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
23,401	210,000	2	1	1	40	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,402	20,000	2	2	2	46	-1	-1	-1	-1	-2	-2	390	0	780	0	0	0	0	780	0	0	0	0	1
23,403	80,000	2	3	1	48	0	-1	0	0	0	0	3,188	6,239	7,304	5,050	5,357	5,466	6,239	1,185	1,000	307	109	112	0
23,404	50,000	2	1	2	33	0	0	0	0	0	0	13,452	14,524	15,586	16,622	17,344	17,864	1,300	1,300	1,300	1,000	800	1,000	0
23,405	80,000	2	3	2	33	-1	-1	-1	-1	0	0	6,607	6,205	-1,573	12,481	4,104	2,052	6,205	675	14,956	0	0	3,274	0
23,406	80,000	2	1	2	34	-1	-1	-1	2	0	0	34,827	27,881	16,801	12,532	12,059	1,242	27,881	12,532	1	0	0	717	0
23,407	60,000	2	2	3	34	1	-1	0	0	-2	-1	0	60,559	56,317	0	0	567	60,559	1,126	0	0	567	1,222	0
23,408	360,000	2	2	2	35	1	-2	-1	-1	0	-1	0	0	22,190	21,416	6,854	357	0	22,190	21,416	1,545	357	357	0
23,409	50,000	2	2	2	48	1	4	3	2	2	2	10,024	9,723	9,427	9,075	10,037	12,503	0	0	0	1,000	0	264	0
23,410	200,000	2	6	1	43	0	0	0	0	0	0	198,595	194,734	190,447	187,224	183,641	178,239	7,003	7,000	7,000	6,510	6,550	6,001	0
23,411	140,000	2	2	1	42	1	-2	-1	-1	-1	-1	0	0	1,497	1,039	1,139	0	0	1,497	1,039	1,139	0	5,023	0
23,412	180,000	2	2	2	30	0	0	0	0	0	0	174,104	171,889	172,288	175,557	178,010	178,976	7,000	8,000	8,000	7,001	6,600	7,000	0
23,413	160,000	2	2	1	32	0	0	0	0	0	0	18,400	18,699	26,919	29,801	40,433	51,329	10,000	10,018	15,021	15,000	20,000	20,000	0
23,414	200,000	2	2	1	34	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
23,415	600,000	2	2	1	38	1	2	2	2	0	0	51,072	49,889	39,635	35,130	33,229	32,171	0	4,000	0	1,500	2,000	3,000	0
23,416	20,000	2	2	1	46	4	3	2	3	2	0	15,833	15,286	17,021	16,461	15,901	16,294	0	2,277	0	0	800	1,400	1
23,417	220,000	2	1	1	44	0	0	0	0	0	0	215,191	215,969	216,849	214,030	213,678	190,469	10,000	10,000	7,000	6,568	6,000	5,000	0
23,418	140,000	2	1	1	40	2	2	0	0	0	2	34,359	33,521	34,685	35,399	36,616	36,893	0	2,000	1,583	1,800	1,000	3,000	1
23,419	240,000	2	2	2	38	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
23,420	150,000	2	2	1	32	1	-1	0	0	0	0	-1,474	137,049	145,900	146,168	149,712	-288	140,916	10,000	3,119	3,744	0	57,916	0
23,421	20,000	2	1	2	32	-1	-1	-1	-2	-1	-1	2,095	7,733	0	0	4,076	1,911	7,733	0	0	4,076	1,911	0	1
23,422	310,000	2	2	1	32	0	0	0	0	0	0	69,886	70,950	71,403	69,478	53,786	52,791	2,177	2,216	1,879	1,563	2,000	1,539	0
23,423	230,000	2	3	1	39	1	2	-1	2	-1	0	6,499	4,791	4,858	316	316	316	0	4,858	0	632	0	2,468	0
23,424	130,000	2	1	2	34	-2	-2	-2	-2	-2	-2	0	0	388	0	418	0	0	388	0	418	0	238	0
23,425	300,000	2	1	2	31	-1	-1	-1	-1	-1	0	16,612	19,099	17,865	9,215	154,926	126,482	19,099	17,865	9,243	154,975	0	29,390	0
23,426	300,000	2	2	1	34	-1	-1	-1	-1	-1	-1	37,505	57,210	36,667	34,252	25,583	28,676	57,210	36,679	34,263	25,583	28,676	37,173	0
23,427	20,000	2	2	1	29	2	2	2	0	0	0	19,098	19,953	18,756	19,968	15,333	10,056	1,474	0	2,403	0	6,000	0	0
23,428	200,000	2	3	2	33	1	2	0	0	0	0	18,021	17,374	15,463	17,314	14,245	0	0	3,027	6,223	0	0	0	0
23,429	200,000	2	2	1	40	-2	-2	-2	-2	-2	-2	531	0	2,358	2,477	958	11,312	0	2,358	2,477	958	11,312	0	0
23,430	500,000	2	1	2	28	-2	-2	-2	-2	-2	-1	4,428	-31	-31	3,963	3,418	858	0	0	3,994	3,435	860	0	0
23,431	80,000	2	2	1	37	0	0	0	-1	0	-1	10,559	11,991	14,286	1,554	6,554	2,615	1,621	5,000	1,554	5,000	2,615	5,308	0
23,432	360,000	2	1	2	29	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
23,433	30,000	2	2	1	33	0	0	0	0	0	0	28,938	30,246	30,485	30,274	29,967	23,477	1,800	1,574	1,300	886	1,000	686	0
23,434	190,000	2	2	2	44	0	0	0	0	0	0	162,051	168,517	169,675	171,908	153,857	153,988	17,917	7,601	7,602	6,010	6,010	6,001	0
23,435	350,000	2	1	1	36	-2	-2	-2	-2	-2	-2	1,133	0	1,342	2,195	0	37,800	0	1,342	2,195	0	37,800	1,000	0
23,436	260,000	2	2	1	31	-1	-1	-1	-1	-1	-1	2,224	1,996	1,497	-3	2,138	900	2,007	1,501	0	2,141	902	197	0
23,437	190,000	2	2	1	37	0	0	2	2	2	2	105,679	115,049	117,856	119,570	116,284	123,528	11,000	6,000	5,000	0	9,000	4,000	0
23,438	230,000	2	2	1	34	-2	-2	-2	-2	-2	-2	0	0	615	0	0	0	0	615	0	0	0	0	0
23,439	650,000	2	3	2	39	0	0	-1	-1	-2	-1	5,865	0	1,904	-61	-261	13,050	0	1,904	0	0	13,311	64,731	0
23,440	250,000	2	1	2	32	-1	-1	-1	-1	-1	0	10,495	2,150	46,975	10,880	8,974	36,805	2,150	46,975	10,890	8,974	30,000	65,325	0
23,441	700,000	2	2	2	34	-2	-2	-2	-2	-2	-2	1,878	4,343	804	778	1,913	200	4,354	804	778	1,916	200	628	0
23,442	270,000	2	1	1	40	-1	-1	-1	0	0	0	9,658	8,714	6,425	10,116	15,953	19,556	8,781	6,425	6,000	8,000	6,000	6,000	0
23,443	100,000	2	2	1	43	0	0	0	0	0	-2	94,713	97,503	100,138	99,000	0	0	4,366	5,100	2,000	0	0	0	0
23,444	260,000	2	2	1	38	0	0	0	0	0	0	163,550	166,795	171,803	175,248	175,157	178,850	5,966	7,692	7,788	6,267	6,513	10,000	0
23,445	410,000	2	2	2	33	-2	-2	-2	-2	-2	-2	4,720	25,488	7,022	3,321	2,745	500	25,488	7,022	3,326	2,745	500	1,543	0
23,446	520,000	2	2	1	47	-2	-2	-2	-2	-2	-2	76,762	107,039	19,046	7,359	16,336	20,040	107,124	19,058	7,387	16,475	20,040	98,205	0
23,447	80,000	2	2	1	39	0	0	0	0	0	0	77,020	76,246	49,428	34,024	46,073	47,038	3,179	1,699	1,712	22,965	1,706	1,727	1
23,448	450,000	2	3	1	36	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,449	30,000	2	6	2	45	0	0	0	0	0	0	25,298	26,866	27,662	28,474	28,494	0	2,000	2,000	1,500	1,000	0	0	0
23,450	600,000	2	3	2	44	0	0	0	-1	0	0	140,179	112,498	82,803	380,337	368,527	390,197	5,000	8,340	380,478	12,625	60,000	7,000	0
23,451	200,000	2	1	2	34	-1	-1	-1	-1	0	0	692	-6	890	14,137	18,067	24,306	0	896	14,337	7,022	12,000	16,045	0
23,452	60,000	2	2	2	34	2	0	0	0	0	-1	60,707	59,675	59,690	59,513	28,494	29,149	2,102	2,922	1,586	570	31,110	1,212	0
23,453	280,000	2	2	1	34	-2	-2	-2	-2	-2	-2	9,103	6,419	11,966	5,844	8,994	14,631	6,439	12,042	5,844	4,672	14,724	4,429	0
23,454	230,000	2	1	1	36	-1	-1	-1	-1	-1	-1	1,240	2,078	380	2,100	530	2,282	2,078	380	2,100	530	2,282	1,390	0
23,455	210,000	2	2	2	31	-1	-1	-1	-1	-1	-1	1,154	1,368	1,080	1,567	788	0	1,368	1,080	1,567	788	0	1,638	1
23,456	60,000	2	1	2	33	1	-2	-1	0	0	0	1,242	0	4,028	59,334	54,526	58,575	0	4,028	56,626	2,100	5,000	2,000	0
23,457	270,000	2	1	2	37	-2	-2	-2	-2	-2	-2	7,842	6,380	16,098	1,350	558	0	6,380	16,098	1,350	558	0	128,934	0
23,458	80,000	2	3	1	41	-1	-1	-1	-1	-1	-1	3,526	10,129	6,100	6,420	606	7,228	10,129	6,100	6,434	606	7,228	14,387	0
23,459	80,000	2	2	1	44	-2	-2	-2	-1	4	3	0	0	0	600	600	300	0	0	600	0	0	0	0
23,460	360,000	2	2	1	40	-1	-1	-1	-1	-1	0	4,343	725	4,268	2,085	26,896	18,455	725	4,268	2,085	13,448	7,455	4,759	0
23,461	300,000	2	1	2	38	0	0	2	-1	-1	-1	15,001	12,751	2,318	3,792	11,977	29,127	2,318	0	3,792	11,977	29,127	16,600	1
23,462	270,000	2	1	1	44	-2	-2	-2	-2	-2	-2	-106	2,894	25,417	3,839	1,794	2,459	3,000	25,500	4,000	2,000	2,459	10,000	0
23,463	200,000	2	1	2	46	-2	-2	-2	-2	-2	-2	2,263	3,441	2,124	6,041	2,975	3,441	3,448	2,124	6,063	2,975	3,441	1,841	0
23,464	20,000	2	2	2	46	-1	-1	-1	0	0	-2	189	2,249	3,551	6,180	0	0	2,249	3,551	5,000	0	0	0	1
23,465	20,000	2	2	1	32	0	0	0	2	2	2	8,217	9,910	12,146	11,954	14,750	14,371	2,000	2,400	600	3,000	0	600	1
23,466	30,000	2	2	1	33	2	2	0	0	0	0	29,498	28,718	29,761	30,203	29,803	29,803	1	2,000	1,400	0	0	67	1
23,467	50,000	2	1	1	35	0	0	0	0	-1	0	45,822	47,173	48,592	-22,108	45,709	39,188	2,413	2,832	39	91,983	1,570	1,445	0
23,468	230,000	2	4	2	30	0	0	0	0	0	0	168,708	161,074	151,884	146,113	147,650	43,703	10,699	5,080	10,000	3,560	45,000	86,000	0
23,469	50,000	2	2	1	39	1	2	2	2	2	2	16,983	16,413	21,128	20,492	30,079	29,460	0	5,000	0	10,000	0	10,000	1
23,470	70,000	2	3	1	31	0	0	0	2	2	0	9,633	11,462	14,259	15,525	14,772	15,380	2,000	3,000	2,000	0	1,000	1,000	0
23,471	100,000	2	1	2	31	1	2	-1	-1	-1	-1	9,311	5,107	1,647	3,348	1,458	1,458	0	1,647	3,348	1,458	1,458	1,677	0
23,472	100,000	2	3	1	30	1	2	2	0	0	0	46,809	47,121	45,239	44,712	43,654	44,678	2,000	0	1,900	1,600	3,200	0	0
23,473	210,000	2	1	2	31	-1	-1	-1	-1	0	0	12,618	6,313	16,488	12,900	20,108	18,378	6,344	16,560	13,024	12,541	7,091	11,414	0
23,474	450,000	2	1	2	31	-1	-1	-2	-2	-1	0	2,609	0	0	0	17,855	3,430	0	0	0	17,855	0	2,500	0
23,475	300,000	2	3	2	31	0	0	0	0	0	0	92,235	67,283	65,059	147,613	236,687	237,105	4,505	6,039	100,000	100,000	8,600	8,500	0
23,476	140,000	2	1	2	31	-2	-2	-2	-2	-2	-2	1,399	1,519	1,404	540	0	0	1,519	1,404	540	0	0	0	0
23,477	480,000	2	1	2	32	-2	-2	-2	-2	-2	-2	11,872	38,933	23,479	52,177	54,005	53,853	40,000	23,479	52,209	54,005	54,500	42,321	0
23,478	100,000	2	2	2	30	1	2	0	0	2	2	31,708	30,904	31,953	34,308	34,951	34,261	0	1,850	3,200	1,500	0	1,500	1
23,479	110,000	2	1	2	32	-1	0	0	0	0	0	3,610	15,427	19,563	21,994	21,994	8,391	12,000	5,000	3,000	3,000	2,000	1,000	0
23,480	100,000	2	2	2	31	0	0	0	0	0	0	91,344	92,309	94,421	97,486	97,604	97,241	3,309	4,421	5,486	3,400	3,541	3,894	1
23,481	200,000	2	1	2	31	-2	-2	-2	-2	-2	-2	0	950	0	1,782	669	0	950	0	2,422	669	0	0	0
23,482	100,000	2	1	2	30	0	0	2	2	2	2	7,384	10,253	9,945	14,269	13,743	16,011	3,000	0	4,500	0	2,500	0	0
23,483	50,000	2	2	1	30	-1	-1	-2	-2	-2	-2	1,500	0	0	0	0	0	0	0	0	0	0	0	1
23,484	20,000	2	2	1	31	0	0	0	0	0	0	13,080	10,911	18,890	11,026	5,863	3,273	1,500	2,000	2,000	1,000	1,000	0	0
23,485	490,000	2	2	1	31	0	0	0	0	0	0	470,579	482,733	492,718	282,450	287,363	272,578	19,469	20,000	12,000	11,000	10,000	10,000	0
23,486	90,000	2	1	2	32	-1	-1	-2	-1	-1	-1	7,563	-12	-12	3,230	387	1,642	0	0	3,242	387	1,642	0	0
23,487	310,000	2	1	1	32	0	0	0	0	0	0	141,203	84,594	66,624	48,213	144,758	601	7,000	5,500	4,000	100,000	601	360	0
23,488	240,000	2	1	2	33	-2	-2	-2	-2	-2	-2	5,000	0	5,000	0	254	9,366	0	5,000	0	254	9,366	1,150	0
23,489	390,000	2	1	2	32	0	0	0	0	0	0	16,566	20,213	15,204	13,529	14,139	14,496	9,076	8,000	1,500	1,500	519	7,000	0
23,490	140,000	2	2	2	33	0	0	0	0	0	2	59,097	59,655	60,992	62,253	69,594	68,262	2,137	2,300	2,278	9,300	0	3,000	0
23,491	120,000	2	1	2	33	-1	-1	-1	-1	-1	2	332	332	538	3,160	2,928	2,596	332	538	3,160	100	0	2,959	1
23,492	30,000	2	3	1	33	0	0	0	0	0	0	29,666	29,033	29,345	29,125	29,859	29,016	1,763	1,676	1,456	1,190	1,056	1,592	0
23,493	230,000	2	2	1	32	-1	-1	0	0	0	0	399	1,560	1,766	2,720	3,720	0	1,560	1,046	1,000	1,000	0	0	0
23,494	320,000	2	1	2	32	0	0	0	-1	-1	-1	13,720	20,219	18,087	5,639	-41	5,613	8,015	1,140	5,639	0	5,654	0	0
23,495	110,000	2	1	2	32	0	0	0	-2	-2	-2	60,558	30,900	0	0	0	0	1,900	0	0	0	0	0	0
23,496	60,000	2	2	2	31	0	0	0	2	2	2	36,434	39,925	43,350	42,057	26,877	26,493	4,100	4,073	0	1,600	0	1,100	1
23,497	180,000	2	1	2	32	-2	-2	-2	-2	-2	-2	-30	2,200	5,643	2,285	1,498	3,092	2,230	5,643	2,298	1,502	3,101	2,959	0
23,498	430,000	2	1	2	33	0	0	0	0	0	0	345,053	336,467	321,019	272,838	206,081	163,130	13,206	36,000	30,000	30,000	30,000	104,000	0
23,499	230,000	2	1	2	33	0	-1	-1	-1	-1	-1	7,990	13,450	56,729	-1,310	6,734	87,161	13,450	56,729	0	8,044	87,161	5,000	0
23,500	140,000	2	2	1	33	1	-1	-1	-1	-1	-1	-23	5,742	0	1,920	1,180	0	5,765	0	1,920	1,180	0	60,000	0

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.