Split (1)

train · 99.8k rows

step int64	type string	amount float64	nameOrig string	oldbalanceOrg float64	newbalanceOrig float64	nameDest string	oldbalanceDest float64	newbalanceDest float64	isFraud int64	isFlaggedFraud int64
135	CASH_OUT	102,963.17	C984183367	102,489	0	C1646096543	2,522,018.03	2,624,981.2	0	0
158	CASH_IN	22,813.55	C211548782	1,743,300.23	1,766,113.77	C308067528	161,798.23	138,984.69	0	0
227	CASH_OUT	122,320.7	C452328676	0	0	C2111561670	600,712.99	723,033.69	0	0
16	CASH_OUT	225,604.23	C1272954468	11,584	0	C1824264467	0	225,604.23	0	0
44	CASH_IN	36,831.01	C205094671	86,907	123,738.01	C1808866632	0	0	0	0
33	CASH_IN	56,418.29	C2103095274	837,103.24	893,521.53	C2133414706	107,456	51,037.71	0	0
206	CASH_IN	249,617	C902469108	6,530,508.18	6,780,125.18	C1172704377	4,943,519.21	4,693,902.21	0	0
399	CASH_OUT	104,826.04	C475092059	0	0	C2020860569	358,811.52	463,637.56	0	0
394	CASH_IN	382,764.76	C911386330	4,184,362.51	4,567,127.28	C1582426917	4,627,918.53	4,245,153.77	0	0
250	CASH_OUT	79,906.11	C970996326	9,563	0	C1754142396	2,721,850.38	2,801,756.49	0	0
253	PAYMENT	8,965.3	C343462036	11,638	2,672.7	M790244937	0	0	0	0
297	CASH_OUT	71,366.59	C757911593	39,945	0	C1190131047	5,677,335.99	5,748,702.58	0	0
228	PAYMENT	1,878.78	C347970069	104,647	102,768.22	M722510812	0	0	0	0
22	CASH_OUT	89,610.96	C208207382	0	0	C320737482	948,201	1,037,811.96	0	0
395	PAYMENT	6,181.42	C567856792	37,496	31,314.58	M895431242	0	0	0	0
14	CASH_IN	104,686.25	C1408894524	34,785	139,471.25	C250012975	0	0	0	0
329	CASH_OUT	88,115.81	C561085588	0	0	C796091198	1,845,261.63	1,933,377.44	0	0
404	CASH_OUT	28,360.65	C26798809	0	0	C266220697	1,064,096.78	1,092,457.43	0	0
383	CASH_OUT	213,617.39	C317896838	0	0	C958953991	3,208,433.37	3,422,050.76	0	0
345	PAYMENT	22,663.99	C1438120296	328	0	M813735378	0	0	0	0
40	CASH_OUT	26,466.95	C1128647304	5,539	0	C1941916202	16,058.06	42,525.01	0	0
346	CASH_OUT	306,082.37	C2111535698	0	0	C650035806	427,170.04	733,252.41	0	0
408	PAYMENT	1,432.93	C1367953979	115,839	114,406.07	M324342131	0	0	0	0
14	TRANSFER	1,130,873.56	C713164662	30,423	0	C1283374857	512,932.96	1,558,198.79	0	0
183	PAYMENT	1,356.14	C585438732	0	0	M684850051	0	0	0	0
407	CASH_OUT	112,090.39	C1578615855	13,941	0	C339470009	10,568,342.79	10,680,433.18	0	0
18	CASH_OUT	192,874.26	C764727602	0	0	C1577025186	353,720.18	546,594.44	0	0
18	CASH_OUT	151,506.34	C1459453955	370	0	C2077576601	281,529.2	433,035.54	0	0
204	CASH_IN	239,759.86	C1935842028	8,276,070.6	8,515,830.46	C424825750	342,297.54	102,537.68	0	0
298	CASH_OUT	503,738.93	C1236972535	0	0	C100195995	1,126,233.2	1,629,972.13	0	0
20	PAYMENT	36,418.46	C1398270489	0	0	M4347320	0	0	0	0
162	CASH_OUT	319,441.79	C1798524768	229,609.92	0	C1975918135	7,969,375.68	8,634,079.6	0	0
43	CASH_OUT	186,125.96	C1482622089	0	0	C739880811	373,756.98	559,882.93	0	0
44	TRANSFER	62,846.46	C2140826890	11,581	0	C1069968715	316,433.99	379,280.45	0	0
403	TRANSFER	840,454.1	C1891624473	0	0	C1601205723	860,972.32	1,701,426.43	0	0
37	CASH_OUT	82,504.57	C1700308663	0	0	C312713305	365,532.22	448,036.79	0	0
379	PAYMENT	20,751.36	C1909470620	253,411	232,659.64	M1682408611	0	0	0	0
134	CASH_OUT	140,067.49	C1386679879	0	0	C1064868912	2,767,635.02	2,907,702.51	0	0
201	CASH_OUT	48,899.11	C2118989260	0	0	C846135284	210,499.97	259,399.08	0	0
321	TRANSFER	2,120,611.12	C1459123422	0	0	C549139955	6,450,489.1	8,571,100.23	0	0
209	CASH_IN	113,961.29	C494742384	575,456.37	689,417.66	C329456197	6,646,087.92	6,532,126.62	0	0
276	CASH_IN	177,936.44	C46021971	5,197,694.05	5,375,630.49	C1742467356	1,485,157.91	1,307,221.47	0	0
18	CASH_IN	116,528.64	C427769346	50,323	166,851.64	C167175733	662,203.68	498,688.58	0	0
255	CASH_OUT	117,174.85	C502532257	0	0	C1167337612	385,002.66	502,177.51	0	0
21	PAYMENT	9,031.59	C788347695	169,913	160,881.41	M818025487	0	0	0	0
404	TRANSFER	284,181.35	C1572564959	18,831.35	0	C369284896	712,461.52	996,642.87	0	0
299	PAYMENT	5,151.1	C1634722951	0	0	M736920118	0	0	0	0
212	TRANSFER	4,953,893.08	C728984460	4,953,893.08	4,953,893.08	C639921569	0	0	1	1
379	CASH_IN	77,368.75	C1199356949	24,635,410.55	24,712,779.3	C912095413	103,236.67	25,867.92	0	0
158	CASH_OUT	325,033.71	C33627542	0	0	C1076385632	505,884.68	830,918.39	0	0
165	PAYMENT	8,881.23	C1466302771	52,552	43,670.77	M1484695868	0	0	0	0
131	TRANSFER	369,241.59	C70208605	0	0	C2009093032	600,144.07	969,385.66	0	0
20	TRANSFER	1,067,740.33	C875553654	30,318	0	C1190332895	706,171.21	1,773,911.54	0	0
306	CASH_OUT	51,688.55	C653116043	97,484	45,795.45	C75404027	0	51,688.55	0	0
277	CASH_OUT	86,892.84	C1054904549	0	0	C1737413597	3,562,908.23	3,649,801.07	0	0
201	PAYMENT	13,573.44	C1958989962	8,030.95	0	M1458926839	0	0	0	0
210	CASH_OUT	119,043.36	C1708887366	59,235	0	C966018940	2,071.78	121,115.14	0	0
138	CASH_IN	118,525.92	C1004455679	8,254	126,779.92	C1138817531	10,942.61	0	0	0
279	CASH_IN	165,732.9	C1166700920	24,118,825.16	24,284,558.06	C2140029833	4,265,312.3	4,099,579.4	0	0
379	CASH_OUT	154,185.03	C870036720	102,213	0	C403203523	2,849,142.19	3,003,327.22	0	0
283	CASH_OUT	390,323.47	C1470234114	0	0	C1108671624	7,956,307	8,346,630.46	0	0
137	PAYMENT	3,427.74	C299881200	79,271	75,843.26	M166585974	0	0	0	0
38	PAYMENT	11,116.3	C182949497	100,283	89,166.7	M264879465	0	0	0	0
548	PAYMENT	8,647.59	C76280739	0	0	M731968202	0	0	0	0
261	PAYMENT	4,218.59	C916536135	0	0	M479987559	0	0	0	0
370	PAYMENT	9,341.45	C1533282587	356,011.4	346,669.95	M1902361050	0	0	0	0
180	PAYMENT	11,314.01	C1485400045	4,954	0	M1780037453	0	0	0	0
182	CASH_OUT	73,443.84	C259671510	0	0	C2036424709	390,784.85	464,228.69	0	0
277	CASH_OUT	52,649.33	C898361720	0	0	C309183527	582,034.1	634,683.43	0	0
350	PAYMENT	28,867.08	C1863138315	489,432.62	460,565.54	M122928567	0	0	0	0
254	CASH_OUT	350,862.7	C579633837	0	0	C256176620	565,803.29	916,666	0	0
306	PAYMENT	4,001.69	C1505174831	0	0	M889368019	0	0	0	0
476	PAYMENT	1,313.84	C1371482499	687	0	M677096722	0	0	0	0
95	PAYMENT	70.43	C661691277	179,729.21	179,658.77	M1056990134	0	0	0	0
203	CASH_IN	258,101.8	C1139500340	6,571,376.26	6,829,478.07	C1961646906	273,732.35	15,630.55	0	0
40	CASH_IN	114,661.67	C566195854	74,943	189,604.67	C1436705538	132,289.56	17,627.89	0	0
354	PAYMENT	15,561.04	C671179936	0	0	M1341078498	0	0	0	0
132	CASH_OUT	88,397.93	C1492200662	0	0	C976164557	124,016.55	212,414.48	0	0
9	CASH_IN	203,214.08	C750708306	40,718	243,932.08	C1450150251	66,322	0	0	0
255	PAYMENT	869.3	C1896972824	50,636	49,766.7	M142342905	0	0	0	0
398	CASH_OUT	74,943.7	C613045705	19,310	0	C267932530	550,236.9	625,180.6	0	0
205	TRANSFER	483,817.09	C523286269	0	0	C2009082452	3,613,174.34	4,096,991.43	0	0
397	CASH_OUT	321,880.19	C675329792	136,454	0	C238668530	666,891.78	988,771.97	0	0
16	PAYMENT	16,087.23	C1160035148	0	0	M341944859	0	0	0	0
567	CASH_OUT	377,484	C418934561	44,917	0	C836249110	183,517.82	561,001.82	0	0
129	PAYMENT	1,850.67	C534811552	21,308	19,457.33	M1542222765	0	0	0	0
182	CASH_OUT	336,369.59	C1118045065	16,600	0	C1540321401	212,669	549,038.59	0	0
276	PAYMENT	6,055.38	C270984175	169,580	163,524.62	M1348089788	0	0	0	0
202	CASH_OUT	321,702.28	C1439410529	312,460	0	C1657041838	1,543,152.49	1,864,854.77	0	0
299	CASH_IN	221.76	C1967837001	6,379,501.84	6,379,723.6	C1956457360	20,261.47	20,039.71	0	0
179	TRANSFER	425,051.28	C350778798	9,674	0	C315161875	594,186.02	1,019,237.31	0	0
16	PAYMENT	27,683.67	C1062669905	0	0	M601174739	0	0	0	0
333	CASH_OUT	104,435.29	C1821052251	0	0	C2041008409	636,129.4	740,564.68	0	0
141	PAYMENT	13,095.09	C1937977255	21,452	8,356.91	M1016860656	0	0	0	0
493	PAYMENT	35,855.04	C184978226	198,804	162,948.96	M1901773897	0	0	0	0
205	CASH_IN	236,545.11	C2104577065	10,997	247,542.11	C1814743278	248,009.03	11,463.93	0	0
549	CASH_IN	149,526.85	C867225445	212,774	362,300.85	C276147479	0	0	0	0
403	CASH_IN	65,376.66	C1817594771	6,289,531.18	6,354,907.84	C1239031261	1,753,805.13	1,688,428.47	0	0
325	PAYMENT	23,661.48	C1268926862	0	0	M1726028995	0	0	0	0
355	CASH_OUT	137,825.36	C934980411	0	0	C1878593739	1,309,962.96	1,447,788.32	0	0

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