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
26,501	30,000	2	3	1	54	2	2	2	2	0	0	24,180	23,498	26,400	25,682	26,155	27,972	0	3,600	0	1,200	2,400	0	1
26,502	180,000	2	3	1	61	0	0	0	0	0	0	20,554	21,560	22,587	23,599	24,069	24,573	1,353	1,380	1,392	862	892	1,000	1
26,503	120,000	2	3	1	58	1	2	2	2	2	2	79,400	81,490	83,496	84,333	85,444	87,323	4,000	3,900	3,100	3,400	3,400	3,400	1
26,504	80,000	2	3	1	55	0	0	0	-2	-2	-2	72,462	41,300	0	0	0	0	3,000	0	0	0	0	0	0
26,505	400,000	2	2	1	49	-2	-2	-2	-2	-2	-2	389	389	389	320	14,185	389	390	390	321	14,255	390	390	0
26,506	120,000	2	3	2	53	0	0	0	0	0	0	118,676	119,177	118,068	120,457	90,843	91,267	4,210	4,435	4,592	3,171	3,256	3,260	0
26,507	100,000	2	1	1	52	2	2	2	2	2	2	40,938	43,036	45,127	44,183	47,211	46,401	3,000	3,000	0	4,000	0	3,000	1
26,508	300,000	2	1	2	52	-1	-1	0	-1	0	0	583	111,383	111,665	14,325	11,416	10,523	111,665	3,000	14,325	0	0	9,927	0
26,509	80,000	2	3	1	69	0	0	0	0	0	0	79,862	80,921	79,627	80,610	62,447	60,850	3,000	3,000	3,000	2,324	2,500	3,000	0
26,510	500,000	2	3	1	53	-1	-1	-1	-1	-1	-1	1,453	961	159	720	3,157	2,336	961	159	720	3,160	2,336	1,033	0
26,511	10,000	2	3	1	51	0	0	2	0	0	2	4,416	6,733	6,480	7,495	8,735	8,453	2,400	0	1,131	1,371	0	1,794	0
26,512	100,000	2	3	1	55	2	3	2	-1	3	2	1,520	1,349	959	1,623	1,470	930	0	0	1,623	0	0	780	0
26,513	240,000	2	2	1	53	0	0	0	0	2	0	135,322	100,522	84,626	76,205	46,771	35,207	4,531	3,728	3,612	0	1,100	2,000	0
26,514	280,000	2	1	1	63	-2	-2	-2	-2	-2	-2	-200	-200	-200	-200	-200	-200	0	0	0	0	0	200	1
26,515	20,000	2	2	2	55	0	0	0	0	0	0	16,503	17,512	18,481	15,495	15,938	16,680	1,289	1,258	1,260	700	1,000	2,100	0
26,516	110,000	2	2	1	59	0	0	0	0	0	0	100,800	40,387	37,689	37,750	33,281	30,968	1,914	2,000	2,000	1,300	1,500	5,000	0
26,517	290,000	2	2	1	60	1	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
26,518	80,000	2	1	1	48	-1	-1	-1	-2	-2	-1	1,198	1,150	0	0	0	7,685	1,150	0	0	0	7,685	0	1
26,519	30,000	2	3	1	51	1	2	2	0	0	0	30,128	31,325	29,953	30,332	29,871	28,977	2,000	0	1,962	1,395	1,000	2,000	0
26,520	30,000	2	1	1	52	-1	2	-1	2	-1	0	4,743	390	1,000	543	18,127	23,563	390	1,000	3	20,077	10,000	1,854	0
26,521	60,000	2	2	2	57	0	0	2	0	0	0	44,041	46,810	45,781	48,814	49,802	51,034	3,810	0	3,814	1,802	2,034	4,459	1
26,522	70,000	2	3	1	52	-1	-1	-1	0	0	0	1,000	1,098	28,229	28,046	24,446	22,151	1,098	30,005	1,350	800	750	780	0
26,523	140,000	2	3	1	52	0	0	0	0	0	0	76,902	70,841	61,422	52,576	51,301	48,202	3,000	2,200	2,400	2,000	2,050	2,150	0
26,524	150,000	2	2	2	53	0	-1	-1	-1	-1	-1	11,467	11,052	10,252	20,618	10,457	9,624	11,053	10,253	11,000	11,500	10,000	24,000	0
26,525	90,000	2	2	1	58	1	2	2	2	2	0	25,941	25,722	28,015	28,262	27,509	28,082	500	3,000	1,000	0	1,017	2,433	1
26,526	30,000	2	2	1	51	0	0	-1	-1	-1	-1	11,860	6,846	7,090	2,680	390	0	1,000	7,090	2,680	390	0	780	0
26,527	60,000	2	3	2	52	0	0	0	0	2	0	60,250	60,585	61,257	62,697	60,816	61,685	2,167	2,483	6,084	0	1,936	1,850	0
26,528	490,000	2	2	1	52	-1	-1	-1	-1	-1	-1	7,357	2,779	22,595	755	7,000	0	2,779	22,595	762	7,000	0	4,341	0
26,529	230,000	2	2	1	56	-2	-2	-2	-2	-2	-2	10,511	2,381	2,580	48,310	6,390	7,194	2,381	2,580	48,342	6,390	7,194	13,250	1
26,530	70,000	2	2	1	53	0	0	0	0	0	0	71,219	71,110	69,843	70,834	70,405	71,004	2,900	3,200	2,800	2,458	2,800	2,901	0
26,531	60,000	2	3	1	55	3	2	0	0	0	0	74,786	71,575	63,821	63,719	63,807	57,482	0	9,400	2,271	2,425	2,087	2,142	1
26,532	30,000	2	6	1	59	0	0	0	0	0	0	30,419	28,221	29,016	7,946	8,114	8,382	1,481	1,276	1,132	300	400	370	0
26,533	70,000	2	2	1	62	0	0	0	0	0	0	57,271	56,269	56,333	29,288	29,524	29,764	2,857	2,702	1,500	1,100	1,100	1,150	0
26,534	450,000	2	3	1	56	1	-1	-1	-1	-1	-1	-4	831	-3	646	-2	418	835	0	649	0	420	1,204	1
26,535	20,000	2	3	2	54	0	0	0	0	0	0	16,120	17,160	18,083	15,096	15,396	15,720	1,308	1,231	1,244	544	565	1,500	1
26,536	30,000	2	2	1	51	1	2	3	2	2	0	16,490	18,908	18,321	19,618	19,008	19,301	3,000	0	1,900	0	750	750	1
26,537	80,000	2	3	1	54	0	0	0	0	0	0	78,929	78,177	63,914	54,382	48,834	49,756	3,200	3,002	2,202	2,000	2,000	2,000	0
26,538	390,000	2	1	2	53	-2	-2	-1	-1	-2	-2	450	1,540	690	0	0	0	1,540	690	0	0	0	717	0
26,539	30,000	2	2	2	50	0	0	0	0	0	0	10,741	12,057	12,778	14,090	14,063	14,357	1,498	1,219	1,531	504	521	523	0
26,540	200,000	2	3	1	51	1	-1	-1	-2	-2	-2	0	1,221	0	0	0	0	1,221	0	0	0	0	0	0
26,541	140,000	2	3	2	59	1	2	0	0	0	0	63,654	62,042	63,445	63,729	63,751	65,421	0	3,000	2,000	2,000	2,000	3,000	0
26,542	30,000	2	2	1	51	-2	-2	-2	-2	-2	-2	1,724	1,222	4,952	6,693	22,761	10,044	1,222	4,972	7,629	22,817	10,056	298	1
26,543	290,000	2	2	1	51	-2	-2	-2	-2	-2	-2	6,859	11,210	2,436	266	0	3,412	11,210	2,436	266	0	3,412	0	0
26,544	200,000	2	2	1	51	-1	-1	-2	-1	-1	-1	2,433	735	735	2,301	3,139	316	735	735	2,301	3,139	316	6,635	0
26,545	180,000	2	3	1	64	0	0	0	0	0	0	120,070	123,963	125,022	129,079	130,109	133,714	5,876	4,525	6,123	4,644	5,688	5,699	0
26,546	200,000	2	2	1	50	-2	-2	-2	-2	-2	-2	411	453	348	359	672	1,620	453	348	359	672	1,620	384	0
26,547	500,000	2	5	1	54	0	0	0	0	0	0	355,251	354,394	359,522	362,412	362,550	359,481	12,680	13,464	12,821	15,033	12,788	13,000	0
26,548	520,000	2	3	1	54	0	0	0	0	0	0	653,062	671,563	689,627	706,864	383,160	294,641	28,500	30,500	30,000	15,000	15,000	0	0
26,549	90,000	2	3	1	53	-2	-2	-2	-2	-2	-2	827	0	2,469	827	0	1,654	0	2,469	827	0	1,654	827	0
26,550	260,000	2	2	1	54	-1	-1	0	0	0	0	16,570	7,934	20,258	52,574	19,463	20,226	8,234	20,034	52,045	7,000	8,073	30,113	0
26,551	50,000	2	3	1	51	0	0	0	0	0	0	22,000	20,454	21,899	20,895	11,241	-861	2,000	2,100	2,000	1,000	0	39,500	1
26,552	80,000	2	2	3	59	0	0	0	0	0	0	80,893	79,175	78,713	80,684	50,400	50,058	2,799	3,300	3,600	1,568	1,625	1,649	1
26,553	210,000	2	2	2	54	0	0	0	0	0	0	197,324	201,977	205,800	205,590	98,572	90,521	8,000	11,000	6,000	4,098	3,500	3,000	0
26,554	300,000	2	1	1	51	0	0	0	0	-2	-2	143,121	147,527	148,925	0	0	0	8,269	6,825	0	0	0	0	0
26,555	20,000	2	1	1	53	1	2	2	2	0	0	8,992	8,313	10,179	9,394	11,462	11,410	0	2,400	0	2,458	2,228	780	0
26,556	50,000	2	3	2	51	0	0	0	0	0	0	25,436	27,445	28,585	29,736	21,356	23,403	2,445	1,585	1,736	2,356	2,403	2,414	0
26,557	20,000	2	3	1	52	2	2	2	2	0	0	5,682	6,437	7,181	7,908	8,781	9,645	1,000	1,000	1,000	1,000	1,000	0	1
26,558	150,000	2	1	1	53	-1	-1	2	-1	-1	0	8,706	2,484	70	90,000	9,068	2,349	2,508	0	90,000	9,068	0	1,985	0
26,559	50,000	2	3	3	51	0	0	0	0	0	0	44,788	45,471	46,394	47,865	47,455	48,426	2,352	2,275	2,398	1,336	1,366	1,444	1
26,560	50,000	2	2	2	51	0	0	0	0	0	0	50,566	50,050	37,005	20,145	19,620	18,872	1,738	1,746	1,289	1,684	684	702	0
26,561	50,000	2	3	2	51	2	2	2	2	2	0	32,215	33,384	34,554	35,690	34,817	36,252	2,000	2,000	2,000	0	2,000	2,000	0
26,562	200,000	2	3	1	51	1	-1	-1	-1	-1	-1	-186	846	1,350	13,524	570	2,622	1,032	1,350	13,534	570	2,622	1,050	0
26,563	80,000	2	3	2	52	0	0	0	0	0	-1	42,635	39,508	36,060	30,470	18,306	7,432	1,623	1,740	1,200	366	7,432	0	0
26,564	50,000	2	3	2	56	0	0	0	0	0	0	48,155	49,157	50,417	48,371	15,417	16,194	1,798	2,058	1,683	600	1,017	20,698	0
26,565	200,000	2	3	1	55	2	2	3	2	2	2	159,017	162,697	163,143	161,906	165,807	169,599	9,159	4,842	3,000	8,000	7,000	3,000	0
26,566	210,000	2	3	1	54	0	0	0	0	0	0	94,343	96,278	98,213	99,763	99,793	101,879	3,500	3,500	4,500	3,600	3,694	3,728	0
26,567	80,000	2	3	1	55	0	0	0	0	0	0	78,573	69,116	64,325	59,653	55,159	56,277	3,001	2,500	2,000	2,000	2,000	2,000	0
26,568	200,000	2	3	1	50	-1	-1	-1	-1	-1	-1	390	390	390	390	390	390	390	390	390	390	390	390	0
26,569	200,000	2	3	1	51	0	0	0	0	0	0	99,036	99,625	99,016	101,661	103,011	103,384	3,520	4,500	5,200	4,500	3,950	4,300	0
26,570	220,000	2	3	1	52	2	0	0	0	0	0	220,053	222,857	196,510	120,570	121,664	122,971	9,000	6,100	6,000	4,600	5,500	3,000	1
26,571	280,000	2	1	1	56	-2	-1	2	-1	-1	-1	-5	4,609	1,351	1,108	1,288	3,552	4,614	1	1,109	1,290	3,561	3,279	0
26,572	250,000	2	3	1	53	1	-1	-1	-1	-1	-1	-13	3,823	839	0	1,762	0	3,836	839	0	1,762	0	0	0
26,573	90,000	2	3	1	55	0	0	0	0	0	0	39,731	38,272	36,858	35,447	33,465	31,680	2,000	2,000	2,000	1,400	1,400	1,712	0
26,574	320,000	2	1	1	58	-2	-2	-2	-2	-2	-2	1,100	0	0	0	0	0	0	0	0	0	0	434	0
26,575	130,000	2	2	1	53	0	0	0	0	0	0	210,628	215,308	219,970	221,119	21,904	22,052	6,800	6,794	5,315	2,000	1,000	1,000	0
26,576	50,000	2	3	2	51	-1	-1	2	-1	-1	-1	390	780	390	390	390	1,320	780	0	390	390	1,320	0	0
26,577	80,000	2	3	1	51	0	0	0	0	0	-1	6,203	6,133	4,802	3,086	1,726	1,015	1,094	1,075	1,000	35	1,015	390	0
26,578	430,000	2	2	2	51	0	0	0	0	0	0	416,090	422,898	409,626	417,113	363,553	357,476	17,107	20,015	18,027	14,015	13,010	14,006	0
26,579	250,000	2	1	1	51	1	-1	-1	-1	-1	-1	0	645	3,490	0	4,789	0	645	3,490	0	4,789	0	0	0
26,580	50,000	2	2	1	51	2	2	2	2	3	2	15,902	17,328	18,746	20,623	20,019	19,227	2,000	2,000	2,500	0	0	1,000	0
26,581	360,000	2	3	3	58	0	0	0	-2	-2	-2	35,673	35,817	-1	-1	-1	-1	1,179	0	0	0	0	139	0
26,582	450,000	2	2	1	53	-2	-2	-1	-1	-1	-1	0	0	1,215	5,772	2,150	670	0	1,215	5,780	2,150	670	3,625	0
26,583	110,000	1	2	2	22	0	0	0	0	0	0	99,209	54,218	40,110	41,362	41,296	41,225	1,766	2,000	2,000	2,000	2,000	2,000	1
26,584	360,000	1	1	1	34	0	0	0	-1	-1	-1	3,187	3,758	-1,360	113,091	114,251	117,922	1,025	1,361	116,380	4,001	5,001	4,001	0
26,585	10,000	1	2	2	24	0	0	0	0	2	0	9,035	5,845	6,793	8,668	8,382	8,595	1,300	1,200	2,000	0	500	396	1
26,586	200,000	1	1	2	27	0	0	2	0	0	0	186,778	206,582	201,714	177,469	184,502	191,529	23,000	157	10,000	10,000	10,000	17,000	1
26,587	20,000	1	2	2	24	0	0	0	0	0	0	6,215	7,252	8,473	9,769	10,057	10,346	1,300	1,500	1,600	600	600	700	1
26,588	70,000	1	1	2	28	1	-1	-1	2	2	2	-47	653	3,455	3,245	1,686	1,681	700	3,000	0	0	0	4,000	1
26,589	80,000	2	3	1	55	2	2	0	0	0	0	71,905	70,150	72,017	73,816	75,584	77,365	0	3,000	3,000	3,000	3,000	3,000	1
26,590	250,000	2	2	2	55	-2	-2	-1	-1	0	0	603	1,867	2,470	3,887	4,731	8,710	1,867	2,661	3,887	1,000	4,000	1,000	0
26,591	90,000	1	2	2	34	0	0	0	0	0	0	86,275	87,848	88,065	90,032	50,802	50,821	4,004	4,000	4,003	2,000	2,000	2,000	0
26,592	100,000	1	2	1	42	0	0	0	0	0	0	98,430	99,998	16,138	17,758	18,774	20,272	5,000	2,000	2,000	2,000	2,000	2,000	0
26,593	230,000	1	3	1	39	0	0	0	0	-1	-1	53,672	75,305	56,484	38,363	4,867	2,736	25,000	5,000	5,000	4,867	2,736	0	0
26,594	380,000	1	1	2	32	0	0	0	0	0	0	387,851	349,973	689,643	334,456	329,981	292,421	13,070	13,000	26,000	20,095	11,000	11,000	0
26,595	390,000	1	2	2	29	-1	-1	0	0	0	0	1,246	1,476	3,436	4,868	5,781	6,681	2,000	2,000	1,500	1,000	1,000	1,000	0
26,596	120,000	1	1	2	30	-2	-2	-2	-2	-2	-2	0	0	0	0	0	0	0	0	0	0	0	0	0
26,597	20,000	1	2	1	27	0	0	0	0	-1	0	19,339	20,187	17,592	14,588	624	19,945	1,500	1,295	1,200	624	19,563	628	0
26,598	20,000	1	2	1	41	1	-1	-1	-1	0	0	0	3,793	1,100	17,982	18,166	0	3,793	1,103	17,982	384	8	17,839	0
26,599	160,000	1	1	2	25	1	-1	2	2	-2	-2	0	10,139	7,858	0	0	0	10,139	0	0	0	0	0	1
26,600	240,000	1	3	2	35	-1	-1	-1	-1	-1	0	11,119	10,361	10,000	10,200	30,000	24,000	10,722	10,000	10,200	30,000	4,000	21,245	0

Subsets and Splits

No community queries yet

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