Split (1)

train · 2M rows

chargeback_id stringlengths 13 13	transaction_date timestamp[ns]date 2023-01-01 00:00:00 2024-12-30 00:00:00	dispute_date timestamp[ns]date 2023-01-31 00:00:00 2024-12-30 00:00:00	card_number stringlengths 19 19	amount_ngn float64 1k 5M	dispute_reason stringclasses 5 values	days_to_resolution int64 16 81	chargeback_won bool 2 classes
CB-0001420071	2024-02-14T00:00:00	2023-08-18T00:00:00	**--**-7280	13,934.448666	fraud	54	true
CB-0001536882	2024-07-10T00:00:00	2023-07-14T00:00:00	**--**-6555	3,905.744582	item_not_received	47	false
CB-0001854883	2024-12-25T00:00:00	2024-12-02T00:00:00	**--**-9834	68,232.003926	item_not_received	36	false
CB-0001858726	2024-03-11T00:00:00	2023-12-19T00:00:00	**--**-7582	57,350.102325	fraud	40	true
CB-0000851590	2023-02-28T00:00:00	2024-12-06T00:00:00	**--**-3425	116,926.962277	item_not_received	53	true
CB-0000943248	2023-03-01T00:00:00	2024-05-15T00:00:00	**--**-9195	239,651.592132	not_as_described	42	false
CB-0001265602	2023-06-04T00:00:00	2024-07-22T00:00:00	**--**-2912	24,561.168396	item_not_received	36	false
CB-0000636343	2023-03-02T00:00:00	2023-05-08T00:00:00	**--**-5505	192,501.803223	not_as_described	61	true
CB-0000215643	2023-02-02T00:00:00	2024-05-17T00:00:00	**--**-8068	34,373.584645	fraud	42	true
CB-0001153482	2023-04-14T00:00:00	2023-11-06T00:00:00	**--**-9750	307,458.286008	unauthorized	36	false
CB-0000451619	2023-05-07T00:00:00	2024-09-06T00:00:00	**--**-5447	133,280.607843	not_as_described	48	false
CB-0001975819	2024-12-27T00:00:00	2023-02-25T00:00:00	**--**-5709	13,879.468309	unauthorized	43	false
CB-0000241022	2024-10-02T00:00:00	2024-11-11T00:00:00	**--**-2318	10,464.455344	unauthorized	43	false
CB-0001762397	2024-06-10T00:00:00	2023-08-12T00:00:00	**--**-1631	26,379.660778	not_as_described	39	false
CB-0000427733	2024-10-22T00:00:00	2024-06-05T00:00:00	**--**-7713	3,860.460809	item_not_received	38	true
CB-0001132769	2023-04-04T00:00:00	2023-07-29T00:00:00	**--**-1115	36,049.884782	not_as_described	56	true
CB-0000467843	2024-09-04T00:00:00	2024-08-29T00:00:00	**--**-6125	1,630,904.018186	not_as_described	50	true
CB-0000419867	2023-11-04T00:00:00	2024-12-10T00:00:00	**--**-3911	57,652.036269	fraud	43	true
CB-0000068726	2024-08-31T00:00:00	2024-03-01T00:00:00	**--**-6038	30,532.636861	not_as_described	47	true
CB-0000750556	2023-07-31T00:00:00	2024-03-03T00:00:00	**--**-8679	54,656.958637	item_not_received	47	true
CB-0001576093	2023-11-26T00:00:00	2024-12-11T00:00:00	**--**-1428	105,129.49798	not_as_described	42	true
CB-0000282988	2023-12-04T00:00:00	2024-06-22T00:00:00	**--**-1056	29,582.429165	fraud	55	true
CB-0000896408	2023-10-30T00:00:00	2023-10-23T00:00:00	**--**-8978	7,978.10856	item_not_received	44	true
CB-0001199033	2024-09-12T00:00:00	2023-04-11T00:00:00	**--**-2453	22,305.651458	not_as_described	46	true
CB-0000529483	2023-11-17T00:00:00	2023-09-23T00:00:00	**--**-9996	19,235.907644	unauthorized	51	false
CB-0000148017	2023-01-04T00:00:00	2024-10-10T00:00:00	**--**-6121	39,141.396136	not_as_described	46	true
CB-0000593699	2024-12-14T00:00:00	2023-05-16T00:00:00	**--**-4554	1,264.887425	not_as_described	48	false
CB-0000366033	2024-09-08T00:00:00	2024-11-18T00:00:00	**--**-5744	3,154.775919	not_as_described	42	true
CB-0000485221	2023-11-22T00:00:00	2024-06-11T00:00:00	**--**-4846	73,510.505743	not_as_described	61	false
CB-0001011449	2024-09-16T00:00:00	2023-07-12T00:00:00	**--**-7003	23,090.170675	not_as_described	34	true
CB-0001821670	2023-10-15T00:00:00	2024-05-06T00:00:00	**--**-8827	179,808.224352	fraud	34	true
CB-0000502397	2023-12-31T00:00:00	2024-01-16T00:00:00	**--**-5845	145,653.525589	fraud	51	false
CB-0000572284	2023-12-08T00:00:00	2023-07-09T00:00:00	**--**-6014	39,329.153431	other	45	true
CB-0000990040	2023-06-04T00:00:00	2024-12-17T00:00:00	**--**-3245	43,350.648489	fraud	59	false
CB-0001664682	2024-08-31T00:00:00	2024-12-15T00:00:00	**--**-4816	36,848.505407	not_as_described	52	true
CB-0000380172	2024-05-28T00:00:00	2023-05-30T00:00:00	**--**-2702	75,682.292953	unauthorized	37	true
CB-0000857711	2023-07-19T00:00:00	2023-02-22T00:00:00	**--**-6229	10,292.528081	fraud	60	true
CB-0001200833	2023-12-29T00:00:00	2024-02-09T00:00:00	**--**-7832	14,048.006466	fraud	40	true
CB-0001591899	2023-11-12T00:00:00	2023-07-29T00:00:00	**--**-9742	147,055.118731	fraud	55	false
CB-0001626590	2023-10-03T00:00:00	2023-12-18T00:00:00	**--**-4178	8,384.549014	item_not_received	54	true
CB-0001686439	2023-01-26T00:00:00	2023-09-16T00:00:00	**--**-9183	2,825.101996	item_not_received	41	true
CB-0001454887	2023-04-02T00:00:00	2024-03-12T00:00:00	**--**-9963	16,786.206313	not_as_described	49	false
CB-0000711968	2024-08-06T00:00:00	2023-08-14T00:00:00	**--**-1527	23,222.596421	item_not_received	63	true
CB-0000667603	2023-04-12T00:00:00	2024-08-25T00:00:00	**--**-7437	67,179.530903	unauthorized	45	true
CB-0001406758	2023-09-30T00:00:00	2024-10-08T00:00:00	**--**-7341	89,135.084369	fraud	37	true
CB-0001720336	2023-09-21T00:00:00	2024-12-03T00:00:00	**--**-4374	93,984.072751	item_not_received	45	true
CB-0000095694	2023-08-21T00:00:00	2023-11-30T00:00:00	**--**-2937	35,924.694981	fraud	37	true
CB-0001400662	2024-12-05T00:00:00	2023-04-09T00:00:00	**--**-7001	65,285.953277	fraud	54	true
CB-0000048432	2023-06-11T00:00:00	2023-11-11T00:00:00	**--**-4558	4,943.115795	not_as_described	40	false
CB-0001589308	2024-01-04T00:00:00	2024-05-22T00:00:00	**--**-8881	160,776.393716	fraud	42	true
CB-0000714096	2024-03-05T00:00:00	2023-05-10T00:00:00	**--**-5797	8,031.539067	fraud	48	true
CB-0001494935	2023-08-23T00:00:00	2023-09-29T00:00:00	**--**-3938	370,960.77241	not_as_described	47	false
CB-0000175401	2024-06-24T00:00:00	2024-01-26T00:00:00	**--**-9316	15,565.556226	item_not_received	43	true
CB-0001010347	2023-11-17T00:00:00	2023-08-19T00:00:00	**--**-1439	131,787.065809	fraud	39	true
CB-0001301006	2024-09-30T00:00:00	2023-05-07T00:00:00	**--**-2974	68,931.38648	not_as_described	51	true
CB-0001809970	2023-03-20T00:00:00	2024-02-06T00:00:00	**--**-7943	963,657.62023	unauthorized	48	false
CB-0000458357	2023-04-01T00:00:00	2024-09-20T00:00:00	**--**-4350	63,902.065328	item_not_received	40	true
CB-0001807921	2024-01-08T00:00:00	2024-10-31T00:00:00	**--**-4854	10,324.950619	item_not_received	51	true
CB-0001746956	2024-08-26T00:00:00	2024-05-18T00:00:00	**--**-4089	14,287.88486	unauthorized	39	true
CB-0001373924	2024-02-21T00:00:00	2024-12-11T00:00:00	**--**-7024	433,727.970786	unauthorized	32	true
CB-0001174107	2023-03-16T00:00:00	2023-08-09T00:00:00	**--**-5570	34,571.469116	not_as_described	45	true
CB-0001259134	2024-06-13T00:00:00	2024-06-26T00:00:00	**--**-2901	63,053.086967	unauthorized	47	true
CB-0000070068	2024-03-22T00:00:00	2024-07-17T00:00:00	**--**-3092	303,608.888171	fraud	50	true
CB-0001228116	2024-03-07T00:00:00	2024-01-02T00:00:00	**--**-5147	44,187.872795	item_not_received	40	false
CB-0001357709	2023-09-21T00:00:00	2023-03-22T00:00:00	**--**-9885	70,243.99939	fraud	54	true
CB-0000180733	2023-02-28T00:00:00	2024-12-17T00:00:00	**--**-3872	26,457.432574	fraud	38	false
CB-0001140400	2023-09-20T00:00:00	2023-08-16T00:00:00	**--**-9109	78,495.049361	item_not_received	50	false
CB-0001039011	2023-09-24T00:00:00	2024-01-09T00:00:00	**--**-3694	8,927.500277	unauthorized	39	true
CB-0001644101	2023-07-26T00:00:00	2024-11-21T00:00:00	**--**-4401	16,673.288277	item_not_received	49	true
CB-0000620771	2023-07-19T00:00:00	2024-06-14T00:00:00	**--**-6999	123,707.178016	not_as_described	56	true
CB-0001330567	2024-06-24T00:00:00	2024-02-29T00:00:00	**--**-5972	49,535.953993	item_not_received	54	false
CB-0000875053	2024-10-14T00:00:00	2024-01-13T00:00:00	**--**-5401	817,595.248977	fraud	54	true
CB-0001224774	2024-10-05T00:00:00	2023-11-14T00:00:00	**--**-6364	17,454.087378	not_as_described	56	false
CB-0000439418	2023-11-15T00:00:00	2024-08-18T00:00:00	**--**-6076	34,752.247534	not_as_described	52	false
CB-0001906545	2024-04-21T00:00:00	2024-05-06T00:00:00	**--**-4841	41,916.198638	unauthorized	49	false
CB-0001024104	2023-02-03T00:00:00	2024-07-08T00:00:00	**--**-5908	80,546.760752	not_as_described	47	true
CB-0001483765	2024-03-25T00:00:00	2024-05-16T00:00:00	**--**-5455	1,994.727769	fraud	38	true
CB-0001554262	2023-03-30T00:00:00	2024-06-29T00:00:00	**--**-1996	16,611.907503	item_not_received	40	true
CB-0000657646	2024-05-22T00:00:00	2024-10-09T00:00:00	**--**-8695	26,515.468137	unauthorized	58	true
CB-0001281935	2024-07-29T00:00:00	2023-11-09T00:00:00	**--**-9897	496,140.966835	fraud	38	true
CB-0000650896	2023-07-24T00:00:00	2023-06-21T00:00:00	**--**-7788	28,702.502258	fraud	45	true
CB-0000298261	2024-08-04T00:00:00	2023-02-21T00:00:00	**--**-3515	50,491.79793	fraud	46	true
CB-0001787656	2023-07-17T00:00:00	2024-09-08T00:00:00	**--**-7534	28,224.939458	item_not_received	50	true
CB-0001753155	2023-04-23T00:00:00	2023-06-16T00:00:00	**--**-6000	177,300.190243	item_not_received	35	false
CB-0001952135	2024-05-03T00:00:00	2023-03-06T00:00:00	**--**-2201	2,917.645548	item_not_received	38	false
CB-0001715660	2023-08-07T00:00:00	2023-09-08T00:00:00	**--**-2031	33,106.628776	item_not_received	38	true
CB-0000837410	2023-07-27T00:00:00	2024-05-03T00:00:00	**--**-2957	9,608.773641	fraud	49	false
CB-0001594326	2024-01-21T00:00:00	2023-07-21T00:00:00	**--**-7181	44,100.85294	not_as_described	43	true
CB-0001945564	2024-12-25T00:00:00	2023-09-22T00:00:00	**--**-9677	36,698.253886	other	48	true
CB-0001546123	2024-02-09T00:00:00	2024-06-07T00:00:00	**--**-4783	34,775.262125	not_as_described	37	false
CB-0000944137	2023-04-19T00:00:00	2024-11-18T00:00:00	**--**-6974	21,313.752602	fraud	45	false
CB-0001779771	2023-10-01T00:00:00	2023-06-05T00:00:00	**--**-5403	145,710.821726	fraud	55	true
CB-0000446818	2024-05-14T00:00:00	2023-02-04T00:00:00	**--**-8163	14,565.320612	not_as_described	50	false
CB-0001818678	2023-05-02T00:00:00	2024-05-17T00:00:00	**--**-6213	209,856.960174	fraud	41	true
CB-0000497340	2024-04-11T00:00:00	2023-09-28T00:00:00	**--**-1132	13,697.45037	unauthorized	51	false
CB-0000353271	2023-07-14T00:00:00	2023-03-10T00:00:00	**--**-2594	12,621.793291	other	52	false
CB-0000782522	2023-05-01T00:00:00	2023-08-25T00:00:00	**--**-2837	115,804.556479	not_as_described	39	false
CB-0000770266	2023-01-06T00:00:00	2023-08-20T00:00:00	**--**-1579	135,508.367207	item_not_received	52	false
CB-0001577078	2023-01-22T00:00:00	2023-10-11T00:00:00	**--**-4833	427,209.508322	not_as_described	54	true
CB-0001110248	2023-05-17T00:00:00	2023-06-03T00:00:00	**--**-2752	199,868.074642	not_as_described	48	false

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