Datasets:

aegishield
/

credit_card_transactions

CUST_ID stringlengths 6 6	BALANCE float64 0 19k	BALANCE_FREQUENCY float64 0 1	PURCHASES float64 0 49k	ONEOFF_PURCHASES float64 0 40.8k	INSTALLMENTS_PURCHASES float64 0 22.5k	CASH_ADVANCE float64 0 47.1k	PURCHASES_FREQUENCY float64 0 1	ONEOFF_PURCHASES_FREQUENCY float64 0 1	PURCHASES_INSTALLMENTS_FREQUENCY float64 0 1	CASH_ADVANCE_FREQUENCY float64 0 1.5	CASH_ADVANCE_TRX int64 0 123	PURCHASES_TRX int64 0 358	CREDIT_LIMIT float64 50 30k ⌀	PAYMENTS float64 0 50.7k	MINIMUM_PAYMENTS float64 0.02 76.4k ⌀	PRC_FULL_PAYMENT float64 0 1	TENURE int64 6 12
C10001	40.900749	0.818182	95.4	0	95.4	0	0.166667	0	0.083333	0	0	2	1,000	201.802084	139.509787	0	12
C10002	3,202.467416	0.909091	0	0	0	6,442.945483	0	0	0	0.25	4	0	7,000	4,103.032597	1,072.340217	0.222222	12
C10003	2,495.148862	1	773.17	773.17	0	0	1	1	0	0	0	12	7,500	622.066742	627.284787	0	12
C10004	1,666.670542	0.636364	1,499	1,499	0	205.788017	0.083333	0.083333	0	0.083333	1	1	7,500	0	null	0	12
C10005	817.714335	1	16	16	0	0	0.083333	0.083333	0	0	0	1	1,200	678.334763	244.791237	0	12
C10006	1,809.828751	1	1,333.28	0	1,333.28	0	0.666667	0	0.583333	0	0	8	1,800	1,400.05777	2,407.246035	0	12
C10007	627.260806	1	7,091.01	6,402.63	688.38	0	1	1	1	0	0	64	13,500	6,354.314328	198.065894	1	12
C10008	1,823.652743	1	436.2	0	436.2	0	1	0	1	0	0	12	2,300	679.065082	532.03399	0	12
C10009	1,014.926473	1	861.49	661.49	200	0	0.333333	0.083333	0.25	0	0	5	7,000	688.278568	311.963409	0	12
C10010	152.225975	0.545455	1,281.6	1,281.6	0	0	0.166667	0.166667	0	0	0	3	11,000	1,164.770591	100.302262	0	12
C10011	1,293.124939	1	920.12	0	920.12	0	1	0	1	0	0	12	1,200	1,083.301007	2,172.697765	0	12
C10012	630.794744	0.818182	1,492.18	1,492.18	0	0	0.25	0.25	0	0	0	6	2,000	705.618627	155.549069	0	12
C10013	1,516.92862	1	3,217.99	2,500.23	717.76	0	1	0.25	0.916667	0	0	26	3,000	608.263689	490.207013	0.25	12
C10014	921.693369	1	2,137.93	419.96	1,717.97	0	0.75	0.166667	0.75	0	0	26	7,500	1,655.891435	251.137986	0.083333	12
C10015	2,772.772734	1	0	0	0	346.81139	0	0	0	0.083333	1	0	3,000	805.647974	989.962866	0	12
C10016	6,886.213231	1	1,611.7	0	1,611.7	2,301.491267	0.5	0	0.5	0.166667	4	11	8,000	1,993.439277	2,109.90649	0	12
C10017	2,072.074354	0.875	0	0	0	2,784.274703	0	0	0	0.25	3	0	3,000	391.974562	376.579631	0	8
C10018	41.089489	0.454545	519	0	519	0	0.416667	0	0.333333	0	0	8	2,500	254.590662	73.203221	0.25	12
C10019	1,989.072228	1	504.35	166	338.35	0	0.666667	0.083333	0.583333	0	0	9	13,000	1,720.837373	744.613395	0	12
C10020	3,577.970933	1	398.64	0	398.64	0	1	0	1	0	0	12	4,000	1,053.980464	12,465.54938	0	12
C10021	2,016.684686	1	176.68	0	176.68	0	0.666667	0	0.666667	0	0	8	2,000	223.0686	13,557.29726	0	12
C10022	6,369.531318	1	6,359.95	5,910.04	449.91	229.028245	1	0.916667	1	0.333333	6	92	11,250	2,077.959051	1,659.775075	0	12
C10023	132.34224	0.636364	815.9	0	815.9	0	1	0	1	0	0	17	1,800	2,359.629958	86.329554	0	12
C10024	3,800.151377	0.818182	4,248.35	3,454.56	793.79	7,974.415626	1	0.083333	0.916667	0.333333	13	13	9,000	9,479.043842	1,425.426525	0	12
C10025	5,368.571219	1	0	0	0	798.949863	0	0	0	0.363636	4	0	6,000	1,422.726707	1,657.002877	0	11
C10026	169.781679	1	399.6	0	399.6	0	1	0	1	0	0	12	3,000	215.306142	163.005536	0	12
C10027	1,615.96724	1	102	102	0	244.840485	0.166667	0.166667	0	0.25	5	2	1,700	890.178845	971.183209	0	12
C10028	125.694817	1	233.28	0	233.28	0	1	0	1	0	0	12	1,000	207.773715	164.748819	0	12
C10029	7,152.864372	1	387.05	204.55	182.5	2,236.145259	0.666667	0.166667	0.416667	0.833333	16	8	10,500	1,601.448347	1,648.851345	0	12
C10030	22.06349	1	100	0	100	0	0.416667	0	0.416667	0	0	5	6,900	160.767773	159.684442	0	12
C10031	12,136.21996	1	3,038.01	1,013.2	2,024.81	3,183.583301	1	0.166667	1	0.5	10	64	13,000	4,230.323491	3,292.01503	0	12
C10032	1,162.273324	1	1,347.71	400	947.71	175.815755	1	0.083333	1	0.166667	2	45	6,000	645.998299	256.848991	0	12
C10033	6,732.823064	1	324.95	324.95	0	1,189.533753	0.083333	0.083333	0	0.166667	3	3	10,500	1,720.118876	2,506.745366	0	12
C10034	125.660453	1	636.79	636.79	0	0	0.916667	0.916667	0	0	0	11	1,200	423.449696	196.301885	0.3	12
C10035	3,517.101616	0.727273	547.28	0	547.28	0	1	0	1	0	0	14	11,000	8,735.607835	17,862.55831	0	12
C10036	1,656.350781	1	0	0	0	99.264367	0	0	0	0.083333	1	0	1,800	351.500199	634.569311	0	12
C10037	7,427.076941	1	0	0	0	8,873.375046	0	0	0	0.727273	11	0	9,000	1,636.361601	1,986.843608	0	11
C10038	4,047.480828	1	2,380.55	1,642.17	738.38	1,697.660901	0.75	0.5	0.75	0.333333	7	41	5,000	1,617.894416	1,541.141605	0	12
C10039	6,269.418144	1	204	204	0	2,925.699862	0.083333	0.083333	0	0.333333	12	2	9,000	1,237.111661	2,049.408839	0	12
C10040	1,411.60223	0.454545	963.24	963.24	0	6,173.682877	0.083333	0.083333	0	0.333333	6	6	7,500	20,071.07544	719.948985	0.333333	12
C10041	663.44781	0.727273	0	0	0	3,133.063934	0	0	0	0.25	3	0	1,800	3,067.05783	283.333445	0.166667	12
C10043	784.889762	0.909091	1,526.59	786.3	740.29	2,188.419607	0.583333	0.416667	0.333333	0.25	11	27	3,000	1,262.309666	363.142736	0.111111	12
C10044	4,104.710798	1	203.82	203.82	0	0	0.083333	0.083333	0	0	0	1	4,500	868.275275	1,801.264841	0	12
C10045	1,360.742377	1	0	0	0	1,481.587093	0	0	0	0.083333	1	0	1,500	378.294227	321.354137	0	12
C10046	5,315.945594	1	1,525.44	469.8	1,055.64	0	1	0.333333	1	0	0	20	8,500	1,430.341501	1,318.71492	0	12
C10047	2,242.311686	1	437	97	340	184.648692	0.333333	0.083333	0.333333	0.166667	2	5	2,400	0	null	0	12
C10048	474.447149	0.5	109.74	0	109.74	1,013.659552	0.375	0	0.25	0.125	1	3	1,700	176.013005	147.199792	0	8
C10049	3,910.111237	1	0	0	0	1,980.873201	0	0	0	0.5	7	0	4,200	0	null	0	12
C10050	229.867179	1	2,390.6	1,402.93	987.67	0	1	0.666667	1	0	0	87	3,300	2,543.953559	175.657825	0.916667	12
C10051	863.809833	1	507.5	507.5	0	695.097159	0.166667	0.166667	0	0.083333	2	3	4,000	587.866451	286.448719	0.083333	12
C10052	4,931.331857	1	901.42	646.07	255.35	8,530.648614	0.625	0.375	0.25	0.875	37	9	12,000	8,113.297346	1,012.415961	0	8
C10053	1,078.888565	1	3,107.85	2,221.74	886.11	0	0.666667	0.583333	0.5	0	0	18	2,500	1,399.82834	1,322.446601	0	12
C10054	1,565.681099	1	0	0	0	321.359135	0	0	0	0.25	3	0	3,500	691.825279	581.481917	0	12
C10055	464.674156	0.888889	1,979.22	1,979.22	0	1,981.265503	0.666667	0.666667	0	0.111111	1	11	3,000	3,110.052742	132.446091	0.2	9
C10056	6.660517	0.636364	310	0	310	0	0.666667	0	0.666667	0	0	8	1,000	417.016763	null	0	12
C10057	1,311.995984	1	1,283.9	1,283.9	0	0	0.25	0.25	0	0	0	6	6,000	0	null	0	12
C10058	3,625.218146	1	313.27	313.27	0	668.468743	0.25	0.25	0	0.416667	5	4	4,000	0	null	0	12
C10059	2,386.330629	1	5,217.62	4,789.09	428.53	0	0.916667	0.916667	0.5	0	0	42	7,500	5,678.729613	1,311.514878	0.083333	12
C10060	3,971.138765	1	0	0	0	224.575517	0	0	0	0.181818	3	0	4,000	764.938728	1,600.212243	0	11
C10061	5,493.90406	1	229	0	229	970.591332	0.416667	0	0.333333	0.333333	4	6	6,000	2,110.557023	1,895.02617	0	12
C10062	1,879.114033	0.727273	113	113	0	0	0.166667	0.166667	0	0	0	2	6,500	3,509.686561	548.105836	0	12
C10063	1,555.793701	1	66.2	66.2	0	0	0.083333	0.083333	0	0	0	1	1,600	338.083661	837.215674	0	12
C10064	809.582978	0.909091	0	0	0	3,819.672466	0	0	0	0.545455	7	0	4,150	4,372.148648	241.645387	0.090909	11
C10065	7.152356	0.090909	840	840	0	0	0.083333	0.083333	0	0	0	1	1,600	0	null	0	12
C10067	1,923.886805	1	1,887.64	0	1,887.64	1,605.949371	1	0	1	0.083333	4	61	1,850	3,688.045998	3,266.996777	0.083333	12
C10068	1,758.059987	1	412.33	325.21	87.12	0	0.583333	0.333333	0.166667	0	0	11	1,800	777.451648	897.905444	0	12
C10069	809.847455	0.875	0	0	0	908.423608	0	0	0	0.125	1	0	1,500	146.074769	179.412493	0	8
C10070	1,576.305029	1	0	0	0	382.908547	0	0	0	0.416667	6	0	2,500	540.022225	352.883804	0	12
C10071	3,990.523579	1	263.5	190.6	72.9	0	0.666667	0.083333	0.583333	0	0	8	6,000	6,876.836205	1,001.607366	0.083333	12
C10072	1,699.435486	1	1,363.69	1,363.69	0	0	0.333333	0.333333	0	0	0	4	1,700	1,623.816348	923.505868	0	12
C10073	5,487.683724	1	419.1	0	419.1	625.399386	0.916667	0	0.833333	0.333333	4	11	6,250	1,288.214909	2,180.881868	0	12
C10074	2,990.422186	0.909091	4,523.27	1,664.09	2,859.18	27,296.48576	0.666667	0.5	0.583333	0.833333	27	33	7,000	28,232.69446	1,107.030803	0.454545	12
C10075	656.01301	1	0	0	0	1,474.349901	0	0	0	0.125	3	0	7,000	910.457985	140.983193	0.25	8
C10077	1,808.972419	1	713.9	503.08	210.82	0	0.5	0.1	0.4	0	0	8	2,250	889.017418	622.757696	0	10
C10078	532.334517	0.909091	791.94	516.64	275.3	0	0.272727	0.090909	0.181818	0	0	7	6,000	1,305.177304	175.510344	0	11
C10079	5,860.433624	1	561.87	249.5	312.37	0	0.833333	0.166667	0.75	0	0	14	6,000	1,990.044998	2,161.428274	0	12
C10080	1,727.638449	1	606.11	606.11	0	0	1	1	0	0	0	17	11,000	2,959.920544	623.656993	0	12
C10081	578.809679	1	320	0	320	0	0.75	0	0.666667	0	0	8	1,500	1,438.910569	190.186542	0	12
C10082	1,205.716678	1	0	0	0	38.325801	0	0	0	0.083333	1	0	1,200	29.278671	8,242.687678	0	12
C10083	6,593.820644	1	388.66	388.66	0	4,621.93458	0.583333	0.583333	0	0.416667	7	7	7,000	1,624.583114	2,503.40234	0	12
C10084	17.357563	0.909091	244.85	40.21	204.64	0	0.666667	0.166667	0.583333	0	0	13	5,000	357.802082	121.523416	0.181818	12
C10085	81.584711	0.272727	0	0	0	2,985.300006	0	0	0	0.166667	5	0	9,500	116.569033	164.692136	0	12
C10086	3.78631	0.636364	133.05	28.2	104.85	0	0.416667	0.166667	0.25	0	0	5	12,000	210.053432	99.533735	0.444444	12
C10087	42.46443	0.545455	396	0	396	0	0.5	0	0.416667	0	0	12	1,200	725.606194	140.809454	1	12
C10088	1,935.362486	1	4,915.6	4,515.34	400.26	293.844792	1	1	0.333333	0.083333	1	50	9,000	4,921.066897	594.756686	0	12
C10089	134.917202	1	1,247.8	1,247.8	0	0	1	1	0	0	0	22	16,500	1,275.229436	171.357189	1	12
C10090	7,069.950386	1	1,603.78	1,445.14	158.64	5,626.004046	1	0.833333	1	0.75	23	23	11,000	4,589.873897	1,876.262988	0	12
C10092	8,181.251131	1	2,258.01	1,318.78	939.23	5,251.228934	1	0.75	1	0.75	21	60	13,500	3,021.575846	2,074.581541	0	12
C10093	4,037.305658	1	45	45	0	104.238064	0.083333	0.083333	0	0.083333	1	1	4,500	1,073.844885	968.941265	0	12
C10094	6,110.265264	1	0	0	0	2,717.253917	0	0	0	0.416667	14	0	6,500	1,502.205631	2,864.380327	0	12
C10095	9,381.255094	1	5,100.07	1,147.83	3,952.24	370.737197	1	0.25	0.916667	0.083333	1	46	9,000	6,409.496345	9,827.045323	0	12
C10096	1,977.00709	1	1,032.04	226.9	805.14	4,335.919227	0.909091	0.090909	0.818182	0.545455	21	17	4,000	3,056.424974	910.707525	0.090909	11
C10097	1,321.47608	1	45.65	45.65	0	495.657934	0.083333	0.083333	0	0.083333	1	1	1,800	440.840439	312.560636	0	12
C10098	1,307.717841	1	405.6	405.6	0	0	0.166667	0.166667	0	0	0	2	2,400	0	null	0	12
C10099	2,329.485768	1	213.34	213.34	0	0	0.25	0.25	0	0	0	3	2,400	0	null	0	12
C10100	1,139.782882	1	0	0	0	120.612912	0	0	0	0.083333	1	0	1,200	151.823651	2,906.110765	0	12
C10101	1,619.955708	1	739.44	739.44	0	0	0.666667	0.666667	0	0	0	11	6,000	417.128532	389.138517	0	12
C10102	3,505.671311	1	0	0	0	1,713.984305	0	0	0	0.5	6	0	4,000	0	null	0	12
C10103	4.708041	0.363636	79	0	79	0	0.25	0	0.166667	0	0	3	7,000	217.820198	121.781205	1	12
C10104	0	0	0	0	0	89.849004	0	0	0	0.142857	1	0	3,000	138.021428	null	0	7

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Number of rows:

8,950