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
28,401	160,000	2	1	1	47	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,402	20,000	2	2	1	45	0	0	0	0	-1	-1	9,779	9,368	4,494	5,405	1,000	3,383	1,063	1,089	1,000	3,899	3,383	0	0
28,403	80,000	2	1	2	27	-1	-1	2	-1	-1	-1	988	12,922	12,261	2,393	407	2,888	12,961	0	2,403	407	3,176	7,336	1
28,404	210,000	2	2	2	29	-1	0	0	0	0	0	103,591	104,103	70,449	66,311	26,802	25,029	3,831	3,357	2,098	610	763	1,131	0
28,405	50,000	2	1	2	27	0	0	0	0	0	0	4,950	5,924	4,766	5,652	5,772	4,392	1,068	1,114	1,000	120	0	0	1
28,406	500,000	2	1	2	28	0	0	2	0	0	0	390,393	374,105	467,911	355,531	587,067	323,821	26,085	13,566	18,975	11,096	35,204	10,121	0
28,407	120,000	2	2	2	28	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,408	20,000	2	2	2	28	1	2	0	0	0	0	20,583	19,942	16,614	15,941	13,205	6,009	0	1,358	1,065	327	187	325	0
28,409	250,000	2	1	2	28	0	0	0	0	0	0	116,861	109,714	101,494	92,258	71,472	77,800	5,000	5,000	3,000	3,000	11,500	10,000	0
28,410	80,000	2	3	1	34	-1	-1	-1	-1	-1	-1	3,500	9,295	2,500	3,045	1,451	6,541	9,295	2,500	3,045	1,456	6,541	0	0
28,411	240,000	2	2	2	28	-2	-2	-2	-2	-2	-2	1,154	1,154	0	1,954	0	0	1,154	0	1,954	0	0	0	0
28,412	150,000	2	2	2	28	0	0	0	0	0	0	22,943	18,989	19,961	16,549	14,227	15,380	1,335	1,307	1,178	1,500	1,500	1,000	0
28,413	340,000	2	2	2	29	0	-1	-1	-1	0	0	43,733	16,584	16,498	100,928	26,083	20,214	16,787	16,514	100,940	20,229	25	8	0
28,414	80,000	2	1	1	28	0	0	0	0	0	-1	73,606	81,876	71,029	67,915	69,190	53,606	10,200	4,000	10,000	11,700	53,606	5,000	0
28,415	130,000	2	3	2	29	0	0	-1	-1	-1	-1	12,939	10,000	2,277	1,132	1,289	0	1,000	2,277	1,132	1,289	0	2,080	0
28,416	100,000	2	2	2	29	0	0	0	0	0	0	87,133	79,469	75,452	69,257	62,005	60,882	3,400	3,350	3,000	2,400	2,500	2,382	0
28,417	230,000	2	1	2	29	0	0	-1	-1	0	0	12,394	12,105	2,439	5,185	9,893	11,567	2,102	3,000	6,000	5,000	2,000	2,000	0
28,418	160,000	2	1	2	30	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,419	220,000	2	2	2	29	2	0	0	0	0	0	28,992	36,106	33,494	29,518	29,569	28,587	8,000	3,000	3,000	6,000	5,000	1,136	0
28,420	80,000	2	1	2	29	0	0	0	0	0	2	14,227	15,185	16,236	16,960	17,777	18,042	1,500	1,600	1,300	1,100	700	700	1
28,421	420,000	2	2	1	29	0	0	0	0	0	0	48,455	34,993	35,340	54,763	59,037	60,290	2,011	3,000	20,000	5,000	2,000	3,000	0
28,422	130,000	2	2	2	32	-2	-2	-2	-2	-2	-2	11,175	14,181	70,042	20,739	7,469	5,963	14,181	70,505	20,749	7,469	5,997	1,978	0
28,423	80,000	2	1	2	32	0	0	0	0	0	0	40,478	38,533	22,243	8,524	819	-181	5,225	5,091	3,528	0	0	6,740	0
28,424	210,000	2	1	2	31	0	0	0	0	0	0	77,830	68,850	42,884	23,547	18,574	12,466	2,555	2,027	1,045	1,000	500	10,000	0
28,425	220,000	2	1	2	31	0	0	0	0	0	0	124,281	84,575	93,180	99,097	106,391	97,337	10,000	10,000	8,000	10,000	10,000	12,097	0
28,426	170,000	2	2	2	30	0	0	0	2	0	0	132,283	121,009	136,552	132,655	134,140	115,892	6,000	19,078	0	5,000	5,000	4,500	1
28,427	50,000	2	1	2	30	1	2	2	2	2	2	41,934	43,041	44,048	44,824	46,469	47,579	2,100	2,000	1,800	2,700	2,000	1,700	0
28,428	80,000	2	2	2	31	-2	-2	-2	-2	-2	-2	4,771	4,771	538	15,664	150	1,150	4,771	538	15,664	150	1,150	791	0
28,429	300,000	2	1	2	33	0	0	0	0	0	0	58,719	60,142	61,577	62,169	63,374	59,865	3,000	3,000	2,300	2,203	1,858	1,815	0
28,430	140,000	2	2	1	33	1	-1	0	0	0	0	0	7,933	7,283	8,577	9,452	11,153	7,933	2,000	2,000	1,000	2,000	1,000	0
28,431	290,000	2	2	2	33	0	0	0	0	0	0	242,422	221,004	211,610	214,300	213,834	217,758	7,757	7,697	7,657	7,771	7,870	7,889	0
28,432	80,000	2	1	2	33	-2	-2	-2	-2	-1	0	0	747	0	0	3,937	2,359	747	0	0	3,937	0	0	0
28,433	500,000	2	1	1	33	-1	-1	-1	0	0	-1	3,994	7,222	33,823	130,689	77,736	151	8,022	34,000	100,028	0	151	2,682	0
28,434	40,000	2	3	1	44	1	2	2	0	0	0	35,544	36,664	35,800	36,839	35,967	36,586	2,000	0	2,000	2,000	3,000	0	1
28,435	50,000	2	2	1	45	0	0	0	0	0	0	39,944	41,180	41,870	8,469	8,411	8,361	2,124	2,037	1,130	295	302	296	0
28,436	260,000	2	2	1	34	-2	-2	-2	-2	-2	-2	0	0	0	167	-810	-810	0	0	167	810	0	3,310	0
28,437	80,000	2	3	1	45	-1	0	0	0	0	-1	19,989	11,904	10,787	6,226	1,936	37,201	1,228	1,156	1,200	8	37,201	591	0
28,438	280,000	2	1	1	35	-1	-1	-2	-2	-2	-2	7,147	2,500	0	0	0	0	2,500	0	0	0	0	0	0
28,439	270,000	2	1	1	37	-2	-2	-2	-2	-2	-2	264	217	253	189	-75	525	217	300	200	0	600	200	0
28,440	80,000	2	3	1	48	0	-1	-1	-1	-1	-1	33,058	1,945	2,587	2,108	1,921	2,071	1,945	2,587	2,108	1,936	2,071	0	0
28,441	120,000	2	2	1	34	0	0	0	0	0	0	119,884	105,631	73,143	75,919	77,059	78,820	4,545	2,700	4,000	3,000	3,000	4,000	0
28,442	300,000	2	1	1	40	0	0	0	0	0	0	121,603	125,098	94,769	112,777	100,323	87,009	30,000	25,000	50,007	10,000	20,000	30,363	0
28,443	120,000	2	2	2	37	2	2	2	0	0	0	38,757	41,302	39,247	44,412	23,344	22,892	4,300	0	9,076	8,788	1,000	2,000	0
28,444	80,000	2	2	3	36	0	0	0	0	0	0	63,908	55,028	44,654	42,464	38,320	40,586	10,051	5,013	3,044	5,006	5,012	5,046	0
28,445	50,000	2	2	1	42	0	0	0	0	0	0	12,106	10,946	11,968	12,978	13,236	13,664	1,184	1,206	1,216	474	642	492	0
28,446	100,000	2	2	1	47	0	0	0	0	0	0	24,735	27,555	29,798	31,028	33,544	35,328	3,555	3,000	2,028	3,354	2,328	7,300	0
28,447	180,000	2	2	1	44	-2	-2	-2	-2	-2	-2	6,529	6,622	6,572	3,179	11,875	7,633	6,626	6,583	3,179	18,462	7,633	6,007	0
28,448	160,000	2	2	1	45	0	0	0	0	0	0	63,198	36,236	37,847	37,837	37,637	0	7,000	2,500	1,300	0	0	0	0
28,449	350,000	2	2	1	49	-2	-2	-2	-2	-2	-2	16,173	9,122	12,228	19,850	8,800	4,260	9,122	12,228	19,850	8,800	4,260	17,660	0
28,450	50,000	2	3	1	33	0	0	-2	-2	-2	-2	23,500	0	0	0	0	0	0	0	0	0	0	0	0
28,451	320,000	2	2	2	37	-2	-2	-2	-2	-2	-2	-5,700	-5,700	-5,700	197,300	-2,300	227,835	0	0	203,000	400	310,135	1,000	0
28,452	170,000	2	2	2	35	0	0	0	0	0	0	121,231	124,208	118,111	92,592	96,114	99,628	5,000	5,000	10,000	5,000	5,000	5,000	0
28,453	50,000	2	2	1	37	0	0	0	0	0	2	47,832	45,646	32,668	25,738	30,192	27,912	3,010	5,004	10,000	5,200	0	1,181	0
28,454	360,000	2	1	1	40	2	2	2	2	0	0	108,399	105,167	115,468	112,157	114,690	117,845	0	12,000	0	5,900	5,000	4,500	1
28,455	70,000	2	2	2	36	0	0	0	0	0	0	68,028	67,864	59,165	29,314	28,844	29,443	3,340	2,044	1,773	1,181	1,215	1,297	1
28,456	20,000	2	3	1	45	-1	-1	-1	-1	-1	-1	1,403	6,920	10,785	390	6,210	1,040	6,990	10,785	390	6,210	1,040	9,113	0
28,457	100,000	2	3	1	46	0	0	2	0	0	0	33,699	32,450	30,160	22,934	21,876	22,910	4,500	0	1,600	1,000	2,800	0	0
28,458	180,000	2	3	0	36	-1	-1	-1	-1	-1	-1	326	326	326	326	326	326	326	326	326	326	326	326	0
28,459	160,000	2	3	1	42	-2	-2	-2	-2	-1	0	0	1,473	1,863	0	112,978	115,357	1,473	1,863	0	119,001	5,000	4,500	0
28,460	230,000	2	2	1	35	2	2	2	2	-1	-1	1,214	964	1,214	464	214	-536	500	1,000	0	500	0	0	1
28,461	20,000	2	2	1	38	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
28,462	180,000	2	2	1	39	1	2	0	0	0	0	101,526	101,957	104,317	106,583	108,811	111,160	3,000	4,000	4,000	4,000	4,100	4,100	0
28,463	180,000	2	1	2	45	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,464	20,000	2	2	1	34	0	0	0	-1	0	-1	17,625	14,841	492	23,150	17,883	7,729	1,019	990	23,965	371	7,738	3,638	0
28,465	150,000	2	2	1	49	1	-1	-1	-1	-1	-1	0	970	8,867	0	600	0	970	8,867	0	600	0	0	0
28,466	240,000	2	1	1	40	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
28,467	360,000	2	3	1	37	-2	-2	-2	-2	-2	-2	0	0	0	0	0	239	0	0	0	0	239	0	0
28,468	260,000	2	2	1	35	-1	-1	-1	-1	-1	0	5,656	591	6,574	3,551	3,634	2,440	869	6,574	3,551	3,700	0	1,047	0
28,469	500,000	2	2	1	34	-2	-2	-2	-2	-2	-2	17,172	34,674	6,229	11,534	12,482	18,192	35,454	6,229	11,534	12,564	18,192	32,550	0
28,470	200,000	2	2	1	41	-2	-2	-1	-1	-1	2	-60	-60	1,590	8,188	428	278	0	1,650	8,188	428	0	5,500	0
28,471	230,000	2	3	2	45	0	0	-1	-1	-2	-2	30,099	20,069	1,000	0	0	0	1,000	1,000	0	0	0	62,130	0
28,472	200,000	2	2	2	32	0	0	0	2	0	0	127,132	126,380	124,413	118,419	121,047	123,719	5,058	11,518	0	4,600	4,800	4,300	0
28,473	70,000	2	3	1	37	0	0	0	0	0	0	48,684	49,628	53,163	49,953	32,535	27,715	1,785	7,320	1,700	1,200	1,400	2	0
28,474	160,000	2	3	1	36	1	-1	-1	-1	-1	-1	0	17,029	1,283	4,404	0	535	17,029	1,283	4,404	0	535	0	0
28,475	80,000	2	2	2	33	0	0	0	0	0	-2	25,211	14,863	15,816	12,710	0	0	1,300	1,210	1,000	0	0	56,990	0
28,476	100,000	2	2	1	30	0	0	0	0	0	0	47,423	49,978	52,520	54,877	57,484	59,095	3,000	3,000	3,000	3,000	2,000	3,000	0
28,477	20,000	2	2	1	38	1	-1	-1	-2	-2	-2	0	2,000	0	0	0	0	2,000	0	0	0	0	0	1
28,478	110,000	2	3	1	47	0	0	0	0	0	0	109,461	109,473	81,439	81,425	81,039	81,162	3,477	2,972	2,853	2,739	2,852	2,873	0
28,479	100,000	2	2	2	35	-1	-1	-1	-1	-1	0	326	2,691	326	326	652	326	2,691	326	326	652	0	326	1
28,480	240,000	2	2	1	39	0	0	0	0	0	0	233,161	238,187	243,554	211,924	216,395	231,767	8,900	9,500	8,000	8,000	19,000	10,000	0
28,481	170,000	2	1	1	31	1	-2	-2	-2	-2	-1	1,564	0	0	0	0	1,800	0	0	0	0	1,800	1,167	0
28,482	110,000	2	1	2	31	2	2	2	2	2	2	91,773	93,892	94,652	97,097	98,097	100,361	4,550	3,150	4,900	3,500	4,000	3,900	1
28,483	50,000	2	2	2	44	-1	-1	-1	-1	-1	-1	501	1,463	1,276	827	105	270	1,463	1,276	827	105	270	573	0
28,484	390,000	2	2	2	41	0	0	-2	-2	-2	-2	10,496	-23	-349	-675	-1,001	-1,327	0	0	0	0	0	2,000	0
28,485	40,000	2	3	1	44	0	0	0	0	0	0	13,033	14,041	15,065	16,077	16,396	16,739	1,232	1,256	1,268	587	607	611	0
28,486	160,000	2	3	1	39	-2	-2	-2	-2	-2	-2	6,089	2,376	0	0	0	0	2,400	0	0	0	0	0	0
28,487	20,000	2	3	1	41	1	2	3	2	0	0	18,548	21,046	20,296	10,245	6,635	6,877	3,100	3	0	700	500	3,000	0
28,488	180,000	2	2	2	36	1	-2	-2	-2	-2	-1	0	0	0	0	0	10,970	0	0	0	0	10,970	0	0
28,489	50,000	2	2	1	41	1	2	2	2	0	0	23,165	21,974	20,544	17,210	15,754	10,860	2,000	2,101	0	2,201	1,000	0	1
28,490	110,000	2	2	1	37	0	0	0	0	0	0	20,733	21,738	22,760	23,466	24,085	24,584	1,602	1,624	1,330	949	976	988	0
28,491	20,000	2	3	2	39	0	0	0	2	0	0	15,969	16,685	19,008	18,710	20,235	19,483	1,285	2,608	310	1,835	707	873	1
28,492	40,000	2	3	1	36	0	0	2	0	0	2	15,861	18,580	17,994	20,671	22,328	21,830	3,000	0	3,000	2,000	0	2,000	0
28,493	50,000	2	3	1	47	2	0	0	0	0	0	46,666	47,606	48,350	48,786	49,277	50,151	2,100	2,200	2,000	2,000	1,755	1,804	1
28,494	200,000	2	1	2	30	-1	-1	-1	-1	0	0	200	200	200	959	759	1,317	200	200	959	0	931	0	0
28,495	90,000	2	2	1	31	0	0	0	0	-2	-2	19,929	17,671	7,870	0	0	0	1,500	1,000	0	0	3,000	40,000	0
28,496	300,000	2	1	2	34	-2	-2	-2	-2	-2	-2	0	0	0	0	0	1,280	0	0	0	0	1,280	0	0
28,497	310,000	2	2	1	36	0	0	0	0	0	0	294,180	295,875	302,438	293,473	297,926	280,967	11,000	11,300	10,500	10,100	10,000	9,600	0
28,498	330,000	2	2	1	37	0	0	0	0	0	0	46,348	37,052	36,228	37,833	37,694	41,269	1,574	1,640	3,000	3,000	4,016	2,049	0
28,499	210,000	2	3	2	30	-1	-1	-1	-1	-1	-1	1,661	5,793	1,181	1,031	1,430	1,031	5,793	1,181	1,031	1,430	1,031	1,031	0
28,500	260,000	2	2	2	34	-2	-2	-2	-1	0	0	8,383	2,976	11,237	27,500	27,500	33,880	2,985	11,247	27,500	0	21,380	0	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.