	37	0	0	0	0	2	0	5,366	6,541	16,390	9,891	9,594	9,798	1,273	2,000	3,538	0	500	500	0
28,843	500,000	2	1	1	47	0	0	-1	-1	0	0	26,110	12,943	4,814	18,365	8,728	28,521	2,064	5,025	18,571	5,000	20,000	0	0
28,844	180,000	2	1	1	41	0	0	0	0	0	-1	55,193	48,257	42,128	39,654	42,954	22,543	5,000	6,000	10,000	15,000	23,000	5,445	0
28,845	350,000	2	1	1	44	0	0	0	0	-1	-1	110,819	115,058	76,156	51,500	150	500	6,000	4,000	2,500	150	500	0	0
28,846	90,000	2	2	2	48	-2	-2	-2	-2	-2	-2	6,224	8,150	0	0	9,167	0	8,150	0	0	9,167	0	526	0
28,847	240,000	2	2	2	31	0	0	0	0	0	0	245,553	244,958	245,148	240,343	211,449	215,874	10,178	10,577	8,302	7,300	7,505	7,700	0
28,848	50,000	2	3	3	46	0	0	0	0	0	0	44,835	45,989	47,167	25,142	4,716	4,840	1,900	2,050	2,000	300	200	500	0
28,849	220,000	2	1	2	33	-1	2	2	0	0	0	1,379	1,205	825	1,783	1,205	1,205	705	325	1,283	507	705	705	0
28,850	180,000	2	2	2	38	0	0	0	0	0	0	25,895	26,173	26,260	26,805	8,992	10,906	2,000	2,000	2,000	1,000	2,000	2,000	0
28,851	400,000	2	4	1	37	-2	-2	-2	-2	-2	-2	14,889	929	1,191	11,930	11,286	5,766	929	1,191	11,930	11,286	5,766	16,520	0
28,852	220,000	2	1	1	42	3	2	2	2	2	2	2,500	2,500	2,500	2,500	2,500	2,500	0	0	0	0	0	0	1
28,853	180,000	2	6	1	48	-1	-1	-1	-1	-1	-2	872	3,345	2,962	6,139	1,842	1,115	3,347	2,962	6,366	1,842	1,115	2,240	0
28,854	80,000	2	3	1	38	0	0	0	-2	-2	-2	39,604	10,635	0	0	0	0	1,000	0	0	0	0	0	1
28,855	360,000	2	1	2	37	0	0	0	0	0	0	198,839	187,955	163,120	140,383	121,771	102,568	7,000	8,071	7,029	3,011	4,000	9,000	0
28,856	170,000	2	1	2	49	0	0	0	0	0	0	163,951	136,825	140,450	116,293	118,759	108,766	5,100	6,000	4,000	4,000	3,200	2,200	0
28,857	130,000	2	2	1	48	-2	-2	-2	-2	-2	-2	0	1,240	1,487	1,279	749	440	1,240	1,487	1,279	749	440	849	0
28,858	290,000	2	1	1	30	0	0	0	0	0	0	216,328	218,435	218,783	158,215	69,234	71,560	8,000	8,600	6,700	2,600	3,500	0	0
28,859	90,000	2	2	1	32	0	0	2	2	2	2	79,105	85,997	83,779	88,577	86,365	91,105	8,200	0	7,200	0	6,200	24	0
28,860	130,000	2	3	2	32	0	0	0	0	0	0	12,535	14,317	15,656	4,918	6,918	8,944	2,000	2,040	3,000	2,000	2,026	6,561	0
28,861	140,000	2	1	3	48	1	-1	-1	-1	-1	-1	0	780	1,176	0	780	642	780	1,176	0	780	642	0	0
28,862	510,000	2	2	2	48	0	0	0	0	0	-1	113,616	96,756	72,730	64,746	24,040	23,791	9,019	8,000	20,000	24,040	23,791	22,503	0
28,863	50,000	2	1	1	39	-1	-1	-2	-2	-1	-1	2,080	-60	-60	-60	6,000	228	0	0	0	6,060	228	1,911	0
28,864	200,000	2	1	2	40	-1	-1	-1	-1	-1	-1	1,489	9,973	2,457	0	948	0	9,973	2,457	0	948	0	1,302	0
28,865	200,000	2	1	2	37	0	0	0	0	0	0	83,000	62,084	64,610	60,567	52,122	50,610	2,500	5,000	2,509	2,000	2,000	2,000	0
28,866	400,000	2	2	2	36	0	0	0	0	0	0	69,376	61,204	50,773	39,676	30,680	27,761	2,255	1,421	1,381	770	731	600	0
28,867	310,000	2	1	1	35	-1	-1	-1	-1	-1	-1	1,815	3,689	20,524	7,986	1,100	9,622	3,689	20,658	7,986	1,100	9,622	0	0
28,868	210,000	2	1	1	46	0	0	0	0	0	0	50,720	52,174	48,957	49,848	59,060	60,420	3,111	2,109	2,000	10,000	6,032	5,030	0
28,869	90,000	2	2	1	33	0	0	0	0	0	0	77,379	67,092	61,071	44,821	24,653	25,254	2,500	3,908	2,100	884	1,000	1,000	0
28,870	270,000	2	1	2	31	-1	0	0	0	0	0	9,213	2,283	3,203	1,144	1,144	1,144	1,080	1,000	1,121	0	0	0	0
28,871	30,000	2	3	1	39	0	0	0	0	0	0	30,238	30,166	29,745	27,468	27,436	27,613	2,000	1,635	1,438	796	5,000	1,000	1
28,872	30,000	2	2	1	41	0	0	0	0	0	0	20,061	17,435	14,452	13,050	11,083	9,249	1,542	2,002	2,000	900	1,500	1,500	0
28,873	210,000	2	2	1	36	-1	-1	0	-1	-1	-1	2,853	8,028	10,827	5,385	1,187	1,552	8,037	6,018	5,388	1,191	1,554	1,870	0
28,874	110,000	2	1	1	43	0	0	0	0	0	0	104,622	103,639	105,714	105,998	105,080	105,638	4,000	5,500	5,300	4,000	4,100	12,700	0
28,875	160,000	2	2	1	42	1	-2	-1	-1	-1	-1	0	0	369	0	522	0	0	369	0	522	0	978	0
28,876	380,000	2	1	2	30	0	0	2	2	0	0	27,015	31,684	33,442	32,361	32,518	32,308	5,700	2,800	0	1,205	1,226	1,332	0
28,877	140,000	2	1	2	33	-2	-2	-1	-1	-1	-1	954	1,015	310	2,361	854	565	1,015	310	2,361	854	565	673	0
28,878	250,000	2	3	1	44	0	0	0	0	0	0	166,325	165,081	169,492	172,936	136,182	139,362	6,686	7,037	6,358	4,918	5,420	4,466	0
28,879	150,000	2	1	2	39	-1	-1	-1	-1	-1	-1	1,709	14,674	771	1,365	10,965	1,488	14,674	771	1,375	10,965	1,488	4,328	0
28,880	230,000	2	2	2	43	2	2	2	2	2	3	206,245	215,936	221,001	220,886	239,299	237,297	13,126	10,000	5,000	23,700	2,000	3	1
28,881	220,000	2	1	1	49	-2	-2	-2	-2	-2	-2	0	0	0	0	4,488	540	0	0	0	4,488	540	0	1
28,882	60,000	2	3	1	39	1	2	0	0	2	0	31,011	29,565	31,123	34,134	23,552	24,020	0	3,000	3,638	0	1,000	3,000	0
28,883	50,000	2	5	1	41	0	0	0	0	0	0	46,148	47,711	47,645	47,552	48,512	49,622	4,000	5,000	3,000	2,000	2,000	2,000	1
28,884	300,000	2	2	1	40	1	-2	-2	-2	-1	-1	0	0	0	0	280	0	0	0	0	280	0	0	0
28,885	320,000	2	2	1	41	-2	-2	-2	-2	-2	-2	2,555	7,065	648	2,258	722	15,937	7,100	651	2,269	725	16,014	3,088	0
28,886	250,000	2	1	1	43	-2	-2	-2	-2	-2	-2	331	0	0	0	0	0	0	0	0	0	0	0	0
28,887	200,000	2	3	1	42	-1	-1	-1	-1	-1	-1	858	1,406	3,673	0	150	609	1,406	3,673	0	150	609	939	0
28,888	110,000	2	3	1	36	-1	-1	-1	-1	-1	0	3,681	6,026	1,555	2,043	1,037	4,718	6,026	1,555	2,045	1,037	4,000	6,233	0
28,889	50,000	2	3	2	46	0	0	0	0	0	0	36,259	37,669	8,770	7,251	15,948	8,838	2,500	2,127	1,500	1,000	1,000	1,000	0
28,890	300,000	2	4	2	45	1	-1	-1	-2	-2	-2	0	1,669	0	0	0	0	1,669	0	0	0	0	289	0
28,891	50,000	2	5	1	33	1	2	0	-1	2	0	26,358	24,890	25,440	26,191	25,193	25,742	4	1,925	28,293	0	1,100	2,030	0
28,892	230,000	2	3	1	42	-1	-1	0	0	0	0	170	2,217	5,167	8,552	12,552	10,596	2,217	3,167	3,552	5,000	3,000	2,518	0
28,893	30,000	2	2	1	36	-1	-1	-2	-2	-2	-1	528	-120	-120	-120	-120	6,675	0	0	0	0	6,795	21,947	1
28,894	30,000	2	2	1	41	3	2	2	-1	-1	-1	1,660	856	428	428	13,749	659	428	0	428	13,749	659	5,548	0
28,895	290,000	2	2	1	41	0	0	2	0	0	0	4,783	7,239	6,957	4,954	7,221	6,988	2,552	0	1,000	5,000	2,500	3,659	0
28,896	210,000	2	1	1	47	-2	-2	-2	-2	-2	-2	234	0	0	0	0	0	0	0	0	0	0	2,197	0
28,897	200,000	2	2	1	46	-1	-1	2	-1	-1	-1	827	1,654	827	827	827	827	1,654	0	827	827	827	827	0
28,898	150,000	2	2	1	41	-2	-2	-2	-2	-2	-2	11,026	9,459	9,929	1,595	3,630	3,516	9,640	9,976	1,595	3,647	3,516	11,071	0
28,899	110,000	2	1	1	45	0	0	0	0	0	-1	21,842	15,843	10,466	3,537	1,378	316	3,000	2,007	1,000	0	316	825	0
28,900	20,000	2	2	1	43	2	0	0	2	0	0	13,139	13,915	18,667	18,072	18,120	19,329	1,300	5,000	0	640	1,497	0	1

Subsets and Splits

No saved queries yet

Save your SQL queries to embed, download, and access them later. Queries will appear here once saved.