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
259	CASH_OUT	306.74	C2089744293	0	0	C1147265015	58,757.97	59,064.71	0
332	CASH_OUT	245,603.71	C483462885	0	0	C781859722	294,719.92	540,323.63	0
33	CASH_IN	126,094.96	C628860567	0	126,094.96	C1774919031	936,144.28	810,049.32	0
18	CASH_OUT	39,039.06	C1539466553	10,531	0	C668496290	0	39,039.06	0
358	PAYMENT	14,416.65	C766865784	71,022	56,605.35	M26334450	0	0	0
557	CASH_OUT	3,571,807.73	C458467003	3,571,807.73	0	C837210602	527,694.86	4,099,502.59	1
45	CASH_IN	79,539.75	C332974974	1,797,501.93	1,877,041.68	C1093326773	1,250,460.49	1,170,920.74	0
324	TRANSFER	41,155.14	C1938787693	0	0	C965582285	646,651.66	687,806.8	0
44	CASH_OUT	30,613.86	C1351905299	0	0	C1959487439	171,015.66	201,629.52	0
201	CASH_OUT	108,152.35	C471918498	0	0	C1956619122	391,492.66	439,784.3	0
186	CASH_OUT	77,070.95	C2076071990	44,461	0	C1251635013	321,144.73	398,215.68	0
299	CASH_OUT	34,535.95	C803102578	0	0	C1163677840	1,089,934.41	1,124,470.36	0
380	PAYMENT	590.42	C237854330	0	0	M468222291	0	0	0
373	CASH_IN	364,611.17	C1060847666	6,806,012	7,170,623.17	C1725729089	13,198,197.23	12,833,586.06	0
96	TRANSFER	64,391.51	C952272486	30,654	0	C2115272939	0	64,391.51	0
332	CASH_IN	182,580.58	C752249171	16,823,066.94	17,005,647.52	C1628305935	1,282,427.01	1,099,846.43	0
329	CASH_OUT	237,365.42	C870490073	0	0	C1900142624	2,997,884.09	3,235,249.51	0
401	CASH_OUT	96,401.16	C1904886797	0	0	C659111169	165,125.28	261,526.45	0
261	CASH_OUT	3,038.52	C1184818773	0	0	C1562596057	87,205.01	90,243.53	0
400	CASH_IN	181,091.22	C1059957983	9,046	190,137.22	C1438724317	130,709.32	0	0
19	CASH_OUT	199,880.57	C1593238336	50,667	0	C163595802	48,349.16	248,229.73	0
202	PAYMENT	14,544.68	C718146358	158,301.4	143,756.71	M612479273	0	0	0
256	CASH_OUT	357,138.18	C1686220160	3,049	0	C421334452	5,369,176.12	5,726,314.3	0
188	PAYMENT	7,905.54	C2133462692	8,454.47	548.93	M265223230	0	0	0
156	PAYMENT	5,436.98	C203733869	144,820.35	139,383.37	M624765905	0	0	0
329	PAYMENT	8,055.17	C1469261142	109,774.52	101,719.35	M514726391	0	0	0
163	CASH_IN	202,646.79	C1041886596	1,592,678.94	1,795,325.74	C314118846	262,984	60,337.21	0
143	CASH_IN	320,017.4	C2003878486	1,585,951.96	1,905,969.36	C1512237066	397,446.66	77,429.26	0
306	CASH_IN	168,396.42	C1501788671	49,531	217,927.42	C415254661	4,699,835.1	4,531,438.67	0
212	TRANSFER	415,348.87	C1169917254	0	0	C1108121945	3,969,109.46	4,384,458.33	0
305	PAYMENT	6,818.83	C650043282	0	0	M961241356	0	0	0
208	CASH_IN	4,620.61	C638580851	7,792,026.79	7,796,647.41	C621725674	215,843.18	211,222.57	0
331	CASH_IN	435,476.6	C1778045467	10,434	445,910.6	C242066590	91,579.46	0	0
11	CASH_OUT	424,514.94	C1913950668	0	0	C1359291582	1,010,351.21	1,434,866.15	0
40	PAYMENT	10,711.53	C1077158062	322,747.55	312,036.03	M1960681514	0	0	0
330	CASH_OUT	263,035.75	C1004987599	1,370	0	C1431287537	391,583.23	654,618.99	0
181	CASH_IN	406,089.78	C591272460	5,768,023.29	6,174,113.06	C1211670018	2,990,942.51	2,584,852.73	0
15	PAYMENT	1,550.29	C645242061	467	0	M1969709985	0	0	0
134	PAYMENT	12,406.09	C517537873	0	0	M2137227475	0	0	0
184	CASH_OUT	78,658.11	C308076436	20,738	0	C1551274145	0	78,658.11	0
234	PAYMENT	38,096.37	C743954791	21,276	0	M408854470	0	0	0
308	CASH_OUT	35,822.46	C736460397	26,456	0	C82607231	0	35,822.46	0
187	CASH_OUT	347,007.77	C2109885508	459	0	C1829859334	969,916.62	1,316,924.4	0
130	CASH_OUT	106,459.79	C228180478	0	0	C1899612260	793,923.91	900,383.7	0
691	CASH_OUT	27,252.29	C1474001830	10,412	0	C461668428	0	27,252.29	0
234	PAYMENT	34,047.48	C1891218037	3,958	0	M1808010967	0	0	0
21	CASH_IN	140,151.34	C886439615	37,291	177,442.34	C686667610	267,842.82	127,691.48	0
165	TRANSFER	355,164.95	C891934152	5,949	0	C1794452359	175,948.99	531,113.94	0
376	PAYMENT	10,333.05	C1587769434	99,886	89,552.95	M952690743	0	0	0
347	TRANSFER	5,264,192.09	C1099182890	0	0	C1046136727	5,534,068.68	10,798,260.77	0
179	CASH_OUT	168,384.54	C449201602	28,215	0	C1960245370	0	168,384.54	0
394	TRANSFER	326,141.46	C1813093274	0	0	C361219510	1,913,688.4	2,239,829.86	0
372	CASH_OUT	70,074.48	C337271944	0	0	C1938569777	4,062,781.6	4,132,856.07	0
155	PAYMENT	24,647.35	C1197562987	252,944.47	228,297.11	M1697205943	0	0	0
184	CASH_OUT	126,752.05	C2065575634	20,757	0	C933810981	54,723.16	181,475.21	0
165	CASH_OUT	5,442.44	C1163436706	0	0	C1811537147	25,638.84	31,081.28	0
9	PAYMENT	9,204.19	C1548675201	0	0	M665734621	0	0	0
259	CASH_OUT	67,775.91	C1082362772	36,279	0	C1175137336	47,707	115,482.91	0
274	CASH_IN	90,130.66	C2091289683	7,869,222.06	7,959,352.73	C1637957781	541,610.35	451,479.69	0
162	PAYMENT	2,231.29	C1450533179	0	0	M779143923	0	0	0
372	CASH_IN	329,085.56	C1106291647	6,679,943.04	7,009,028.6	C2034377028	9,635,403.26	9,306,317.7	0
349	CASH_IN	128,784.74	C1017190612	98,520.56	227,305.31	C1595107386	983,177.04	854,392.3	0
428	TRANSFER	266,291.66	C1303270	0	0	C1595963628	301,316.64	567,608.3	0
139	PAYMENT	4,645.67	C1891568984	63,329.5	58,683.83	M1713997740	0	0	0
284	CASH_OUT	174,676.81	C2125647011	0	0	C831558053	400,214.14	574,890.95	0
41	PAYMENT	7,332.54	C785092027	0	0	M1722541755	0	0	0
155	CASH_IN	99,021.92	C947939568	10,919,479.31	11,018,501.23	C1713874928	2,914,680.27	2,815,658.34	0
205	CASH_OUT	60,656.75	C617953197	39,881	0	C1933571412	0	60,656.75	0
300	PAYMENT	16,182.91	C342467917	50,657	34,474.09	M831714048	0	0	0
47	PAYMENT	2,363.92	C2085058438	10,790.1	8,426.18	M836399448	0	0	0
239	PAYMENT	17,006.59	C851483825	0	0	M428358809	0	0	0
159	PAYMENT	29,343.39	C45280601	93,152	63,808.61	M1692549562	0	0	0
280	CASH_IN	119,204.96	C1295417415	875,483.07	994,688.03	C162399077	548,608.76	429,403.81	0
160	TRANSFER	1,210,061.03	C453754405	11,841	0	C984004979	1,189.98	1,211,251.02	0
471	CASH_OUT	48,693.79	C975127760	16,719	0	C1678232597	82,643.65	131,337.44	0
287	PAYMENT	18,129.48	C640803997	0	0	M144245175	0	0	0
138	CASH_OUT	78,589.87	C458720780	220,567.43	141,977.56	C1552814308	1,185,029.84	1,263,619.7	0
153	PAYMENT	8,401.45	C755066556	0	0	M874035767	0	0	0
376	TRANSFER	3,469,135.16	C1621224516	12,067	0	C2078223050	0	3,469,135.16	0
252	CASH_OUT	243,226.66	C738009939	0	0	C166530898	389,925.8	633,152.45	0
225	PAYMENT	68,433.46	C101505318	47,604.43	0	M1719834311	0	0	0
380	CASH_IN	6,507.26	C1668746705	14,688	21,195.26	C1884375582	0	0	0
355	CASH_OUT	67,059.74	C35419170	0	0	C535264967	7,553,005	7,620,064.74	0
212	CASH_IN	67,165.2	C761782764	100,264	167,429.2	C1284337901	0	0	0
301	PAYMENT	3,944.31	C228305311	593,900.69	589,956.38	M945292244	0	0	0
355	CASH_OUT	85,922.11	C1611053311	0	0	C833947990	247,631.79	333,553.9	0
162	PAYMENT	5,774.86	C1777230001	0	0	M1707815521	0	0	0
137	CASH_OUT	302,562.11	C1626542514	0	0	C1547264403	338,864.35	641,426.47	0
297	TRANSFER	795,181.45	C1936765684	99,333	0	C1269825257	24,892.37	820,073.81	0
305	CASH_IN	101,421.08	C817077570	246,859	348,280.08	C1769818272	154,609.92	53,188.84	0
42	CASH_OUT	243,044.6	C2146871103	0	0	C328294164	4,296,921.47	4,539,966.07	0
34	PAYMENT	2,329.13	C2083323710	0	0	M33872440	0	0	0
281	TRANSFER	419,539.83	C1876621731	0	0	C2114588028	897,028.98	1,316,568.81	0
23	CASH_IN	38,136.13	C1092033597	8,743,280.59	8,781,416.72	C1528004472	175,050.3	136,914.17	0
38	CASH_OUT	81,834.37	C49034088	152,251	70,416.63	C1398776498	64,826.99	146,661.36	0
710	PAYMENT	41,411.9	C78835841	10,880	0	M1235687734	0	0	0
597	CASH_OUT	140,277.01	C1916580428	0	0	C1197075437	6,605,267.42	6,745,544.43	0
375	TRANSFER	215,666.24	C2098523320	0	0	C1459842129	1,318,772.15	1,534,438.39	0
41	CASH_OUT	97,290.02	C924884838	0	0	C1748529283	2,672,796.6	2,770,086.62	0
309	CASH_OUT	218,259.15	C388904816	977,956	759,696.85	C524351926	110,404.57	328,663.73	0

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