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
9,601	80,000	2	2	2	30	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
9,602	140,000	2	3	2	24	0	0	0	0	0	0	20,923	19,713	19,385	19,244	17,185	36,377	1,633	1,600	800	1,753	20,000	938	0
9,603	180,000	2	3	2	30	0	0	0	0	0	0	105,873	90,251	62,144	56,728	52,918	20,856	5,000	3,500	1,000	1,420	1,000	500	0
9,604	30,000	2	2	2	30	0	0	2	0	0	0	16,570	18,989	18,387	22,047	23,691	25,547	3,000	0	4,000	2,000	2,250	1,500	0
9,605	290,000	1	1	3	55	0	0	2	0	0	0	7,970	10,320	10,005	10,838	11,663	13,301	2,482	0	1,000	1,000	2,000	2,000	1
9,606	110,000	2	3	2	45	0	0	0	0	0	0	9,242	9,484	13,922	18,766	28,498	30,667	5,000	5,000	5,000	10,000	5,000	5,000	0
9,607	60,000	1	1	2	25	0	0	0	0	0	0	24,200	34,708	25,326	27,914	30,476	31,982	11,000	2,000	3,000	3,000	2,000	2,000	0
9,608	80,000	2	1	1	35	-1	2	-1	-1	-1	-1	3,614	82	3,723	303	662	3,295	0	3,723	891	662	3,295	1,088	0
9,609	110,000	1	1	2	25	0	0	0	0	0	0	64,155	65,743	66,533	67,677	39,066	39,884	2,621	2,123	1,952	2,000	1,468	800	0
9,610	20,000	1	2	1	42	1	2	0	0	0	0	17,614	17,042	18,052	18,562	18,814	19,500	0	1,300	810	700	1,000	900	1
9,611	150,000	1	3	2	31	-1	-1	-1	-1	-1	-1	4,213	5,897	2,365	5,004	5,531	3,567	5,914	2,378	5,019	5,547	3,576	5,138	0
9,612	240,000	2	3	1	44	-1	-1	-1	-1	0	-1	24,469	11,511	4,670	17,480	5,489	7,740	11,511	4,670	17,480	0	7,740	6,788	0
9,613	400,000	1	1	1	44	0	0	0	0	0	0	18,432	24,198	22,584	22,655	23,417	16,845	6,838	2,159	1,000	3,000	1,008	1,000	0
9,614	120,000	1	1	1	34	2	2	2	2	2	2	97,463	99,018	100,493	101,937	104,159	102,324	4,000	4,000	4,000	4,000	0	8,000	1
9,615	330,000	1	1	2	39	0	0	0	0	0	0	365,672	346,014	334,826	265,256	264,516	264,079	12,350	12,780	9,400	20,000	9,610	10,200	0
9,616	30,000	1	2	2	29	-1	-1	-1	-1	0	-1	390	390	390	1,438	719	1,588	390	390	1,438	0	1,588	0	0
9,617	100,000	1	3	1	55	2	-1	-1	-1	-2	-1	435	435	285	-150	-585	1,020	435	285	0	0	2,040	0	0
9,618	140,000	1	1	2	37	-1	-1	-1	-1	-1	-1	291	291	291	291	291	441	291	291	291	291	441	291	0
9,619	50,000	1	5	2	33	0	0	0	0	0	-2	45,226	46,080	32,218	20,650	0	0	1,618	1,647	1,050	0	0	0	0
9,620	310,000	1	1	2	37	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
9,621	160,000	2	3	1	49	-2	-2	-1	-1	-1	-2	741	6,339	3,334	3,086	6,959	5,404	6,339	3,338	3,090	6,971	5,410	1,816	0
9,622	110,000	2	1	2	25	-2	-2	-2	-2	-2	-2	86,107	83,894	85,037	44,819	24,512	25,447	0	4,000	2,100	2,000	1,500	1,500	0
9,623	20,000	1	2	1	45	-2	-2	-2	-2	-2	-2	1,651	0	390	390	780	0	0	390	390	780	0	0	0
9,624	30,000	2	3	2	23	-1	-1	-1	-1	-1	-1	528	913	10,773	916	3,091	700	913	10,773	916	3,091	700	0	0
9,625	50,000	1	2	1	47	1	-1	-1	-1	-2	-2	0	835	226	-1,300	-1,300	-1,300	835	226	0	0	0	0	0
9,626	20,000	1	3	2	24	0	0	0	0	2	2	13,470	14,748	15,761	17,497	17,075	19,777	1,500	1,264	2,000	0	3,000	0	1
9,627	220,000	2	1	2	36	-1	-1	-1	-1	-1	-1	1,838	921	943	1,467	25,075	6,862	923	945	1,471	25,150	6,882	7,715	0
9,628	460,000	1	1	2	36	-1	-1	-1	0	0	0	11,469	13,749	32,838	33,203	3,129	5,945	13,766	32,871	21,000	165	3,551	28,979	0
9,629	150,000	2	1	2	34	1	-2	-2	-2	-1	2	0	0	0	0	552	252	0	0	0	552	0	13,404	1
9,630	50,000	2	3	1	53	0	0	0	0	0	-2	20,211	48,672	34,694	35,503	2,025	0	36,396	1,662	1,471	2,125	0	0	0
9,631	100,000	2	1	1	32	2	0	0	0	0	2	98,033	97,995	98,781	97,946	101,885	98,015	4,620	4,700	3,900	7,900	0	7,700	0
9,632	260,000	1	1	1	50	0	0	0	0	0	-1	115,937	118,957	119,649	122,448	-3,353	123,939	5,800	6,000	8,000	40,000	127,292	6,000	0
9,633	50,000	1	3	1	41	4	3	2	0	0	-1	52,955	51,847	50,307	27,707	28,479	28,979	0	0	0	974	31,100	1,200	1
9,634	50,000	2	2	2	27	0	0	0	0	0	0	46,465	47,776	47,626	45,227	29,436	10,363	2,367	1,606	1,198	1,196	343	154	0
9,635	240,000	2	1	2	34	-1	-1	-2	-2	-2	-2	4,970	0	0	0	0	0	0	0	0	0	0	0	0
9,636	230,000	1	3	2	24	0	0	0	0	2	0	82,066	80,317	70,854	74,413	72,447	73,418	4,000	3,500	6,000	0	3,000	2,800	0
9,637	90,000	2	2	2	28	0	0	0	0	0	2	69,186	72,450	73,798	74,682	79,586	78,261	5,000	3,158	2,600	6,000	0	19,000	0
9,638	20,000	2	2	2	22	0	0	2	0	0	0	5,473	7,492	4,988	11,680	6,590	0	2,300	0	102	1,500	0	0	0
9,639	70,000	2	3	2	25	0	0	0	0	2	0	68,658	68,618	61,208	50,111	49,207	50,524	4,500	2,783	25,000	0	3,000	6,000	0
9,640	260,000	1	1	2	29	0	0	0	0	0	0	128,208	100,939	92,549	90,038	88,772	111,287	17,000	6,000	5,000	6,500	25,000	4,000	0
9,641	20,000	2	2	2	35	1	2	0	0	-2	-2	14,181	12,467	6,689	0	0	0	0	1,000	0	0	0	0	1
9,642	150,000	2	2	2	29	0	0	0	0	0	0	94,409	92,047	79,088	81,399	74,009	65,871	5,000	5,000	5,000	6,000	5,000	4,000	0
9,643	200,000	2	3	2	51	0	0	0	0	0	0	196,875	180,428	131,111	112,995	107,300	101,918	7,657	4,814	3,921	4,000	4,365	11,000	0
9,644	50,000	1	1	2	57	0	0	0	0	0	0	50,770	50,709	49,814	51,199	20,306	20,306	1,814	1,816	2,201	716	721	693	0
9,645	210,000	1	2	1	39	-1	-1	-1	-1	-1	-1	1,443	1,443	1,443	1,443	1,443	1,443	1,443	1,443	1,443	1,443	1,443	1,443	0
9,646	360,000	1	1	2	27	-1	-1	-1	-1	0	0	759	5,695	1,390	8,531	8,531	-33	5,702	1,395	8,531	0	0	0	0
9,647	30,000	2	2	2	34	1	2	2	2	2	2	23,860	23,192	30,042	28,276	30,483	29,848	0	7,300	0	2,666	0	1,000	0
9,648	170,000	2	2	2	35	0	0	0	-1	-1	-1	13,500	7,499	7,301	10,342	14,295	20,471	1,315	1,200	10,342	14,295	20,471	6,401	0
9,649	500,000	2	2	2	32	0	0	0	0	0	0	44,462	37,890	28,527	27,030	27,454	30,486	7,000	7,000	8,000	10,000	12,000	2,876	0
9,650	80,000	1	2	2	31	0	0	0	0	0	0	45,605	46,669	47,892	49,098	50,152	51,812	1,800	2,000	2,000	2,000	2,500	4,000	0
9,651	70,000	1	2	2	24	3	2	2	2	2	2	63,000	64,397	65,253	63,609	68,397	69,605	3,000	2,500	0	6,000	2,500	2,700	1
9,652	100,000	1	3	2	26	0	0	0	0	0	-1	30,627	31,894	33,049	33,112	0	715	2,326	2,000	1,300	0	715	0	0
9,653	300,000	2	2	1	26	-1	-1	-1	-1	-1	-1	316	316	316	316	316	466	316	316	316	316	466	316	0
9,654	200,000	2	2	1	49	-1	-1	2	0	0	0	3,024	11,080	8,736	26,383	27,959	20,360	10,000	0	20,000	10,000	5,000	1,520	0
9,655	190,000	1	1	2	30	-1	-1	-1	-1	-1	-1	25,953	1,590	478	10,035	24,345	1,150	1,698	478	10,035	24,345	1,191	14,512	0
9,656	30,000	2	3	1	43	0	0	0	0	0	0	23,101	16,480	15,459	15,366	15,680	15,000	1,481	1,400	307	314	300	1,770	0
9,657	230,000	2	3	1	58	1	-2	-1	-1	-1	0	0	0	3,000	1,800	29,387	22,980	0	3,000	1,800	29,387	1,200	2,525	0
9,658	80,000	1	1	1	46	0	0	0	0	0	0	39,115	40,176	39,681	29,213	25,356	22,723	2,000	2,490	1,522	1,100	960	988	0
9,659	280,000	2	1	2	36	1	-2	-2	-1	-1	-2	124	0	0	428	0	0	0	0	428	0	0	0	0
9,660	140,000	2	1	2	29	1	2	0	0	0	0	144,922	141,289	137,377	93,261	95,368	97,063	17	5,547	3,242	3,512	3,333	4,383	0
9,661	30,000	2	3	1	35	2	2	2	2	2	2	27,160	26,444	28,694	27,936	29,930	29,302	0	3,000	0	2,600	0	1,600	1
9,662	30,000	2	2	1	36	2	2	2	2	2	2	16,818	20,213	19,590	21,261	20,783	22,081	4,000	0	2,000	0	1,800	0	1
9,663	20,000	1	2	1	51	0	0	0	0	0	0	18,673	17,572	18,584	19,097	19,328	37,576	1,297	1,309	822	682	0	1,558	0
9,664	230,000	2	2	1	30	-1	-1	-1	0	-1	-1	3,686	5,557	5,816	1,288	23,196	15,072	5,619	5,838	7	23,312	15,147	16,518	0
9,665	20,000	1	2	2	23	0	0	2	0	0	-2	16,831	20,404	19,621	14,051	0	0	4,183	0	281	0	0	0	1
9,666	360,000	2	1	2	27	0	0	0	0	0	2	21,275	22,517	23,707	24,145	24,068	24,350	1,800	1,800	1,000	1,649	1,003	3	1
9,667	60,000	2	1	2	24	0	0	0	0	0	0	56,119	57,282	58,533	59,349	55,302	56,563	2,664	2,800	2,400	2,100	2,181	2,213	0
9,668	20,000	2	2	2	48	0	0	0	2	0	0	14,218	15,247	16,986	16,418	16,615	16,944	1,562	2,301	0	610	604	779	1
9,669	500,000	1	1	1	44	-1	-1	-1	0	-1	-1	367	15,272	12,925	75,667	67,609	71,946	16,652	76,146	67,697	67,609	71,946	14,000	0
9,670	380,000	1	2	1	39	-2	-2	-2	-1	-1	-2	0	4,107	2,517	710	0	0	4,107	2,517	716	0	0	1,183	0
9,671	160,000	1	1	2	27	1	-2	-2	-1	-1	-1	-1,860	-2,790	-4,650	930	930	2,010	0	0	5,580	930	2,010	0	0
9,672	170,000	1	1	2	48	2	2	7	7	7	7	2,400	2,400	2,400	2,400	2,400	2,400	0	0	0	0	0	0	0
9,673	430,000	2	1	2	29	0	0	0	0	0	0	67,336	53,400	52,214	32,386	32,848	28,557	3,261	3,051	1,199	2,000	2,000	140,908	0
9,674	320,000	1	1	1	39	-1	-1	0	-1	-1	-1	8,374	17,634	38,000	1,140	997	1,633	17,634	21,000	1,140	997	1,633	0	0
9,675	180,000	1	1	1	31	-1	-1	0	0	-1	-1	1,100	860	1,480	380	740	1,100	860	1,000	0	740	1,100	380	1
9,676	50,000	1	2	2	42	-1	0	0	0	0	0	47,612	97,918	49,376	19,693	19,677	19,657	2,113	1,949	685	700	712	674	0
9,677	60,000	1	2	2	29	2	2	2	2	2	2	47,631	48,574	49,476	50,360	50,509	52,522	2,000	2,000	2,000	1,100	3,000	0	0
9,678	360,000	2	3	2	38	1	-1	-1	0	0	0	-507	751	15,369	7,845	6,786	0	1,502	15,369	200	0	0	0	0
9,679	80,000	2	2	2	23	0	0	0	0	0	0	80,998	63,184	58,346	56,361	55,933	56,936	4,500	1,973	3,000	5,000	2,100	3,200	0
9,680	50,000	1	3	1	41	-2	-2	-2	-2	-2	-2	26,948	16,272	1,000	0	0	0	5,017	1,103	0	0	0	0	0
9,681	200,000	2	2	2	37	2	0	0	0	0	0	214,261	210,315	206,563	202,896	173,111	170,326	8,000	9,000	8,000	7,000	7,200	10,500	0
9,682	460,000	2	1	2	36	-1	-1	-1	0	0	-1	58,312	36,388	52,920	50,106	50,147	1,341	36,570	52,937	1,006	1,019	1,347	1,965	0
9,683	130,000	2	2	2	23	0	0	0	0	0	0	78,426	77,613	62,963	58,470	59,069	51,599	3,000	3,000	3,000	2,500	2,000	3,000	0
9,684	440,000	1	2	2	29	0	0	0	0	0	0	430,990	436,979	329,814	289,341	287,809	293,176	18,887	12,076	10,042	11,005	11,069	9,006	0
9,685	280,000	1	2	2	38	2	2	2	0	0	0	168,581	170,775	166,749	168,739	166,757	161,777	6,000	5	5,858	5,741	5,608	5,712	1
9,686	20,000	1	3	2	39	0	-1	0	-1	-1	-1	6,530	8,389	10,090	3,450	13,030	9,507	8,389	5,000	3,450	13,030	9,507	19,794	0
9,687	60,000	2	2	2	24	0	0	0	0	0	0	57,925	58,188	58,411	58,743	60,042	57,781	2,100	3,000	2,500	2,500	2,300	5,000	0
9,688	210,000	2	2	2	38	0	0	0	0	0	0	194,358	185,907	180,618	184,110	189,134	194,966	8,000	10,000	8,000	8,000	9,000	8,000	0
9,689	100,000	2	3	2	46	0	0	0	0	0	0	56,009	58,104	62,126	68,082	73,858	77,226	3,000	5,000	7,000	6,900	4,600	4,200	0
9,690	240,000	1	1	1	46	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
9,691	280,000	2	3	2	43	0	0	0	0	0	0	194,868	178,774	172,045	175,487	179,270	183,394	7,000	7,000	6,200	6,500	7,000	7,000	0
9,692	130,000	2	1	2	29	-1	3	2	2	2	2	78	78	78	78	78	-121	0	0	0	0	0	0	0
9,693	360,000	1	1	2	35	-2	-2	-2	-2	-2	-2	1,533	-12	2,493	-6	1,299	-2	24	2,505	0	1,305	0	0	1
9,694	210,000	2	3	2	36	0	0	0	0	0	0	203,447	206,683	99,411	63,322	73,433	75,381	6,549	4,500	2,407	12,700	3,200	4,000	0
9,695	20,000	1	3	2	23	2	2	2	2	3	2	15,034	17,676	17,100	19,111	18,525	18,080	3,200	0	2,600	0	0	1,700	1
9,696	20,000	2	2	2	23	0	0	0	0	0	0	4,731	6,642	11,508	16,953	17,310	18,466	2,000	5,000	6,000	626	1,441	0	0
9,697	50,000	1	2	1	34	1	2	2	2	2	2	16,501	15,947	18,134	17,622	19,249	14,259	0	2,500	0	2,000	0	1,000	1
9,698	100,000	2	2	1	39	0	0	0	0	0	0	97,040	65,668	66,046	66,779	45,833	46,369	2,617	2,098	1,916	1,707	1,732	1,379	0
9,699	50,000	1	3	2	29	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
9,700	130,000	1	2	2	27	1	2	2	2	2	2	123,371	125,905	126,524	127,534	130,524	132,416	6,000	4,300	4,400	5,000	4,000	63	1

Subsets and Splits

No community queries yet

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