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
3,301	30,000	2	3	1	41	1	2	0	0	2	0	29,717	28,569	29,168	30,566	29,229	26,260	0	2,000	2,200	0	1,100	1,100	0
3,302	20,000	2	2	2	24	0	0	0	0	0	0	20,073	19,940	19,441	18,680	19,071	19,217	1,319	1,291	656	679	784	376	0
3,303	20,000	1	2	2	23	1	3	2	2	0	0	17,529	16,967	17,176	16,605	17,185	18,340	0	780	0	1,000	1,600	1,000	1
3,304	470,000	1	2	1	52	0	0	0	0	0	0	84,672	86,821	88,892	90,944	93,739	96,428	5,000	5,000	5,000	5,000	5,000	5,000	0
3,305	220,000	2	2	2	29	0	0	0	0	0	0	36,106	33,494	29,518	29,569	28,587	21,201	3,000	3,000	6,000	5,000	1,136	10,000	1
3,306	80,000	1	3	2	32	0	0	0	0	0	0	78,887	69,433	48,198	49,182	49,939	50,626	2,569	2,000	2,000	1,770	2,002	2,008	0
3,307	180,000	2	2	1	33	-2	-2	-2	-2	-2	-2	0	0	0	0	653	0	0	0	0	653	0	0	0
3,308	100,000	2	2	2	39	0	0	-1	0	0	-1	24,110	10,497	20,159	7,053	0	1,120	2,000	20,159	500	0	1,120	1,909	0
3,309	10,000	2	2	2	21	0	0	0	0	0	0	7,888	8,987	9,604	9,800	10,000	0	1,383	1,000	196	200	1,000	0	0
3,310	280,000	2	2	1	51	-2	-2	-2	-2	-2	-2	2,477	3,470	0	0	0	0	3,470	0	0	0	0	1,715	0
3,311	110,000	2	1	1	31	2	2	2	0	0	0	107,507	108,067	83,164	79,428	80,235	79,412	7,960	0	3,000	3,000	3,100	3,000	1
3,312	210,000	2	1	2	27	0	0	0	0	0	0	135,066	121,769	97,575	93,763	95,790	92,855	5,600	4,000	3,220	3,400	3,252	3,400	0
3,313	200,000	2	1	1	36	0	-1	-1	0	0	0	10,317	5,755	8,587	7,782	6,987	7,662	5,788	8,587	5,314	5,000	5,000	6,000	0
3,314	260,000	1	1	2	27	-1	-1	-1	-1	0	-1	868	1,317	1,757	31,741	3,842	2,450	1,320	1,770	31,744	1	2,606	291	0
3,315	600,000	1	1	2	36	-2	-2	-2	-2	-2	-2	-1	-1	1,095	899	598	-2	0	1,096	4	601	0	492	0
3,316	330,000	1	2	1	47	-2	-2	-1	0	0	0	19,540	23,240	166,722	215,506	138,371	21,757	25,487	166,744	60,057	560	17,921	201,134	0
3,317	500,000	2	1	2	31	0	0	0	0	0	0	258,257	247,282	197,247	188,044	210,940	201,108	25,239	18,011	13,014	45,049	20,102	89,442	0
3,318	200,000	1	1	3	29	-1	-1	-1	-1	-1	-1	7,505	5,894	3,002	1,715	2,604	-1	5,919	3,017	1,720	2,611	0	380	0
3,319	200,000	1	2	1	36	2	-1	-1	-1	-2	-2	7,300	3,238	2,655	2,200	0	0	3,238	2,655	0	0	0	1,966	1
3,320	210,000	2	2	2	27	-1	-1	-1	0	0	2	5,353	280	4,609	4,703	6,324	1,621	280	4,609	94	1,621	0	32	0
3,321	500,000	2	1	1	46	-2	-2	-2	-2	-2	-2	3,982	3,700	12,953	9,019	4,236	-31	3,718	13,023	9,070	4,257	0	0	0
3,322	10,000	2	2	1	44	0	0	0	-2	-2	-2	4,125	5,275	0	0	0	0	1,275	0	0	0	0	0	0
3,323	160,000	2	1	2	24	0	0	-2	-2	-2	-2	37,000	0	0	0	0	0	0	0	0	0	0	0	0
3,324	50,000	2	3	1	42	0	0	0	0	0	0	50,906	48,888	47,037	12,187	9,962	10,015	2,009	1,180	1,000	1,000	348	1,000	0
3,325	130,000	1	2	2	33	1	2	2	0	0	0	130,565	131,878	115,173	108,310	112,083	81,362	5,012	0	4,000	5,000	4,000	2,106	0
3,326	140,000	2	1	2	28	0	0	0	0	0	0	138,036	140,922	144,072	142,381	142,807	141,635	6,600	7,000	5,300	6,000	5,500	5,500	1
3,327	80,000	2	2	2	45	0	0	-2	-2	-2	-2	83,150	-8,000	0	0	0	0	0	8,000	0	0	0	0	0
3,328	500,000	2	1	2	31	-2	-2	-2	-1	0	-1	17,496	1,001	15,782	29,251	20,095	77,684	2,000	5,000	37,223	0	80,583	10,155	1
3,329	500,000	2	2	1	39	0	0	0	0	0	0	146,700	126,765	107,965	89,339	67,854	54,918	4,585	3,789	3,942	2,433	10,000	762	0
3,330	320,000	2	2	1	35	0	0	0	2	0	0	4,050	4,914	6,630	6,393	9,721	10,584	1,073	1,789	0	3,425	1,000	3,425	0
3,331	50,000	1	2	2	29	1	2	0	0	0	0	49,612	48,546	49,157	49,890	48,941	49,940	0	1,900	1,333	0	999	0	0
3,332	120,000	2	2	2	40	0	0	0	-2	-2	-2	4,180	5,100	0	0	0	0	1,000	0	0	0	0	0	0
3,333	500,000	1	1	1	59	-2	-2	-2	-2	-2	-2	0	0	994	3,342	1,240	700	0	994	3,342	1,240	700	2,250	1
3,334	290,000	2	2	1	42	-2	-1	-1	-1	0	0	-132	18,364	2,417	4,583	1,402	3,227	18,496	2,429	4,598	7	3,227	1	0
3,335	280,000	1	1	1	50	-1	-1	-1	0	0	-2	19,378	347	4,197	3,755	0	0	348	4,399	18	0	0	0	0
3,336	30,000	2	3	1	41	0	0	0	0	0	0	39,230	37,737	36,619	34,752	33,229	32,211	1,618	2,000	1,500	1,500	2,000	1,248	1
3,337	80,000	1	1	2	31	1	2	2	2	2	2	21,004	20,384	22,231	21,576	23,229	22,708	0	2,500	0	2,000	0	1,000	1
3,338	50,000	1	2	2	24	0	0	0	2	0	0	48,136	72,898	36,103	29,384	29,356	29,089	3,700	5,396	6	1,003	1,449	1,022	0
3,339	10,000	1	3	2	24	1	2	2	2	2	2	7,826	8,745	8,440	9,229	8,969	8,819	1,200	0	900	0	2,000	0	0
3,340	550,000	1	1	1	49	-1	-1	-1	-1	-1	-2	42,141	1,515	1,488	18,334	-114	-114	1,522	1,495	18,426	0	0	22,670	1
3,341	60,000	1	2	2	41	0	-1	-1	-1	-1	-1	14,895	6,750	5,784	5,246	3,760	11,411	6,750	5,784	5,246	3,760	11,411	7,435	0
3,342	140,000	2	2	1	28	0	0	0	-1	-1	-1	5,925	7,729	0	150	1,550	98,426	2,000	0	150	1,550	106,155	3,500	0
3,343	50,000	2	2	2	28	0	0	0	0	0	0	46,096	25,370	26,331	24,749	25,269	26,847	1,442	1,403	1,000	919	2,000	1,000	0
3,344	300,000	2	2	1	27	0	0	0	0	0	0	286,321	283,547	578,971	293,063	296,677	230,338	20,000	12,003	10,524	11,238	8,814	9,463	1
3,345	30,000	2	3	1	29	2	2	2	2	2	0	26,836	28,894	30,571	31,011	30,389	30,115	2,500	2,670	2,000	0	1,000	1,000	1
3,346	50,000	2	2	2	25	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	7,700	1
3,347	250,000	2	2	1	33	2	2	-2	-2	-2	-2	2,500	0	0	0	0	0	0	0	0	0	0	0	1
3,348	60,000	1	1	2	39	0	0	0	0	0	0	54,978	56,144	57,251	58,543	58,345	59,757	2,050	2,053	2,219	2,200	2,394	1,890	0
3,349	80,000	1	3	2	44	2	0	0	0	2	2	57,076	58,358	58,992	62,696	64,148	62,965	2,800	2,200	4,700	2,600	0	4,400	0
3,350	480,000	1	1	2	33	1	-2	-2	-2	-2	-2	-897	-897	-897	-897	-897	-897	0	0	0	0	0	0	0
3,351	30,000	1	2	1	44	1	3	2	2	2	2	23,171	22,523	21,863	23,296	22,783	24,310	0	0	1,800	0	1,910	780	1
3,352	10,000	2	2	2	25	0	0	0	0	0	0	9,150	9,206	10,051	9,850	8,214	8,054	1,185	1,030	1,000	1,000	2,000	2,000	0
3,353	410,000	2	1	2	41	-2	-2	-2	-1	-1	-1	0	0	0	150	150	1,929	0	0	150	150	1,929	136,869	0
3,354	100,000	1	1	1	33	0	0	2	2	2	2	38,219	42,604	44,607	45,576	46,495	47,182	5,000	3,000	2,000	1,800	1,600	2,000	0
3,355	200,000	1	3	1	41	0	0	0	0	0	0	84,573	76,348	50,776	51,018	25,982	10,170	2,544	1,433	3,224	775	5,000	2,000	0
3,356	380,000	2	2	1	48	0	0	0	0	0	0	363,191	373,421	363,343	290,371	289,600	288,256	15,504	14,000	12,500	12,000	11,000	14,000	0
3,357	100,000	1	2	2	27	0	0	0	0	2	0	41,298	42,448	44,368	48,652	47,885	48,850	2,000	2,500	4,900	0	1,763	2,000	0
3,358	50,000	2	3	1	27	0	0	0	2	0	0	37,651	38,498	40,644	39,731	35,657	27,014	1,754	2,900	0	1,265	832	500	1
3,359	130,000	2	2	1	28	0	0	0	0	0	2	107,216	91,888	83,975	76,842	78,093	67,557	4,000	4,000	8,000	6,000	0	2,500	1
3,360	120,000	1	2	2	34	0	0	0	0	0	2	131,773	58,259	54,699	54,832	53,693	48,731	3,000	1,944	5,000	3,692	0	2,000	0
3,361	150,000	2	2	1	42	0	0	0	0	0	2	139,172	141,401	137,320	138,016	144,084	136,604	6,022	5,022	5,100	10,500	0	10,000	0
3,362	310,000	2	1	1	39	-1	-1	-1	-1	-1	2	1,989	4,566	5,329	5,724	1,518	1,336	4,566	5,433	5,724	1,336	0	3,167	0
3,363	110,000	2	2	2	51	-2	-2	-2	-1	-1	-1	150,000	0	0	3,007	857	55,973	0	0	3,007	857	100,000	1,000	0
3,364	420,000	1	2	1	37	0	0	0	0	0	0	415,257	411,624	388,363	390,003	398,229	409,615	16,850	15,522	14,000	14,500	18,007	12,733	1
3,365	140,000	1	2	1	28	-1	-1	-1	2	-1	-1	6,007	7,332	7,983	3,277	2,964	4,791	7,340	7,983	0	2,964	4,800	2,353	1
3,366	500,000	2	1	1	37	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	1
3,367	260,000	2	2	2	26	0	0	2	2	0	0	258,364	279,322	282,092	255,409	257,913	262,004	45,446	9,000	0	9,394	9,628	8,539	0
3,368	90,000	2	2	1	48	-1	-1	-1	-1	-1	-1	316	316	316	316	316	316	316	316	316	316	316	316	1
3,369	90,000	2	2	2	41	-1	0	0	0	0	0	48,276	47,820	46,602	47,141	16,114	15,825	2,281	1,219	1,164	556	595	480	0
3,370	20,000	1	3	2	35	-1	3	2	0	0	0	8,918	8,634	8,280	11,500	9,000	0	0	0	4,000	7,000	0	0	0
3,371	30,000	1	2	2	36	0	0	0	0	0	0	36,124	35,538	34,359	32,450	30,633	30,628	2,500	2,215	1,156	1,200	3,000	3,000	1
3,372	140,000	2	2	1	36	0	0	0	0	0	0	45,849	46,909	47,928	48,731	49,793	50,812	2,100	2,100	1,900	2,000	2,000	2,100	0
3,373	340,000	2	2	2	32	0	0	0	0	0	0	80,174	82,761	83,636	85,282	87,070	88,828	3,871	3,136	3,014	3,123	3,168	4,855	0
3,374	120,000	2	1	2	31	-2	-2	-2	-2	-2	-2	-66	-33	-33	-33	-33	-33	0	0	0	0	0	0	0
3,375	420,000	1	1	1	34	-1	0	0	0	-2	-2	18,037	9,944	3,254	-16	-16	-16	3,048	3,016	0	0	0	3,262	0
3,376	100,000	1	3	1	48	-2	-2	-2	-2	-2	-2	6,345	0	0	0	0	0	0	0	0	0	0	0	0
3,377	350,000	2	2	2	37	0	0	0	0	0	0	128,146	117,713	51,961	46,207	35,052	12,536	4,052	1,700	1,500	2,000	500	2,000	0
3,378	50,000	1	2	1	26	0	0	0	0	0	0	48,992	49,689	31,368	9,454	6,020	5,000	1,769	1,003	189	120	100	3,710	0
3,379	30,000	2	1	2	28	2	2	4	4	4	4	37	37	37	37	37	37	0	0	0	0	0	0	0
3,380	360,000	2	1	2	29	-1	-1	-1	0	-1	-1	1,766	4,500	14,697	10,687	1,968	1,272	4,534	14,697	0	2,141	1,272	24,078	0
3,381	20,000	2	3	2	23	-1	-1	-1	0	0	-1	17,432	1,165	19,325	19,311	18,430	400	1,165	19,325	386	369	400	5,125	0
3,382	400,000	2	2	2	38	0	0	0	0	-1	-1	2,988	3,983	3,417	3,267	186	1,200	1,222	1,000	1,200	186	1,200	0	0
3,383	170,000	1	3	1	45	0	0	0	0	0	0	40,441	40,937	34,090	34,894	36,829	37,727	5,000	2,000	2,000	3,000	2,000	2,000	0
3,384	110,000	2	2	1	36	1	2	0	0	2	2	10,448	10,144	14,516	19,396	9,298	14,116	0	5,000	5,000	0	5,000	0	1
3,385	200,000	2	2	1	37	-1	-1	-1	-1	-1	-2	390	31,638	770	2,108	0	0	31,638	770	2,118	0	0	0	1
3,386	200,000	2	1	1	32	-2	-2	-2	-2	-2	-2	6,540	17,288	3,009	20,311	15,643	5,696	17,301	3,009	26,257	15,643	5,696	12,149	0
3,387	360,000	1	1	2	29	-1	-1	-1	-1	-1	-1	5,143	2,092	1,864	969	2,500	0	6,159	1,870	969	2,500	0	0	0
3,388	500,000	1	1	1	37	-1	-1	-1	-1	-1	-1	1,961	1,188	-150	150	6,805	0	1,188	0	300	6,805	0	0	0
3,389	20,000	1	2	2	22	0	0	0	0	-1	-1	18,462	16,699	19,674	19,258	9,546	12,051	1,510	3,875	759	10,000	19,126	1,946	0
3,390	270,000	1	3	1	32	3	2	0	0	0	0	150,616	146,262	149,449	150,893	153,878	157,324	0	7,100	5,500	6,000	6,000	5,100	0
3,391	20,000	1	2	2	44	1	2	0	0	0	0	6,535	6,285	7,672	8,390	9,101	9,796	0	1,500	1,000	1,000	1,000	1,000	1
3,392	350,000	2	1	1	43	-2	-2	-2	-2	-2	-1	0	0	0	0	0	1,146	0	0	0	0	1,146	54,269	0
3,393	150,000	2	2	1	26	0	0	-1	-1	-2	-2	115,786	123,423	5,250	0	0	0	10,000	5,250	0	0	0	0	0
3,394	260,000	2	1	2	30	0	0	0	0	-1	-1	83,138	93,416	84,117	28,683	3,154	13,603	14,038	5,018	10,000	3,154	13,603	9,189	0
3,395	90,000	1	1	2	33	-1	-1	2	-1	-1	2	1,650	721	421	2,754	309	159	721	0	2,833	1,000	0	2,000	0
3,396	310,000	2	2	1	32	0	0	0	0	0	0	162,530	155,831	96,835	89,223	80,462	73,899	6,100	4,252	5,000	2,780	4,881	3,000	0
3,397	210,000	2	1	2	43	1	-1	0	0	0	0	-3,309	177,952	167,125	139,784	142,662	145,725	184,212	5,482	3,493	3,590	3,815	3,876	0
3,398	40,000	2	2	1	45	1	2	0	0	0	0	11,402	10,928	11,940	12,241	12,544	12,835	0	1,200	500	500	500	500	1
3,399	80,000	2	2	1	25	1	-2	-2	-2	-1	-1	0	0	0	0	13,369	0	0	0	0	13,369	0	0	0
3,400	50,000	1	3	2	22	0	0	0	0	-1	-1	6,673	5,054	2,340	1,990	1,377	1,080	1,056	1,000	40	1,377	1,080	382	1

Subsets and Splits

No community queries yet

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