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
801	400,000	1	1	2	37	-1	-1	-1	-1	-2	-1	385	12,695	1,290	0	0	3,058	13,032	1,290	0	0	3,058	3,768	0
802	20,000	1	2	2	25	4	3	2	0	0	0	20,610	20,005	19,331	19,333	17,363	16,314	0	0	500	715	326	0	1
803	50,000	2	3	1	44	-1	-1	-1	-1	0	0	2,000	780	0	7,472	10,174	11,104	780	0	7,472	3,000	1,104	1,000	0
804	230,000	2	1	2	28	-1	-1	-1	-2	-2	-2	6,666	6,666	0	0	0	0	6,666	0	0	0	0	0	0
805	220,000	1	2	2	29	0	0	0	-2	-2	-2	31,037	6,244	0	0	0	0	3,050	0	0	0	0	0	0
806	300,000	2	1	1	36	0	0	0	0	-2	-1	25,239	25,001	20,800	0	0	65,755	1,713	1,000	0	0	65,755	3,000	0
807	80,000	2	2	2	23	1	-1	2	-1	-1	-1	998	6,858	1,879	1,145	7,328	3,703	6,861	11	1,146	7,329	3,704	426	0
808	20,000	2	3	2	36	0	0	2	2	2	2	16,754	18,873	19,862	19,245	20,532	19,953	2,400	1,600	0	1,600	209	0	1
809	190,000	2	1	2	26	0	0	0	0	0	2	31,061	32,129	33,142	33,726	35,758	35,171	1,750	1,720	1,300	2,600	0	1,400	0
810	160,000	2	2	0	37	0	0	0	0	0	0	2,694	38,433	38,870	28,574	27,268	28,021	35,888	1,325	891	1,000	1,098	426	0
811	120,000	2	1	3	44	0	0	2	0	0	0	70,096	76,446	73,732	12,329	12,329	0	8,100	0	247	0	0	0	0
812	700,000	2	1	1	39	0	0	0	0	-2	-1	99,259	102,345	109,636	326	2,016	61,707	5,000	10,000	326	2,016	61,707	17,785	0
813	140,000	2	1	2	24	1	-2	-2	-2	-1	-1	0	0	0	0	1,086	0	0	0	0	1,086	0	0	0
814	300,000	2	3	1	29	-1	0	0	0	0	-1	24,921	21,333	16,212	11,304	11,396	6,138	2,000	3,000	0	5,000	6,202	0	0
815	120,000	1	3	1	33	1	2	2	2	2	2	66,055	67,405	68,405	69,387	70,727	72,215	3,000	2,700	2,700	2,600	2,800	0	1
816	280,000	2	2	1	39	0	0	2	0	0	0	213,738	228,963	223,810	158,542	162,244	108,143	20,300	0	5,600	6,300	4,000	4,000	0
817	70,000	1	3	1	51	2	2	0	0	0	0	54,968	51,384	49,734	50,361	49,185	47,245	0	2,100	1,950	1,900	2,219	2,100	1
818	20,000	2	3	2	24	-1	-1	-1	-1	-1	2	4,101	507	3,042	0	8,402	6,204	507	3,042	0	8,402	0	4,739	0
819	150,000	2	2	1	45	-1	-1	-1	-1	-1	-1	2,605	2,605	4,590	2,605	2,605	3,795	2,605	4,590	2,605	2,605	3,795	10,675	0
820	60,000	1	1	2	30	0	-1	0	0	0	0	15,380	4,116	19,453	17,912	18,480	18,848	4,147	19,435	1,000	1,000	1,000	1,000	0
821	200,000	2	3	0	51	-1	-1	-1	-1	0	-1	780	0	390	780	390	390	0	390	780	0	390	390	0
822	50,000	2	2	2	24	1	2	0	0	0	0	48,861	48,082	48,614	26,667	26,036	26,850	2,000	2,233	1,083	1,100	1,400	3,000	1
823	150,000	1	2	1	50	-1	0	0	2	0	0	55,336	58,255	36,260	35,037	34,631	63,156	5,085	4,000	0	2,000	30,000	5,000	0
824	20,000	2	1	2	22	0	0	0	0	0	0	20,243	20,400	19,583	19,983	20,196	19,705	1,410	1,200	534	700	1,000	0	0
825	40,000	1	1	2	27	0	0	0	0	0	0	11,058	11,471	11,776	12,660	12,660	12,413	2,000	1,500	2,330	2,300	1,000	2,078	1
826	170,000	2	2	2	33	1	-1	-1	-1	-2	-2	0	7,042	2,986	0	0	0	7,042	2,986	0	0	0	0	0
827	50,000	2	2	1	24	1	2	0	0	0	2	27,087	26,372	26,992	27,693	29,237	28,607	0	1,400	1,100	2,100	0	1,000	0
828	10,000	1	2	2	37	0	0	0	0	2	2	8,755	8,158	7,540	8,164	6,963	5,923	1,167	1,022	1,036	0	2,700	0	0
829	200,000	2	2	1	58	-1	-1	-1	-1	-2	-1	3,035	199,602	720	0	0	1,500	199,646	720	0	0	1,500	185,652	0
830	50,000	2	2	1	48	0	-1	-1	0	0	0	20,944	4,696	47,225	16,483	9,343	9,693	2,360	49,325	3,001	1,882	500	503	0
831	320,000	1	1	2	28	-1	0	0	-1	0	0	2,007	3,477	3,037	1,633	3,633	0	2,000	1,000	1,633	2,000	0	3,000	0
832	20,000	2	3	1	24	8	7	6	5	4	3	24,310	23,987	23,353	22,719	21,796	21,162	0	0	0	0	0	0	0
833	470,000	2	2	1	27	0	0	0	0	-1	0	152,478	62,084	54,551	14,363	97,440	90,717	3,001	4,005	2,021	97,441	5,001	5,001	1
834	230,000	2	3	2	30	-1	-1	-1	0	0	0	550	0	13,013	14,265	13,659	0	0	13,013	1,252	3,659	0	0	0
835	20,000	2	1	2	23	0	0	0	0	0	-2	17,246	16,988	15,973	18,773	0	0	2,000	2,000	3,000	0	0	0	0
836	30,000	2	3	2	53	-1	-1	-1	-1	-1	-1	1,598	2,487	0	4,810	2,796	3,245	2,487	0	4,810	2,796	3,245	7,305	1
837	80,000	2	2	2	23	2	2	2	2	2	2	22,895	23,837	24,253	24,562	25,126	25,476	1,600	1,100	1,000	1,100	906	0	0
838	110,000	2	2	1	55	0	0	0	0	0	0	15,069	16,123	16,850	17,568	18,133	18,828	1,600	1,300	1,000	1,000	1,000	1,000	0
839	420,000	1	2	1	34	0	0	0	0	0	0	88,948	79,783	80,575	92,982	98,502	103,200	30,000	10,575	15,000	10,000	10,000	20,000	0
840	500,000	1	1	1	43	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
841	80,000	2	2	2	22	1	2	0	0	0	0	79,318	79,459	79,788	29,069	26,551	27,109	2,000	2,201	2,000	1,000	1,000	2,000	0
842	350,000	2	2	1	31	0	0	0	0	0	0	67,648	68,557	63,179	57,987	53,948	39,965	3,039	2,047	1,750	1,703	1,721	784	0
843	30,000	2	2	1	32	-2	-2	-2	-2	-2	-2	0	0	0	0	7,463	6,804	0	0	0	7,463	6,804	4,985	0
844	110,000	2	2	2	33	1	-2	-2	-2	-2	-1	0	0	0	0	0	150	0	0	0	0	300	102	1
845	500,000	1	3	1	39	0	0	0	0	0	0	315,201	332,071	375,070	354,839	369,532	367,399	25,000	50,000	20,000	19,586	14,122	12,022	0
846	490,000	2	1	1	38	-1	-1	-1	-1	-1	0	4,290	4,738	2,803	6,027	10,722	8,452	4,738	2,803	6,027	10,722	6,000	1,139	0
847	300,000	2	2	1	34	-2	-2	-2	-2	-2	-2	205,064	-86	-86	2,014	-185	1,815	0	0	2,100	0	2,000	5,000	0
848	50,000	1	2	3	42	2	0	0	2	0	0	47,647	50,232	50,510	32,177	29,530	29,789	3,700	3,700	0	1,072	1,500	1,132	1
849	150,000	1	3	1	37	4	4	4	3	2	0	151,117	153,787	150,320	147,989	143,355	143,131	6,500	0	512	0	4,388	4,221	1
850	80,000	2	3	1	57	-1	2	-1	0	0	0	726	726	15,400	15,000	15,000	15,000	0	15,400	0	0	0	100	0
851	40,000	2	2	2	23	0	0	0	2	2	6	20,035	21,406	24,735	24,050	43,317	44,059	2,000	4,000	0	20,000	2,000	0	0
852	30,000	1	2	2	32	1	2	2	0	0	0	29,095	30,819	29,214	29,478	23,384	22,428	2,500	0	910	1,000	1,000	1,000	0
853	50,000	1	1	1	37	0	0	-2	-2	-2	-2	30,400	0	0	0	0	0	500	0	0	0	0	0	0
854	140,000	2	2	2	23	0	0	0	0	0	0	44,733	44,144	44,739	43,455	43,980	44,614	2,100	2,027	1,800	1,600	1,750	1,700	0
855	50,000	2	3	2	49	0	0	0	0	0	0	4,987	6,741	9,366	8,566	10,066	0	2,000	3,000	1,500	1,500	0	0	0
856	30,000	2	2	2	25	-2	-2	-2	-2	-2	-2	26,957	26,269	17,036	27,497	16,098	7,300	1,333	2,256	27,497	787	200	0	0
857	40,000	2	1	2	29	0	0	2	2	2	2	26,461	29,425	30,145	29,361	33,893	34,487	3,400	1,500	0	5,000	1,300	0	1
858	100,000	2	3	1	43	2	2	2	2	2	2	50,485	51,582	52,141	52,691	54,199	53,176	2,200	2,000	2,000	2,500	0	4,500	1
859	130,000	1	2	2	29	0	0	0	0	0	0	131,041	133,698	131,990	127,512	128,683	129,669	7,000	5,151	4,464	5,000	4,702	8,000	0
860	20,000	2	2	2	27	0	0	0	0	0	0	20,218	19,194	20,112	19,712	19,712	6,321	1,482	1,400	0	0	0	0	0
861	50,000	1	1	2	26	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
862	260,000	1	1	1	41	-2	-2	-1	0	0	0	1,086	2,853	38,836	45,087	47,201	46,199	3,552	38,836	20,000	15,000	15,000	10,000	0
863	30,000	2	3	2	52	2	2	7	7	7	7	2,450	2,450	2,450	2,450	2,450	2,450	0	0	0	0	0	0	1
864	10,000	2	2	1	31	0	0	0	0	0	0	15,915	9,050	9,901	9,975	9,736	8,703	2,330	2,200	1,000	333	311	322	0
865	200,000	1	1	2	32	0	0	0	0	0	0	43,515	44,557	45,574	49,022	47,459	49,666	1,739	1,756	2,662	1,726	3,000	2,500	0
866	30,000	2	2	1	46	0	0	0	0	0	0	28,234	28,874	29,437	27,738	27,268	27,409	1,484	1,436	1,120	995	989	800	0
867	180,000	2	2	2	35	0	0	0	-2	-2	-2	119,333	123,150	0	0	0	0	6,000	0	0	0	0	0	0
868	100,000	1	1	2	35	0	0	-2	-2	-2	-2	29,109	0	0	0	0	0	0	0	0	0	0	47,970	0
869	140,000	2	2	1	39	0	0	0	0	0	0	105,192	90,337	74,510	73,876	76,180	78,400	3,000	6,000	4,000	4,000	4,000	3,000	0
870	290,000	2	2	2	34	0	0	0	0	0	0	310,403	315,048	314,085	317,631	315,820	305,498	12,012	12,012	11,016	11,088	12,031	12,031	0
871	20,000	2	2	3	52	0	0	0	0	0	0	14,591	15,616	16,628	16,958	17,314	17,664	1,265	1,277	607	629	638	641	0
872	80,000	2	3	1	40	0	0	0	0	0	0	35,660	37,082	38,464	38,922	40,791	43,108	2,000	2,000	1,397	2,500	3,000	1,600	0
873	500,000	2	3	1	38	-2	-2	-2	-2	-2	-2	13,655	8,351	2,340	2,340	11,435	189	8,351	2,340	2,340	11,435	189	5,391	0
874	180,000	1	1	1	45	-1	-1	-1	-1	-1	-1	4,453	3,310	7,226	5,060	2,832	1,890	3,310	7,228	5,060	2,832	1,890	2,576	0
875	20,000	2	3	1	40	-1	-1	-1	-1	-1	-1	2,946	0	390	390	390	390	0	390	390	390	390	780	0
876	30,000	2	2	1	25	0	0	0	0	0	2	30,606	29,579	30,291	30,616	30,456	29,818	1,800	1,512	1,259	2,500	0	1,000	0
877	150,000	1	1	2	33	0	0	0	0	0	0	45,335	50,262	54,793	59,244	64,096	68,837	6,000	6,000	6,000	6,000	6,001	6,000	0
878	280,000	2	2	2	27	-1	-1	-1	-1	-1	-1	5,924	5,174	980	3,058	3,158	9,530	5,174	1,078	3,058	3,158	9,530	0	0
879	50,000	2	2	1	43	0	0	0	-1	0	0	23,587	24,580	20,165	10,732	10,566	10,757	1,800	1,775	10,732	384	757	501	0
880	20,000	2	2	1	43	2	0	0	0	0	2	15,294	16,340	17,359	17,776	19,293	18,844	1,300	1,300	700	1,800	0	1,000	0
881	200,000	1	1	2	30	-1	-1	-1	0	0	0	4,935	-200	11,463	11,751	11,772	5,318	0	11,663	9,363	3,232	3,000	1,000	0
882	210,000	2	2	1	49	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
883	230,000	2	1	2	38	0	0	0	0	0	0	224,020	227,311	184,500	128,190	130,883	133,504	8,750	7,470	4,540	4,710	4,750	4,900	0
884	50,000	1	3	2	57	0	0	0	0	0	0	47,917	48,455	48,120	28,450	29,046	29,647	1,988	1,989	1,018	1,054	1,084	1,048	0
885	50,000	1	3	2	55	0	0	0	0	0	0	51,737	27,121	28,103	28,814	29,261	29,878	2,930	1,447	1,158	1,041	1,082	994	1
886	70,000	2	2	2	23	0	0	0	0	0	0	49,605	51,804	53,041	55,150	57,098	59,141	3,000	2,700	3,000	3,000	3,000	4,700	0
887	310,000	1	1	2	30	-2	-2	-2	-2	-2	-2	1,544	1,648	1,284	1,088	892	-304	1,300	1,000	1,000	1,000	304	39,544	0
888	180,000	2	2	1	30	-1	-1	-1	-1	-1	-1	2,488	13,476	3,173	13,202	6,594	2,549	13,476	3,173	13,212	6,594	2,549	1,000	0
889	90,000	2	2	2	24	0	0	0	0	0	2	24,401	22,771	19,461	16,181	14,669	14,422	1,454	1,384	407	673	0	102	0
890	390,000	1	2	2	28	0	0	0	0	0	0	149,445	139,794	133,224	106,127	51,097	38,555	8,046	5,150	5,297	5,084	5,065	5,042	0
891	150,000	2	3	1	34	-1	-1	-1	-1	-1	-1	772	337	618	150	150	377	340	618	150	150	227	0	0
892	400,000	1	2	2	37	1	1	1	2	0	0	13,611	15,066	15,882	12,599	18,599	12,284	3,019	5,014	3	7,040	2,006	2,005	0
893	80,000	2	2	1	32	0	0	0	0	0	-2	28,408	25,695	11,553	2,350	0	0	1,259	1,035	1,600	0	0	0	0
894	320,000	1	1	2	27	0	0	0	0	0	0	137,574	199,563	122,093	105,425	100,206	96,073	6,048	6,371	3,043	3,031	3,066	3,031	0
895	240,000	2	2	1	37	-1	-1	-2	-2	-2	-2	238	0	0	0	0	0	0	0	0	0	0	0	1
896	200,000	1	1	2	31	-2	-2	-2	-2	-2	-2	100	100	100	100	100	100	100	100	100	100	100	100	0
897	110,000	1	1	3	55	1	2	2	2	3	2	92,610	94,755	92,351	101,140	99,260	101,577	4,500	0	11,300	0	4,100	0	1
898	170,000	2	1	2	28	2	2	2	2	2	2	131,864	133,897	129,761	138,604	136,283	145,012	5,600	0	11,000	0	11,000	5,656	1
899	90,000	2	3	3	51	0	0	0	0	2	0	11,315	12,340	13,349	14,276	13,904	14,184	1,212	1,221	1,148	0	510	525	1
900	200,000	1	1	1	36	-1	-1	0	-1	-1	-1	3,877	11,496	5,935	295	1,867	0	11,496	1,011	297	2,923	0	0	0

Subsets and Splits

No saved queries yet

Save your SQL queries to embed, download, and access them later. Queries will appear here once saved.