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
3,001	330,000	2	1	2	34	-1	-1	-1	-1	-1	-1	1,406	1,467	2,599	17,064	70,464	-6,053	1,488	2,599	17,064	70,464	0	232,972	0
3,002	230,000	1	3	2	28	0	-1	-1	-1	-1	0	152,966	65,722	11,666	18,844	34,983	53,935	65,722	20,000	18,844	34,983	408	14,574	0
3,003	30,000	1	3	1	44	4	3	2	2	-2	-2	7,221	6,962	6,700	0	0	0	0	0	0	0	0	0	1
3,004	50,000	1	1	1	41	2	0	0	0	0	0	39,159	40,194	41,209	42,125	43,443	44,476	1,669	1,684	1,600	2,000	1,753	1,696	1
3,005	220,000	1	1	2	37	2	2	0	0	0	0	185,955	181,587	186,054	188,465	192,758	196,493	0	9,000	7,000	7,500	7,100	7,500	0
3,006	270,000	2	1	2	27	0	0	0	0	0	-1	11,306	11,263	13,021	4,144	2,291	36,491	1,500	2,000	2,000	1,000	37,500	1,000	0
3,007	160,000	1	1	1	44	0	0	0	0	0	0	156,400	157,923	158,746	153,208	154,163	155,344	7,200	8,000	5,510	5,800	6,000	5,500	0
3,008	10,000	2	2	1	24	1	2	2	2	2	2	3,892	3,686	5,064	4,837	5,208	5,475	0	1,600	0	600	500	0	0
3,009	20,000	1	2	2	25	0	0	0	0	0	0	15,006	16,166	17,160	16,760	16,760	0	1,406	1,400	0	0	0	0	0
3,010	30,000	1	3	2	25	2	2	2	0	0	2	22,440	24,168	23,481	23,950	25,659	25,098	2,390	0	859	2,097	0	1,092	1
3,011	210,000	2	2	2	32	0	0	0	2	0	0	85,965	88,586	94,412	92,195	92,491	94,369	4,000	7,500	0	3,000	5,000	5,000	0
3,012	250,000	2	2	1	50	0	0	2	0	0	0	116,256	122,392	118,668	95,735	96,509	97,089	11,500	0	3,543	3,700	3,547	3,165	0
3,013	50,000	1	2	2	28	0	0	0	0	0	0	23,244	24,364	25,454	26,030	26,609	27,662	1,500	1,500	1,000	1,000	1,500	1,100	0
3,014	180,000	2	1	2	28	-2	-2	-2	-2	-2	-2	584	1,133	572	803	916	1,189	1,133	572	803	916	1,189	375	0
3,015	200,000	1	1	2	35	-1	-1	-1	-1	-1	-1	7,429	24,325	40,258	15,103	14,079	20,878	24,325	40,265	15,159	14,079	20,878	26,716	0
3,016	350,000	1	1	1	38	-2	-2	-1	0	0	-2	16,459	4,120	44,164	35,233	884	9,924	941	44,743	0	884	9,924	10,824	1
3,017	20,000	1	1	2	22	0	0	0	0	0	0	18,093	18,543	18,911	19,000	19,397	19,941	1,300	1,611	700	704	867	597	0
3,018	30,000	1	3	2	36	0	0	0	-2	-2	-2	30,328	29,999	0	0	0	0	1,768	0	0	0	0	0	1
3,019	20,000	1	1	1	34	2	0	0	2	2	2	6,099	7,559	8,989	8,436	12,016	11,404	2,000	2,000	0	4,000	0	4,000	0
3,020	140,000	2	3	2	59	2	0	0	0	0	0	62,042	63,445	63,729	63,751	65,421	68,070	3,000	2,000	2,000	2,000	3,000	3,000	1
3,021	30,000	1	3	1	44	2	2	2	0	0	0	18,659	22,544	21,889	22,721	23,401	25,000	4,500	0	1,500	1,200	2,000	3,000	1
3,022	180,000	2	1	2	30	0	0	-1	0	0	-2	15,743	9,814	9,161	8,252	0	0	1,205	9,402	0	0	0	0	0
3,023	20,000	2	2	2	25	0	0	0	0	0	3	8,011	9,041	10,903	11,622	13,280	12,778	1,320	2,181	900	2,000	0	0	0
3,024	100,000	2	3	1	36	2	2	2	2	2	2	53,530	55,081	55,581	59,253	61,145	62,181	3,000	2,000	4,600	3,000	2,200	2,500	1
3,025	100,000	2	3	1	36	0	0	2	0	0	2	101,972	115,335	112,016	112,906	120,101	138,819	16,608	0	4,233	9,200	21,000	4,000	1
3,026	20,000	1	2	1	45	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	19,409	0
3,027	350,000	1	1	1	31	0	0	0	2	0	0	18,685	21,057	23,291	22,812	27,418	20,203	3,000	3,000	0	5,000	5,000	5,000	1
3,028	80,000	2	2	1	32	0	0	0	0	0	0	80,237	69,568	64,469	54,020	55,852	44,286	3,000	2,500	2,000	3,000	2,000	1,500	0
3,029	120,000	2	3	1	49	0	0	0	0	0	0	44,244	44,075	44,823	44,683	45,537	50,293	2,000	3,000	2,000	3,000	7,000	3,000	0
3,030	210,000	2	2	2	30	-1	0	0	0	0	0	1,654	33,257	34,395	35,321	36,249	37,047	32,000	2,000	1,500	1,500	1,400	1,600	0
3,031	120,000	1	1	1	37	-1	-1	-1	-1	-1	-1	32,050	3,872	52,150	2,740	4,626	802	3,872	52,150	2,740	4,626	802	0	0
3,032	20,000	1	2	2	22	0	0	2	0	0	0	8,134	9,992	10,526	11,049	11,865	12,665	2,000	1,000	1,000	1,000	1,000	8,100	0
3,033	200,000	1	3	2	25	-2	-2	-2	-2	-1	-1	848	753	547	-2	2,040	0	753	547	2	2,042	0	0	0
3,034	50,000	2	2	2	54	-1	4	3	2	3	2	1,126	1,113	1,092	1,415	1,115	569	0	0	323	0	0	1,188	0
3,035	170,000	1	2	1	37	-2	-2	-2	-2	-2	-2	5,635	6,321	102,108	2,120	2,873	0	6,321	102,108	2,120	2,873	0	870	0
3,036	450,000	1	1	1	37	1	-1	-1	-2	-2	-2	0	245	0	0	0	0	245	0	0	0	0	0	0
3,037	300,000	1	1	2	34	-1	-1	-1	-1	-1	-1	396	396	396	0	792	68,095	396	396	0	792	68,095	1,700	0
3,038	300,000	1	1	2	36	0	0	0	0	0	0	295,433	301,521	308,038	306,154	295,664	290,329	13,000	13,116	11,000	11,000	12,000	9,300	0
3,039	280,000	1	2	1	37	-2	-1	-1	-2	-2	-2	2,035	11,009	9,360	7,480	4,402	3,646	11,009	9,370	7,486	4,402	3,646	6,059	0
3,040	170,000	1	1	2	39	0	0	0	0	0	0	171,160	187,853	171,095	137,986	141,319	139,463	13,000	6,154	15,000	6,000	7,000	5,000	0
3,041	60,000	1	1	1	38	2	0	0	0	2	2	30,013	31,226	32,396	34,657	35,456	34,736	2,000	2,000	2,800	1,500	0	1,500	1
3,042	50,000	1	2	2	29	0	0	0	0	0	0	23,469	23,110	22,792	20,861	19,116	15,286	1,437	1,236	649	831	568	226	0
3,043	380,000	1	2	1	38	-2	-2	-2	-1	-1	-2	0	0	990	2,086	0	4,069	0	990	2,086	0	4,069	10,000	0
3,044	70,000	2	1	1	40	2	0	0	2	2	2	45,251	42,685	45,674	44,639	47,624	48,592	1,800	3,700	0	3,707	1,900	0	1
3,045	430,000	1	1	1	48	-2	-2	-2	-2	-2	-2	4,469	52,213	46,935	0	46,987	882	52,226	46,935	0	46,987	882	0	0
3,046	180,000	1	1	1	38	-1	-1	-1	-1	-1	-1	326	326	326	326	326	326	326	326	326	326	326	326	0
3,047	330,000	2	2	1	41	1	2	2	2	2	2	289,884	283,863	301,265	306,752	313,710	309,446	0	22,200	12,000	12,000	978	23,500	0
3,048	250,000	2	1	2	26	-1	-1	-2	-2	-1	-1	7,374	0	0	0	2,546	0	0	0	0	2,546	0	0	0
3,049	480,000	2	1	1	38	0	0	0	0	0	0	384,150	392,013	361,178	305,024	289,379	295,768	15,000	16,000	12,008	11,000	11,000	11,000	0
3,050	210,000	1	2	2	37	-1	-1	-1	2	-1	0	1,890	3,037	2,429	823	1,089	1,451	3,037	1,200	0	1,089	1,201	1,031	0
3,051	160,000	1	2	2	26	0	0	0	0	-1	0	25,060	24,306	17,671	22,121	40,835	37,471	8,026	7,804	7,730	67,296	1,340	1,280	0
3,052	390,000	1	5	2	29	1	2	0	0	0	0	407,399	397,464	395,333	367,400	304,990	304,303	0	14,414	14,411	76,000	15,000	13,000	0
3,053	280,000	1	1	1	44	1	-2	-2	-2	-2	-1	-136	-496	-856	-1,216	-1,576	4,266	360	360	360	317	6,252	8	0
3,054	50,000	1	2	1	33	-2	-2	-2	-2	-2	-2	390	390	0	780	0	0	390	0	780	0	0	0	0
3,055	350,000	1	1	1	60	1	-1	-1	-1	-2	-1	0	1,150	4,576	0	0	1,206	1,150	4,576	0	0	1,206	0	1
3,056	230,000	2	1	2	40	-2	-2	-2	-2	-2	-2	360	0	0	0	0	0	0	0	0	0	0	0	0
3,057	200,000	1	3	0	36	-2	-2	-2	-2	-2	-2	5,644	82,620	14,129	41,359	9,140	0	89,187	14,178	41,359	9,140	0	0	0
3,058	30,000	1	2	2	47	0	0	0	0	0	0	29,596	29,625	29,523	29,494	29,464	29,891	1,600	1,500	1,500	1,500	2,000	2,301	0
3,059	50,000	1	2	1	37	-1	-1	-1	-1	-1	-1	4,719	22,449	6,640	5,410	9,570	1,500	22,530	6,640	5,410	9,570	1,500	0	0
3,060	180,000	1	1	2	26	0	0	0	-1	-1	-1	24,464	25,332	11,991	4,394	200	200	1,573	3,007	4,394	200	200	200	0
3,061	150,000	2	3	1	45	0	0	0	0	0	0	141,415	144,592	147,635	129,507	132,219	134,869	5,457	5,661	4,636	4,800	4,850	5,000	1
3,062	70,000	1	1	2	27	0	0	0	0	0	2	39,449	39,742	40,618	28,782	30,281	29,175	2,100	2,000	1,200	2,590	0	1,000	0
3,063	150,000	1	2	2	26	0	0	0	0	0	0	10,111	9,847	10,870	12,189	12,836	13,828	1,158	1,181	1,500	836	1,200	2,000	0
3,064	50,000	1	3	2	25	1	2	2	0	0	2	43,685	44,694	43,673	44,659	49,512	48,454	2,000	0	2,000	6,000	300	3,000	0
3,065	430,000	2	2	1	42	0	0	0	0	0	0	89,395	90,052	90,604	91,200	92,134	92,834	3,243	3,200	3,185	3,500	3,500	3,420	0
3,066	70,000	1	1	2	25	-1	2	2	2	2	0	3,635	4,529	4,308	4,859	4,638	4,911	1,100	0	624	0	500	1,000	1
3,067	20,000	1	3	2	36	1	-1	-1	-1	-1	-1	0	832	0	832	1,486	0	832	0	832	1,486	0	1,248	0
3,068	310,000	2	1	1	33	-2	-2	-2	-2	-2	-2	115	894	0	0	0	0	894	0	0	0	0	0	1
3,069	160,000	2	2	1	23	0	0	0	0	0	0	96,814	69,870	68,984	55,559	44,705	28,223	10,008	20,014	1,894	6,425	2,204	62,529	0
3,070	30,000	1	3	2	38	1	2	0	0	0	0	30,771	29,975	27,541	27,785	28,839	29,412	0	2,000	1,000	1,500	1,052	591	0
3,071	480,000	2	3	1	39	-2	-2	-1	-1	-1	0	51,303	74,639	67,306	19,895	23,650	12,616	73,428	20,496	34	23,682	29	10,565	0
3,072	180,000	2	1	2	28	0	0	0	2	0	0	99,307	104,403	110,366	101,550	98,615	49,730	6,700	10,605	0	4,751	1,754	0	1
3,073	210,000	1	2	1	40	-1	-1	0	0	0	0	5,130	15,266	11,423	9,329	12,329	10,039	15,266	2,500	1,200	3,000	1,077	2,104	0
3,074	360,000	1	1	2	30	-1	-1	-1	-1	-1	-1	312	312	312	312	251	-61	313	313	313	252	1	95,971	1
3,075	180,000	1	3	2	31	2	2	0	0	0	0	36,864	35,587	35,989	36,013	36,164	31,637	0	1,800	1,230	1,200	1,350	2,310	0
3,076	200,000	2	1	2	29	1	2	0	0	2	2	16,198	14,320	15,439	14,757	14,275	13,680	0	5,000	1,000	0	2,000	0	0
3,077	50,000	1	3	2	22	0	0	-1	0	0	0	48,423	44,450	956	976	1,976	2,939	2,150	956	20	1,000	1,000	1,000	1
3,078	240,000	1	2	1	48	0	-1	-1	-2	-1	-1	3,972	783	0	0	3,853	29,252	783	0	0	3,853	29,252	16,747	1
3,079	180,000	2	1	2	29	0	0	0	0	0	0	35,619	22,745	12,200	9,531	10,131	0	1,745	1,200	1,531	3,500	0	0	0
3,080	80,000	2	3	1	33	-1	-1	0	-1	-1	-2	325	107	1,107	1,338	0	0	107	1,000	1,338	0	0	1,080	0
3,081	50,000	2	3	1	32	0	0	0	0	0	0	42,740	44,744	47,539	17,360	17,928	19,619	3,000	4,000	1,000	1,000	2,000	1,000	0
3,082	280,000	2	2	1	36	0	0	0	0	0	0	101,803	100,836	96,333	97,475	100,652	1,823	5,005	7,066	10,000	5,000	1,823	4,225	0
3,083	70,000	2	1	2	29	0	0	0	0	0	0	43,462	41,845	40,476	43,687	43,858	48,127	3,000	3,000	7,000	10,000	15,000	1,000	0
3,084	400,000	1	1	2	36	-1	-1	-1	-1	-1	-2	6,233	11,152	-1	376	0	0	11,219	0	377	0	0	1,759	0
3,085	210,000	2	3	1	45	-1	-1	-1	-1	-1	-1	430	430	430	430	430	430	430	430	430	430	430	10,798	0
3,086	80,000	1	3	2	33	0	0	0	0	0	0	55,424	56,598	57,724	58,892	61,991	63,224	2,068	2,081	2,113	5,000	2,264	2,342	0
3,087	30,000	2	2	2	24	2	2	7	7	7	7	300	300	300	300	300	300	0	0	0	0	0	0	0
3,088	310,000	1	2	2	29	2	2	2	-1	2	-1	400	400	400	20,334	19,050	21,573	0	0	20,334	0	21,573	0	0
3,089	360,000	2	3	2	27	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
3,090	200,000	1	2	2	28	-1	0	0	0	-1	-1	29,804	30,892	25,355	21,666	15,404	11,559	20,044	10,198	15,083	15,450	11,593	18,784	0
3,091	50,000	1	2	1	33	0	0	0	0	0	0	50,431	45,619	33,610	19,221	18,925	19,608	1,823	1,500	1,000	1,000	1,000	1,000	0
3,092	320,000	2	2	1	41	0	0	0	0	0	0	49,846	53,811	38,717	35,409	35,036	35,939	5,000	2,000	2,000	3,000	3,000	1,500	0
3,093	60,000	1	2	2	27	0	0	0	2	2	0	23,439	26,042	29,182	29,906	29,292	29,729	3,300	3,900	1,500	0	1,074	1,200	0
3,094	230,000	2	1	2	30	2	2	2	2	2	2	216,409	221,419	224,753	228,022	232,724	260,472	10,000	8,500	8,500	8,500	32,000	200	0
3,095	150,000	2	1	1	44	-1	-1	-1	-2	-2	-2	1,843	1,367	0	0	0	0	1,367	0	0	0	0	0	1
3,096	360,000	2	1	1	39	-1	-1	-1	-1	-1	-1	165	853	165	300	0	1,790	853	165	300	0	1,790	0	0
3,097	50,000	1	1	2	34	0	0	0	0	0	0	20,613	28,018	22,744	18,484	16,378	13,352	10,000	10,000	1,500	3,000	2,803	5,000	0
3,098	280,000	2	1	1	37	-1	-1	-1	-1	-1	-1	3,915	6,686	3,719	11,013	21,011	29,459	6,691	85	11,045	21,012	29,460	10,284	0
3,099	50,000	2	3	1	50	0	0	0	0	0	0	38,499	39,216	15,554	8,704	8,904	4,687	1,743	1,021	200	200	100	0	0
3,100	500,000	1	1	1	32	0	0	0	0	0	0	15,491	22,984	20,700	19,805	23,802	23,085	12,992	2,009	5,000	5,000	2,000	7,000	0

Subsets and Splits

No community queries yet

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