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
1,501	230,000	2	2	1	43	0	0	0	0	0	0	7,806	8,392	8,967	8,729	10,816	15,893	1,295	1,300	468	2,816	5,893	5,977	0
1,502	220,000	2	2	1	30	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
1,503	240,000	1	2	1	43	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
1,504	50,000	1	3	1	54	0	0	0	-1	-1	0	50,356	48,981	47,942	1,261	17,147	16,609	2,000	1,120	1,300	17,147	1,000	1,000	0
1,505	310,000	2	2	1	39	0	0	0	0	0	0	7,246	6,713	9,507	8,894	7,418	12,154	1,155	4,507	1,000	283	7,482	2,473	0
1,506	350,000	1	1	1	70	0	0	0	0	0	0	100,895	70,244	64,839	57,583	45,554	37,063	3,371	2,089	3,008	1,300	1,500	1,372	0
1,507	50,000	2	1	2	24	-1	-1	-1	-1	-1	-1	629	351	784	696	800	341	351	789	699	910	341	210	0
1,508	200,000	2	2	1	30	1	-2	-1	0	0	0	26,223	-137	73,284	65,428	65,820	2,859	0	73,421	1,309	392	2,859	1,250	0
1,509	480,000	1	3	2	53	0	0	0	0	0	0	482,250	475,931	429,037	383,821	369,920	699,944	18,093	15,233	12,597	15,098	14,155	20,306	0
1,510	180,000	2	1	1	27	2	2	2	2	2	0	81,044	78,403	58,083	58,244	56,041	50,816	2,600	0	4,700	0	2,500	1,092	1
1,511	200,000	2	2	2	33	0	0	0	0	0	0	184,676	178,491	169,860	165,713	168,199	160,769	7,900	6,112	6,000	6,000	5,838	5,900	0
1,512	20,000	1	3	1	34	2	0	0	0	0	0	15,736	16,762	17,774	18,125	18,507	19,063	1,284	1,296	647	672	864	1,506	0
1,513	50,000	1	2	2	48	0	0	0	-1	0	0	51,631	45,223	45,461	18,354	19,118	19,404	1,800	1,005	19,763	1,000	1,000	1,000	0
1,514	210,000	2	3	2	33	1	-2	-1	-1	-1	-1	0	0	3,104	4,056	565	960	0	3,104	4,056	565	960	1,958	1
1,515	20,000	2	2	2	24	0	0	0	0	0	0	19,433	20,508	19,662	20,001	16,448	16,774	1,700	1,300	600	600	600	622	0
1,516	150,000	2	2	1	31	1	-2	-1	-1	-1	-2	6,526	779	8,927	8,660	692	0	783	9,098	8,660	698	0	0	0
1,517	50,000	2	2	2	25	0	0	0	-1	-1	2	46,528	47,456	36,251	438	43,367	44,305	1,794	1,021	438	43,367	1,800	0	0
1,518	190,000	1	3	1	49	2	2	2	2	2	2	178,367	179,062	177,663	180,312	185,910	191,895	5,000	3,000	7,100	8,700	9,300	9,500	1
1,519	290,000	2	1	2	27	2	0	0	0	2	2	232,523	243,753	253,145	267,412	273,095	278,260	16,500	15,000	20,000	10,000	9,701	0	0
1,520	420,000	1	2	1	39	0	0	0	0	0	0	171,141	118,103	119,543	122,851	126,007	129,144	5,700	4,600	5,000	5,000	5,000	4,700	0
1,521	340,000	2	2	2	36	2	0	0	0	0	0	337,981	344,920	18,921	21,205	19,810	13,586	17,181	2,000	10,000	5,000	3,000	1,000	0
1,522	60,000	1	2	2	40	3	3	5	4	3	2	9,744	10,940	10,630	10,320	9,865	10,055	1,500	0	0	0	500	0	0
1,523	90,000	2	1	2	27	0	0	0	0	0	0	81,111	83,081	60,210	61,221	62,636	54,261	3,500	3,000	2,600	2,600	3,000	1,500	0
1,524	30,000	2	1	2	27	2	2	2	2	2	2	28,207	29,261	28,497	29,862	43,148	30,603	1,800	0	2,150	900	3,776	0	1
1,525	160,000	2	2	1	37	-1	-1	-2	-1	-1	-2	1,988	0	0	1,188	0	0	0	0	1,188	0	0	1,935	0
1,526	20,000	1	2	2	35	-1	2	2	2	2	2	11,916	11,434	13,433	13,398	13,040	14,518	0	2,200	480	0	1,702	200	0
1,527	90,000	2	2	1	25	0	0	0	0	0	0	87,525	89,052	85,807	68,186	69,011	70,341	4,200	3,000	3,000	3,000	2,600	3,000	1
1,528	120,000	1	1	2	27	0	0	0	0	0	0	20,874	21,930	22,165	20,502	19,030	15,119	1,700	1,500	700	1,000	1,000	1,000	0
1,529	120,000	1	1	2	38	1	-2	-2	-2	-2	-2	-284	-610	-936	-1,262	-1,588	-1,914	0	0	0	0	0	0	0
1,530	360,000	2	2	1	50	-1	-1	-1	-1	-1	-1	147	686	6,037	1,560	0	275	686	6,041	1,560	0	275	0	0
1,531	160,000	2	1	2	32	-2	-2	-2	-2	-2	-2	16,922	2,552	0	0	0	0	2,555	0	0	0	0	0	0
1,532	320,000	2	1	1	34	-2	-1	0	-1	-1	-1	65,083	23,750	22,381	14,685	7,511	6,722	23,750	10,162	14,702	7,511	6,722	10,000	0
1,533	20,000	1	2	2	25	0	0	2	2	4	3	16,508	19,638	19,030	22,033	21,109	20,474	3,400	0	3,633	0	0	0	0
1,534	230,000	2	1	2	29	0	0	0	0	0	0	63,184	64,667	65,888	66,645	67,865	69,231	3,100	3,000	2,300	2,300	2,500	2,300	0
1,535	50,000	1	3	1	44	0	0	0	0	0	0	15,931	17,363	18,735	19,188	17,578	16,855	2,000	2,000	1,006	1,003	1,000	1,000	0
1,536	50,000	1	3	1	48	-1	-1	0	0	0	0	2,722	33,868	26,646	26,832	27,395	27,940	33,895	1,439	959	994	1,000	1,013	0
1,537	40,000	2	3	2	24	-1	2	-1	-1	0	0	5,496	698	400	25,289	24,435	2,201	0	400	25,289	0	0	1,329	0
1,538	120,000	2	3	1	27	2	-1	-1	-1	2	-1	390	390	390	780	240	630	390	390	780	0	930	300	0
1,539	130,000	2	2	2	25	-1	-1	-1	-1	-1	-1	1,031	1,583	776	776	776	776	1,583	1,000	776	776	776	12,184	1
1,540	110,000	2	3	2	28	0	0	2	2	0	0	85,918	87,442	82,975	80,446	80,006	80,421	4,000	6,000	12	3,100	3,200	3,000	0
1,541	20,000	1	2	2	22	1	2	0	0	0	0	8,222	7,948	8,958	9,456	10,150	10,727	0	1,300	800	1,000	900	2,130	1
1,542	50,000	1	3	2	22	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
1,543	120,000	2	3	1	30	0	0	0	0	0	0	115,583	114,915	117,220	119,599	120,888	117,881	4,178	4,223	4,296	4,800	4,423	4,080	0
1,544	50,000	1	3	2	34	0	0	0	-2	-2	-2	50,375	51,400	0	0	0	0	2,400	0	0	0	0	0	0
1,545	360,000	2	2	2	34	1	-2	-2	-1	-1	-2	0	0	0	700	0	0	0	0	700	0	0	0	1
1,546	240,000	2	2	1	44	-1	-1	-1	-1	-1	-1	3,313	7,458	2,329	4,267	2,404	4,243	7,458	2,335	4,267	2,404	4,243	2,952	1
1,547	150,000	1	1	2	32	0	-1	-1	-1	-1	-2	46,272	1,079	0	41,147	-3	-3	1,082	0	41,147	0	0	0	0
1,548	50,000	2	2	2	23	0	0	0	0	2	0	30,501	33,113	33,967	28,115	27,529	29,896	3,113	1,421	4,295	0	3,000	896	0
1,549	500,000	2	1	2	42	-1	-1	-1	2	-1	-1	30,439	1,844	844	614	2,887	3,850	1,844	1,000	0	3,000	4,000	6,000	1
1,550	110,000	2	2	1	33	0	0	0	0	0	0	115,895	115,609	113,984	112,510	112,319	110,730	6,000	5,500	4,000	4,000	4,100	4,000	0
1,551	170,000	1	2	1	48	0	0	0	0	0	0	93,420	96,284	97,322	99,419	101,590	111,679	4,371	3,533	3,716	3,934	12,030	0	1
1,552	230,000	2	2	1	29	0	0	0	0	0	0	30,818	31,209	32,211	31,647	34,304	36,849	2,000	2,000	1,113	5,000	5,000	2,000	0
1,553	20,000	2	3	3	47	0	0	0	0	0	0	9,417	10,436	11,450	12,257	12,685	13,306	1,179	1,193	1,000	625	1,000	405	0
1,554	100,000	2	1	1	41	1	-2	-2	-2	-2	-1	0	0	0	0	0	18,149	0	0	0	0	18,149	0	0
1,555	110,000	1	1	2	28	1	2	0	0	0	0	44,278	41,812	43,095	46,292	44,744	36,243	0	2,000	5,000	1,514	1,197	982	0
1,556	340,000	1	1	1	52	-2	-2	-2	-2	-2	-2	30,832	33,652	35,192	30,000	10,766	33,887	33,670	35,212	30,000	10,766	33,905	30,200	1
1,557	50,000	1	1	2	37	0	0	0	0	0	0	37,774	38,492	36,453	29,700	30,167	29,613	1,976	1,564	1,170	1,055	1,052	1,022	0
1,558	310,000	1	1	1	50	-1	-1	-1	-1	-1	-1	316	316	10,131	2,456	316	316	316	10,131	2,456	316	316	316	0
1,559	50,000	2	3	1	31	1	2	2	2	2	2	38,102	40,025	40,071	40,906	42,100	41,269	2,830	1,000	1,800	2,000	0	1,704	1
1,560	240,000	2	3	1	38	0	0	2	0	0	0	107,148	113,396	110,084	112,272	114,779	116,920	9,500	0	4,019	4,317	4,204	4,314	1
1,561	50,000	2	2	1	48	0	0	0	0	0	0	10,929	13,262	14,273	14,555	14,860	15,155	2,526	1,237	519	538	541	560	0
1,562	150,000	2	1	2	34	-2	-1	2	0	0	-2	0	13,206	10,227	398	0	0	13,206	0	0	0	0	0	0
1,563	140,000	1	2	2	44	0	0	0	0	0	0	108,033	105,021	107,659	109,104	109,352	101,534	4,000	4,537	3,800	3,823	3,806	3,511	0
1,564	30,000	2	3	1	56	0	0	2	2	0	0	16,088	24,800	25,098	24,396	24,907	25,555	9,000	1,000	0	903	1,061	942	0
1,565	300,000	2	1	1	30	0	0	0	0	0	0	93,738	84,636	88,446	76,244	67,747	70,389	3,000	5,000	2,500	2,500	3,500	87,000	1
1,566	50,000	1	1	2	29	0	0	0	0	0	0	2,087	2,632	3,355	3,253	3,640	3,512	1,000	1,186	500	1,000	500	1,000	0
1,567	280,000	2	2	1	37	0	0	0	0	0	0	29,078	30,144	32,629	35,126	35,759	42,317	1,515	3,000	3,000	1,292	7,147	1,415	0
1,568	120,000	2	2	2	23	0	0	0	0	0	0	118,063	120,851	120,013	77,539	77,333	79,113	4,700	3,538	3,000	3,000	3,000	5,000	0
1,569	30,000	2	1	1	27	1	-1	-1	-1	0	0	0	306	2,017	6,316	3,107	0	306	2,017	6,316	62	0	1,002	0
1,570	30,000	2	2	2	23	-1	0	0	0	0	-1	3,226	5,591	6,992	20,412	14,427	5,119	3,596	2,992	16,500	0	5,119	0	1
1,571	180,000	1	3	1	45	1	2	0	0	0	0	24,400	24,508	22,627	23,306	22,780	20,890	1,500	1,500	1,000	1,000	1,000	1,000	0
1,572	150,000	1	2	1	33	1	2	2	0	0	2	8,967	11,510	12,022	12,524	13,868	13,502	3,001	1,000	1,000	1,700	0	1,000	0
1,573	110,000	2	2	1	40	0	0	0	2	0	0	84,589	85,418	38,333	37,419	38,199	38,957	3,700	4,890	0	1,535	1,545	1,500	0
1,574	50,000	1	1	2	24	0	0	0	0	0	0	50,716	50,606	33,265	29,300	20,703	30,101	3,029	2,000	1,021	1,004	10,000	2,500	1
1,575	230,000	2	3	1	43	1	-1	2	-1	0	-1	0	3,832	1,823	3,646	1,823	1,823	5,655	0	3,646	0	1,823	1,823	0
1,576	230,000	2	2	2	25	0	0	0	0	0	2	95,311	94,489	93,143	87,654	90,172	86,850	4,500	4,114	3,500	4,000	3,000	3,000	0
1,577	160,000	2	1	2	46	-2	-2	-2	-2	-2	-2	6,241	8,788	0	0	0	0	8,805	0	0	0	0	0	0
1,578	50,000	1	3	2	36	0	0	0	0	0	0	52,855	49,123	49,522	19,843	18,440	18,272	2,206	1,605	397	369	365	1,088	0
1,579	210,000	2	1	1	36	1	-1	-1	-1	-1	-1	0	1,690	0	5,619	4,090	581	1,690	0	5,619	4,090	581	0	0
1,580	120,000	2	2	1	38	-1	-1	-1	-1	-1	-1	4,100	7,270	820	820	2,870	970	7,270	820	820	2,870	970	820	0
1,581	240,000	2	2	1	42	0	0	0	2	0	0	21,943	36,519	55,515	49,049	57,178	42,009	15,000	20,000	3,330	30,000	10,000	10,000	0
1,582	20,000	1	3	3	47	0	0	0	0	0	0	18,768	18,795	19,390	19,464	18,126	18,827	1,400	1,400	1,000	700	1,600	0	0
1,583	50,000	2	3	2	40	0	0	0	0	0	0	5,538	6,563	7,422	8,292	8,465	8,650	1,271	1,130	1,000	307	325	436	0
1,584	50,000	2	1	2	70	2	2	0	0	0	0	49,546	48,480	48,621	17,793	18,224	18,612	0	2,200	700	700	674	608	0
1,585	50,000	2	2	1	32	0	0	0	0	0	0	48,508	49,213	38,280	12,305	6,436	0	3,037	1,800	1,130	2,000	0	0	0
1,586	100,000	1	3	2	52	0	0	0	0	0	-1	73,904	73,249	12,327	10,793	5,309	900	2,781	2,101	216	0	900	500	0
1,587	390,000	2	1	1	49	-1	-1	-1	-2	-2	-1	15,026	13,357	0	0	0	100,000	13,357	0	0	0	100,000	39,268	0
1,588	550,000	1	1	2	31	0	0	0	0	0	0	43,769	38,907	36,111	32,723	26,946	26,439	2,018	1,520	1,131	1,005	1,107	1,019	0
1,589	450,000	2	2	2	36	-1	-1	-1	-1	-1	-1	13,500	6,350	11,670	1,530	1,232	201	6,364	11,728	1,532	1,234	201	3	0
1,590	80,000	2	2	1	50	-1	-1	-1	0	0	0	2,587	2,587	50,097	48,753	50,000	49,209	2,587	50,097	2,000	2,000	1,933	1,700	0
1,591	50,000	2	3	1	48	0	0	0	0	0	0	4,064	5,987	7,719	8,588	9,291	11,127	2,000	2,000	1,000	1,000	2,000	2,000	0
1,592	50,000	2	2	2	33	1	2	2	0	0	0	49,617	50,352	49,243	49,819	19,324	20,103	1,813	0	2,169	702	1,101	529	0
1,593	180,000	1	2	1	44	0	0	0	0	0	0	70,721	69,994	70,204	70,238	73,296	73,369	8,000	3,000	3,000	5,000	2,595	3,000	0
1,594	240,000	1	1	2	35	-2	-2	-2	-2	-1	-1	15,432	10,835	22,134	32,823	1,897	5,627	10,851	22,258	20,076	2,099	5,827	0	0
1,595	320,000	2	3	2	29	-1	-1	-1	-2	-2	-1	500	500	0	0	0	2,900	500	0	0	0	2,900	0	0
1,596	480,000	2	2	1	35	-1	2	-1	-1	2	0	18,214	11,031	182,123	188,956	179,179	181,746	0	182,123	12,960	0	9,000	50,000	0
1,597	150,000	2	2	1	37	-1	2	2	-2	-1	-1	1,184	794	2,756	0	2,430	4,840	0	2,772	0	2,430	4,844	0	0
1,598	110,000	2	1	2	29	0	0	2	0	0	0	107,195	109,443	106,637	106,665	92,417	90,730	7,845	4,000	4,000	3,500	9,500	9,600	0
1,599	240,000	1	1	2	30	-1	-1	-1	0	0	0	7,744	7,284	11,234	15,214	9,107	5,621	7,305	11,263	10,018	21	3,637	7,008	0
1,600	50,000	1	1	2	33	0	0	0	0	0	0	47,853	49,474	47,822	8,585	8,797	9,001	2,412	1,500	500	500	500	490	1

Subsets and Splits

No saved queries yet

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