step
int64
1
743
type
stringclasses
5 values
amount
float64
0
92.4M
nameOrig
stringlengths
5
11
oldbalanceOrg
float64
0
59.6M
newbalanceOrig
float64
0
49.6M
nameDest
stringlengths
2
11
oldbalanceDest
float64
0
356M
newbalanceDest
float64
0
356M
isFraud
int64
0
1
isFlaggedFraud
int64
0
1
692
CASH_OUT
130,499.63
C1037293967
0
0
C293365709
268,291.9
398,791.53
0
0
692
CASH_OUT
171,193.88
C533009118
0
0
C1595616613
171,789.08
342,982.96
0
0
692
CASH_OUT
146,652
C1842264242
0
0
C1742012718
902,529.41
1,049,181.41
0
0
692
CASH_OUT
93,060.41
C1289962433
0
0
C556120281
379,630.18
472,690.59
0
0
692
CASH_OUT
308,755.21
C1876948083
0
0
C1739759798
454,619.13
763,374.35
0
0
692
CASH_OUT
160,045.54
C1480280244
0
0
C1866846191
286,898.27
446,943.82
0
0
692
CASH_OUT
83,771.81
C1084780585
0
0
C1405977974
424,053.04
507,824.86
0
0
692
CASH_OUT
376,850.29
C369348278
0
0
C1946858890
409,958.26
786,808.55
0
0
692
CASH_OUT
191,946.81
C116382825
0
0
C1911550096
2,290,584.81
2,482,531.63
0
0
692
CASH_OUT
67,158.88
C76765928
0
0
C82348961
293,130.66
360,289.55
0
0
692
CASH_OUT
124,688.7
C129588075
0
0
C1614408869
1,075,170.3
1,199,859
0
0
692
CASH_OUT
37,362.13
C264717140
0
0
C1382819863
4,806,929.37
4,844,291.5
0
0
692
CASH_OUT
23,114.07
C1999882833
0
0
C1965888552
1,238,311.76
1,261,425.83
0
0
692
CASH_OUT
61,789.59
C1768528453
0
0
C1243695958
112,470.5
174,260.09
0
0
692
CASH_OUT
70,740.42
C608630272
0
0
C1781100751
2,232,528.46
2,303,268.88
0
0
692
CASH_OUT
50,253.03
C288279615
0
0
C947499683
805,323.71
855,576.75
0
0
692
CASH_OUT
28,676.83
C2024209673
0
0
C980908977
311,093.34
339,770.16
0
0
692
CASH_OUT
122,012.24
C1564015594
0
0
C1324806799
1,191,580.15
1,313,592.39
0
0
692
CASH_OUT
11,030.06
C1323167931
0
0
C1923280403
1,676,055.71
1,687,085.76
0
0
692
CASH_OUT
264,547.63
C695566955
0
0
C2037608548
488,364.59
752,912.22
0
0
692
CASH_OUT
153,880.01
C1718906105
0
0
C567404374
184,779.6
338,659.61
0
0
692
CASH_OUT
32,579.63
C2080980086
0
0
C2069868277
559,880.59
592,460.22
0
0
692
CASH_OUT
125,851.53
C1576026980
0
0
C2108221168
7,518,679.87
7,644,531.4
0
0
692
CASH_OUT
97,981.28
C1486087275
0
0
C1759104559
1,063,171.17
1,161,152.45
0
0
692
CASH_OUT
147,296.17
C499468324
0
0
C908521775
285,248.81
432,544.98
0
0
692
CASH_OUT
28,375.83
C672808294
0
0
C2053343168
8,219,927.95
8,248,303.77
0
0
692
CASH_OUT
77,180.46
C2007933026
0
0
C1923018211
5,047,774.59
5,124,955.05
0
0
692
CASH_OUT
93,859.69
C811184704
0
0
C226741796
1,103,333.81
1,197,193.5
0
0
692
CASH_OUT
257,209.59
C124405767
0
0
C275914681
1,203,557.75
1,460,767.34
0
0
692
CASH_OUT
32,705.57
C2128786561
0
0
C423814257
2,448,302.02
2,481,007.6
0
0
692
CASH_OUT
11,320.12
C2093852303
0
0
C1689534666
847,503.23
858,823.35
0
0
692
CASH_OUT
99,468.64
C24887524
0
0
C1169269854
1,343,150.71
1,442,619.35
0
0
692
CASH_OUT
216,144.53
C1409583804
0
0
C2077482638
302,281.39
518,425.92
0
0
692
CASH_OUT
143,551.14
C1059678721
0
0
C2020427991
382,445.51
525,996.65
0
0
692
CASH_OUT
145,722.85
C776034997
0
0
C777206892
1,710,787.3
1,856,510.16
0
0
692
CASH_OUT
314,334.31
C1902297977
0
0
C1112107132
1,284,860.01
1,599,194.33
0
0
692
CASH_OUT
23,155.78
C29619843
0
0
C1051547560
36,142.58
59,298.36
0
0
692
CASH_OUT
257,020.42
C1968111064
0
0
C1147181748
732,926.86
989,947.28
0
0
692
CASH_OUT
49,543.56
C1375638838
0
0
C211700466
83,626.57
133,170.13
0
0
692
CASH_OUT
307,646.19
C920710523
0
0
C1817321970
5,885,238.38
6,192,884.56
0
0
692
CASH_OUT
623,934.7
C671707850
0
0
C327369834
1,525,169.01
2,149,103.71
0
0
692
CASH_OUT
15,425.92
C715913774
0
0
C311901651
8,105,488.85
8,120,914.76
0
0
692
CASH_OUT
173,789.87
C257531240
0
0
C326347016
410,258.41
584,048.28
0
0
692
CASH_OUT
367,012.22
C1055072973
0
0
C2092868934
1,138,917.92
1,505,930.15
0
0
692
CASH_OUT
33,347.83
C1570740473
0
0
C1536189988
15,281,726.8
15,315,074.63
0
0
692
CASH_OUT
54,726.43
C672166894
0
0
C1775320488
89,887.01
144,613.43
0
0
692
CASH_OUT
56,673.68
C1801525593
0
0
C4652549
1,307,758.69
1,364,432.37
0
0
692
CASH_OUT
91,158.51
C1286847410
0
0
C142952852
297,033.57
388,192.08
0
0
692
CASH_OUT
134,989.19
C1841998477
0
0
C1048904329
223,308.03
358,297.22
0
0
692
CASH_OUT
117,253.97
C1190018009
0
0
C534605111
144,147.35
261,401.31
0
0
692
CASH_OUT
164,424.68
C631654796
0
0
C585823170
247,538.09
411,962.77
0
0
692
CASH_OUT
325,206.88
C1956190369
0
0
C351037549
590,276.73
915,483.62
0
0
692
CASH_OUT
54,256.8
C1287608957
0
0
C1079496207
446,455.68
500,712.48
0
0
692
CASH_OUT
390,673.04
C2075693248
0
0
C1191343725
9,049,903.62
9,440,576.66
0
0
692
PAYMENT
6,914.04
C1824873490
55,335
48,420.96
M1352994107
0
0
0
0
692
CASH_OUT
128,090.81
C1719650784
30,523
0
C2138422111
0
128,090.81
0
0
692
CASH_IN
297,359.15
C1509845887
585
297,944.15
C1450028485
0
0
0
0
692
CASH_IN
356,594.17
C522033566
297,944.15
654,538.31
C982818879
2,697,650.52
2,341,056.35
0
0
692
CASH_IN
323,692.07
C1730773907
654,538.31
978,230.39
C1445814382
486,821.64
163,129.57
0
0
692
CASH_IN
161,760.54
C2139186783
978,230.39
1,139,990.92
C1116042575
289,165.89
127,405.36
0
0
692
CASH_IN
127,619.89
C1427005251
1,139,990.92
1,267,610.81
C1486546931
1,298,201.81
1,170,581.92
0
0
692
CASH_IN
81,804.45
C640478485
1,267,610.81
1,349,415.26
C61904053
3,192,722.84
3,110,918.39
0
0
692
CASH_IN
255,363.48
C229824344
1,349,415.26
1,604,778.74
C1405508598
1,951,041.15
1,695,677.67
0
0
692
CASH_IN
512,453.99
C2037775151
1,604,778.74
2,117,232.74
C1090666185
4,027,880.02
3,515,426.03
0
0
692
CASH_IN
271,486.42
C1587955461
2,117,232.74
2,388,719.16
C388527192
3,481,111.8
3,209,625.38
0
0
692
CASH_IN
126,660.5
C522407297
2,388,719.16
2,515,379.65
C1047181691
2,466,215.63
2,339,555.13
0
0
692
CASH_IN
97,097.95
C78659882
2,515,379.65
2,612,477.6
C790436748
413,240.03
316,142.08
0
0
692
CASH_IN
85,249.76
C1388998160
2,612,477.6
2,697,727.37
C2141236463
548,020.38
462,770.62
0
0
692
CASH_IN
164,591.19
C1043891491
2,697,727.37
2,862,318.56
C1962424713
3,620,524.81
3,455,933.62
0
0
692
CASH_IN
363,585.03
C1005754400
2,862,318.56
3,225,903.59
C1689362735
843,421.55
479,836.52
0
0
692
CASH_IN
31,426.76
C1036859237
3,225,903.59
3,257,330.35
C1798569326
526,808.26
495,381.5
0
0
692
CASH_IN
46,494.98
C1022784546
3,257,330.35
3,303,825.33
C1878546554
187,519.78
141,024.8
0
0
692
CASH_IN
60,908.99
C1184759554
3,303,825.33
3,364,734.32
C401491194
654,447.1
593,538.11
0
0
692
CASH_IN
191,323.78
C1761696873
3,364,734.32
3,556,058.1
C102021090
552,892.12
361,568.34
0
0
692
CASH_IN
239,988.49
C1034102835
3,556,058.1
3,796,046.59
C1280383931
352,759.18
112,770.68
0
0
692
CASH_IN
5,103.99
C846929089
3,796,046.59
3,801,150.58
C446552967
216,817.57
211,713.59
0
0
692
CASH_IN
11,705.35
C465010787
3,801,150.58
3,812,855.93
C1910026569
98,526.6
86,821.25
0
0
692
CASH_IN
90,620.62
C2025223528
3,812,855.93
3,903,476.55
C951786303
463,507.37
372,886.75
0
0
692
CASH_IN
169,642.48
C1550858493
3,903,476.55
4,073,119.03
C653481271
3,522,622.64
3,352,980.16
0
0
692
CASH_IN
338,703.51
C914860710
4,073,119.03
4,411,822.54
C1573574112
681,385.94
342,682.43
0
0
692
CASH_IN
154,940.08
C294949005
4,411,822.54
4,566,762.63
C2128569037
285,664.33
130,724.25
0
0
692
CASH_IN
42,790.12
C1522711266
4,566,762.63
4,609,552.74
C1258581382
180,882.57
138,092.45
0
0
692
CASH_IN
176,479.88
C120116887
4,609,552.74
4,786,032.62
C31037693
273,811.82
97,331.94
0
0
692
CASH_IN
140,943.14
C208772686
4,786,032.62
4,926,975.76
C1367141756
298,762.55
157,819.41
0
0
692
CASH_IN
270,215.26
C970221493
4,926,975.76
5,197,191.02
C1617893543
462,824.35
192,609.09
0
0
692
CASH_IN
108,233.29
C1989074887
5,197,191.02
5,305,424.31
C1193528862
426,939.53
318,706.24
0
0
692
CASH_IN
150,320.99
C928195567
5,305,424.31
5,455,745.3
C692090840
1,121,295.39
970,974.4
0
0
692
CASH_IN
103,757.84
C936396965
5,455,745.3
5,559,503.14
C719945765
134,141.6
30,383.77
0
0
692
CASH_IN
17,926.67
C765683749
5,559,503.14
5,577,429.81
C2098202023
282,480.54
264,553.87
0
0
692
CASH_IN
92,608.86
C768862897
5,577,429.81
5,670,038.67
C441406959
745,386.42
652,777.56
0
0
692
CASH_IN
267,258
C53602495
5,670,038.67
5,937,296.67
C701133424
2,661,080.03
2,393,822.03
0
0
692
CASH_IN
15,721.4
C907091228
5,937,296.67
5,953,018.08
C1470826579
348,069.72
332,348.32
0
0
692
CASH_IN
160,360.67
C4565435
5,953,018.08
6,113,378.75
C56465523
12,952,688.06
12,792,327.39
0
0
692
CASH_IN
323,487.84
C854674784
6,113,378.75
6,436,866.59
C1439502645
492,677.58
169,189.73
0
0
692
CASH_IN
184,605.36
C1040789393
6,436,866.59
6,621,471.95
C928051601
10,213,894.44
10,029,289.08
0
0
692
CASH_IN
119,192.86
C13515953
6,621,471.95
6,740,664.81
C845970059
226,652.92
107,460.06
0
0
692
CASH_IN
197,070.32
C770397538
6,740,664.81
6,937,735.14
C1839689485
423,473.09
226,402.77
0
0
692
CASH_IN
189,700.03
C365533170
6,937,735.14
7,127,435.16
C239891468
239,858.68
50,158.66
0
0
692
CASH_IN
63,503.11
C1649100669
7,127,435.16
7,190,938.27
C378022845
141,846.97
78,343.86
0
0
692
CASH_IN
47,793.07
C328320049
7,190,938.27
7,238,731.34
C1805199336
986,208.82
938,415.75
0
0