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
26,401	360,000	2	1	1	46	0	0	-1	0	0	0	58,389	42,094	10,594	31,532	46,342	56,571	20,000	10,600	30,000	20,000	15,000	10,000	0
26,402	330,000	2	1	2	35	-1	-1	-1	-1	-1	0	117	0	23	776	334	303	0	222	975	334	0	9	0
26,403	100,000	2	1	1	37	0	0	0	0	0	0	68,760	70,113	71,567	72,410	73,846	75,556	3,095	3,181	2,628	2,640	2,897	3,600	0
26,404	250,000	2	1	2	38	-1	-1	-1	-1	-1	-1	14,766	990	8,150	15,410	1,276	0	990	8,150	15,410	1,276	0	0	0
26,405	120,000	2	2	1	46	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
26,406	200,000	2	1	2	43	1	-1	-1	-1	2	-1	0	2,112	723	150	150	2,478	2,112	981	150	0	2,478	5,377	0
26,407	280,000	2	1	2	30	1	2	0	-1	-1	-1	25,903	19,262	10,660	4,191	1,671	105,726	50	2,053	4,211	2,001	105,747	100,055	0
26,408	480,000	2	2	1	46	-1	-1	-1	-2	-1	0	993	1,317	0	0	4,415	1,978	1,317	0	0	4,415	0	0	0
26,409	240,000	2	2	2	36	-1	-1	-1	-1	-2	-2	3,922	2,947	297	0	0	0	2,947	297	0	0	0	0	1
26,410	120,000	2	2	1	39	-2	-2	-2	-2	-2	-2	280	6,192	2,134	0	0	0	6,192	2,142	0	0	0	0	0
26,411	110,000	2	2	2	40	0	0	0	0	0	0	96,155	96,752	98,884	98,501	34,250	35,874	5,000	5,000	3,000	3,000	3,000	3,000	0
26,412	390,000	2	1	1	41	0	0	2	0	0	-2	48,378	52,279	51,176	52,286	0	0	4,705	0	2,712	0	0	0	0
26,413	20,000	2	2	2	38	1	2	2	4	3	2	10,683	12,729	14,734	14,190	13,721	13,848	2,500	2,501	0	0	441	1	0
26,414	140,000	2	1	2	35	0	0	0	0	0	0	111,941	114,389	116,956	119,334	120,661	123,256	5,800	5,900	5,800	4,800	4,700	5,000	0
26,415	160,000	2	2	1	41	0	0	0	0	0	0	39,962	45,640	38,988	19,825	22,654	16,158	10,000	10,000	5,000	5,000	5,000	10,000	0
26,416	210,000	2	1	1	30	1	-1	-1	-1	-1	-1	0	820	718	424	631	843	820	718	424	631	843	0	0
26,417	210,000	2	1	1	47	0	0	0	0	0	0	202,503	173,232	117,125	212,656	107,808	63,049	7,082	6,000	6,000	5,000	3,000	6,000	0
26,418	240,000	2	1	2	39	0	-1	0	0	0	0	52,595	238,861	198,351	195,242	187,710	171,828	238,861	6,678	7,537	10,555	5,223	5,829	0
26,419	150,000	2	2	1	36	-2	-2	-1	-1	2	-1	11,085	2,500	190	3,173	673	38,100	2,507	190	3,180	0	38,100	5,000	0
26,420	60,000	2	2	1	48	0	0	0	0	0	0	56,899	58,032	59,624	58,124	58,852	58,872	2,080	2,530	1,865	1,445	293	1,545	0
26,421	180,000	2	2	1	40	-1	-1	-1	-1	-1	-1	1,552	776	0	1,752	70,000	10,552	776	0	1,752	70,000	10,552	9,776	1
26,422	120,000	2	2	2	37	0	-1	-1	-1	-1	-1	3,014	380	380	380	380	380	760	380	380	380	380	530	0
26,423	210,000	2	1	2	40	0	0	0	0	0	0	54,904	46,662	46,162	46,039	32,903	34,534	2,000	2,100	2,000	1,500	2,000	2,000	0
26,424	420,000	2	1	2	36	0	0	0	0	0	-1	20,326	21,629	22,354	23,150	0	15,235	1,479	1,204	1,000	0	15,235	242	0
26,425	110,000	2	2	1	43	0	0	0	0	0	0	92,244	93,815	97,307	99,666	102,082	105,500	4,500	5,000	4,000	4,000	5,000	6,804	0
26,426	180,000	2	2	2	31	0	0	0	0	0	0	112,164	50,838	51,753	53,619	53,881	54,760	1,821	2,000	3,000	2,000	2,000	2,100	0
26,427	200,000	2	1	1	42	-2	-2	-2	-2	-1	-1	0	0	0	0	1,830	0	0	0	0	1,830	0	0	1
26,428	220,000	2	1	2	32	0	0	0	0	0	0	217,636	221,834	222,830	195,121	169,396	173,875	8,000	18,000	7,000	6,000	7,000	6,100	0
26,429	250,000	2	1	1	36	-2	-2	-2	-2	-2	-2	2,508	3,978	6,560	4,438	4,309	816	3,978	6,560	4,438	4,311	816	9,165	0
26,430	250,000	2	1	2	39	-2	-2	-2	-2	-2	-2	0	632	316	0	316	632	632	316	0	316	632	150	0
26,431	400,000	2	3	1	47	-2	-2	-2	-2	-2	-2	1,698	365	3,213	2,578	9,660	24,355	365	3,224	2,580	9,660	24,355	0	0
26,432	50,000	2	2	2	38	0	0	0	0	0	0	38,945	39,498	38,272	29,810	18,674	19,391	2,511	2,000	3,000	4,000	1,000	1,000	0
26,433	480,000	2	1	2	48	-2	-2	-2	-2	-2	-2	1,087	188	257	1,697	188	22,507	188	257	1,697	188	22,507	370	0
26,434	470,000	2	1	1	39	-1	0	0	0	0	0	235,490	125,853	143,646	113,422	96,921	94,405	25,853	20,745	13,422	6,921	5,645	6,114	0
26,435	300,000	2	1	1	36	0	0	0	0	0	0	30,153	28,384	26,700	22,554	11,858	13,838	2,000	2,000	2,552	2,000	3,000	8,000	0
26,436	160,000	2	2	2	44	1	-2	-1	-1	-1	-1	-4	-4	3,454	0	3,312	0	0	3,458	0	3,312	0	0	0
26,437	160,000	2	1	1	42	-1	-1	-1	-1	-1	0	3,346	4,420	3,062	6,117	4,781	1,450	4,420	3,062	6,119	4,781	0	6,058	0
26,438	230,000	2	1	2	33	-1	-1	-1	-1	-1	-1	2,227	3,496	4,006	411	1,511	1,334	3,496	4,091	411	1,511	1,334	1,157	0
26,439	50,000	2	3	2	49	0	0	0	0	0	0	39,803	37,595	23,250	26,293	21,508	20,971	5,007	1,602	10,002	5,000	2,000	2,000	0
26,440	150,000	2	3	1	48	0	0	0	2	0	0	36,717	37,800	40,874	39,922	40,953	42,136	2,000	4,000	0	2,000	2,000	2,000	0
26,441	130,000	2	2	1	50	2	2	2	2	2	2	73,621	76,104	77,795	78,584	79,736	78,405	4,300	3,500	2,700	2,970	0	3,870	0
26,442	360,000	2	1	2	49	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
26,443	150,000	2	2	1	50	0	0	0	0	0	0	145,268	111,500	101,996	56,503	38,650	28,775	6,005	4,450	3,243	2,000	2,000	1,000	1
26,444	70,000	2	2	1	50	0	0	0	0	0	0	12,857	13,867	14,897	15,941	16,376	16,959	1,530	1,560	1,600	1,000	1,000	2,400	0
26,445	450,000	2	1	1	49	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
26,446	200,000	2	2	1	49	1	-2	-2	-2	-2	-2	-5	728	0	0	0	0	733	0	0	0	0	0	1
26,447	80,000	2	2	1	50	2	0	-1	0	0	0	89,901	85,406	75,789	77,870	73,601	76,751	6,000	81,789	3,870	4,601	4,751	4,718	1
26,448	340,000	2	2	1	48	0	0	0	0	0	0	310,866	320,685	320,614	21,768	22,405	24,545	15,000	7,000	1,500	1,000	2,500	112,500	0
26,449	50,000	2	2	2	52	0	0	0	0	0	0	33,743	22,989	15,843	16,825	14,637	15,397	2,000	1,400	2,000	5,000	1,000	1,000	1
26,450	200,000	2	1	1	50	-1	-1	-1	-1	0	0	2,119	1,662	2,482	19,272	22,388	21,105	1,662	2,482	19,272	10,004	10,000	3,471	0
26,451	210,000	2	3	1	48	0	0	0	0	0	0	119,530	111,730	107,150	102,418	97,653	92,653	3,998	3,885	3,712	3,599	3,346	2,920	0
26,452	360,000	2	2	1	49	-1	-1	-1	-1	-1	-1	801	908	1,081	1,538	0	804	913	1,081	1,538	0	804	200	0
26,453	230,000	2	3	1	50	-2	-2	-2	-2	-2	-2	2,789	2,942	2,520	2,936	3,493	3,160	2,942	2,520	2,936	3,493	3,160	2,784	0
26,454	50,000	2	3	1	48	0	0	0	0	0	-2	73,302	65,931	58,773	58,918	0	0	2,500	2,428	1,423	0	0	0	1
26,455	120,000	2	2	1	50	2	0	0	0	2	2	81,979	82,726	85,390	91,549	92,754	94,722	3,000	4,000	7,600	3,600	3,600	3,600	1
26,456	340,000	2	1	2	50	1	-2	-2	-2	-2	-2	2,728	15,650	11,550	11,058	6,912	4,125	15,650	11,554	11,058	6,917	4,125	4,850	0
26,457	50,000	2	3	1	49	0	0	0	0	0	-2	49,195	48,496	49,412	49,590	0	0	47,000	2,000	1,000	0	0	0	1
26,458	70,000	2	3	1	49	1	2	2	2	2	0	9,915	9,607	11,913	12,518	12,022	12,179	0	2,468	1,100	0	500	600	0
26,459	100,000	2	2	1	50	0	0	0	0	0	0	94,745	96,838	95,732	91,556	93,403	95,661	4,600	4,600	3,500	3,372	3,793	4,000	0
26,460	20,000	2	2	1	49	0	0	0	0	0	0	13,561	14,573	15,290	16,300	16,624	16,974	1,543	1,260	1,270	594	617	1,425	1
26,461	80,000	2	2	1	49	0	0	0	0	0	0	77,347	61,998	47,941	47,851	48,804	50,033	2,384	5,000	2,000	1,732	2,000	3,003	0
26,462	280,000	2	3	2	49	-2	-2	-2	-1	-1	0	795	1,020	0	1,075	141,246	146,349	1,025	0	1,075	141,246	6,349	9,192	0
26,463	300,000	2	2	1	50	-2	-2	-2	-2	-2	-2	882	0	0	0	0	0	0	0	0	0	0	0	0
26,464	500,000	2	3	1	49	-1	-1	-1	2	-1	0	396	396	5,792	396	792	396	396	5,792	0	792	0	5,857	1
26,465	50,000	2	3	2	51	0	0	0	0	0	0	46,880	25,577	26,352	16,846	17,562	18,275	1,500	1,269	1,284	1,000	1,000	740	0
26,466	140,000	2	2	2	50	0	0	0	0	0	0	128,949	133,778	131,241	25,994	25,769	24,552	7,000	6,000	3,000	5,000	4,000	6,000	1
26,467	210,000	2	2	2	49	-1	-1	-1	-1	0	0	991	4,045	4,056	65,825	60,803	56,578	6,035	4,056	65,825	1,420	1,132	5,000	1
26,468	100,000	2	3	1	49	0	0	0	0	0	0	41,088	41,807	43,348	42,782	40,779	40,618	2,000	3,000	1,900	1,550	1,430	3,143	0
26,469	50,000	2	2	1	50	0	0	0	0	0	0	14,592	16,335	18,061	18,955	19,933	21,605	2,000	2,000	1,500	1,300	2,000	1,000	0
26,470	20,000	2	3	1	51	0	0	0	0	0	0	13,184	14,200	16,958	19,651	37,332	19,225	1,242	3,000	3,000	3,772	1,420	729	0
26,471	200,000	2	2	1	50	0	0	0	0	0	0	4,701	3,146	4,486	13,390	8,009	5,010	2,310	3,518	12,537	45	514	2,811	0
26,472	100,000	2	3	1	51	-1	-1	-1	-1	-1	-1	200	100	197	245	3,210	318	100	197	245	3,210	318	797	0
26,473	50,000	2	3	1	50	0	0	0	0	0	0	36,149	38,078	36,766	30,490	26,934	28,118	3,000	10,000	5,000	1,500	2,000	2,000	1
26,474	230,000	2	3	1	53	0	0	0	0	0	0	38,723	39,347	37,571	38,924	40,027	41,277	2,001	2,000	2,000	2,000	2,000	2,000	0
26,475	260,000	2	2	1	50	0	0	0	0	0	0	263,320	171,626	175,869	180,891	184,952	182,328	7,000	7,000	8,000	7,032	13,603	5,000	0
26,476	120,000	2	2	1	52	1	2	0	0	0	0	123,184	117,849	120,471	117,218	116,871	122,192	0	6,100	5,700	4,500	9,000	4,700	1
26,477	380,000	2	3	2	51	-1	-1	0	-1	0	-1	43,715	60,718	21,814	47,964	33,405	2,981	60,718	2,200	48,000	0	2,981	35,500	0
26,478	80,000	2	3	1	65	0	0	0	0	0	0	82,074	80,260	82,116	80,299	81,416	81,617	3,470	3,750	3,520	3,069	3,271	3,262	0
26,479	240,000	2	1	1	50	-2	-2	-2	-2	-2	-2	498	-2	497	-3	-3	-3	0	499	0	0	0	0	0
26,480	30,000	2	2	1	54	0	0	0	0	0	-1	33,494	32,978	32,415	30,324	31,124	25,502	2,506	2,430	1,300	1,000	34,436	950	1
26,481	30,000	2	2	1	59	0	0	0	0	0	0	27,620	27,921	28,585	29,007	29,195	21,335	1,449	1,503	1,315	893	1,000	513	0
26,482	80,000	2	3	2	55	1	-1	0	0	0	0	78,910	80,362	77,986	78,803	50,140	47,757	84,361	3,837	3,141	2,000	2,000	2,000	0
26,483	50,000	2	2	1	54	0	0	0	0	0	0	50,566	49,717	49,661	49,581	49,550	48,871	2,102	2,013	1,747	2,012	2,000	5,900	0
26,484	10,000	2	1	2	56	1	2	2	2	0	0	12,006	6,367	9,839	6,998	3,183	1,151	1,000	4,000	0	0	0	0	0
26,485	100,000	2	3	1	50	2	2	2	2	-1	0	117,517	110,537	99,734	99,973	71,008	66,735	4,700	0	3,000	103,000	2,500	3,000	1
26,486	280,000	2	3	1	50	-2	-2	-2	-2	-2	-2	0	0	0	679	3,047	5,742	0	0	679	3,047	5,742	440	0
26,487	30,000	2	3	1	55	1	2	0	0	0	0	30,724	29,278	30,393	29,785	30,377	30,155	0	1,600	1,585	1,377	1,155	2,600	1
26,488	80,000	2	3	1	50	-1	-1	-2	-2	-2	-2	7,506	0	0	0	0	0	0	0	0	0	0	3,106	0
26,489	30,000	2	3	2	51	0	0	0	0	0	-1	14,417	17,261	20,543	18,180	7,200	18,183	9,000	5,000	8,180	2,200	18,183	8,975	0
26,490	170,000	2	2	2	51	0	0	0	0	0	0	154,278	161,679	165,068	166,227	109,682	112,906	10,000	7,500	6,778	4,000	5,000	5,000	0
26,491	60,000	2	2	1	52	1	2	0	0	0	0	28,934	27,122	27,774	28,347	28,515	28,715	0	1,481	1,444	1,002	1,030	1,081	0
26,492	100,000	2	3	1	50	0	0	0	0	0	0	92,956	96,180	97,701	100,113	102,120	73,630	4,333	3,518	3,567	3,183	2,674	2,836	0
26,493	160,000	2	1	1	58	-2	-2	-2	-2	-2	-2	749	3,883	3,584	1,830	390	390	3,894	3,594	2,246	390	390	390	1
26,494	50,000	2	2	2	55	0	0	0	0	0	0	40,623	40,088	38,706	38,034	23,675	22,888	1,616	2,180	2,004	1,000	1,002	1,004	0
26,495	360,000	2	1	1	59	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
26,496	210,000	2	1	1	52	-1	-1	-1	-2	-1	-1	262	738	0	0	1,858	45	738	0	0	1,858	45	3,667	0
26,497	190,000	2	2	1	55	-1	-1	-1	-1	-1	-1	6,637	6,476	14,501	1,190	3,705	1,049	6,476	14,915	1,190	3,705	1,049	10,160	0
26,498	90,000	2	3	1	52	0	0	0	0	0	0	42,567	43,578	44,881	43,906	43,767	43,619	2,022	2,325	1,510	1,199	2,380	1,204	0
26,499	50,000	2	3	1	52	0	0	0	0	-1	-1	48,195	49,024	38,085	0	10,400	0	2,035	1,650	0	10,400	0	0	0
26,500	30,000	2	3	2	55	-2	-2	-2	-1	-1	-2	-330	340	-220	780	0	0	500	0	1,000	0	0	0	0

Subsets and Splits

No community queries yet

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