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
28,301	50,000	2	2	1	42	0	0	0	0	0	0	48,706	49,704	50,851	50,868	12,003	9,679	1,809	1,956	2,234	369	330	343	0
28,302	60,000	2	3	1	34	2	2	2	4	3	3	6,731	7,777	9,502	9,217	9,722	9,291	1,300	2,000	0	800	0	0	0
28,303	260,000	2	2	1	34	0	0	0	0	0	0	198,788	195,154	191,504	168,983	160,592	156,826	6,105	6,345	7,027	6,000	5,000	7,000	0
28,304	60,000	2	2	1	41	0	0	0	0	0	0	19,813	20,064	23,213	20,383	18,431	18,702	5,000	5,000	2,000	1,000	2,000	1,000	0
28,305	80,000	2	2	1	29	1	2	2	2	2	2	85,738	80,445	82,639	83,357	78,188	79,492	0	7,400	3,000	0	5,700	3,000	0
28,306	360,000	2	3	1	40	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,307	180,000	2	2	1	30	0	0	0	0	0	0	8,531	9,432	10,771	11,965	11,903	12,769	1,200	1,500	1,431	369	1,000	1,000	0
28,308	80,000	2	2	2	31	2	0	0	0	0	0	30,911	28,190	27,045	22,843	20,578	19,049	2,009	1,751	1,500	1,000	779	545	1
28,309	70,000	2	2	1	44	0	0	0	0	0	0	66,301	68,105	68,287	28,163	27,220	28,124	3,500	3,000	1,500	1,000	2,000	2,000	0
28,310	360,000	2	1	1	36	-1	-1	-1	-1	-1	-1	18,641	7,174	11,044	15,887	8,607	8,843	7,174	11,044	15,895	8,607	8,843	3,000	0
28,311	300,000	2	3	2	36	-2	-2	-2	-2	-1	-1	0	3,958	0	0	6,536	1,400	1,979	0	0	6,536	1,400	50,000	0
28,312	100,000	2	3	1	38	0	0	0	2	0	0	87,181	84,668	83,898	77,260	68,173	66,682	4,017	7,121	94	2,408	2,513	2,716	0
28,313	100,000	2	1	2	29	0	0	0	0	0	0	70,205	64,898	62,715	61,465	55,501	57,892	4,000	5,030	10,000	5,000	10,000	10,000	0
28,314	120,000	2	3	1	34	-2	-1	-1	-1	-1	-2	0	360	389	978	0	2,358	360	389	978	0	2,358	0	0
28,315	200,000	2	2	1	48	-2	-1	2	-1	0	0	22,111	32,938	10,902	6,309	4,979	2,978	11,257	0	6,309	0	2,986	0	1
28,316	180,000	2	1	1	37	-2	-2	-2	-2	-1	-1	8,592	8,468	1,300	0	2,000	0	8,478	1,300	0	2,000	0	1,659	0
28,317	60,000	2	2	2	27	0	-1	-1	0	0	0	7,301	11,482	39,511	39,654	38,168	36,526	11,512	39,511	1,866	1,400	2,000	1,300	0
28,318	10,000	2	2	1	29	0	0	0	0	0	0	6,176	6,512	7,447	8,777	8,956	9,731	1,265	1,200	1,500	400	1,000	273	0
28,319	230,000	2	4	1	35	-2	-1	-1	-1	-2	-2	4,793	6,277	3,433	11,449	2,433	23,832	6,336	3,447	11,449	2,433	23,832	742	0
28,320	50,000	2	2	2	27	1	2	2	2	2	2	11,966	12,967	13,962	13,440	14,416	14,043	1,500	1,500	0	1,200	0	1,500	0
28,321	350,000	2	2	2	28	-2	-2	-2	-2	-2	-2	3,738	7,555	36,553	8,997	13,074	5,107	7,555	36,698	9,124	13,074	5,107	18,830	0
28,322	200,000	2	3	1	28	-2	-2	-2	-2	-2	-2	86	7,024	1,466	1,466	479	2,448	7,066	1,473	1,473	486	3,442	12	1
28,323	150,000	2	3	2	28	-2	-2	-2	-2	-2	-2	1,666	802	1,793	0	0	0	806	1,801	0	0	0	0	0
28,324	180,000	2	2	1	29	2	2	2	2	2	2	113,331	113,436	109,439	111,108	108,476	104,655	5,500	1,308	7,623	3,900	11	7,700	1
28,325	30,000	2	1	2	30	0	0	0	0	0	0	29,009	28,432	18,191	9,745	9,545	13,964	1,315	1,522	1,200	0	6,000	10,655	0
28,326	70,000	2	2	2	30	-1	0	0	0	0	0	69,494	112,821	70,305	71,017	66,218	66,854	2,716	2,570	2,720	2,350	2,500	2,660	1
28,327	460,000	2	2	2	32	0	0	0	0	0	0	30,506	26,595	16,712	15,635	6,965	7,107	1,568	1,714	1,000	1,000	142	5,000	0
28,328	110,000	2	2	1	42	-1	-1	-1	-1	-1	-1	776	776	776	776	776	926	776	776	776	776	926	776	0
28,329	240,000	2	1	2	31	0	0	-1	0	0	-1	31,759	40,286	9,015	10,476	20,237	2,011	10,000	9,015	2,000	10,000	2,512	67,826	0
28,330	210,000	2	2	1	31	0	0	0	0	0	0	205,243	209,502	203,831	178,410	130,619	115,700	7,736	7,100	8,300	4,800	4,396	4,200	0
28,331	300,000	2	3	2	32	1	-1	0	0	-2	-2	-27	72,044	10,000	0	0	0	72,071	2,050	0	0	0	1,188	0
28,332	170,000	2	1	2	34	1	-1	0	0	0	0	0	5,010	7,912	12,517	14,151	12,157	5,010	3,000	5,000	3,020	5,000	5,000	0
28,333	420,000	2	2	1	34	0	0	0	0	-1	-1	49,256	48,264	45,983	41,494	41,065	40,666	4,000	2,650	1,043	42,000	40,666	48,424	0
28,334	230,000	2	4	2	34	0	0	0	-1	-1	-1	2,223	2,233	159	1,772	28,704	19,474	1,000	159	1,778	28,704	19,474	650	0
28,335	260,000	2	1	2	33	-1	-1	-1	-1	-1	6	465	460	0	3,600	2,250	1,650	460	0	3,600	2,250	0	0	0
28,336	50,000	2	3	1	41	0	0	0	0	0	0	46,456	47,445	48,847	50,065	17,304	17,824	1,760	2,162	2,380	619	798	1,000	0
28,337	80,000	2	2	2	43	0	0	0	0	0	0	77,479	77,057	78,102	58,501	51,042	19,036	3,631	3,177	2,600	3,000	1,691	695	0
28,338	200,000	2	1	1	45	-1	-1	-1	-1	-1	-1	69,288	0	1,800	1,795	58,932	29,331	0	1,800	2,000	60,000	29,331	0	0
28,339	80,000	2	3	1	40	0	0	0	0	0	0	18,608	19,583	19,098	14,269	14,612	16,945	2,000	2,000	1,090	2,300	4,500	1,050	0
28,340	290,000	2	2	1	36	0	0	0	0	0	0	8,413	9,852	8,890	13,338	10,542	20,076	2,006	1,529	5,063	5,000	10,010	10,135	0
28,341	20,000	2	3	3	40	-1	-1	-1	2	-1	0	390	390	2,974	2,376	5,262	4,401	390	2,974	0	5,262	88	1,612	1
28,342	50,000	2	2	1	42	-1	-1	2	-1	-1	2	565	5,481	2,874	759	5,328	2,885	5,481	0	759	5,328	1	2,932	0
28,343	450,000	2	2	1	36	-1	-1	-1	-1	-1	-1	3,087	2,081	198	9,532	3,420	130	2,081	198	9,532	3,420	130	878	0
28,344	250,000	2	2	1	38	1	-2	-1	-1	-1	-2	-163	-553	212	49,924	-918	-1,567	0	2,000	51,002	2	0	2,000	0
28,345	50,000	2	3	1	40	0	0	2	2	-2	-2	48,747	53,239	51,400	0	0	0	5,300	0	0	0	0	0	0
28,346	280,000	2	2	3	40	0	0	0	0	0	0	291,952	275,948	240,627	228,230	209,987	196,997	8,562	7,071	6,574	5,938	5,867	7,704	0
28,347	20,000	2	3	1	41	0	0	0	0	0	0	8,777	10,461	11,583	13,079	14,546	16,149	2,000	1,600	2,000	2,000	2,000	2,000	0
28,348	310,000	2	3	1	37	-2	-2	-2	-2	-2	-2	4,052	6,514	-3,484	-3,484	-3,484	13,833	6,514	0	0	0	17,317	0	0
28,349	250,000	2	1	2	36	0	0	0	0	0	0	111,204	114,954	116,608	120,564	121,477	124,115	5,600	5,000	5,900	4,400	4,600	5,100	0
28,350	180,000	2	2	1	36	2	2	2	2	2	0	172,360	176,867	179,020	180,773	128,078	119,632	9,000	6,600	7,000	0	4,500	4,410	1
28,351	500,000	2	3	2	35	1	-2	-1	0	0	0	458,863	16,818	37,596	62,845	80,212	20,494	16,918	37,596	31,802	30,615	21,346	10,678	0
28,352	30,000	2	3	1	44	0	0	2	2	2	2	25,957	28,914	29,754	28,583	29,739	28,412	3,400	1,600	0	2,220	0	1,100	0
28,353	250,000	2	2	2	36	0	0	0	0	0	0	71,012	60,816	59,328	57,692	52,811	49,067	2,200	3,003	2,800	1,834	1,850	3,000	0
28,354	170,000	2	1	2	39	0	0	0	0	0	-1	60,514	33,711	21,660	23,307	15,135	3,527	5,011	5,000	6,538	4,167	3,527	7,521	0
28,355	100,000	2	2	1	39	-2	-2	-2	-2	-2	-2	518	0	0	0	0	0	0	0	0	0	0	0	0
28,356	430,000	2	2	1	42	-1	-1	-1	-1	0	-1	38,495	11,935	32,878	115,683	84,049	37,210	11,935	32,887	115,683	0	37,210	29,559	0
28,357	170,000	2	2	2	43	0	0	0	0	0	0	136,113	137,722	139,384	141,314	139,252	139,205	7,000	7,000	7,000	5,100	5,300	5,030	0
28,358	210,000	2	2	2	32	-1	-1	2	0	-1	-1	576	3,578	34	10,734	30,367	8,193	3,578	0	10,700	30,367	19,644	4,431	0
28,359	280,000	2	2	2	32	-2	-2	-2	-2	-2	-2	6,562	54,318	4,245	6,969	29,236	8,865	54,318	4,281	6,985	29,264	8,873	14,394	0
28,360	160,000	2	3	2	47	-2	-2	-2	-2	-2	-2	396	396	5,345	396	396	6,396	396	5,345	396	396	6,396	396	0
28,361	210,000	2	1	1	40	-2	-2	-2	-2	-2	-2	7,542	-78	15,611	502	781	754	0	15,689	504	784	757	2,005	0
28,362	200,000	2	1	1	40	-1	-1	-1	-1	-1	-1	3,827	8,030	5,020	5,451	2,619	5,188	8,030	5,020	5,451	2,619	5,188	8,794	0
28,363	400,000	2	1	2	30	-1	-1	0	0	0	0	634	5,939	6,624	8,004	10,390	21,325	5,939	2,624	3,004	3,090	11,325	3,282	0
28,364	80,000	2	3	2	35	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
28,365	80,000	2	2	1	35	1	2	2	2	2	2	30,997	32,043	31,250	34,109	34,802	34,108	1,852	0	3,711	1,550	0	1,400	1
28,366	30,000	2	2	1	38	-1	-1	2	-1	0	0	2,828	4,868	3,963	4,514	3,129	675	3,963	16	4,527	675	0	1,015	0
28,367	20,000	2	3	1	39	1	2	2	2	2	0	8,562	9,478	8,198	9,752	9,447	10,290	1,200	0	1,700	0	1,000	1,500	1
28,368	300,000	2	1	1	37	-2	-2	-1	0	0	0	8,756	26	19,999	17,139	10,304	16,062	26	20,018	1,072	206	6,003	0	0
28,369	460,000	2	2	1	39	-1	-1	-1	-1	-1	-1	11,403	14,015	2,978	11,402	12,072	7,090	14,029	2,978	11,402	12,802	7,090	793	0
28,370	80,000	2	2	2	42	0	0	0	0	0	0	42,656	39,657	30,297	30,633	31,190	30,905	1,519	2,000	2,000	1,312	3,200	1,200	0
28,371	80,000	2	3	1	36	-1	-1	-1	2	0	-1	808	808	1,672	1,672	836	836	836	1,700	836	0	836	390	0
28,372	100,000	2	3	1	40	-2	-1	2	2	-2	-1	3,234	6,163	3,786	3,789	2,195	3,691	6,163	0	3,809	0	3,691	1,328	0
28,373	100,000	2	1	1	41	2	2	2	2	2	2	31,786	34,629	34,189	36,309	36,916	36,192	3,680	400	3,000	1,500	0	3,100	1
28,374	50,000	2	2	1	36	0	0	0	0	0	0	46,714	47,404	48,786	49,768	27,838	84,810	1,766	2,148	2,130	1,200	1,012	2,034	0
28,375	80,000	2	2	1	36	1	2	2	0	0	0	74,328	75,515	73,741	75,200	76,959	78,556	3,000	0	2,700	2,950	3,000	2,600	1
28,376	130,000	2	2	2	37	0	0	0	0	0	0	81,731	84,383	87,518	89,360	90,481	92,858	4,000	4,500	4,190	3,500	4,000	4,000	0
28,377	50,000	2	2	1	36	2	2	2	2	0	0	46,203	45,159	49,125	47,956	43,578	35,126	0	4,700	0	2,004	3,500	0	0
28,378	210,000	2	2	1	44	0	0	0	0	0	0	88,309	89,755	90,031	70,660	71,172	71,844	4,500	3,600	3,100	2,900	2,600	2,700	0
28,379	260,000	2	5	2	39	0	0	0	0	0	0	174,591	175,093	176,088	155,624	141,976	141,305	10,000	10,000	7,619	7,000	8,000	7,000	0
28,380	50,000	2	2	1	32	0	0	0	0	0	0	45,271	44,751	43,952	29,136	19,048	17,946	2,000	1,500	1,239	612	607	2,593	0
28,381	460,000	2	2	2	33	0	0	-1	-1	-1	-1	8,316	11,672	1,110	1,927	5,621	1,703	6,018	1,110	1,927	5,649	1,703	2,009	0
28,382	150,000	2	3	1	34	0	0	0	0	0	0	115,227	112,391	98,583	95,810	87,216	88,201	10,000	5,000	4,000	4,000	3,290	3,200	0
28,383	80,000	2	3	1	31	0	0	2	0	0	0	56,195	60,067	58,535	59,730	61,236	70,617	4,808	0	2,169	2,500	10,400	0	0
28,384	80,000	2	2	1	42	0	0	0	0	-2	-2	46,911	31,748	16,000	0	0	0	1,748	1,000	0	0	0	0	0
28,385	180,000	2	3	1	46	-1	2	-1	0	0	0	10,456	7,326	8,469	6,591	5,244	2,174	357	8,510	5,244	2,174	0	3,371	1
28,386	100,000	2	3	1	35	1	-2	-2	-2	-1	-1	0	0	0	0	249	317	0	0	0	249	317	0	0
28,387	60,000	2	2	1	40	0	0	0	-1	-1	-1	28,738	30,216	23,720	1,569	5,580	2,211	4,000	1,010	1,569	5,580	2,211	0	1
28,388	50,000	2	3	2	34	0	0	0	0	0	0	51,037	47,669	48,940	50,545	29,523	28,960	2,100	2,329	2,943	990	1,168	975	0
28,389	390,000	2	1	1	42	0	0	0	0	0	0	310,075	184,647	90,383	55,212	29,701	-1,429	10,021	4,000	15,046	20,000	0	10,090	0
28,390	210,000	2	1	1	38	0	0	-1	-1	0	0	8,420	8,106	4,168	23,067	19,972	45,864	3,000	4,521	24,000	10,000	30,000	6,432	0
28,391	160,000	2	2	2	39	0	0	0	0	0	0	163,058	161,485	161,076	156,478	122,441	120,574	6,001	6,401	6,384	4,600	4,800	4,400	0
28,392	50,000	2	3	1	42	0	0	2	0	0	0	28,693	31,854	31,065	31,976	29,300	31,151	3,644	0	1,766	1,036	2,700	0	0
28,393	50,000	2	2	2	31	0	0	0	0	2	2	10,682	11,694	12,819	36,424	37,029	36,303	1,194	1,319	23,924	1,500	0	1,500	0
28,394	160,000	2	2	1	37	0	0	0	0	0	0	138,594	134,736	97,629	100,398	102,606	104,864	3,755	3,676	3,637	3,000	3,040	2,938	0
28,395	220,000	2	2	1	40	-2	-2	-2	-2	-2	-2	5,785	4,164	8,553	11,652	14,968	7,898	4,183	8,603	11,709	15,823	7,937	5,302	0
28,396	80,000	2	3	1	43	0	0	0	0	0	0	71,604	73,316	75,039	76,597	78,712	81,365	3,500	3,500	3,400	4,000	4,000	3,000	0
28,397	170,000	2	2	1	31	-1	0	0	0	0	-2	60,644	63,948	62,090	63,000	0	0	5,000	5,000	4,000	0	0	3,300	0
28,398	60,000	2	3	1	33	1	2	0	0	2	0	56,326	54,833	56,105	59,338	57,870	57,884	0	2,750	4,850	0	2,180	2,400	0
28,399	200,000	2	1	1	36	-2	-2	-2	-2	-2	-2	588	608	4,695	2,008	164	3,383	608	4,695	2,008	164	3,383	4,331	0
28,400	320,000	2	1	2	41	-2	-2	-2	-2	-2	-2	2,197	1,376	3,342	11,970	9,700	38,473	1,376	3,343	11,973	9,700	38,473	29,757	0

Subsets and Splits

No community queries yet

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