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
28,901	360,000	2	1	2	28	0	0	0	0	0	0	79,161	81,260	83,055	85,662	87,458	86,393	4,000	4,000	4,000	4,000	3,300	5,199	0
28,902	230,000	2	1	1	35	0	0	0	0	0	0	165,405	168,697	172,990	177,963	77,076	78,848	6,027	7,000	8,000	3,000	3,000	3,226	0
28,903	60,000	2	2	1	38	0	0	0	0	0	2	27,527	31,715	35,850	37,165	39,490	25,854	5,000	5,000	2,000	2,898	0	3,000	0
28,904	470,000	2	2	1	45	0	0	0	0	0	0	212,948	188,435	182,687	153,366	114,451	122,489	30,000	15,000	5,052	5,000	10,000	15,000	0
28,905	120,000	2	1	2	29	0	0	0	0	0	-2	59,538	50,150	44,742	33,231	-1,320	-660	4,000	5,069	2,805	0	0	1,616	0
28,906	50,000	2	2	2	35	0	0	0	0	0	-1	41,657	47,969	49,131	38,884	8,144	8,643	10,000	11,000	5,000	1,005	15,000	7,000	0
28,907	140,000	2	1	1	40	1	-1	-1	-1	-1	-1	0	1,220	0	584	0	190	1,220	0	584	0	190	0	0
28,908	500,000	2	1	1	39	-1	-1	-1	-1	-1	-1	10,840	1,108	2,111	920	920	920	1,108	2,111	920	920	920	0	0
28,909	400,000	2	2	2	41	-2	-2	-2	-2	-2	-2	43,672	678	330	330	330	330	678	330	330	330	330	330	1
28,910	310,000	2	2	2	34	0	0	0	0	0	0	87,559	74,929	76,404	76,133	53,065	17,529	3,000	3,022	5,208	15,734	1,607	140,994	0
28,911	320,000	2	1	1	42	0	0	2	2	0	0	304,057	318,844	324,589	320,622	252,323	253,557	20,000	10,000	450	7,025	7,161	8,000	1
28,912	330,000	2	1	1	41	-1	-1	-1	-1	0	-1	11,006	4,160	48,549	16,942	1,610	26,842	4,160	48,549	18,562	0	26,842	11,938	0
28,913	240,000	2	2	1	38	0	0	0	0	0	0	231,990	202,714	199,711	203,767	208,015	220,109	10,028	7,711	7,767	8,015	15,829	9,000	0
28,914	290,000	2	2	1	36	-2	-2	-2	-2	-2	-2	8,909	8,199	972	445	3,589	6,939	8,300	972	455	3,589	6,939	10,919	0
28,915	150,000	2	1	1	39	-1	-1	-1	-1	-1	-1	10,147	0	1,351	2,942	384	504	0	1,351	2,942	384	504	280	0
28,916	50,000	2	2	1	34	0	0	0	0	0	0	5,745	4,266	3,047	3,606	2,390	1,655	1,023	1,051	1,000	50	10,050	734	0
28,917	210,000	2	1	1	37	0	0	-2	-2	-1	-1	2,960	0	0	0	198	0	0	0	0	198	0	0	0
28,918	150,000	2	1	1	38	-2	-2	-2	-2	-2	-1	14,391	1,213	4,952	1,040	3,617	540	1,213	4,952	1,040	3,617	540	17,120	0
28,919	210,000	2	2	1	46	-1	2	-1	-1	-2	-2	594	594	21,445	0	0	0	0	21,451	0	0	0	0	0
28,920	180,000	2	1	1	40	0	-1	0	0	0	0	34,483	21,142	11,279	5,698	5,993	-73,895	22,864	1,133	1,000	1,000	0	159,000	0
28,921	360,000	2	1	2	33	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
28,922	220,000	2	3	2	33	-1	0	0	0	0	0	179,430	177,387	175,378	178,367	177,657	180,346	7,041	6,921	6,858	6,219	6,409	6,659	0
28,923	160,000	2	2	1	40	1	-1	-1	-2	-2	-1	0	3,685	0	0	0	660	3,685	0	0	0	660	660	0
28,924	500,000	2	3	1	40	0	0	0	0	0	-1	38,322	38,913	27,489	27,053	-9	14,863	1,284	1,231	1,154	0	14,872	121	0
28,925	100,000	2	3	1	43	2	2	0	0	0	0	100,792	91,738	88,883	90,710	92,471	79,318	0	4,107	4,204	4,200	3,071	3,106	0
28,926	80,000	2	2	1	47	-2	-2	-2	-2	-2	-1	966	0	647	1,988	1,049	1,466	0	647	1,990	1,049	1,466	6,309	1
28,927	360,000	2	2	2	35	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
28,928	230,000	2	3	1	49	0	0	0	0	0	0	224,985	188,593	162,143	165,345	151,047	147,564	10,000	8,000	7,000	10,000	10,000	8,000	0
28,929	180,000	2	1	2	33	-2	-2	-1	-1	-1	-1	4,500	2,580	178	1,500	0	1,118	2,580	178	1,500	0	1,118	1,331	0
28,930	200,000	2	1	2	44	0	0	0	0	0	0	203,045	140,347	139,282	138,462	134,497	126,617	4,501	4,916	4,505	4,205	4,145	3,100	1
28,931	60,000	2	2	1	45	0	0	0	0	-1	-1	60,244	59,868	58,221	16,305	3,124	29,484	3,000	2,577	1,525	3,124	29,484	1,326	0
28,932	280,000	2	1	1	35	0	0	0	0	0	0	171,057	173,712	177,913	182,942	186,892	197,661	7,000	7,000	8,000	7,000	14,000	8,000	0
28,933	80,000	2	3	1	48	-1	-1	2	-1	-1	-1	396	792	396	792	0	396	792	0	792	0	396	546	1
28,934	200,000	2	1	1	40	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,935	50,000	2	2	2	37	0	0	0	-1	0	0	4,793	3,594	0	5,369	3,746	9,408	3,000	0	5,369	0	9,000	10,000	0
28,936	460,000	2	1	2	34	-1	-1	-1	-1	-1	-1	14,460	8,869	21,494	12,657	5,739	10,184	8,869	23,664	12,659	5,752	10,192	7,419	0
28,937	220,000	2	1	1	34	-1	-1	-1	-1	0	0	2,774	5,152	6,615	15,799	13,526	8,726	5,162	6,615	15,799	1,526	0	2,287	0
28,938	170,000	2	1	1	37	-1	0	-1	-1	-1	0	397	396	396	596	25,081	25,189	395	396	596	25,081	504	396	0
28,939	50,000	2	2	1	41	0	0	-1	0	0	0	10,400	0	23,425	19,040	19,624	20,152	0	23,425	1,500	900	993	1,100	0
28,940	210,000	2	1	1	44	0	0	0	0	0	0	89,519	50,144	52,148	50,723	43,200	17,556	20,033	10,000	5,012	1,251	2,007	10,125	0
28,941	20,000	2	2	1	31	1	2	2	2	0	0	9,701	9,401	11,903	11,420	11,342	12,157	0	2,969	0	408	1,000	0	0
28,942	230,000	2	1	1	46	-2	-2	-2	-2	-2	-2	266	0	0	0	0	300	0	0	0	0	300	0	0
28,943	390,000	2	1	2	32	-1	0	0	0	0	0	46,895	45,435	47,678	47,753	38,671	50,795	7,518	12,006	13,006	4,006	25,011	14,009	0
28,944	180,000	2	2	2	34	0	0	0	0	0	0	18,314	18,630	19,126	12,939	6,939	3,439	2,000	2,000	1,042	0	0	191	0
28,945	130,000	2	3	1	33	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,946	250,000	2	3	1	43	-2	-2	-2	-2	-2	-2	278	278	278	278	278	428	278	278	278	278	428	278	0
28,947	500,000	2	1	1	37	-1	-1	-1	-1	-1	0	6,694	17,470	15,091	1,587	61,385	56,252	17,470	15,091	1,587	61,385	0	56,733	1
28,948	240,000	2	1	2	40	0	0	0	0	0	0	338,294	79,849	81,563	83,224	84,878	86,665	2,857	3,000	3,016	3,033	3,150	4,000	0
28,949	270,000	2	2	2	39	-2	-2	-2	-2	-2	-2	3,073	1,816	1,163	1,582	0	1,320	1,816	1,163	1,582	0	1,320	717	0
28,950	450,000	2	3	2	44	-2	-2	-2	-2	-1	-1	11,150	4,281	0	2,442	14,234	-2,988	4,281	0	2,442	14,234	452	0	0
28,951	280,000	2	3	1	33	0	0	2	2	2	2	75,953	84,005	86,472	87,457	88,281	86,749	9,348	4,700	3,300	3,150	0	3,328	1
28,952	170,000	2	1	2	42	-1	-1	-1	-1	-1	0	3,480	316	316	316	948	632	316	316	316	948	0	0	0
28,953	280,000	2	1	2	30	-1	-1	-1	-2	-2	-2	26,679	52,223	25,088	9,427	2,829	198	52,223	25,100	9,427	2,838	198	4,139	0
28,954	170,000	2	2	1	43	0	0	0	0	0	0	38,137	39,135	39,872	40,693	41,334	42,118	1,934	1,671	1,657	1,463	1,666	1,529	0
28,955	200,000	2	1	2	37	0	0	0	0	0	0	19,149	20,103	21,543	22,765	23,374	24,134	1,500	2,000	1,500	1,200	1,200	1,200	0
28,956	380,000	2	1	2	33	0	0	0	0	0	0	89,842	88,898	63,203	44,889	44,276	31,799	8,000	8,009	7,000	6,000	10,500	8,500	0
28,957	500,000	2	1	2	44	-2	-2	-2	-2	-2	-2	522	17,643	1,462	6,224	0	0	20,007	5,000	7,000	0	0	0	0
28,958	40,000	2	1	2	29	0	0	0	0	-2	-2	35,735	29,772	23,602	0	0	0	2,017	1,206	0	0	0	0	0
28,959	150,000	2	2	1	29	2	0	0	0	2	2	123,248	126,311	130,388	138,246	140,513	118,464	5,000	6,000	10,500	5,015	173	102	1
28,960	220,000	2	2	1	34	0	0	0	0	0	0	36,242	38,320	39,700	40,737	42,743	44,052	3,000	2,000	2,000	3,000	2,000	3,000	0
28,961	200,000	2	1	2	29	0	0	0	0	0	0	181,821	185,506	190,977	193,800	190,936	186,183	6,000	7,000	6,000	6,000	5,400	5,400	0
28,962	360,000	2	1	1	43	-2	-2	-2	-2	-2	-2	0	0	0	0	0	3,078	0	0	0	0	3,078	0	0
28,963	100,000	2	1	1	36	-1	-1	-1	-1	-1	-1	905	3,450	1,195	2,775	890	2,117	3,450	1,195	2,775	890	2,117	1,072	0
28,964	420,000	2	2	1	34	0	0	0	0	0	-1	158,471	44,131	32,423	18,824	0	21,082	1,644	1,436	1,000	0	21,082	228,548	1
28,965	200,000	2	1	1	39	1	-2	-2	-1	-1	-1	0	0	0	522	0	1,073	0	0	522	0	1,073	0	0
28,966	310,000	2	2	2	36	0	0	0	0	0	0	298,221	303,251	270,591	252,989	225,814	231,165	10,500	9,672	8,826	8,100	9,000	8,619	1
28,967	180,000	2	2	2	34	0	0	0	0	0	0	41,699	42,812	44,132	24,594	25,686	26,780	1,800	2,100	1,500	1,500	1,500	1,200	0
28,968	500,000	2	5	1	32	-1	-1	-1	-1	0	0	5,353	5,739	5,578	57,722	55,468	55,026	6,081	5,588	58,476	1,910	1,974	2,254	0
28,969	230,000	2	1	2	35	-2	-2	-2	-2	-2	-1	0	0	0	0	0	150	0	0	0	0	150	150	0
28,970	50,000	2	1	2	40	0	0	0	0	0	0	52,841	52,016	51,990	50,570	21,095	19,999	1,860	2,619	2,000	500	714	20,702	0
28,971	250,000	2	1	1	40	1	2	0	0	0	0	16,503	13,894	14,669	14,265	8,887	6,679	0	1,400	1,090	246	402	200	0
28,972	150,000	2	2	2	31	1	2	2	2	0	0	22,723	22,060	25,195	24,497	24,791	25,462	0	3,500	0	1,000	1,071	950	0
28,973	50,000	2	2	1	34	0	0	-1	-1	-1	-1	2,435	0	197	2,995	19,515	0	0	197	2,995	19,515	0	3,734	0
28,974	100,000	2	2	1	35	0	0	0	0	0	0	77,394	76,081	61,898	53,035	15,785	7,762	2,640	3,007	2,300	200	290	50,000	1
28,975	110,000	2	2	2	42	2	2	2	2	2	0	39,635	40,580	41,631	42,352	41,373	42,156	1,900	2,000	1,700	0	1,600	1,600	1
28,976	210,000	2	2	2	38	0	0	0	0	0	0	76,418	78,798	82,525	84,353	87,835	79,481	5,000	5,000	3,200	5,000	3,000	2,500	0
28,977	150,000	2	1	2	45	-2	-2	-2	-2	-2	-2	1,923	101	0	0	0	399	101	0	0	0	399	0	0
28,978	80,000	2	1	1	44	1	-1	-1	-1	-1	-1	-60	2,400	595	1,810	737	2,555	2,460	595	1,815	737	2,555	4,290	0
28,979	200,000	2	2	1	48	-2	-1	2	2	-1	-1	-1,123	2,711	3,030	1,695	10,569	9,777	4,165	1,700	5	10,624	9,816	9,208	1
28,980	150,000	2	1	2	35	2	2	0	0	0	0	55,337	53,851	53,710	48,797	49,928	51,106	0	2,503	2,000	1,804	2,000	2,000	1
28,981	100,000	2	3	1	39	-2	-1	-1	-1	-1	-2	10,135	1,646	1,635	884	0	0	1,646	5,635	884	0	0	0	0
28,982	110,000	2	1	2	32	0	0	0	0	0	0	46,603	48,351	51,815	47,225	34,975	43,725	2,536	5,000	1,653	1,500	10,000	1,495	0
28,983	240,000	2	1	2	33	0	0	0	0	0	0	99,938	92,104	85,194	83,021	78,556	78,495	3,500	4,200	3,600	3,000	3,000	3,000	0
28,984	80,000	2	3	1	42	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,985	180,000	2	1	2	35	0	0	0	0	0	0	5,450	150	150	150	150	150	0	0	0	0	0	0	1
28,986	180,000	2	2	2	35	1	-2	-2	-1	-1	-2	0	0	0	900	0	0	0	0	900	0	0	0	0
28,987	400,000	2	1	2	31	-2	-2	-2	-2	-2	-2	-287	-287	5,439	5,747	687	19,898	0	5,726	5,753	687	19,934	40,024	0
28,988	260,000	2	2	1	41	0	0	0	0	2	0	195,465	199,338	203,651	223,837	218,383	222,960	8,400	8,800	25,000	0	8,000	21,000	0
28,989	160,000	2	2	1	47	-1	3	2	-1	-1	-1	1,857	1,672	836	836	836	836	0	0	836	836	836	836	1
28,990	240,000	2	2	1	34	0	0	0	0	0	0	7,806	10,142	12,211	13,828	11,337	11,577	2,481	2,550	2,167	1,000	389	1,000	0
28,991	260,000	2	1	1	35	-2	-2	-2	-2	-2	-2	0	0	0	0	0	5,181	0	0	0	0	5,181	0	0
28,992	160,000	2	2	2	38	0	0	0	0	0	0	159,637	155,003	158,156	153,699	127,366	117,812	5,580	5,680	4,950	4,350	4,300	4,360	0
28,993	80,000	2	3	2	43	0	0	0	0	0	0	66,047	59,910	55,122	54,006	50,779	50,257	2,071	2,063	1,779	2,087	1,743	1,800	0
28,994	480,000	2	1	1	39	0	0	0	-1	0	0	98,569	106,660	400,000	66,270	80,274	82,160	10,620	302,000	66,270	15,000	3,044	30,042	1
28,995	270,000	2	3	1	41	0	0	0	0	0	0	48,872	43,688	35,638	41,704	43,869	45,160	3,688	2,638	6,704	2,869	2,000	1,686	0
28,996	100,000	2	2	2	40	2	0	0	2	2	2	40,626	41,945	45,247	45,208	46,160	48,268	2,000	4,000	1,000	2,000	3,000	0	1
28,997	300,000	2	3	2	40	-1	-1	-1	-1	-1	-1	390	390	390	390	390	390	390	390	390	390	390	390	0
28,998	450,000	2	3	2	40	-1	-1	-1	-1	0	0	5,453	25,948	53,938	14,602	18,065	19,239	26,731	55,367	15,174	10,528	10,037	48,551	0
28,999	360,000	2	1	1	43	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
29,000	170,000	2	2	1	40	0	0	0	0	0	0	134,496	143,242	124,103	115,638	116,430	118,950	17,400	5,921	5,700	4,200	4,400	4,611	0

Subsets and Splits

No saved queries yet

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