Split (1)

train · 6.15k rows

id int64 0 6.15k	client_id int64 0 2k	card_brand stringclasses 4 values	card_type stringclasses 3 values	card_number int64 300,106B 6,997,197B	expires stringdate 1997-07-01 00:00:00 2024-12-01 00:00:00	cvv int64 0 999	has_chip stringclasses 2 values	num_cards_issued int64 1 3	credit_limit stringlengths 2 7	acct_open_date stringdate 1991-01-01 00:00:00 2020-02-01 00:00:00	year_pin_last_changed int64 2k 2.02k	card_on_dark_web stringclasses 1 value
2,597	633	Mastercard	Debit	5,558,040,779,986,506	09/2021	69	YES	2	$17941	04/2009	2,009	No
3,489	1,493	Visa	Credit	4,642,496,218,651,973	04/2018	594	YES	1	$14400	06/2010	2,012	No
4,003	1,493	Visa	Credit	4,244,401,907,291,512	04/2020	120	YES	1	$4400	07/2012	2,012	No
1,469	1,493	Mastercard	Credit	5,157,439,545,898,691	03/2020	657	YES	1	$13000	02/2020	2,020	No
1,774	1,493	Visa	Debit	4,079,516,725,179,269	04/2023	72	YES	2	$22701	02/2020	2,020	No
1,470	1,161	Mastercard	Credit	5,597,117,503,471,640	08/2024	934	NO	1	$16100	02/2020	2,020	No
1,471	1,161	Mastercard	Debit	5,808,372,218,918,202	09/2023	138	YES	2	$7629	02/2020	2,020	No
2,691	217	Mastercard	Debit	5,565,497,732,362,129	03/2022	430	NO	1	$16538	04/2012	2,012	No
174	217	Visa	Debit	4,072,893,581,482,208	12/2020	578	YES	2	$22746	01/2008	2,010	No
1,364	217	Mastercard	Debit	5,161,929,618,424,764	07/2016	743	YES	1	$9737	02/2016	2,016	No
1,266	217	Mastercard	Credit	5,359,358,098,670,039	07/2019	428	YES	1	$6500	02/2011	2,014	No
1,267	217	Mastercard	Debit	5,093,514,487,076,217	06/2020	889	YES	2	$2650	02/2011	2,013	No
207	217	Visa	Credit	4,409,790,595,650,716	05/2012	839	YES	2	$8200	01/2009	2,011	No
5,448	217	Amex	Credit	373,325,875,666,765	01/2022	204	YES	2	$6200	11/2006	2,013	No
5,449	1,877	Amex	Credit	366,837,170,672,753	01/2021	803	YES	2	$22600	11/2006	2,014	No
2,107	1,877	Mastercard	Debit	5,260,255,791,659,846	05/2024	428	YES	2	$6940	03/2006	2,009	No
2,398	1,877	Mastercard	Debit	5,911,939,393,457,828	03/2024	410	YES	2	$23408	04/1996	2,008	No
5,414	1,877	Visa	Credit	4,226,284,680,001,632	09/2022	966	YES	2	$9700	11/2004	2,007	No
3,758	668	Mastercard	Debit	5,624,997,997,810,589	06/2024	992	NO	2	$10538	07/2006	2,006	No
4,097	668	Mastercard	Debit	5,752,209,560,237,460	03/2023	385	YES	2	$6853	08/2001	2,006	No
5,778	668	Mastercard	Debit	5,470,018,669,871,087	10/2020	598	YES	2	$607	12/2002	2,010	No
4,318	668	Mastercard	Credit	5,764,603,958,082,866	08/2021	397	YES	1	$0	08/2010	2,010	No
5,015	668	Visa	Debit	4,378,354,586,828,464	06/2021	644	YES	2	$8253	10/2004	2,011	No
750	533	Visa	Debit	4,415,203,972,868,492	09/2020	847	YES	2	$8492	01/2020	2,020	No
242	203	Visa	Credit	4,716,309,780,327,853	07/2022	275	YES	1	$9100	01/2010	2,010	No
3,966	203	Mastercard	Credit	5,175,414,290,540,891	04/2022	497	NO	2	$2600	07/2011	2,011	No
5,375	203	Mastercard	Credit	5,079,431,552,272,493	05/2024	813	NO	1	$7300	11/2002	2,010	No
5,166	1,738	Visa	Credit	4,841,586,209,388,617	08/2020	207	YES	1	$15000	10/2009	2,009	No
1,472	1,738	Mastercard	Credit	5,133,341,979,041,600	04/2024	497	YES	2	$18700	02/2020	2,020	No
751	1,738	Visa	Debit	4,044,685,132,149,960	05/2021	579	YES	1	$21458	01/2020	2,020	No
5,623	1,738	Visa	Credit	4,825,181,289,428,263	04/2020	635	NO	1	$15700	11/2010	2,014	No
6,099	713	Mastercard	Debit	5,533,057,740,649,374	01/2020	13	YES	2	$20765	12/2014	2,014	No
1,473	713	Mastercard	Debit	5,137,811,039,972,629	06/2022	170	NO	2	$18101	02/2020	2,020	No
1,775	713	Visa	Credit	4,409,545,480,052,957	11/2024	528	YES	1	$8400	02/2020	2,020	No
447	713	Mastercard	Debit	5,169,705,466,479,218	03/2020	66	YES	1	$1737	01/2020	2,020	No
1,474	1,631	Mastercard	Credit	5,782,138,554,730,431	02/2020	217	YES	2	$20900	02/2020	2,020	No
1,776	1,631	Visa	Credit	4,450,097,042,295,695	11/2021	601	YES	1	$23700	02/2020	2,020	No
448	1,631	Mastercard	Credit	5,298,079,382,002,761	11/2021	989	YES	1	$17500	01/2020	2,020	No
5,978	1,487	Visa	Debit	4,911,894,810,892,317	06/2024	769	YES	1	$26083	12/2009	2,009	No
2,978	1,487	Visa	Debit	4,394,014,058,373,538	10/2022	943	YES	1	$31589	05/2008	2,008	No
4,946	1,487	Visa	Credit	4,984,110,253,172,329	06/2021	453	YES	2	$24200	10/2000	2,013	No
1,475	1,265	Mastercard	Debit	5,658,875,071,888,530	02/2020	190	YES	2	$18321	02/2020	2,020	No
5,376	370	Mastercard	Debit	5,377,126,168,537,132	10/2022	94	YES	2	$7551	11/2002	2,010	No
4,127	370	Mastercard	Debit	5,606,824,501,502,078	06/2014	451	YES	1	$15377	08/2004	2,011	No
5,093	370	Visa	Debit	4,501,704,511,432,206	03/2023	324	YES	1	$12990	10/2007	2,016	No
3,490	370	Visa	Debit	4,015,096,339,812,707	02/2023	494	YES	1	$8509	06/2010	2,010	No
5,702	1,014	Visa	Debit	4,467,199,760,802,877	11/2014	176	YES	1	$96907	11/2014	2,014	No
2,200	1,014	Visa	Credit	4,081,474,027,835,147	07/2015	45	YES	1	$43900	03/2008	2,013	No
5,436	1,014	Visa	Debit (Prepaid)	4,868,297,041,449,163	10/2020	440	YES	2	$76	11/2005	2,007	No
449	290	Mastercard	Debit	5,843,714,671,989,158	01/2020	533	YES	2	$50915	01/2020	2,020	No
1,777	290	Visa	Debit	4,052,306,795,072,868	12/2021	369	YES	2	$31767	02/2020	2,020	No
3,862	985	Visa	Credit	4,229,889,369,220,690	04/2024	82	YES	2	$13200	07/2008	2,010	No
1,268	985	Mastercard	Credit	5,936,949,471,946,678	10/2022	372	YES	2	$16000	02/2011	2,012	No
752	985	Visa	Debit	4,748,458,102,584,203	07/2024	223	YES	2	$18132	01/2020	2,020	No
2,704	985	Visa	Credit	4,862,788,591,864,799	02/2019	466	YES	1	$300	04/2012	2,012	No
2,808	135	Mastercard	Debit	5,736,838,327,060,448	11/2022	714	YES	2	$2236	05/2000	2,015	No
4,791	135	Visa	Debit	4,528,854,599,819,268	08/2019	451	YES	2	$21591	09/2010	2,010	No
1,476	307	Mastercard	Debit	5,956,798,767,354,537	04/2020	927	YES	2	$11521	02/2020	2,020	No
753	307	Visa	Credit	4,949,830,998,579,625	06/2020	561	NO	1	$8600	01/2020	2,020	No
4,112	1,783	Amex	Credit	323,782,494,048,404	03/2020	659	YES	1	$9800	08/2003	2,010	No
1,154	1,783	Visa	Credit	4,172,882,144,788,973	03/2012	902	YES	2	$11300	02/2008	2,009	No
2,598	1,783	Mastercard	Credit	5,153,494,647,482,349	10/2019	492	YES	1	$8400	04/2009	2,011	No
10	1,783	Mastercard	Debit	5,513,208,341,097,350	12/2023	789	YES	1	$16597	01/1999	2,009	No
4,655	1,783	Amex	Credit	316,138,720,673,532	09/2020	876	YES	2	$9400	09/2008	2,008	No
5,908	1,321	Visa	Debit	4,709,941,855,155,413	12/2008	122	YES	1	$18702	12/2007	2,007	No
3,357	1,511	Visa	Debit	4,725,438,629,956,463	06/2022	675	YES	1	$24806	06/2007	2,007	No
5,502	1,511	Visa	Debit	4,992,990,568,824,247	05/2023	457	YES	1	$19856	11/2007	2,011	No
1,238	900	Visa	Debit (Prepaid)	4,580,252,759,299,284	02/2021	397	YES	2	$68	02/2010	2,010	No
3,412	900	Amex	Credit	347,103,137,777,594	12/2022	791	YES	2	$4900	06/2009	2,009	No
1,477	953	Mastercard	Debit	5,779,387,577,644,606	02/2022	421	YES	1	$13390	02/2020	2,020	No
1,396	953	Amex	Credit	343,258,769,247,986	11/2024	210	YES	3	$8400	02/2020	2,020	No
1,297	233	Amex	Credit	374,396,421,501,669	03/2024	659	YES	2	$13700	02/2012	2,012	No
3,605	406	Discover	Credit	6,308,795,344,040,919	11/2024	205	YES	2	$4200	06/2016	2,016	No
5,167	1,069	Visa	Debit	4,439,832,703,761,219	08/2020	424	YES	2	$2292	10/2009	2,015	No
3,922	1,069	Amex	Credit	304,372,446,656,131	03/2021	495	YES	1	$8800	07/2010	2,010	No
5,453	180	Mastercard	Credit	5,881,384,408,371,205	03/2023	312	NO	2	$7600	11/2006	2,009	No
2,888	180	Visa	Credit	4,966,727,954,053,977	11/2021	756	YES	2	$6200	05/2005	2,018	No
3,208	996	Mastercard	Credit	5,784,959,743,819,578	07/2023	348	YES	1	$12900	06/1999	2,011	No
4,661	996	Mastercard	Debit	5,617,375,085,275,816	06/2022	228	YES	2	$18820	09/2008	2,015	No
3,277	996	Visa	Debit	4,813,292,561,037,475	07/2005	979	YES	2	$16167	06/2004	2,009	No
1,107	996	Mastercard	Credit	5,659,042,637,826,477	06/2023	857	YES	2	$4200	02/2007	2,011	No
3,310	996	Mastercard	Debit	5,691,123,059,106,648	08/2024	190	YES	2	$18861	06/2006	2,011	No
1,279	996	Visa	Debit	4,803,335,286,454,198	02/2020	568	NO	1	$27231	02/2011	2,011	No
1,778	1,866	Visa	Debit	4,274,334,344,737,347	12/2024	174	YES	1	$24390	02/2020	2,020	No
1,478	1,866	Mastercard	Debit	5,073,514,573,038,606	02/2023	802	YES	1	$3106	02/2020	2,020	No
2,108	1,981	Mastercard	Debit	5,550,999,995,379,539	07/2020	980	YES	2	$13595	03/2006	2,010	No
5,143	1,981	Discover	Credit	6,616,646,974,839,947	11/2009	72	NO	2	$12300	10/2009	2,009	No
4,151	1,981	Mastercard	Credit	5,384,097,503,885,721	02/2019	704	YES	2	$12300	08/2005	2,009	No
3,606	1,981	Mastercard	Debit	5,082,019,741,631,139	04/2021	459	YES	1	$20743	06/2016	2,016	No
3,248	1,981	Mastercard	Debit	5,843,429,452,249,829	08/2021	570	YES	2	$17706	06/2003	2,010	No
2,996	1,981	Mastercard	Debit	5,898,198,294,277,172	08/2022	332	YES	2	$20962	05/2009	2,009	No
4	1,981	Mastercard	Debit	5,433,366,978,583,845	03/2024	530	YES	2	$19439	01/1997	2,007	No
3,257	870	Visa	Debit	4,073,664,438,482,773	03/2022	973	NO	1	$30160	06/2003	2,017	No
3,626	870	Amex	Credit	349,088,998,842,560	06/2022	652	YES	2	$0	06/2018	2,018	No
1,039	870	Visa	Debit	4,701,143,570,043,786	11/2012	807	NO	1	$28937	02/2004	2,008	No
2,080	16	Mastercard	Debit (Prepaid)	5,151,149,006,132,572	05/2020	636	NO	2	$22	03/2005	2,011	No
49	16	Mastercard	Debit	5,289,860,104,321,083	08/2015	59	YES	2	$1575	01/2004	2,005	No
4,964	16	Mastercard	Debit	5,496,658,602,251,095	12/2020	962	YES	2	$7562	10/2002	2,011	No
4,093	16	Mastercard	Debit	5,571,413,073,625,472	05/2024	741	YES	2	$17211	08/1999	2,013	No
2,979	16	Visa	Credit	4,255,418,851,751,854	06/2010	361	NO	2	$9500	05/2008	2,010	No

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