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
23,601	170,000	2	2	1	40	-1	-1	-1	-1	-1	-1	17,914	1,253	4,427	1,459	24,511	1,163	1,253	4,427	1,459	24,511	1,163	2,821	0
23,602	240,000	2	2	1	41	-2	-2	-2	-2	-2	-2	5,366	-34	6,911	611	2,631	4,583	0	6,945	614	2,634	4,606	6,242	0
23,603	300,000	2	2	1	33	2	2	0	0	0	0	279,065	273,067	278,910	283,920	253,113	246,560	0	10,638	10,569	8,809	8,883	9,960	1
23,604	90,000	2	2	1	44	2	2	-1	-1	-1	-1	1,654	827	827	2,040	1,279	1,292	0	827	2,040	1,279	1,292	1,378	0
23,605	180,000	2	2	1	35	-1	-1	-1	-1	-1	-1	11,285	11,781	13,613	8,401	1,859	429	11,798	13,694	8,401	1,859	429	946	0
23,606	210,000	2	2	1	48	-1	-1	-1	-1	-1	-1	1,417	-3	355	12,816	0	102	0	358	12,816	0	102	210	0
23,607	300,000	2	1	1	42	1	-2	-2	-2	-1	3	-694	-694	0	0	694	394	0	694	0	694	0	0	0
23,608	240,000	2	1	2	37	3	2	2	2	2	2	164,691	167,489	170,329	173,033	175,678	179,707	7,000	7,000	7,000	7,000	7,000	7,000	1
23,609	170,000	2	1	1	44	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,610	50,000	2	1	2	37	0	0	0	-1	0	0	43,886	50,411	9,688	857	3,810	4,741	2,500	7,026	1,000	3,000	1,000	1,000	0
23,611	50,000	2	2	1	39	0	0	0	0	0	0	45,989	47,302	48,330	47,763	48,578	49,015	2,081	2,109	2,049	1,864	1,923	1,882	0
23,612	230,000	2	1	2	39	-1	-1	-1	-2	-2	-2	900	1,945	0	0	0	0	1,945	0	0	0	0	1,720	0
23,613	310,000	2	1	1	34	0	0	0	0	0	0	270,776	263,983	215,686	186,680	82,775	107,595	11,080	8,054	7,037	2,010	50,186	2,011	0
23,614	150,000	2	3	2	35	1	-1	-1	-1	-1	-2	0	200	708	1,201	0	0	200	708	1,201	0	0	0	0
23,615	200,000	2	1	2	35	-2	-1	-1	-1	-1	-1	0	185	1,916	0	150	1,348	185	1,916	0	150	1,348	1,000	0
23,616	80,000	2	2	2	39	2	2	2	0	0	0	129,966	123,747	106,582	94,318	113,474	57,324	9,685	0	3,659	13,500	2,078	2,152	1
23,617	500,000	2	1	1	37	-2	-2	-2	-2	-2	-2	6,757	9,505	12,171	11,345	28,731	67,206	9,505	12,176	11,564	29,321	67,206	8,602	0
23,618	20,000	2	2	1	42	0	0	2	2	2	2	15,379	17,802	19,212	18,608	19,604	19,155	3,000	2,000	0	1,600	0	1,600	1
23,619	20,000	2	3	1	46	0	0	2	2	2	2	11,691	14,179	13,662	15,518	14,972	16,925	3,000	0	2,088	0	2,200	0	1
23,620	150,000	2	1	2	34	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
23,621	100,000	2	5	2	34	0	0	0	0	0	-1	91,674	91,348	87,244	23,181	7,721	3,219	5,004	3,811	3,002	4,000	3,219	1,864	0
23,622	210,000	2	3	1	44	-2	-2	-2	-2	-2	-2	11,771	13,462	17,706	0	5,646	14,793	13,462	17,706	0	5,646	14,793	7,376	1
23,623	300,000	2	2	1	40	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,624	80,000	2	2	2	32	1	2	-1	2	2	2	7,604	7,320	150	150	800	650	0	150	0	650	0	500	1
23,625	410,000	2	1	2	31	0	0	0	0	0	0	134,072	133,604	133,882	135,954	134,250	129,971	15,003	15,877	30,000	14,250	9,971	27,380	0
23,626	90,000	2	3	1	36	0	0	-1	0	0	0	79,642	79,001	18,318	18,982	19,371	19,608	1,580	19,789	1,295	1,000	849	1,000	0
23,627	270,000	2	2	1	43	0	0	0	0	0	0	135,068	102,743	100,360	97,583	91,849	94,824	5,000	7,000	4,049	1,000	5,003	0	0
23,628	360,000	2	2	1	41	0	0	0	0	0	0	270,553	255,348	262,153	260,025	169,474	130,705	10,900	12,500	12,500	7,000	5,000	5,200	0
23,629	230,000	2	3	1	38	0	0	0	0	0	0	67,810	61,602	48,294	49,242	48,831	51,125	1,980	1,823	1,771	1,896	3,232	2,026	0
23,630	150,000	2	2	2	42	0	0	0	-2	-2	-1	97,066	95,040	0	0	0	217	2,000	0	0	0	217	2,972	0
23,631	150,000	2	2	2	44	2	2	0	0	0	0	168,179	159,008	157,164	155,109	153,033	156,636	0	5,684	5,538	5,410	11,000	0	1
23,632	350,000	2	2	1	43	-2	-2	-2	-2	-2	-1	2,124	3,027	2,448	4,590	0	430	3,048	2,460	4,616	0	430	430	0
23,633	210,000	2	3	2	43	-1	-1	-1	-2	-2	-2	7,605	1,170	0	0	0	0	1,170	0	0	0	0	3,015	0
23,634	130,000	2	3	1	44	0	0	0	0	0	0	40,331	43,929	45,816	47,018	48,550	49,737	5,000	3,390	3,000	3,000	1,955	3,000	0
23,635	500,000	2	1	1	49	-2	-2	-2	-2	-2	-2	27,936	2,305	9,073	5,714	31,868	3,663	2,305	9,083	6,105	31,868	3,663	8,110	0
23,636	280,000	2	2	1	48	2	-1	0	0	0	0	9,511	35,852	36,875	75,016	38,304	27,383	35,852	1,467	1,200	1,792	15,137	0	1
23,637	450,000	2	1	1	39	-2	-2	-2	-2	-2	-2	8,494	24,178	5,307	118,852	11,489	26,518	25,128	5,318	118,877	11,489	26,518	3,575	0
23,638	200,000	2	2	2	46	0	0	0	0	0	0	120,343	121,198	123,834	136,629	139,504	142,269	4,342	4,593	14,955	5,143	5,166	5,349	0
23,639	290,000	2	2	1	34	0	0	0	0	-1	0	53,437	44,037	5,441	7,371	38,832	41,955	1,274	1,200	2,033	38,832	3,900	188,423	0
23,640	170,000	2	2	1	35	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,641	380,000	2	2	1	39	0	0	0	0	0	0	307,388	280,090	249,018	252,496	253,331	238,051	12,936	9,190	9,000	8,100	8,100	8,000	0
23,642	180,000	2	1	2	35	1	-2	-2	-2	-2	-2	-18	-18	-18	-18	-18	-18	0	0	0	0	0	0	1
23,643	280,000	2	1	2	35	-1	-1	-1	-1	-1	-1	6,494	28,723	9,432	3,472	3,472	10,237	28,723	9,432	3,472	3,472	10,237	12,129	0
23,644	200,000	2	2	1	31	-2	-2	-2	-2	-2	-2	2,167	9,003	1,301	7,066	3,486	12,191	9,003	1,301	7,070	3,688	12,191	4,760	0
23,645	220,000	2	2	1	40	1	-2	-2	-2	-2	-2	8,359	14,447	6,791	6,495	5,093	5,503	14,518	6,835	6,535	5,118	5,529	10,026	0
23,646	240,000	2	1	1	38	2	2	2	2	2	2	107,425	109,678	111,948	112,626	113,988	116,315	5,500	5,500	4,000	4,700	4,300	4,500	1
23,647	470,000	2	2	2	43	-2	-2	-2	-2	-2	-2	5,631	404	-3	-3	352	0	404	0	0	355	0	2,090	0
23,648	280,000	2	1	2	35	0	-1	-1	-1	-1	-1	10,089	38,936	7,444	4,858	2,309	8,925	40,000	8,069	5,005	2,400	9,000	7,678	0
23,649	200,000	2	1	2	43	-2	-2	-2	-2	-2	-2	-109	-109	-109	-109	-109	-109	0	0	0	0	0	0	1
23,650	20,000	2	3	1	46	1	2	2	0	0	2	8,131	9,042	8,753	9,916	10,793	10,400	1,200	0	1,316	1,193	0	0	0
23,651	20,000	2	2	2	34	0	0	0	0	0	0	18,649	19,727	20,330	20,199	19,609	19,957	1,700	2,000	1,200	0	348	0	0
23,652	290,000	2	1	2	34	-1	-1	-1	-1	0	-1	1,915	6,136	0	28,642	4,098	19,024	6,151	0	28,642	0	19,426	0	0
23,653	20,000	2	1	1	37	1	-2	-1	2	2	-2	-113	-113	10,887	10,413	-245	-245	1,575	11,000	0	0	0	5,100	1
23,654	150,000	2	1	1	38	-2	-2	-2	-2	-2	-2	1,544	463	1,481	21,640	2,636	4,346	463	1,481	21,643	2,636	4,346	0	0
23,655	160,000	2	2	1	36	-2	-2	-2	-2	-2	-2	-20	-20	3,640	2,935	1,603	14,129	0	3,660	3,135	1,650	14,200	1,500	1
23,656	360,000	2	1	1	36	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
23,657	160,000	2	2	1	41	1	2	0	0	0	0	99,496	97,013	98,427	102,250	102,734	104,901	0	3,879	5,459	3,675	3,821	8,256	0
23,658	400,000	2	1	1	37	0	0	0	0	0	0	229,714	222,726	162,828	131,433	126,929	122,492	11,477	8,000	4,553	3,600	3,546	3,864	0
23,659	180,000	2	2	2	36	0	0	0	2	2	-1	14,222	14,701	17,322	13,137	0	2,293	1,300	2,902	3,047	0	2,293	2,000	0
23,660	120,000	2	2	1	32	0	0	0	0	0	0	111,441	113,869	116,110	111,978	112,822	114,969	5,596	5,498	5,500	4,000	4,300	5,012	0
23,661	200,000	2	2	2	33	-2	-2	-2	-2	-2	-2	1,502	3,806	0	4,573	1,242	0	3,836	0	4,573	1,242	0	3,239	0
23,662	210,000	2	1	1	39	-1	-1	-1	-1	-1	-1	5,907	2,615	1,220	5,357	4,160	0	2,637	1,220	5,357	4,160	0	0	0
23,663	70,000	2	3	1	48	2	2	2	2	2	2	62,775	64,139	65,516	65,945	66,267	68,549	3,000	3,000	2,100	2,000	3,500	800	1
23,664	110,000	2	2	1	38	0	0	0	0	0	0	195,437	176,420	63,142	39,854	9,293	-1,288	5,000	10,000	5,048	2,000	39,958	52,000	1
23,665	30,000	2	3	2	47	2	2	2	0	0	2	11,652	12,461	11,970	12,981	14,077	14,367	1,300	0	1,214	1,310	660	0	1
23,666	40,000	2	3	1	46	-1	-1	2	0	-1	-1	50	1,850	1,056	1,875	299	0	1,800	0	1,000	299	0	0	0
23,667	310,000	2	1	1	41	-1	2	-1	-1	-1	0	3,640	1,094	9,445	5,202	14,589	11,673	0	9,453	5,206	14,589	0	16,563	0
23,668	200,000	2	2	1	41	-1	-1	-1	-1	-1	-1	5,592	0	1,306	1,623	620	849	0	1,306	1,679	620	849	1,264	0
23,669	230,000	2	2	1	39	0	0	-2	-2	-2	-2	24,510	0	0	0	0	0	0	0	0	0	0	0	0
23,670	450,000	2	1	1	33	-2	-2	-2	-2	-2	-2	3,485	2,989	2,278	4,714	768	1,069	3,004	2,289	4,737	771	1,074	370	0
23,671	80,000	2	2	2	34	0	0	0	2	0	0	40,570	41,873	88,361	43,671	44,541	47,421	1,983	4,100	0	1,596	3,600	0	0
23,672	210,000	2	2	2	43	0	0	0	0	0	0	209,781	180,962	181,870	159,975	138,349	112,371	6,500	6,601	5,085	4,087	4,220	27,704	0
23,673	130,000	2	2	3	48	-1	-1	-1	2	0	0	1,778	0	109	109	109	0	0	109	0	0	0	0	0
23,674	500,000	2	1	1	49	-2	-1	-1	-1	-1	-1	1,088	4,007	9,933	14,557	53,328	58,052	4,031	10,021	14,576	53,850	58,332	37,616	0
23,675	180,000	2	2	1	38	-1	2	2	-1	0	0	7,098	4,089	0	8,941	5,181	5,181	0	0	8,941	0	0	0	1
23,676	340,000	2	1	1	36	1	-1	-1	-1	-1	-1	0	544	4,881	717	3,785	10,911	544	4,881	717	3,785	10,911	10,226	0
23,677	450,000	2	1	2	37	0	-1	-1	-1	-1	-1	37,070	17,596	24,965	0	1,649	5,212	17,596	24,965	0	1,649	5,212	535	0
23,678	80,000	2	3	1	49	0	0	0	0	0	0	61,267	61,300	61,001	58,759	58,212	56,534	2,179	2,226	2,004	2,132	2,030	2,057	0
23,679	150,000	2	3	2	47	-1	-1	-1	-1	-1	-1	2,934	2,843	1,445	2,130	796	2,470	2,843	1,445	2,288	938	2,470	1,073	0
23,680	210,000	2	1	1	43	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
23,681	380,000	2	2	2	38	0	0	0	0	0	0	250,755	212,839	173,199	165,476	122,496	117,726	8,339	7,032	7,986	4,170	4,205	9,335	0
23,682	400,000	2	2	1	46	0	0	0	0	0	0	43,405	39,802	37,115	39,907	35,061	35,969	15,000	15,000	10,000	15,000	20,000	20,000	0
23,683	80,000	2	3	1	52	-2	-2	-2	-2	-2	-2	210	-2	926	-1	401	0	0	928	0	402	0	0	0
23,684	240,000	2	1	1	44	-2	-2	-2	-2	-2	-2	2,771	4,756	3,496	4,708	1,522	2,407	4,756	3,496	4,708	1,522	2,407	1,576	0
23,685	120,000	2	2	1	50	0	0	0	0	0	0	118,492	119,637	102,228	75,558	47,536	44,749	6,141	4,474	2,647	1,367	1,322	1,500	0
23,686	60,000	2	3	1	63	0	0	0	0	0	0	59,471	59,021	49,580	38,140	29,843	27,719	2,400	1,940	1,477	1,025	1,006	1,261	0
23,687	360,000	2	1	2	54	0	-1	-1	0	0	-1	132,387	11,590	70,460	67,357	71,713	27,399	11,606	70,579	10,022	20,000	27,399	71,429	0
23,688	50,000	2	2	1	50	2	2	2	2	2	2	27,525	28,669	28,569	30,097	29,858	31,229	1,900	650	2,300	550	2,000	0	1
23,689	360,000	2	3	1	50	-1	-1	-1	-1	-1	-1	846	1,831	2,776	0	44,110	0	1,831	2,776	0	44,110	0	2,103	1
23,690	30,000	2	3	1	51	0	0	2	2	2	0	22,373	25,363	23,582	21,422	18,302	16,527	3,400	1,400	1,000	700	1,000	488	0
23,691	500,000	2	1	1	53	-2	-2	-1	-1	-1	-1	1,200	0	3,609	4,053	0	4,487	0	3,609	4,053	0	4,487	638	0
23,692	20,000	2	2	1	54	3	2	3	2	2	2	6,329	8,488	8,212	7,931	8,797	8,514	2,415	0	0	1,000	0	500	1
23,693	90,000	2	2	1	56	-1	-1	-1	-1	-1	-1	1,160	4,701	13,878	6,556	2,947	4,808	4,701	13,882	6,556	2,947	4,808	3,131	0
23,694	80,000	2	3	1	55	0	0	0	0	0	0	59,838	63,860	59,515	48,444	44,372	45,412	10,000	5,000	4,000	4,851	3,000	2,200	0
23,695	100,000	2	3	2	54	1	2	2	2	0	0	66,212	64,021	66,362	61,417	57,893	58,212	0	6,700	60	2,200	2,500	2,300	0
23,696	120,000	2	1	1	51	0	0	0	-1	0	0	82,865	82,741	62,914	60,584	61,412	55,572	3,652	1,258	60,584	1,228	0	0	0
23,697	100,000	2	3	3	51	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
23,698	150,000	2	2	1	51	0	0	0	0	0	0	146,018	147,598	148,393	149,709	107,862	108,623	7,000	7,600	6,000	4,000	4,100	4,300	0
23,699	10,000	2	2	1	51	1	2	0	0	0	0	9,151	8,855	9,828	8,637	8,808	8,995	0	1,133	1,144	315	329	363	0
23,700	50,000	2	3	1	52	1	-2	-2	-1	-1	-1	0	0	0	831	138	658	0	0	831	138	658	0	0

Subsets and Splits

No community queries yet

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