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
5,201	60,000	2	1	2	34	0	0	0	0	0	0	55,447	48,270	41,087	25,518	26,276	27,012	2,178	1,511	1,200	1,300	1,300	1,252	1
5,202	230,000	1	1	2	36	0	0	0	0	0	0	218,637	223,208	159,930	141,834	213,408	222,681	10,034	5,600	10,753	100,000	12,823	8,910	0
5,203	60,000	1	3	1	58	2	2	0	0	2	0	22,658	22,703	23,495	24,349	23,960	24,530	700	1,546	1,400	0	900	0	0
5,204	330,000	1	2	1	43	-1	-1	-1	0	0	-1	13,200	9,843	15,440	45,033	64,723	3,784	9,863	15,440	35,033	30,000	3,874	25,349	0
5,205	500,000	2	1	1	35	-1	-1	-1	-1	-1	-1	2,153	9,869	4,055	3,000	3,000	8,063	9,869	4,065	3,000	3,000	8,063	6,000	0
5,206	30,000	2	3	1	45	-2	-2	-2	-2	-2	-2	0	1,930	1,930	2,072	4,072	0	1,930	1,930	2,072	4,072	0	0	0
5,207	160,000	2	1	1	53	0	0	0	0	0	0	52,607	53,548	56,214	57,246	58,443	59,883	2,834	3,500	2,500	2,207	2,500	2,300	0
5,208	110,000	1	2	2	40	0	0	0	0	0	0	109,191	110,937	108,869	43,207	42,954	43,839	5,000	3,814	2,000	1,600	1,600	1,600	0
5,209	50,000	2	1	2	35	0	0	0	2	0	0	30,716	29,768	31,155	30,124	29,984	29,629	1,600	4,300	0	1,100	1,500	1,500	0
5,210	50,000	2	2	1	43	-1	-1	-1	-1	-1	-1	560	1,121	195	197	197	197	1,121	195	197	197	197	197	0
5,211	20,000	1	1	2	25	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
5,212	50,000	1	2	2	23	2	2	-1	0	0	0	49,365	48,927	49,543	19,649	20,064	19,691	1,200	50,189	682	710	690	693	0
5,213	210,000	1	1	2	28	1	-2	-2	-2	-2	-1	0	0	0	0	0	8,270	0	0	0	0	8,270	0	0
5,214	500,000	2	2	1	30	-2	-2	-2	-2	-2	-2	344	5,757	1,820	2,308	807	4,966	5,757	1,820	2,308	807	4,966	3,240	0
5,215	320,000	1	3	1	50	0	0	2	0	0	2	29,943	32,751	18,262	18,157	19,043	17,759	4,300	0	1,000	2,000	0	1,000	0
5,216	350,000	2	1	2	32	0	-1	-1	-1	0	0	10,830	2,749	3,229	3,096	6,373	10,531	2,749	3,229	3,500	4,000	5,000	4,000	0
5,217	50,000	1	3	2	27	0	0	0	0	0	0	45,557	46,763	43,000	29,241	29,115	28,804	2,300	1,803	1,200	1,400	1,500	1,500	0
5,218	50,000	2	2	1	34	0	0	0	-1	-1	2	10,745	8,473	4,390	19,206	20,486	15,252	1,200	1,000	19,206	1,500	0	345	0
5,219	20,000	2	2	1	33	2	0	0	0	0	0	18,075	19,075	19,106	18,467	19,018	19,383	1,600	1,601	810	1,000	692	647	1
5,220	80,000	2	2	1	47	0	0	2	0	0	0	77,714	79,049	79,206	78,031	78,293	78,870	5,000	3,000	3,000	3,000	3,000	5,000	1
5,221	170,000	1	1	2	35	0	0	0	0	0	-2	169,282	173,226	134,832	70,479	0	0	10,126	5,667	9,223	0	0	0	0
5,222	50,000	2	2	1	24	0	0	0	0	0	0	48,928	32,646	31,428	24,880	26,098	26,886	2,000	3,505	2,000	8,000	4,000	3,650	1
5,223	400,000	1	3	2	49	0	0	-2	-2	-1	0	36,560	0	0	0	1,757	21,667	0	0	0	1,757	20,000	10,158	0
5,224	90,000	2	2	2	48	2	2	2	0	0	0	87,673	94,448	91,211	38,041	42,605	41,396	9,100	0	1,170	5,000	18,000	5,000	1
5,225	50,000	1	2	2	22	2	2	2	0	0	0	50,262	51,040	35,046	28,893	28,772	27,521	2,009	5	1,200	2,000	1,100	3,405	0
5,226	60,000	2	1	2	24	0	0	0	2	0	0	57,693	55,760	59,007	56,492	57,565	56,569	2,700	4,800	0	2,100	2,200	2,500	0
5,227	50,000	2	2	2	50	0	0	-2	-2	-2	-2	20,800	0	0	0	0	0	0	0	0	0	0	0	0
5,228	250,000	2	1	1	45	0	0	0	0	0	0	214,000	90,010	78,886	79,845	79,323	77,788	3,188	3,282	2,698	2,752	2,843	2,511	0
5,229	320,000	2	3	2	53	-1	-1	-1	-1	0	0	3,479	3,479	3,479	12,610	23,942	34,183	3,479	3,479	12,610	15,000	14,184	16,826	1
5,230	260,000	2	1	2	27	0	0	0	0	0	0	15,178	23,360	22,099	18,985	19,662	22,274	12,007	8,000	1,000	1,000	5,000	5,000	0
5,231	20,000	1	2	2	24	0	0	0	0	0	0	19,102	18,054	19,026	19,406	18,258	18,694	1,318	1,290	670	663	740	536	0
5,232	50,000	1	1	2	25	0	0	0	0	0	0	18,595	18,326	18,814	19,189	19,233	19,108	1,310	1,297	672	837	836	836	0
5,233	50,000	1	2	1	35	1	2	0	0	0	2	29,273	29,504	32,007	34,474	37,905	38,131	1,000	3,000	3,000	4,000	1,000	10,000	0
5,234	50,000	1	1	2	35	3	2	0	0	0	0	39,437	38,525	40,809	33,021	35,479	36,238	0	3,000	2,000	3,000	1,500	2,000	0
5,235	150,000	2	1	2	27	-1	-1	-1	-1	-1	-1	7,310	4,756	1,919	8,144	2,969	8,642	4,756	1,919	8,144	2,969	8,642	0	0
5,236	20,000	2	2	2	21	1	3	2	2	-1	-1	21,003	20,260	9,686	0	6,884	0	39	0	5,000	13,749	0	0	1
5,237	190,000	2	1	1	39	2	2	0	0	0	0	171,462	163,148	165,281	173,231	132,145	146,854	0	10,000	15,000	10,091	20,000	10,000	1
5,238	250,000	1	1	1	46	-1	2	-1	-1	-1	-2	5,379	992	12,738	2,310	0	0	0	12,738	2,310	0	0	840	0
5,239	380,000	1	1	1	32	0	0	0	0	0	0	53,369	73,954	35,199	31,136	28,839	14,584	30,307	5,044	5,036	5,081	2,022	2,026	0
5,240	330,000	2	2	2	28	0	0	0	0	0	0	255,834	258,822	254,855	258,220	256,058	256,840	9,425	9,000	9,174	9,590	9,500	9,400	0
5,241	50,000	2	2	2	31	0	0	0	0	0	0	45,861	47,667	48,119	8,257	8,037	9,470	3,687	5,000	1,000	309	2,000	1,000	0
5,242	140,000	2	1	2	31	0	0	0	2	2	2	41,314	42,377	43,923	43,051	44,109	43,253	1,732	2,278	3,000	1,892	0	1,572	0
5,243	20,000	2	2	2	50	1	2	2	2	2	2	5,065	4,840	6,100	5,856	6,432	6,182	0	1,500	0	822	0	2,540	1
5,244	70,000	2	1	2	28	0	0	0	0	0	0	53,690	54,374	47,762	44,487	45,618	46,706	2,208	1,800	2,000	2,000	2,000	3,000	0
5,245	160,000	2	1	2	31	0	0	0	0	0	0	160,843	153,543	157,871	143,690	134,386	138,038	6,000	7,225	5,000	5,000	5,900	4,992	0
5,246	240,000	2	2	1	34	-2	-2	-2	-2	-2	-2	6,170	0	0	0	0	0	0	0	0	0	0	0	0
5,247	300,000	2	1	2	27	-2	-2	-2	-2	-2	-2	3,102	1,499	318	2,488	187	607	1,506	319	2,488	187	607	1,945	0
5,248	70,000	1	2	2	28	0	0	2	0	0	0	24,510	25,807	26,578	27,826	29,712	30,563	2,000	1,500	2,000	2,500	1,500	1,200	0
5,249	30,000	2	2	1	28	0	0	0	2	0	0	11,692	14,505	17,262	16,690	17,763	18,960	3,000	3,000	0	1,500	1,500	1,500	1
5,250	390,000	2	1	2	32	0	0	0	0	0	0	22,008	23,645	24,947	26,223	27,643	29,025	2,000	2,000	2,000	2,000	2,000	2,000	0
5,251	20,000	2	2	2	40	0	0	0	0	0	0	6,689	7,723	8,730	8,936	8,994	9,244	1,300	1,294	500	350	400	400	0
5,252	330,000	2	1	1	44	0	0	0	0	0	0	234,447	202,747	180,566	182,604	186,415	190,303	8,903	7,903	6,418	6,633	6,852	6,910	0
5,253	420,000	2	1	2	29	-2	-2	-2	-2	-2	-2	4,406	4,595	-13	2,666	1,614	6,066	4,205	5,000	2,679	1,622	6,080	3,594	0
5,254	200,000	1	1	1	63	-1	-1	-1	-1	-1	-1	316	316	316	316	316	316	316	316	316	316	316	316	0
5,255	70,000	1	2	2	29	0	0	3	2	0	0	61,762	70,242	68,107	42,630	12,927	27,184	9,500	0	0	1,570	15,184	2,000	1
5,256	180,000	2	2	1	40	0	0	0	-2	-2	-2	20,831	1,537	-43	-43	-43	-43	1,000	0	0	0	0	0	0
5,257	260,000	2	3	3	55	0	0	0	0	0	0	185,441	190,942	194,161	197,287	172,561	165,409	10,000	8,000	7,150	7,057	7,396	4,060	0
5,258	80,000	2	3	2	25	-1	-1	-1	-1	-1	-1	571	3,948	4,695	390	1,289	935	3,952	4,695	390	1,289	935	390	0
5,259	250,000	2	1	2	32	-1	-1	-1	-1	-1	-1	165	165	165	165	165	315	165	165	165	165	315	130	0
5,260	140,000	1	1	2	29	0	0	0	0	0	0	137,708	140,804	137,635	97,928	99,634	101,020	5,730	5,200	3,100	3,200	3,400	3,300	0
5,261	40,000	2	2	2	24	1	2	0	0	2	2	36,890	36,023	36,993	38,427	39,875	39,272	0	1,989	2,423	2,000	0	1,000	1
5,262	50,000	2	2	1	36	0	0	0	-1	-1	-1	27,433	12,916	6,509	4,417	0	4,331	1,161	1,000	5,254	4,166	8,497	4,679	0
5,263	210,000	2	2	1	37	0	0	0	0	0	0	162,518	138,078	134,428	129,871	131,091	118,405	8,006	7,009	5,000	5,000	17,137	3,863	0
5,264	180,000	2	2	1	33	0	0	0	0	0	-1	30,781	31,202	31,188	32,979	22,526	13,338	2,000	1,408	2,979	2,526	13,338	15,186	0
5,265	50,000	1	2	2	45	0	0	0	0	0	0	46,090	48,343	50,157	18,675	18,542	17,129	3,000	3,000	1,008	1,000	1,000	1,000	0
5,266	320,000	2	2	2	54	0	0	0	0	0	0	156,238	156,087	153,054	79,107	70,043	71,724	10,000	10,000	10,000	2,500	3,000	3,000	0
5,267	230,000	1	1	1	41	-1	-1	-1	-2	-2	-2	9,360	9,650	0	0	0	0	9,650	0	0	0	0	0	0
5,268	160,000	2	2	1	40	-1	-1	-1	-1	-1	-1	671	671	671	671	671	1,492	671	671	671	671	1,492	0	0
5,269	110,000	1	2	2	25	0	0	0	0	0	0	99,353	90,517	78,484	74,652	75,251	75,643	3,500	3,500	3,000	3,000	2,870	3,000	0
5,270	250,000	2	3	1	39	0	0	0	0	0	0	18,376	20,070	21,428	22,757	24,382	28,768	2,000	2,000	2,000	2,000	5,000	4,000	0
5,271	20,000	2	5	2	37	0	0	0	0	0	0	6,725	7,843	10,600	18,660	7,060	0	2,000	3,000	8,060	0	0	0	0
5,272	170,000	2	1	2	28	0	0	0	0	0	0	12,324	13,467	14,394	15,249	15,999	16,753	1,350	1,158	1,100	1,000	1,025	1,512	0
5,273	140,000	1	3	1	32	0	0	0	0	0	0	140,456	125,288	117,263	77,496	79,815	77,911	5,200	5,006	5,000	5,000	3,000	5,000	0
5,274	60,000	2	2	1	42	0	0	0	2	2	2	56,166	58,022	61,331	55,566	59,331	60,569	2,760	4,941	0	4,675	2,361	0	1
5,275	20,000	1	1	2	24	-1	-1	-1	-1	-2	-2	10,283	0	750	0	0	0	0	750	0	0	0	0	1
5,276	80,000	1	2	1	53	0	0	0	0	0	0	66,484	59,837	53,367	48,154	43,214	44,229	2,731	2,058	1,700	1,565	1,730	1,812	0
5,277	60,000	1	3	2	34	2	0	0	0	0	0	58,501	59,225	59,592	58,654	58,664	59,323	2,300	2,578	2,039	2,088	2,767	1,750	0
5,278	210,000	2	5	1	35	0	0	0	-2	-2	-1	84,018	23,953	0	0	0	239	2,000	0	0	0	239	323	0
5,279	320,000	1	2	2	27	0	0	0	0	0	0	319,069	323,319	298,072	180,882	175,560	131,390	12,661	11,157	5,730	5,904	5,890	2,464	0
5,280	50,000	2	3	1	55	0	0	0	0	0	0	37,234	37,942	38,003	11,625	18,442	9,743	1,963	2,025	562	339	1,200	600	0
5,281	10,000	1	2	3	37	0	0	-1	0	0	-2	8,634	3,192	1,352	13,352	0	0	1,000	676	6,000	120	0	0	0
5,282	50,000	1	2	2	51	0	0	0	0	0	0	48,726	49,050	49,584	19,791	18,518	19,078	2,100	1,600	700	670	866	618	1
5,283	140,000	2	2	1	33	0	0	0	0	0	0	133,094	132,777	131,672	133,496	128,509	124,035	5,005	4,603	5,002	4,505	4,400	4,300	0
5,284	50,000	2	2	1	38	-1	-1	-1	-1	-1	-1	588	588	926	643	643	643	588	926	643	643	643	643	0
5,285	80,000	1	2	1	36	2	2	4	4	3	2	600	600	600	600	300	150	0	0	0	0	0	1,000	1
5,286	300,000	2	1	1	36	0	0	0	0	0	0	272,899	254,078	252,427	254,160	250,645	245,851	9,251	10,505	9,157	9,319	9,600	8,500	0
5,287	520,000	2	1	2	33	0	0	0	0	0	0	485,298	499,489	413,019	168,770	168,964	191,188	22,000	18,300	26,500	30,000	27,000	25,000	1
5,288	200,000	2	2	3	57	0	0	0	0	0	0	79,761	79,515	80,592	86,216	88,071	90,842	3,500	3,000	7,000	3,400	4,400	6,500	0
5,289	200,000	2	2	1	35	1	-2	-1	-1	-1	-1	0	0	5,825	0	3,217	8,273	0	5,825	0	3,217	8,273	5,158	0
5,290	60,000	2	2	1	44	0	0	0	0	0	0	56,970	58,848	20,641	22,229	24,708	27,255	3,000	2,000	2,229	3,000	3,000	3,305	0
5,291	180,000	2	2	1	42	0	0	0	2	0	0	102,449	104,807	111,048	107,782	110,879	113,666	5,500	9,500	0	5,000	5,000	5,000	0
5,292	120,000	2	2	2	24	0	0	0	0	0	0	32,317	33,496	34,481	30,102	30,220	33,523	2,000	2,000	2,000	3,000	6,000	0	0
5,293	50,000	1	2	1	47	0	0	0	0	0	0	49,032	48,764	49,521	48,830	49,728	50,146	2,599	2,556	1,665	1,600	1,800	2,000	0
5,294	20,000	1	1	2	33	0	0	0	0	0	0	17,593	38,478	19,703	19,697	17,303	1,554	1,472	1,400	394	346	31	0	0
5,295	10,000	1	2	2	27	0	0	0	0	0	2	16,944	8,261	9,252	9,590	10,129	8,932	2,296	1,139	477	830	0	1,241	1
5,296	520,000	1	1	2	34	0	0	0	0	0	0	9,568	8,211	6,850	13,178	17,059	17,528	5,014	5,010	13,009	10,035	10,007	5,025	0
5,297	500,000	2	1	1	33	-2	-2	-1	-1	-2	-1	125	-18,088	1,664,089	121,757	97,115	377,217	4,366	1,684,259	121,831	97,670	379,267	26,759	0
5,298	50,000	1	2	2	24	0	0	0	0	0	0	50,244	17,987	18,973	19,369	19,769	19,385	1,400	1,301	700	700	700	700	0
5,299	200,000	2	2	1	29	0	0	0	0	0	0	61,518	66,541	53,862	37,056	19,790	20,842	25,138	2,569	793	49	15,085	44,701	0
5,300	360,000	2	1	2	36	1	-1	-1	-1	-1	-1	-8	2,379	0	11,850	150	459	2,387	0	11,850	300	459	52	0

Subsets and Splits

No community queries yet

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