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
6,801	20,000	1	3	1	50	2	2	2	0	0	0	15,089	17,037	17,457	17,868	18,428	19,120	2,200	1,000	1,000	1,000	1,000	900	1
6,802	380,000	1	1	1	53	-2	-2	-2	-2	-2	-2	360	360	360	720	360	360	360	360	720	0	360	360	0
6,803	180,000	2	1	2	30	0	0	0	0	0	0	173,094	131,039	132,269	144,990	152,632	155,935	7,000	4,900	15,000	10,000	6,000	6,500	0
6,804	50,000	1	2	2	27	0	0	0	-2	-2	-2	26,380	26,439	-200	-200	-200	-200	1,000	0	0	0	0	0	0
6,805	280,000	1	1	2	33	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
6,806	30,000	2	3	2	47	0	0	0	0	0	0	25,262	24,365	5,160	6,160	5,780	4,790	1,518	1,000	1,000	0	1,000	0	0
6,807	100,000	1	2	2	25	2	0	0	-2	-2	-1	97,614	50,976	-212	-212	-212	138	3,000	0	0	0	500	500	1
6,808	30,000	1	1	2	45	0	0	0	0	-1	2	27,990	27,632	27,992	16,065	930	780	1,850	4,700	1,000	930	0	0	0
6,809	160,000	2	2	2	30	0	0	0	0	0	0	124,178	118,255	111,807	107,418	90,471	86,363	4,507	4,000	3,500	3,300	3,500	3,000	0
6,810	210,000	1	1	1	42	-1	-1	-1	-1	-1	-1	2,295	6,072	8,319	5,330	1,586	4,920	6,090	8,369	5,346	1,590	4,934	3,568	0
6,811	10,000	1	1	2	30	0	0	0	0	0	0	7,930	7,718	8,518	8,950	9,795	3,274	1,200	1,000	1,000	1,000	59	0	0
6,812	420,000	2	2	2	36	-1	-1	-1	0	-1	-1	3,581	16,629	33,433	28,468	35,669	23,317	16,647	33,595	16,000	36,625	23,317	23,983	0
6,813	400,000	2	1	1	37	-2	-1	0	0	0	0	-151	27,952	47,213	121,013	87,332	106,519	78,130	20,000	93,000	30,000	20,000	12,014	0
6,814	70,000	2	1	2	29	0	0	0	0	0	0	62,870	63,992	64,720	66,031	67,459	69,171	2,134	1,600	1,587	1,700	2,000	1,900	0
6,815	110,000	1	2	2	31	0	0	0	0	0	0	61,050	62,663	62,425	59,118	49,449	38,047	2,600	2,100	2,000	2,000	1,500	1,000	0
6,816	300,000	1	1	1	54	0	0	-2	-2	-2	-2	234,589	0	0	0	0	0	0	0	0	0	0	0	0
6,817	120,000	2	1	2	27	-1	0	0	0	0	0	22,027	51,757	113,157	106,767	30,237	-1,280	35,000	100,000	0	0	0	2,750	0
6,818	180,000	1	1	2	27	0	0	0	0	0	0	13,895	14,385	13,190	17,676	14,792	11,210	5,000	3,000	8,700	1,500	600	4,000	0
6,819	400,000	1	1	1	46	0	0	0	0	0	0	31,864	34,538	31,648	127,340	129,411	128,796	4,237	4,000	100,000	5,000	4,183	3,613	0
6,820	100,000	1	1	1	44	0	0	0	0	0	0	37,222	38,628	39,982	40,914	42,053	43,151	2,000	2,000	1,600	1,800	1,800	1,700	0
6,821	220,000	2	2	1	32	-2	-2	-2	-2	-2	-1	183,718	172,250	175,771	180,794	184,650	167,856	6,243	6,376	7,942	8,270	170,000	6,002	1
6,822	220,000	2	2	1	43	-1	-1	-1	-1	-1	-1	316	316	316	956	1,087	316	316	316	956	1,087	316	4,342	0
6,823	140,000	2	2	1	27	0	0	0	0	0	0	126,771	132,730	124,689	105,447	106,704	97,725	10,000	5,000	5,000	5,000	5,000	5,000	0
6,824	90,000	2	2	1	51	0	0	0	0	0	0	112,577	105,189	97,048	88,247	88,564	90,145	4,000	3,330	3,087	3,162	4,496	4,003	1
6,825	30,000	2	1	2	23	0	0	0	0	0	0	29,292	28,809	30,005	30,452	29,197	29,381	1,804	2,000	1,200	1,600	1,211	1,165	0
6,826	240,000	2	1	2	28	0	0	-1	-1	-1	-2	2,276	3,188	454	2,500	0	0	1,000	454	2,500	0	0	0	0
6,827	110,000	2	1	1	37	0	0	2	2	0	0	106,658	111,694	112,131	108,106	109,798	107,372	10,800	3,808	0	4,000	5,000	5,000	0
6,828	60,000	2	1	2	24	2	2	2	2	2	3	37,356	41,624	40,655	43,974	46,625	45,590	5,200	0	4,000	3,500	0	0	1
6,829	20,000	1	2	2	26	1	5	4	3	2	0	13,242	12,762	12,276	11,790	11,460	14,090	0	0	0	0	3,000	5,000	1
6,830	180,000	1	2	1	53	0	0	0	0	0	0	173,481	176,308	179,878	182,005	175,016	178,293	7,900	8,000	7,000	6,565	6,800	6,100	1
6,831	130,000	2	2	2	26	0	0	0	0	0	0	84,133	84,458	62,441	48,175	29,874	15,525	2,758	2,741	2,175	1,874	1,525	0	0
6,832	130,000	2	3	1	36	0	0	0	0	0	0	42,553	43,606	44,577	45,013	45,695	46,283	1,740	1,711	1,587	1,823	1,956	1,125	0
6,833	70,000	1	1	2	26	2	0	0	0	0	0	50,587	51,329	48,122	43,912	44,834	45,737	2,214	3,510	1,720	1,780	1,800	1,900	0
6,834	10,000	1	2	1	42	-1	2	0	0	2	2	9,860	9,169	9,055	9,908	9,611	10,059	0	1,200	1,000	0	1,000	0	1
6,835	50,000	2	1	2	24	-2	-2	-2	-2	-2	-2	894	1,020	0	0	0	0	1,020	0	0	0	0	0	0
6,836	190,000	2	1	1	31	-1	3	2	-1	-1	-1	8,121	6,523	750	14,724	919	-3,899	0	0	14,724	0	0	25,000	0
6,837	60,000	1	2	2	36	0	0	0	0	0	0	59,219	58,852	54,811	39,960	40,133	37,607	3,083	1,857	1,289	1,615	1,484	2,500	0
6,838	20,000	1	1	2	25	1	2	2	0	0	0	17,147	19,557	18,935	19,005	17,862	20,393	3,000	0	653	900	3,000	27	1
6,839	80,000	2	2	2	42	2	2	2	2	2	2	73,981	76,489	77,611	78,683	80,315	81,887	9,625	3,000	2,900	3,000	3,000	0	1
6,840	500,000	2	1	1	51	-1	-1	-1	0	0	0	5,255	86,992	37,272	24,445	77,828	61,029	86,992	37,272	0	65,428	1,221	21,984	0
6,841	220,000	1	3	1	52	1	-2	-2	-2	-2	-2	-4,300	-4,300	-4,620	-4,620	-5,820	-5,820	0	0	0	0	0	0	0
6,842	230,000	2	2	1	36	-2	-2	-2	-2	-2	-2	3,786	2,894	1,200	2,735	3,231	909	2,914	1,406	2,735	3,241	913	0	0
6,843	20,000	1	2	2	25	2	2	2	2	2	0	15,522	16,469	15,907	17,140	16,724	18,438	1,500	0	1,500	0	2,000	1,500	0
6,844	50,000	1	2	2	39	0	0	0	0	-1	-1	48,803	48,808	20,131	19,940	390	540	1,487	1,200	399	390	540	390	1
6,845	120,000	2	1	2	29	0	0	0	0	0	0	110,488	107,488	97,021	86,283	87,345	81,666	4,000	5,000	3,000	3,300	3,010	3,000	0
6,846	130,000	2	2	2	34	0	0	0	0	2	0	99,593	100,415	103,618	107,525	104,042	100,190	4,050	5,600	7,800	0	3,900	3,100	1
6,847	230,000	2	1	2	26	2	-1	-1	-1	-1	0	363	363	363	372	1,971	2,566	363	363	372	1,971	1,000	865	0
6,848	350,000	1	1	2	32	0	0	0	0	0	0	92,134	120,340	142,794	101,923	103,119	84,834	30,000	25,000	5,000	5,000	4,000	5,000	0
6,849	300,000	2	1	2	38	-2	-2	-2	-2	-2	-2	13,548	13,097	3,025	4,128	1,726	-587	2,060	2,004	2,003	1,726	692	116,422	0
6,850	70,000	2	2	2	55	0	0	0	0	0	0	67,572	58,969	57,625	45,675	46,236	46,758	2,124	2,311	1,622	1,674	1,677	1,697	0
6,851	280,000	1	1	2	33	0	0	0	0	0	0	281,604	283,292	281,327	189,287	185,398	184,414	10,000	10,059	5,201	5,211	5,500	5,500	0
6,852	60,000	2	2	1	25	0	0	0	0	0	0	20,636	21,367	22,334	22,426	22,240	25,378	1,369	1,336	927	801	4,000	5,000	1
6,853	310,000	1	2	2	42	0	0	0	0	0	0	169,749	172,685	176,630	180,315	184,072	188,194	7,000	6,630	6,379	6,586	7,086	7,522	1
6,854	290,000	1	3	2	34	0	0	0	0	0	0	5,451	6,230	140,802	143,354	146,225	148,820	1,200	135,000	5,200	5,500	5,500	5,400	1
6,855	180,000	1	1	1	35	1	2	2	2	2	2	133,424	134,835	131,176	139,976	138,325	146,136	5,000	0	11,000	700	10,300	0	1
6,856	340,000	2	1	2	43	1	-2	-2	-2	-2	-2	-212	-212	-212	-212	-212	-212	0	0	0	0	0	154	0
6,857	360,000	2	1	2	29	-2	-2	-2	-2	-2	-2	5,041	7,485	4,480	3,260	3,884	4,352	2,500	7,740	3,260	3,884	4,352	4,509	0
6,858	180,000	2	1	1	33	-1	0	0	0	0	0	996	1,999	2,216	2,301	2,364	2,286	1,503	1,400	250	228	106	1,601	1
6,859	30,000	2	3	1	48	0	0	0	0	0	0	25,615	26,950	27,899	29,614	30,127	29,646	1,751	1,700	2,500	1,000	2,000	4,034	0
6,860	100,000	1	1	2	32	0	0	0	0	0	0	26,127	26,608	24,689	25,699	26,809	25,836	2,000	2,000	1,700	1,500	1,500	1,700	0
6,861	180,000	1	2	1	42	0	0	0	0	0	0	87,815	79,072	59,852	60,761	62,425	63,982	3,800	3,000	2,500	2,800	3,000	2,000	0
6,862	210,000	2	1	2	31	2	2	2	2	0	0	131,297	128,743	129,104	125,887	112,439	104,537	9,735	4,000	0	4,000	3,850	12,203	1
6,863	180,000	2	2	1	36	0	0	0	0	0	0	111,190	113,912	116,231	117,803	120,350	124,190	6,000	5,700	5,000	4,600	6,000	3,500	0
6,864	60,000	2	3	3	48	0	0	2	2	-1	0	53,116	55,950	54,439	-561	20,115	20,000	3,689	0	0	20,907	400	0	0
6,865	500,000	1	1	2	30	0	0	0	0	0	0	192,257	201,402	444,462	418,237	424,244	383,145	40,000	300,018	15,000	17,000	15,000	11,100	0
6,866	200,000	2	2	1	37	0	0	0	0	0	0	5,766	6,786	7,796	8,512	10,205	11,032	1,274	1,284	1,000	2,000	1,000	574	0
6,867	610,000	2	2	1	39	0	0	0	0	0	0	145,143	136,334	103,624	101,044	106,356	92,459	5,002	5,000	4,006	10,000	7,000	5,000	0
6,868	50,000	1	2	2	29	0	0	0	0	0	0	47,373	48,076	23,459	16,175	17,753	18,302	2,000	2,083	2,000	2,000	1,000	1,000	0
6,869	80,000	2	6	2	25	0	0	0	-2	-1	0	6,643	9,400	0	0	11,457	6,709	3,000	0	0	45,568	3,000	3,001	0
6,870	210,000	1	1	2	38	0	0	0	0	0	0	103,310	111,472	79,503	75,528	72,567	69,502	107,651	2,861	2,388	3,000	3,000	2,500	0
6,871	50,000	1	1	2	56	1	2	0	0	0	0	52,108	50,445	42,652	9,965	9,720	9,951	52	2,176	334	336	375	1,000	0
6,872	360,000	1	1	1	58	-1	-1	-1	-1	-1	-1	5,619	14,822	43,000	4,650	12,132	13,953	15,008	43,065	4,650	12,132	13,953	2,200	0
6,873	240,000	1	2	2	30	-2	-2	-1	-1	-1	-1	53,812	2,000	2,396	4,657	2,452	2,418	2,010	2,613	5,076	2,464	2,428	4,170	0
6,874	20,000	1	3	1	56	0	0	0	0	2	0	10,847	12,176	12,884	13,784	13,420	13,686	1,508	1,216	1,116	0	490	658	0
6,875	10,000	1	1	2	22	0	0	-1	-1	-1	-1	2,946	0	390	390	390	0	0	390	390	390	0	780	1
6,876	30,000	2	2	2	23	2	0	0	0	0	0	30,558	30,363	29,077	30,029	26,366	28,916	1,500	1,600	1,500	1,000	3,000	0	1
6,877	360,000	1	0	2	30	0	0	-1	0	0	-1	40,250	23,022	12,272	34,345	36,777	30	23,000	12,280	25,007	25,008	1,767	3,300	0
6,878	260,000	1	1	2	29	0	0	0	0	0	0	52,079	52,083	46,703	47,500	45,030	48,249	6,000	5,000	5,000	4,000	5,000	5,000	0
6,879	100,000	1	2	1	52	0	0	0	0	0	0	64,358	64,956	66,816	36,448	37,481	37,684	2,416	3,000	1,500	2,000	1,360	1,500	0
6,880	500,000	2	2	1	40	-1	-1	-1	-1	-1	-2	2,231	-9	2,312	2,928	0	0	0	2,321	2,928	0	0	0	0
6,881	70,000	2	3	2	42	0	0	0	0	0	0	69,470	70,279	70,207	30,348	28,320	28,704	3,085	2,808	2,455	1,337	2,000	882	0
6,882	200,000	2	1	1	38	-2	-2	-2	-1	2	-1	26,344	0	0	320	170	2,865	0	0	329	0	2,865	801	0
6,883	230,000	2	5	2	45	0	0	0	0	0	0	144,407	146,277	149,338	152,555	155,934	159,332	5,400	5,500	5,700	6,000	6,000	6,000	0
6,884	200,000	1	2	2	36	-1	-1	-2	-1	-1	-1	2,989	0	0	2,989	9,059	52,248	0	0	2,989	9,059	52,546	10,380	0
6,885	110,000	1	2	1	38	2	2	2	0	0	2	96,898	96,071	93,321	94,034	99,531	96,614	4,826	5	4,000	7,300	0	4,000	1
6,886	260,000	2	1	2	33	0	0	0	0	0	0	6,818	8,040	11,736	10,190	18,122	0	1,340	4,036	204	8,122	0	200	0
6,887	50,000	2	3	3	55	-1	-1	-1	0	0	2	390	390	911	1,080	930	390	390	911	559	390	0	390	0
6,888	50,000	1	2	2	44	0	0	0	0	0	0	49,120	50,823	49,844	20,239	20,241	19,921	2,504	1,590	701	803	1,000	671	0
6,889	80,000	1	2	2	23	0	-1	2	-1	-1	-2	25,992	904	68	232	-604	-440	1,000	0	1,000	0	1,000	0	0
6,890	260,000	1	1	2	29	-1	-1	-1	-1	-1	-1	7,168	4,495	4,032	2,104	2,650	3,472	4,497	4,035	2,111	2,653	4,054	5,014	0
6,891	80,000	1	1	2	31	0	0	0	0	0	0	48,783	42,692	34,593	38,808	40,942	40,854	5,000	3,000	5,000	5,000	3,000	2,000	0
6,892	80,000	2	1	2	29	0	0	0	0	0	0	48,164	49,388	51,760	52,650	55,477	55,020	2,000	3,305	3,000	7,767	7,007	5,000	0
6,893	200,000	2	5	1	36	-1	-1	-1	-1	-1	-1	2,353	2,957	738	4,152	2,866	1,414	3,011	747	4,164	2,874	1,418	2,148	0
6,894	370,000	2	2	2	29	4	3	2	0	0	0	390,509	382,898	365,461	304,436	311,426	275,628	0	0	10,019	11,000	10,000	10,000	1
6,895	60,000	2	1	1	43	2	2	2	2	2	2	46,806	47,758	48,669	49,559	50,608	51,426	2,000	2,000	2,000	2,000	1,806	2,300	1
6,896	260,000	1	1	2	29	1	2	-1	-1	-1	-2	56,536	23,827	29,423	37,900	-3,400	-4,000	778	29,423	10,000	0	0	24,450	0
6,897	30,000	1	2	2	35	3	2	2	0	0	0	13,461	14,179	13,654	13,979	15,525	0	1,228	0	553	1,825	0	0	1
6,898	120,000	1	2	2	32	1	2	2	2	2	2	60,316	61,763	63,154	64,524	66,345	68,104	3,000	3,000	3,000	3,000	3,000	0	1
6,899	130,000	2	3	2	39	0	0	0	2	0	0	133,825	134,495	133,745	130,814	130,758	123,468	7,500	10,000	0	4,500	4,500	4,179	0
6,900	160,000	2	3	1	38	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0

Subsets and Splits

No community queries yet

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