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
22,201	30,000	2	2	1	31	0	0	0	0	0	0	24,358	23,798	23,071	23,496	26,562	27,346	3,000	4,000	3,000	5,000	5,000	3,000	0
22,202	140,000	2	1	2	31	0	0	0	0	0	0	3,886	4,906	5,233	6,206	7,140	8,161	1,100	1,500	1,100	1,000	1,100	1,000	0
22,203	320,000	2	1	2	27	1	2	2	2	2	2	43,243	42,537	41,370	40,694	39,606	38,680	2,000	1,500	2,000	1,500	1,500	0	1
22,204	20,000	2	2	1	24	0	0	0	0	0	0	18,919	16,743	17,857	18,310	18,000	17,294	1,600	1,687	1,140	1,800	1,000	0	0
22,205	350,000	2	2	2	25	0	0	2	0	0	0	327,915	342,405	344,459	351,335	143,291	98,042	20,000	9,000	15,076	5,000	4,000	4,000	1
22,206	180,000	2	2	2	25	0	0	0	0	0	0	175,063	126,801	96,043	85,554	77,007	72,461	5,000	5,015	4,000	3,000	3,000	3,000	0
22,207	30,000	2	2	2	23	0	0	0	0	0	0	28,347	28,296	25,819	26,409	26,401	26,448	2,300	2,390	1,718	1,100	1,000	2,000	0
22,208	110,000	2	1	2	24	0	0	2	0	0	0	111,863	111,569	110,768	110,480	48,708	47,060	6,001	5,000	5,060	2,000	3,000	5,000	0
22,209	50,000	2	2	2	24	0	0	0	0	0	-2	2,568	3,589	4,608	4,919	0	0	1,070	1,089	1,000	0	0	0	0
22,210	200,000	2	2	2	31	-1	-1	-1	-1	-1	-1	2,718	590	8,971	8,509	29,645	7,300	591	8,981	8,525	29,713	7,305	20,914	0
22,211	100,000	2	2	2	29	0	0	0	0	0	0	87,018	75,666	74,709	76,143	73,327	147,496	3,267	3,324	4,220	2,728	2,800	2,825	0
22,212	100,000	2	1	2	27	-1	-1	-2	-2	-1	-1	4,829	0	0	0	5,330	0	0	0	0	5,330	1,274	2,100	0
22,213	150,000	2	1	2	29	-1	0	-1	-1	2	0	1,148	3,019	100	802	802	702	2,000	100	702	0	0	0	1
22,214	60,000	2	2	1	27	0	0	0	0	0	0	60,915	54,738	47,023	57,554	27,412	27,829	2,255	2,469	25,000	1,200	1,008	1,057	0
22,215	80,000	2	2	1	27	0	-1	-1	-1	-1	-1	20,417	3,061	7,920	2,830	3,092	2,315	3,082	7,932	2,838	3,112	2,333	0	0
22,216	150,000	2	1	2	26	0	-1	-1	-1	-1	-1	7,448	2,089	174	640	2,414	500	2,089	174	640	2,414	500	3,158	0
22,217	30,000	2	1	2	27	0	0	0	0	0	0	30,342	29,337	29,956	29,782	27,290	27,865	1,500	1,485	2,000	1,000	1,014	4,413	1
22,218	150,000	2	1	2	26	0	0	0	0	0	0	205,467	195,764	197,085	202,517	56,898	58,262	6,000	6,000	6,000	5,000	2,000	2,000	0
22,219	250,000	2	1	2	26	0	0	0	0	0	0	50,122	44,742	43,194	41,381	33,246	32,948	2,027	2,020	1,510	1,000	1,000	7,000	0
22,220	500,000	2	1	2	29	0	0	0	0	0	0	36,051	30,912	33,740	15,272	17,015	18,740	2,065	25,099	2,000	2,000	2,000	2,000	0
22,221	230,000	2	1	2	28	0	0	0	0	0	0	65,862	61,532	37,214	37,680	33,708	565	5,000	1,954	1,420	3,708	565	0	0
22,222	160,000	2	1	2	29	-2	-2	-2	-2	-2	-2	386	4,194	196	7,730	3,113	3,484	4,194	196	7,741	3,113	3,484	2,475	0
22,223	360,000	2	1	1	31	-2	-2	-2	-2	-2	-2	9,315	58,319	48,179	14,702	20,444	30,833	58,617	48,426	14,775	20,559	30,954	14,905	0
22,224	400,000	2	2	1	30	0	0	0	0	0	0	30,667	31,160	23,054	8,453	10,387	9,222	5,034	2,086	2,025	5,006	543	1,711	0
22,225	130,000	2	1	2	29	0	0	2	0	0	0	93,761	100,172	97,727	98,588	97,129	98,016	8,901	0	3,401	3,509	3,671	3,240	0
22,226	80,000	2	1	2	28	0	0	0	0	0	0	70,723	72,151	73,888	75,345	75,040	75,211	3,200	3,500	3,300	2,800	2,900	2,900	0
22,227	160,000	2	1	2	28	-2	-2	-2	-2	-2	-2	316	1,599	2,328	1,798	1,000	1,442	1,617	2,378	1,798	1,000	1,442	0	0
22,228	390,000	2	1	1	28	0	0	0	0	0	0	60,697	64,440	67,503	68,566	65,411	66,597	5,000	5,000	5,007	5,000	5,000	5,000	0
22,229	200,000	2	2	2	31	-1	2	2	-1	-1	-1	3,707	3,347	0	665	2,846	6,586	0	16,550	665	2,846	6,586	3,807	1
22,230	30,000	2	2	1	30	0	0	0	0	0	0	9,211	9,133	10,165	11,441	11,479	11,719	1,154	1,186	1,462	500	400	434	0
22,231	50,000	2	3	2	31	-1	3	2	-1	2	0	780	780	390	2,724	2,183	2,638	0	0	2,724	0	1,004	2,032	0
22,232	180,000	2	2	2	31	0	0	0	0	0	0	69,502	69,878	71,866	72,140	60,885	32,397	2,500	3,300	2,140	1,885	4,000	95,000	0
22,233	200,000	2	3	2	32	0	0	0	0	0	0	148,959	152,810	159,907	168,200	148,987	152,224	6,700	10,000	10,000	4,183	4,465	4,352	0
22,234	180,000	2	2	1	32	0	0	0	0	2	0	151,307	143,025	140,984	85,948	80,069	77,462	6,000	6,000	8,009	0	3,000	3,000	0
22,235	250,000	2	1	2	31	-1	0	0	0	0	-1	36,439	30,161	24,326	13,198	6,686	9,423	5,000	1,298	1,000	134	9,423	19,346	0
22,236	180,000	2	1	2	29	-1	-1	-1	-1	0	-1	3,900	222	906	6,101	50,372	1,203	222	908	6,101	48,251	1,207	4,545	0
22,237	50,000	2	2	1	32	0	0	0	0	0	0	48,971	38,736	26,945	27,541	27,689	28,868	1,754	1,500	3,038	976	2,000	1,077	0
22,238	220,000	2	1	1	33	0	0	0	0	0	0	199,040	182,158	143,895	147,039	152,384	159,631	10,032	7,000	7,500	10,000	10,000	7,000	0
22,239	360,000	2	2	1	31	-2	-2	-2	-2	-2	-2	990	990	990	990	990	990	990	990	990	990	990	4,970	0
22,240	500,000	2	1	2	29	0	0	0	0	0	0	33,252	39,078	33,086	18,304	16,604	9,505	10,000	2,014	3,030	8,006	1,000	1,000	0
22,241	50,000	2	3	1	30	-1	-1	-1	-1	-1	-1	1,032	1,464	1,722	316	2,615	2,104	1,464	1,722	316	2,615	2,104	3,379	0
22,242	150,000	2	2	2	30	-1	-1	-2	-2	-1	-1	55	-94	-208	-208	993	0	0	239	0	1,201	0	2,184	0
22,243	150,000	2	2	2	31	-1	-1	-1	-1	0	-1	13,701	12,009	11,985	24,310	17,280	36,986	12,013	12,005	24,322	6,000	37,000	25,017	0
22,244	300,000	2	1	2	31	-1	-1	-1	-1	-1	-1	720	0	69,190	0	686	2,927	0	69,190	0	686	2,927	2,995	0
22,245	130,000	2	1	2	24	0	0	0	2	0	0	76,582	86,333	91,715	89,245	90,827	87,779	12,000	7,700	0	3,001	3,011	2,816	0
22,246	30,000	2	3	2	22	2	0	0	2	2	2	15,048	16,795	18,524	19,923	19,305	20,994	2,000	2,000	2,000	0	2,000	0	0
22,247	90,000	2	2	2	25	0	-1	-1	-1	-1	-1	27,658	11,865	4,602	28,426	8,978	5,104	6,708	8,853	28,990	9,028	5,119	428	0
22,248	90,000	2	2	2	25	0	0	0	-1	-1	2	88,822	76,400	0	2,757	3,060	2,864	1,588	0	2,757	500	0	475	1
22,249	70,000	2	3	2	25	0	0	0	0	0	0	31,337	34,439	25,170	20,921	18,229	20,915	4,000	3,069	3,000	2,000	3,000	3,000	0
22,250	80,000	2	2	1	25	0	0	0	0	0	0	73,267	74,425	76,347	51,150	43,193	44,230	2,971	3,435	1,750	1,593	1,730	1,972	1
22,251	60,000	2	2	2	25	0	0	0	0	0	0	7,885	9,244	11,082	12,133	16,891	17,615	1,500	2,000	1,242	5,000	1,000	700	1
22,252	60,000	2	3	2	26	-1	2	-1	-1	0	0	4,837	3,642	6,232	6,444	3,783	3,219	0	6,472	6,444	3,219	0	0	0
22,253	420,000	2	2	2	27	-2	-2	-2	-2	-2	-2	15,000	15,000	15,000	15,000	15,000	15,000	15,000	15,000	15,000	15,000	15,000	14,996	0
22,254	200,000	2	1	2	27	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
22,255	220,000	2	1	2	29	-2	-2	-2	-1	0	0	2,848	7,146	4,690	16,331	77,894	2,576	7,181	4,714	16,493	97,910	0	4,862	0
22,256	170,000	2	1	2	29	-1	0	0	-2	-2	-2	1,000	6,000	0	0	0	0	5,000	0	0	0	0	0	0
22,257	500,000	2	3	2	29	-2	-2	-2	-2	-2	-2	5,024	798	5,921	2,381	823	801	802	5,950	2,392	827	805	30,435	1
22,258	60,000	2	1	2	29	1	-1	2	-1	-1	-1	0	351	199	3,697	0	532	351	0	3,697	0	532	0	1
22,259	140,000	2	2	2	30	-2	-2	-2	-2	-2	-2	107	232	107	107	107	107	232	107	107	107	107	107	0
22,260	100,000	2	2	1	31	0	0	0	-2	-1	-1	95,160	94,327	0	0	2,743	1,782	2,000	0	0	2,743	1,782	0	0
22,261	180,000	2	1	2	31	-2	-2	-2	-2	-2	-2	-23	5,631	2,771	390	0	0	5,654	2,771	390	0	0	999	0
22,262	360,000	2	1	2	31	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
22,263	420,000	2	1	2	31	0	0	0	0	0	0	233,413	241,503	277,447	287,781	294,010	319,257	12,000	40,000	15,000	11,000	30,000	15,000	1
22,264	200,000	2	2	2	29	-1	-1	-1	-1	-1	-1	779	860	496	2,755	2,048	2,318	860	496	2,763	2,048	2,318	3,311	0
22,265	260,000	2	2	1	31	0	0	0	0	0	0	82,156	83,083	85,346	87,620	89,566	91,502	3,611	3,712	3,800	3,500	3,400	3,100	0
22,266	300,000	2	2	2	30	-2	-2	-2	-2	-2	-2	19,333	19,333	19,333	19,333	20,333	20,333	19,333	19,333	19,333	20,333	20,333	1,000	0
22,267	400,000	2	1	2	29	0	0	2	0	0	0	74,829	77,970	70,557	71,867	72,137	72,955	7,017	0	3,200	2,750	3,000	5,800	1
22,268	220,000	2	1	2	30	0	0	0	0	-1	-1	22,959	37,955	25,741	17,875	14,639	27,042	20,066	1,318	1,102	14,710	28,087	1,174	0
22,269	130,000	2	1	2	30	-1	-1	-1	-1	-1	0	1,493	1,492	1,310	1,310	2,046	1,574	1,492	1,310	1,310	2,046	574	1,995	1
22,270	150,000	2	1	2	29	-1	-1	-1	-1	-1	-1	962	5,868	15,218	15,965	9,275	25,321	5,868	15,283	15,972	9,275	25,321	7,350	0
22,271	280,000	2	1	2	33	0	0	0	0	0	0	266,030	264,176	267,668	262,905	260,296	254,023	12,000	12,001	12,000	9,510	10,002	10,000	0
22,272	230,000	2	1	2	33	0	0	0	0	0	0	181,532	187,639	193,252	200,648	203,103	207,573	9,000	10,000	12,000	7,130	7,600	8,100	0
22,273	180,000	2	2	1	28	0	0	0	0	0	0	54,972	42,329	42,071	39,649	39,221	40,731	2,000	2,002	2,000	2,000	2,000	2,000	0
22,274	270,000	2	2	2	29	0	0	0	0	0	0	39,004	28,963	23,021	17,934	13,650	12,864	1,520	1,719	1,200	1,000	2,000	3,022	0
22,275	190,000	2	4	2	30	0	0	0	0	-1	0	198,098	194,576	202,868	198,936	28,950	28,666	4,515	15,466	4,700	47,450	16,666	17,549	0
22,276	150,000	2	3	2	30	0	0	0	0	0	0	69,235	69,407	69,232	71,089	65,793	66,651	2,500	3,000	3,067	2,344	2,419	2,500	0
22,277	230,000	2	1	2	28	-2	-2	-2	-2	-2	-1	355	0	916	0	0	8,878	0	916	0	0	8,878	800	1
22,278	70,000	2	3	1	29	0	0	0	0	0	0	22,438	24,055	25,359	26,434	26,993	28,551	2,000	2,000	1,500	1,000	2,000	1,500	0
22,279	500,000	2	2	2	29	-2	-2	-2	-2	-2	-2	2,140	3,919	3,572	2,749	2,140	3,109	3,919	3,763	2,749	2,140	3,109	2,140	0
22,280	50,000	2	2	1	30	0	0	0	0	0	0	46,800	37,395	38,591	40,037	32,260	27,649	1,604	1,800	2,200	1,400	1,100	1,300	1
22,281	220,000	2	1	2	29	0	0	0	0	0	0	206,879	211,037	215,139	218,513	131,660	134,346	9,100	9,000	7,887	4,800	4,900	6,000	1
22,282	210,000	2	2	1	30	-1	-1	-2	-2	-2	-2	2,818	0	0	0	0	0	0	0	0	0	0	0	0
22,283	260,000	2	2	1	30	0	0	0	0	0	0	66,433	67,134	67,768	69,033	70,166	71,377	2,400	2,496	2,429	2,599	2,827	2,050	0
22,284	280,000	2	1	2	29	-1	-1	-1	-1	0	-1	1,939	333	779	8,029	8,040	2,979	333	779	8,029	11	3,129	138	0
22,285	180,000	2	1	2	30	-1	-1	-1	-1	-1	-1	360	120	360	360	450	90	120	600	360	450	0	0	0
22,286	30,000	2	3	1	29	1	2	2	2	2	2	27,705	28,452	29,693	30,206	30,309	28,218	1,500	2,000	1,500	1,044	0	2,000	1
22,287	20,000	2	2	1	30	1	-2	-1	2	2	-2	0	0	780	780	0	0	0	780	0	0	0	0	1
22,288	200,000	2	2	1	32	1	-1	2	-1	2	2	-400	163	163	2,231	2,048	4,732	563	0	2,250	0	2,732	0	0
22,289	80,000	2	1	2	30	3	2	0	0	0	0	82,523	80,586	80,783	75,115	49,420	50,677	0	4,000	3,000	1,800	2,000	2,000	1
22,290	90,000	2	2	2	31	0	0	0	0	2	2	22,259	23,418	24,443	26,695	25,967	26,946	1,838	1,408	2,660	0	1,400	2,000	1
22,291	20,000	2	2	1	32	2	0	0	0	2	2	15,073	15,431	16,176	18,204	17,614	18,826	1,600	1,300	2,300	0	1,500	0	1
22,292	30,000	2	3	1	32	0	0	0	2	0	0	27,395	25,947	30,473	27,940	28,397	29,009	2,000	5,303	0	1,200	1,200	1,200	0
22,293	70,000	2	1	2	29	0	0	0	0	0	0	61,217	62,601	63,990	64,355	56,195	43,803	3,000	3,000	3,000	1,900	1,600	2,600	0
22,294	200,000	2	2	1	29	0	0	0	0	0	0	74,566	73,700	73,624	73,928	72,060	72,393	3,213	3,304	3,815	3,004	3,006	4,012	0
22,295	420,000	2	2	2	29	0	0	-1	0	-1	0	326,239	318,143	15,926	4,169	158,062	156,341	7,108	17,570	1,000	158,556	5,000	5,080	0
22,296	130,000	2	2	1	29	0	0	0	0	0	0	130,927	133,658	132,026	122,804	121,663	122,032	7,000	5,306	5,000	5,000	6,000	10,000	0
22,297	160,000	2	1	2	30	0	0	0	0	0	0	78,623	65,315	52,890	50,275	51,337	53,349	3,000	4,000	2,500	2,500	3,000	2,800	0
22,298	320,000	2	1	1	29	-1	0	0	-2	-2	-2	2,799	7,932	0	0	0	0	7,329	0	0	0	0	0	0
22,299	130,000	2	1	2	29	-1	-1	-1	0	0	0	790	390	99,235	98,080	97,224	97,940	390	99,235	4,368	3,449	3,713	3,610	0
22,300	200,000	2	1	2	29	1	-2	-1	-1	-2	-1	0	0	35,063	0	0	5,799	0	35,063	16,720	0	5,799	0	1

Subsets and Splits

No community queries yet

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