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
6,201	30,000	2	3	1	37	0	0	0	0	0	0	26,411	27,578	29,312	29,680	29,689	31,050	1,898	2,632	1,000	1,176	830	0	0
6,202	260,000	1	1	1	38	-1	-1	-1	-1	-1	-1	10,448	1,199	6,675	1,175	888	4,186	1,211	6,818	1,180	892	4,207	6,175	1
6,203	210,000	2	2	1	39	-1	-1	-1	-1	-2	-1	44,100	0	28,428	0	0	12,000	0	28,428	0	0	12,000	33,664	0
6,204	200,000	2	1	2	29	0	0	0	0	0	0	7,523	8,445	9,090	3,270	774	0	3,000	1,000	0	700	0	0	0
6,205	50,000	1	1	1	56	-1	0	0	0	0	0	5,433	12,906	7,044	6,787	6,534	6,277	1,117	1,098	231	234	238	175	1
6,206	490,000	1	3	1	28	0	0	0	0	0	0	108,157	107,692	108,590	109,389	110,491	111,158	4,056	3,993	3,831	4,111	3,939	4,001	0
6,207	170,000	1	1	1	45	-1	-1	-1	-1	-1	-1	3,479	570	0	1,546	4,981	4,769	570	0	1,546	4,981	4,769	6,452	0
6,208	500,000	1	1	2	29	-1	0	0	0	0	0	15,732	15,760	18,426	19,200	3,817	4,817	3,000	3,000	2,000	1,000	2,000	1,885	0
6,209	220,000	1	2	1	46	2	0	0	0	0	0	157,646	159,833	160,032	162,303	164,700	166,756	5,800	5,759	5,938	6,200	6,009	6,044	0
6,210	150,000	2	1	2	30	0	0	0	0	0	0	141,330	133,582	125,026	108,358	110,070	111,654	8,000	8,000	5,000	5,000	5,000	5,000	0
6,211	50,000	2	2	1	34	2	2	2	2	2	2	44,654	45,650	46,320	45,290	48,322	49,094	2,000	1,700	0	3,760	1,700	0	0
6,212	50,000	1	2	1	52	0	0	0	0	0	0	46,436	41,290	40,251	15,273	14,229	15,001	2,300	2,000	1,000	1,000	1,000	1,000	0
6,213	100,000	2	1	2	26	0	0	0	0	0	0	91,857	78,797	70,936	68,104	68,055	68,084	3,572	2,600	5,600	2,600	2,600	2,510	0
6,214	310,000	2	2	2	25	0	0	0	0	0	0	28,598	22,017	14,605	15,125	18,048	16,607	8,820	1,576	1,000	3,100	2,000	1,000	0
6,215	510,000	2	1	1	35	0	0	0	0	0	0	62,382	55,076	113,654	104,449	95,937	96,634	5,000	70,000	3,500	4,000	3,500	5,000	0
6,216	200,000	1	2	1	41	1	2	2	2	2	-1	11,201	1,383	976	1,126	563	413	980	0	563	0	413	2,513	0
6,217	50,000	1	3	1	43	0	0	2	0	0	0	7,978	11,396	8,900	8,565	8,590	19,894	3,887	0	453	312	1,500	500	0
6,218	300,000	2	1	2	38	1	3	2	0	0	-1	10,361	9,692	3,772	1,919	316	2,360	0	3	0	0	2,360	0	0
6,219	450,000	2	1	1	40	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
6,220	30,000	1	2	2	27	-1	-1	-1	-1	-1	-1	3,902	1,950	890	0	750	0	1,950	2,390	0	750	0	1,280	0
6,221	60,000	2	1	2	27	-1	-1	-1	-1	-1	2	836	836	390	150	1,320	780	836	390	150	1,560	0	0	0
6,222	140,000	2	2	2	23	2	0	0	0	0	0	25,621	26,805	27,763	28,342	29,123	29,930	1,600	1,500	1,000	1,200	1,250	1,200	1
6,223	50,000	2	2	2	32	0	0	0	0	0	0	36,211	28,530	20,084	18,088	18,476	20,168	1,709	2,004	7,497	671	2,000	6,100	0
6,224	90,000	2	3	2	28	0	0	0	0	0	2	86,493	86,960	87,187	86,669	90,391	87,207	4,200	4,000	3,200	6,700	0	4,000	0
6,225	190,000	2	2	1	34	0	0	2	0	0	2	138,628	156,232	152,251	153,820	163,265	166,627	21,440	0	5,600	11,950	6,200	0	0
6,226	150,000	2	1	2	29	0	0	0	0	0	0	147,331	146,999	146,277	147,946	145,846	143,531	6,740	6,850	5,664	5,660	5,480	5,310	0
6,227	390,000	2	2	2	28	-1	-1	-1	-1	0	-1	19,081	1,170	6,512	14,122	7,894	3,927	1,170	6,512	14,122	0	3,927	200	0
6,228	30,000	1	3	1	47	0	0	0	0	0	0	28,923	29,803	25,373	23,231	23,913	21,120	1,586	1,365	1,663	5,106	1,050	0	0
6,229	240,000	1	1	1	60	2	0	0	0	0	0	184,427	188,583	191,992	185,383	179,565	92,788	7,001	6,180	6,000	5,951	5,285	192,557	1
6,230	260,000	2	1	2	29	-1	-1	-2	-1	-1	-1	470	0	0	550	880	1,287	0	0	550	880	1,287	925	1
6,231	30,000	1	3	2	25	0	0	0	0	0	-2	10,198	28,773	18,031	13,127	0	0	18,808	1,200	263	0	0	0	0
6,232	500,000	2	1	2	28	0	0	0	0	0	0	58,076	59,534	51,006	44,360	34,229	37,880	2,001	6,620	6,015	10,001	4,137	5,000	0
6,233	60,000	2	2	2	29	2	2	2	0	0	0	41,387	42,117	41,140	42,110	42,988	43,841	1,685	0	1,655	1,707	1,718	1,775	0
6,234	200,000	1	3	1	30	0	0	0	0	0	0	144,933	148,103	148,137	151,505	154,728	157,912	7,000	4,000	4,000	4,000	4,000	4,550	0
6,235	80,000	1	2	1	31	0	0	0	0	0	0	70,664	62,223	26,400	27,201	27,363	-4,000	2,036	1,500	1,201	1,500	2,000	2,000	0
6,236	100,000	2	2	2	30	1	-2	-2	-2	-2	-2	-4	-4	-4	-4	-4	-4	0	0	0	0	0	0	0
6,237	380,000	1	1	1	42	-1	-1	-1	-1	-2	-1	4,377	-3	3,885	0	1,140	505	0	3,888	0	1,140	505	0	0
6,238	210,000	1	2	1	30	0	0	0	0	0	0	32,903	33,275	34,174	34,141	34,456	34,737	1,600	1,846	1,209	1,248	1,247	1,212	1
6,239	10,000	1	2	2	27	0	0	0	0	0	0	8,257	7,995	4,878	5,444	2,639	2,697	2,000	1,100	600	300	300	1,000	1
6,240	500,000	1	2	1	44	0	0	0	0	0	0	91,718	93,338	96,781	98,274	100,528	102,748	4,000	5,000	4,000	4,000	4,091	6,169	0
6,241	240,000	2	1	1	37	2	0	0	0	-2	-2	118,402	119,764	72,050	0	0	0	5,598	4,000	0	0	0	0	1
6,242	270,000	1	1	2	29	0	0	0	0	0	0	227,479	181,629	185,614	189,524	193,971	199,763	7,000	7,000	7,000	7,500	9,000	10,000	0
6,243	50,000	1	2	2	25	0	0	0	0	0	0	21,006	18,851	19,722	19,644	18,687	18,033	4,788	1,532	1,002	1,006	2,004	2,309	0
6,244	120,000	2	1	2	36	0	0	0	0	2	2	84,171	76,025	78,068	78,589	77,213	82,567	3,438	4,000	12,242	0	6,894	0	0
6,245	280,000	1	1	2	28	0	0	0	0	0	-1	281,663	211,805	96,763	67,554	-3	1,244	80,019	5,000	439	10,603	1,247	2,187	0
6,246	260,000	2	1	2	28	0	0	0	0	0	0	126,418	129,214	131,933	134,482	135,772	138,229	6,000	5,200	5,000	5,000	5,000	5,000	0
6,247	360,000	1	1	1	38	-1	-1	-1	-1	-1	-1	7,975	4,062	1,914	4,877	2,100	3,602	4,062	1,914	4,877	2,100	3,602	9,452	0
6,248	210,000	2	1	2	30	1	-1	-1	-1	-1	-1	0	795	588	1,488	609	768	795	588	1,488	609	768	588	0
6,249	390,000	1	1	2	29	0	-1	0	0	0	0	9,918	15,918	103,169	95,669	88,080	80,576	16,008	100,000	5,000	4,000	4,000	3,000	0
6,250	40,000	1	2	1	36	0	0	2	2	2	0	34,871	37,999	37,089	39,464	38,698	40,051	3,700	0	3,000	0	2,000	800	0
6,251	10,000	2	2	2	27	0	0	0	0	0	0	6,691	7,723	17,734	9,081	8,877	9,261	1,142	1,286	500	320	529	500	0
6,252	120,000	2	2	1	43	-2	-2	-2	-2	-2	-2	0	999	0	0	0	0	999	0	0	0	0	0	1
6,253	200,000	1	3	1	43	-1	-1	-1	0	0	-1	1,435	1,270	3,783	2,522	1,261	1,436	1,270	4,000	0	0	1,436	1,261	0
6,254	80,000	2	2	1	37	-1	-1	-1	-1	-1	-1	1,480	3,832	898	425	0	2,791	3,832	898	425	0	2,791	0	0
6,255	60,000	2	2	2	27	0	0	0	0	2	0	12,193	13,983	15,746	17,486	17,067	17,255	2,000	2,000	2,000	0	620	1,710	0
6,256	130,000	2	2	2	39	2	2	2	2	0	0	50,033	52,440	52,993	51,546	52,663	53,737	3,500	2,000	0	2,100	2,100	2,200	1
6,257	100,000	2	2	2	29	0	0	0	0	0	-1	17,848	19,032	19,664	16,407	15,068	40,794	1,775	1,407	328	935	42,000	1,500	0
6,258	20,000	1	2	1	45	-1	2	2	0	0	0	3,213	4,308	4,093	4,866	6,781	7,668	1,300	0	1,000	2,000	1,000	0	0
6,259	460,000	1	1	2	34	0	0	0	0	0	0	45,358	42,991	45,848	50,875	56,479	50,889	2,613	7,021	10,019	10,051	10,046	5,016	0
6,260	80,000	1	2	2	32	1	2	0	0	0	-2	82,212	79,682	28,242	21,400	0	0	7	1,200	1,408	0	0	0	0
6,261	80,000	1	1	2	26	0	0	0	0	0	0	74,487	76,126	69,856	48,816	48,476	48,448	7,576	3,000	1,800	1,800	2,000	2,000	0
6,262	240,000	2	1	2	28	0	0	0	0	0	0	209,848	214,477	218,142	195,913	197,823	189,111	10,000	9,000	7,000	7,000	6,625	7,000	0
6,263	200,000	2	3	1	38	0	0	0	0	0	0	97,584	75,187	72,556	63,524	49,914	18,068	3,600	2,500	3,000	2,000	2,000	2,000	0
6,264	230,000	1	2	2	29	-2	-2	-2	-2	-2	-2	200	840	0	3,458	499	5,180	840	0	3,458	499	5,180	0	0
6,265	260,000	2	1	1	53	2	-1	-1	-1	-1	-1	827	827	827	827	755	-72	827	827	827	755	0	1,726	0
6,266	90,000	2	2	1	38	0	0	0	0	0	0	88,758	89,680	89,876	49,922	46,302	45,430	3,900	3,487	1,629	4,000	3,000	813	0
6,267	320,000	1	2	2	29	0	0	0	0	0	0	324,693	321,110	325,024	322,246	297,637	301,575	11,650	12,500	11,900	10,503	10,886	10,040	0
6,268	280,000	2	2	1	47	0	0	0	0	0	-1	231,181	26,610	24,910	20,133	5,821	143,866	1,610	1,910	1,133	821	155,681	4,785	0
6,269	120,000	1	2	2	29	1	2	0	0	2	2	87,376	85,135	86,024	91,380	93,263	95,079	0	3,200	6,800	3,500	3,500	0	1
6,270	400,000	2	1	2	27	1	-2	-1	0	0	-1	140	140	12,527	12,640	14,805	238	140	12,527	253	2,305	238	238	0
6,271	50,000	2	1	1	55	0	0	0	0	0	0	25,043	26,411	27,451	19,431	19,837	20,232	1,775	1,815	695	719	724	750	0
6,272	10,000	2	1	2	23	2	2	7	7	7	6	2,400	2,400	2,400	2,400	2,400	1,800	0	0	0	0	0	0	1
6,273	70,000	1	2	2	26	0	0	0	0	0	0	69,900	67,591	68,338	26,916	27,480	28,043	2,506	1,925	1,000	997	1,020	1,100	0
6,274	210,000	1	1	1	30	0	0	0	0	0	2	65,600	63,396	64,150	66,135	70,118	67,254	2,300	3,000	3,000	5,000	0	3,000	0
6,275	140,000	2	2	1	39	-1	-1	-1	0	0	0	1,007	3,680	4,214	3,790	3,357	3,426	3,685	4,214	76	67	69	1,376	0
6,276	290,000	1	2	1	50	-1	-1	-1	-2	-2	-2	929	1,729	0	0	0	0	1,732	0	0	0	0	335	0
6,277	30,000	1	3	1	32	0	0	0	0	0	-1	28,292	30,494	28,317	16,454	450	1,400	3,000	1,431	483	0	700	0	0
6,278	110,000	2	1	2	32	1	2	0	0	0	2	58,679	56,871	56,279	24,271	52,040	25,453	1,210	2,056	1,200	2,300	0	1,000	1
6,279	20,000	2	3	2	54	0	0	2	2	2	0	9,777	10,140	9,360	9,833	9,153	9,116	2,000	1,000	1,000	0	500	500	0
6,280	220,000	2	2	1	36	0	0	0	0	0	0	136,556	139,453	142,295	145,127	148,159	151,462	5,100	5,163	5,196	5,372	5,761	5,396	0
6,281	180,000	2	2	1	36	-1	-1	-2	-1	-1	-1	682	0	0	1,012	0	669	0	0	1,012	0	669	0	0
6,282	30,000	1	1	2	26	4	3	2	0	0	-2	25,899	25,177	22,768	18,600	0	0	0	600	800	0	0	0	1
6,283	50,000	2	2	2	31	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
6,284	150,000	1	3	1	29	0	0	-2	-2	-2	-2	38,675	0	0	0	0	0	0	0	0	0	0	0	0
6,285	150,000	2	1	2	32	0	0	0	0	0	0	30,697	40,139	49,410	58,549	67,560	86,315	10,000	10,000	10,000	10,000	20,000	1,718	0
6,286	140,000	1	3	2	30	1	3	2	2	2	0	84,014	85,107	82,532	81,236	78,306	72,173	3,300	0	6,500	0	3,000	3,000	0
6,287	80,000	2	2	1	48	0	0	0	0	0	0	79,518	77,757	32,325	25,670	30,089	29,395	2,264	1,420	1,002	6,005	2,000	970	0
6,288	200,000	2	1	1	33	0	0	0	0	0	0	105,775	88,262	69,596	32,709	31,816	33,368	3,493	2,536	1,065	10,020	6,097	5,022	0
6,289	400,000	1	1	1	44	-1	-1	-1	-1	-1	-1	4,482	-10	1,903	850	808	775	0	1,913	850	808	775	380	0
6,290	130,000	2	2	1	28	2	2	0	0	0	0	135,805	125,973	95,602	91,328	93,099	95,825	75	3,369	3,423	3,400	4,275	2,307	0
6,291	50,000	2	2	2	22	0	0	0	0	0	0	38,604	36,684	33,826	30,387	28,850	29,022	1,575	1,757	1,047	1,042	1,036	1,039	0
6,292	190,000	1	2	1	51	0	0	0	0	0	0	86,713	75,143	43,487	34,904	108,419	75,455	3,359	13,487	1,414	40,710	43,406	2,773	1
6,293	470,000	2	1	2	40	0	0	0	0	0	0	17,243	14,722	15,270	15,615	16,261	16,969	1,243	1,300	600	900	1,000	1,324	1
6,294	280,000	1	1	1	55	-1	-1	0	0	2	-1	2,326	4,917	4,906	4,707	2,254	5,375	4,917	2,453	2,254	0	5,375	1,165	0
6,295	460,000	2	1	2	26	-1	-1	-1	-1	-1	-1	18,738	16,345	20,246	9,936	10,833	21,169	16,447	20,373	10,018	12,387	21,865	13,898	0
6,296	340,000	2	2	2	32	0	0	0	0	0	0	169,246	100,967	102,819	105,477	107,454	110,419	6,000	4,500	5,000	4,000	5,000	4,000	0
6,297	110,000	1	2	2	27	0	0	0	0	0	0	103,550	105,089	107,164	105,988	108,617	103,497	6,000	6,000	4,000	5,000	4,000	4,000	0
6,298	440,000	2	2	2	27	-1	0	0	0	0	0	25,154	27,028	29,098	21,447	13,547	16,008	10,011	5,052	3,163	5,010	5,000	5,000	0
6,299	90,000	2	2	2	23	-2	-2	-2	-2	-2	-2	3,440	6,140	5,812	13,955	22,687	15,621	6,140	5,812	13,955	22,687	15,621	2,540	0
6,300	70,000	2	2	2	24	-2	-2	-2	-1	-1	0	63,912	53,137	45,078	6,823	28,989	29,059	2,400	2,000	1,000	30,848	975	863	0

Subsets and Splits

No community queries yet

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