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
8,001	30,000	1	2	1	62	0	0	0	-2	-2	-2	11,188	2,990	0	0	0	0	1,000	0	0	0	0	0	0
8,002	140,000	2	2	1	26	0	0	0	0	0	0	41,547	40,925	36,775	35,877	34,812	33,899	2,000	1,800	1,300	1,400	1,400	1,000	0
8,003	490,000	1	1	1	43	-1	-1	-1	-1	-1	-1	25,916	14,187	56,573	81,414	62,063	14,122	14,187	56,717	81,414	62,063	14,122	25,417	0
8,004	160,000	1	2	2	30	0	-1	-1	0	-1	-1	2,720	1,280	5,850	150	1,240	0	1,280	5,850	0	1,240	0	0	0
8,005	180,000	1	2	1	42	0	0	0	0	0	0	27,884	28,958	29,864	30,632	31,274	32,144	1,526	1,432	1,200	1,072	1,326	704	1
8,006	260,000	2	2	1	32	0	0	0	0	0	0	243,742	237,204	238,314	219,634	186,841	189,010	8,017	8,117	14,044	5,410	5,855	5,254	0
8,007	80,000	2	2	2	27	0	0	0	0	0	0	73,684	68,883	45,257	45,981	46,032	46,192	2,896	1,722	1,619	1,665	1,700	1,833	1
8,008	360,000	2	1	2	29	-1	-1	-1	0	0	0	357	3,050	9,118	19,183	36,842	10,621	3,050	9,118	11,000	30,000	428	3,166	1
8,009	20,000	2	1	2	25	-1	-1	-1	-1	-1	-2	2,650	0	855	640	0	0	0	855	640	0	0	2,742	0
8,010	20,000	1	1	2	28	0	0	0	-2	-2	-2	19,849	20,650	0	0	0	0	1,650	0	0	0	0	0	0
8,011	80,000	2	3	1	28	0	0	0	0	0	0	75,903	34,137	32,390	32,651	32,170	31,493	2,014	1,705	2,000	2,000	3,000	3,000	0
8,012	500,000	1	1	2	32	0	-1	0	0	0	-1	18,290	25,287	24,385	18,168	4,469	27,796	25,287	1,037	363	89	27,796	8,000	0
8,013	160,000	1	1	1	55	0	0	0	0	0	0	152,162	154,715	155,026	79,051	81,089	-311	6,500	4,270	2,518	2,994	0	0	0
8,014	20,000	2	1	2	22	0	0	0	0	0	0	12,404	13,694	14,768	15,518	16,265	16,706	1,500	1,300	1,000	1,000	711	1,000	0
8,015	330,000	2	1	1	36	-1	-1	-1	-1	-1	-1	399	26	519	452	457	0	26	707	452	457	0	0	0
8,016	80,000	2	1	2	26	0	0	2	2	2	2	38,174	40,550	41,577	41,595	43,264	43,402	3,000	2,000	1,000	2,500	1,000	2,000	1
8,017	220,000	1	2	1	40	2	0	0	0	0	0	206,473	208,464	175,407	175,170	174,726	175,057	8,027	6,218	6,220	6,316	6,504	6,504	0
8,018	230,000	2	2	2	28	0	0	2	2	2	2	185,399	198,941	201,358	204,067	200,720	212,403	18,150	7,200	7,500	0	15,079	8,000	0
8,019	90,000	2	2	2	25	0	0	0	0	0	0	81,694	78,656	78,054	78,116	75,483	72,821	3,609	5,000	4,000	3,315	7,539	5,000	0
8,020	300,000	1	3	1	61	-1	-1	-2	-1	2	2	274,750	0	0	411	261	8,561	0	0	411	0	8,300	0	1
8,021	30,000	2	2	1	45	0	0	0	0	0	0	30,488	30,900	30,480	31,124	29,333	30,177	1,600	1,500	1,100	1,053	1,320	967	1
8,022	80,000	2	2	1	40	2	2	2	2	0	0	78,610	80,666	82,713	80,838	49,575	48,354	3,900	4,000	0	1,920	1,800	1,800	1
8,023	60,000	1	1	2	27	0	0	0	-2	-2	-2	10,908	13,331	0	0	0	0	8,331	0	0	0	0	3,860	0
8,024	360,000	1	5	1	31	0	0	0	0	0	0	275,178	280,535	82,455	83,359	85,171	87,046	7,500	3,500	2,500	2,500	2,600	3,000	0
8,025	360,000	1	1	2	27	-1	2	-1	-1	-1	-1	1,809	400	2,420	2,540	0	346	0	2,420	2,540	0	346	604	0
8,026	30,000	2	2	2	23	0	0	0	2	0	0	10,805	10,527	12,443	11,949	12,107	12,907	1,184	2,100	0	500	1,000	0	0
8,027	190,000	1	3	1	50	0	0	0	2	0	0	106,410	108,770	115,325	112,063	114,484	121,179	5,491	9,800	0	4,300	8,700	4,500	0
8,028	130,000	2	2	1	45	0	0	0	0	0	2	128,671	129,901	127,658	127,362	128,726	129,081	7,000	4,710	4,500	9,400	3,600	5,500	0
8,029	110,000	2	1	2	34	0	0	0	0	0	0	110,712	110,988	98,270	79,402	80,804	81,024	4,112	3,648	2,800	3,100	3,133	2,800	0
8,030	350,000	2	2	1	46	-1	-1	-1	-1	-1	-1	13,000	13,576	15,059	13,000	25,300	626	13,576	15,059	13,000	25,300	626	0	0
8,031	50,000	2	3	1	52	0	0	0	0	0	0	41,140	41,599	32,533	23,156	23,782	24,386	1,500	1,500	1,000	1,000	1,000	1,000	0
8,032	130,000	2	2	3	38	-1	-1	-1	0	0	-1	780	0	11,836	7,216	8,826	390	0	11,836	2,000	2,000	390	390	0
8,033	50,000	1	1	2	29	-1	2	2	2	2	0	53,746	51,631	50,880	51,034	46,154	42,852	0	5,160	1,753	0	1,508	5,000	1
8,034	50,000	1	2	2	25	0	0	-1	0	0	-1	27,206	0	14,805	14,699	14,999	497	0	14,805	294	300	498	1,003	0
8,035	380,000	2	2	2	31	0	0	0	0	0	0	200,932	190,991	175,028	162,699	138,158	135,920	10,000	10,000	5,849	4,570	5,447	120,000	0
8,036	260,000	2	1	2	30	0	0	0	0	0	0	162,241	137,320	126,479	110,217	102,703	84,519	5,045	8,016	5,000	4,000	4,014	3,000	0
8,037	140,000	2	2	2	28	-2	-2	-2	-2	-2	-2	-176	-176	-176	-176	-176	-176	0	0	0	0	0	652	0
8,038	270,000	2	1	2	36	-1	-1	-1	-1	-1	-1	3,458	3,833	9,791	10,532	6,559	500	3,833	9,791	10,532	6,559	500	961	0
8,039	30,000	2	2	1	33	0	0	0	0	0	0	30,147	28,789	29,885	30,188	21,647	22,087	1,554	1,650	950	800	800	500	0
8,040	240,000	1	1	2	35	1	-2	-2	-2	-2	-2	220	0	0	0	0	0	0	0	0	0	0	0	0
8,041	70,000	1	3	2	32	0	0	0	0	0	0	65,460	65,721	45,492	45,482	46,371	47,603	2,352	2,030	1,800	2,000	2,000	2,000	1
8,042	120,000	1	1	1	50	2	2	2	0	0	2	38,565	39,997	39,211	39,917	42,268	43,192	2,200	0	1,500	3,000	1,600	1,500	1
8,043	160,000	2	2	2	42	2	2	0	0	0	0	152,630	95,758	97,251	98,010	99,669	101,664	0	4,385	3,639	3,762	3,800	3,897	1
8,044	170,000	1	3	2	36	-1	-1	-1	0	0	-1	396	5,596	6,953	16,157	28,856	4,941	5,596	6,953	10,000	15,000	4,941	22,114	1
8,045	380,000	2	1	2	31	0	0	0	0	0	0	331,697	332,339	322,995	314,161	327,945	289,814	15,000	15,000	20,019	20,000	9,934	9,330	0
8,046	160,000	2	2	1	26	1	2	0	0	0	0	75,628	72,717	74,651	70,403	71,890	73,893	0	3,211	2,505	2,612	3,500	5,000	0
8,047	30,000	1	2	2	39	2	3	2	2	2	3	27,000	26,286	26,556	26,818	29,425	28,662	0	1,000	1,000	3,200	0	0	0
8,048	260,000	2	1	1	40	-2	-2	-2	-2	-2	-2	2,095	781	3,985	942	-18	3,739	785	4,004	946	0	3,757	6,119	0
8,049	70,000	1	2	2	41	2	2	2	3	3	2	34,751	37,683	40,265	42,306	41,352	44,342	3,500	3,500	3,000	0	4,000	2,000	1
8,050	240,000	1	2	1	39	-1	-1	-1	-1	-1	-1	5,357	4,397	11,204	3,403	2,223	1,761	4,437	11,237	4,293	2,229	1,766	591	0
8,051	170,000	2	2	1	43	0	-1	-1	-1	-1	-1	20,699	11,614	11,487	14,716	8,172	8,244	11,614	11,487	14,743	8,172	8,244	13,733	0
8,052	30,000	1	2	1	36	1	4	3	2	2	2	28,083	27,371	26,645	25,919	27,535	28,197	0	0	0	2,038	1,268	0	0
8,053	90,000	1	3	2	32	0	0	0	-1	-1	-2	87,182	82,741	68,883	265	-613	-613	3,045	1,497	265	0	0	31,000	0
8,054	250,000	1	2	2	25	2	0	0	0	0	0	28,681	30,615	33,726	36,823	34,829	23,994	3,000	4,000	4,000	5,000	4,000	2,000	0
8,055	270,000	2	2	2	25	0	0	0	0	0	0	23,579	24,613	25,617	25,434	25,966	26,486	1,419	1,423	910	942	951	1,000	0
8,056	130,000	2	2	2	24	-2	-2	-2	-2	-2	-2	986	-14	4,388	0	0	1,109	0	4,402	0	0	1,109	4,200	1
8,057	360,000	1	1	1	43	-1	2	-1	-1	-1	-1	20,310	6,588	11,627	35,765	9,681	3,002	34	12,085	41,879	10,053	4,016	505	0
8,058	490,000	1	1	1	35	0	0	0	0	0	0	23,396	19,454	17,195	15,691	14,466	13,908	1,207	1,107	507	1,507	1,500	3,615	0
8,059	110,000	2	2	1	31	0	0	0	0	0	0	79,126	76,304	77,783	79,323	80,563	78,669	2,782	2,761	2,770	2,900	3,000	2,568	0
8,060	100,000	1	2	2	27	-2	-2	-2	-2	-2	-2	33,628	35,760	0	33,333	0	0	36,066	156	33,333	0	0	0	0
8,061	200,000	1	3	1	28	-1	-1	-1	-1	-1	-2	1,793	5,189	8,627	1,530	-200	-200	5,191	9,003	1,530	0	0	980	0
8,062	50,000	2	2	2	24	0	0	0	0	0	0	51,261	51,493	50,136	20,287	20,281	20,027	2,600	2,000	730	800	900	750	0
8,063	220,000	1	2	2	30	-1	0	0	-2	-2	-2	2,501	2,071	0	0	0	0	1,000	0	0	0	0	0	0
8,064	360,000	1	3	2	41	2	-1	0	0	0	0	218	7,022	9,744	89,215	98,256	99,145	7,022	3,001	80,000	10,500	5,000	10,000	0
8,065	20,000	2	2	1	51	-1	-1	-2	-2	-2	-2	10,400	0	0	0	0	0	0	0	2,000	0	0	0	0
8,066	70,000	2	2	1	44	0	0	0	0	0	0	79,867	79,593	29,340	28,026	28,605	28,705	2,163	2,000	2,000	1,000	5,000	322	0
8,067	180,000	2	2	2	29	0	0	0	0	0	0	122,024	123,228	120,339	122,743	124,893	126,390	4,500	4,300	4,200	4,487	4,087	3,700	0
8,068	50,000	1	2	2	32	0	0	0	0	2	2	48,934	25,276	18,588	19,994	20,258	19,783	1,602	1,320	1,718	729	0	397	0
8,069	140,000	2	1	2	28	0	-1	0	0	0	0	5,845	10,322	12,830	13,317	14,936	18,504	10,322	5,000	1,000	2,000	4,000	4,000	0
8,070	220,000	1	2	1	47	-2	-2	-2	-2	-2	-2	7,625	8,325	1,497	0	0	7,625	8,334	1,497	0	0	7,625	2,226	0
8,071	150,000	2	2	2	50	-1	-1	-1	-1	-1	-2	7,890	8,958	780	7,500	0	0	8,958	780	7,500	0	0	0	0
8,072	30,000	1	2	2	33	0	-1	0	0	0	0	29,574	26,663	27,731	56,359	28,847	13,030	28,000	2,336	2,000	2,546	1,000	0	0
8,073	300,000	2	2	1	32	0	0	0	0	-2	-2	170,379	142,384	72,350	0	0	0	6,600	3,750	0	0	0	0	0
8,074	420,000	1	1	1	36	-1	2	-1	-1	-1	-1	860	430	2,010	6,058	160	580	0	2,010	6,058	160	1,000	430	0
8,075	80,000	2	2	2	30	0	0	0	2	0	0	35,738	37,108	41,012	40,052	41,110	42,071	1,946	4,850	0	1,700	1,800	1,800	0
8,076	100,000	2	3	2	46	1	-1	2	2	-1	0	0	203	203	0	7,856	16,544	203	0	0	7,856	10,000	865	0
8,077	120,000	2	2	2	25	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	997	1
8,078	230,000	2	1	2	38	0	0	0	0	0	0	25,195	28,652	32,838	35,511	26,828	19,887	10,000	15,000	6,120	10,000	6,000	4,000	0
8,079	200,000	2	2	1	28	-1	-1	-1	0	-1	-1	2,816	316	632	316	316	316	316	632	0	316	316	316	0
8,080	200,000	1	1	2	29	-1	-1	-1	0	0	-1	389	389	1,167	778	389	389	390	1,168	1	1	390	778	0
8,081	230,000	1	3	1	30	0	0	0	0	0	0	105,105	51,584	44,005	35,161	24,985	25,176	2,068	1,894	1,466	1,018	1,136	503	0
8,082	200,000	1	2	2	27	-1	0	0	-2	-2	-2	131,791	17,666	0	0	0	0	2,000	0	0	0	0	0	0
8,083	50,000	1	3	1	65	1	2	2	2	2	2	11,763	11,283	13,288	12,780	13,522	13,155	0	2,200	0	1,100	0	1,200	1
8,084	220,000	1	1	1	36	-1	-1	-1	-1	0	-1	16,783	4,861	2,267	1,350	925	11,597	4,880	2,267	1,350	0	11,597	178,577	0
8,085	90,000	1	3	2	27	2	2	2	2	0	0	90,221	91,898	91,334	59,253	58,519	58,443	4,000	2,090	0	2,078	2,900	2,000	1
8,086	500,000	1	2	2	35	0	0	0	0	0	0	207,237	224,007	275,615	220,088	216,482	136,086	20,001	30,168	6,022	6,375	5,005	5,000	0
8,087	130,000	2	1	2	29	-1	-1	-2	-2	-2	-2	2,139	0	0	0	0	0	0	0	0	0	0	0	0
8,088	210,000	1	2	1	37	0	0	0	0	0	0	85,327	85,263	48,645	50,826	52,346	53,819	2,500	3,000	3,000	2,500	2,500	2,000	0
8,089	200,000	2	1	2	30	-1	-1	0	0	0	0	1,674	7,398	6,867	7,477	7,232	6,442	7,398	1,000	1,000	145	276	780	0
8,090	20,000	1	1	2	24	2	2	2	2	2	2	1,891	5,680	5,441	6,346	6,099	7,235	4,000	0	1,000	0	1,237	1,000	1
8,091	410,000	2	1	1	38	2	2	2	0	0	0	180,922	184,241	176,857	175,193	165,929	114,527	7,670	2	5,561	5,432	4,546	5,191	1
8,092	290,000	2	1	1	35	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
8,093	270,000	2	2	2	26	0	0	0	0	0	0	84,188	82,668	74,901	72,785	71,836	55,234	5,000	3,200	3,000	5,000	5,234	3,000	0
8,094	90,000	2	1	2	27	0	0	0	0	0	0	14,421	18,846	22,509	24,129	24,815	27,725	5,000	4,000	2,000	1,075	3,500	3,000	1
8,095	30,000	2	1	2	27	0	0	0	0	0	0	26,135	27,407	29,002	26,806	25,948	22,162	2,000	2,500	1,500	1,000	2,000	3,000	0
8,096	360,000	2	1	2	28	-1	-1	-1	-1	-1	-1	26,349	1,245	2,043	265	265	5,862	4,045	2,043	265	265	5,862	1,907	0
8,097	240,000	1	1	1	30	0	0	0	0	0	0	240,770	243,509	228,735	198,585	202,762	202,932	9,000	8,009	7,100	7,324	7,200	7,074	0
8,098	180,000	2	2	2	23	0	0	0	0	0	0	180,636	157,396	160,925	132,312	80,984	42,562	20,000	20,000	10,130	3,000	4,000	84,000	0
8,099	50,000	2	2	1	24	-2	-2	-2	-2	-2	-2	900	0	0	0	0	0	0	0	0	0	0	0	0
8,100	50,000	2	2	2	47	0	0	0	0	0	0	50,883	51,117	51,125	50,497	50,544	50,555	2,200	5,300	2,000	2,000	2,000	2,000	1

Subsets and Splits

No community queries yet

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