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
8
CASH_IN
201,343.47
C1505507968
5,652,417.72
5,853,761.19
C1297685781
1,102,633.75
3,258,726.36
0
0
8
CASH_IN
410,487.41
C1781010162
5,853,761.19
6,264,248.59
C1722141669
690,849.63
1,118,549.36
0
0
8
CASH_IN
161,915.86
C622826006
6,264,248.59
6,426,164.46
C582320549
456,867.01
1,382,676.85
0
0
8
CASH_IN
118,356.66
C1311360565
6,426,164.46
6,544,521.12
C1520941958
150,292.92
31,936.26
0
0
8
CASH_IN
36,361.73
C1996070218
6,544,521.12
6,580,882.85
C909295153
10,653,772.22
10,946,293.06
0
0
8
CASH_IN
152,993.5
C1552696057
6,580,882.85
6,733,876.35
C1040847151
5,760,863.69
7,984,433.54
0
0
8
CASH_IN
114,515.56
C98235484
6,733,876.35
6,848,391.91
C1583798365
289,780.96
115,712.16
0
0
8
CASH_IN
41,949.66
C96633532
6,848,391.91
6,890,341.57
C2078745453
1,673,490.19
2,675,912.96
0
0
8
CASH_IN
321,078.51
C1072389251
6,890,341.57
7,211,420.08
C1100767002
361,138.04
253,838.43
0
0
8
CASH_IN
110,218.27
C30296589
7,211,420.08
7,321,638.35
C1552859894
804,917.87
3,018,034.04
0
0
8
CASH_IN
15,469.91
C1399076476
7,321,638.35
7,337,108.26
C2110335494
19,622.4
4,152.5
0
0
8
CASH_IN
312,173.47
C1117948366
7,337,108.26
7,649,281.73
C1266035080
3,779,861.72
3,232,606.04
0
0
8
CASH_IN
150,866.26
C667470429
7,649,281.73
7,800,147.99
C1189861498
343,533.85
922,482.19
0
0
8
CASH_IN
170,765.05
C1420128907
7,800,147.99
7,970,913.04
C665576141
9,424,188.2
14,786,300.22
0
0
8
CASH_IN
2,355.63
C637561269
7,970,913.04
7,973,268.68
C1816384733
19,984
149,415.73
0
0
8
CASH_IN
56,262.18
C1891264578
7,973,268.68
8,029,530.85
C1947645280
435,495.55
338,481.61
0
0
8
CASH_IN
95,491.86
C289525290
8,029,530.85
8,125,022.71
C1426317832
147,588.63
52,096.77
0
0
8
CASH_IN
24,123.88
C1854916515
8,125,022.71
8,149,146.59
C2036926986
226,083.29
45,538.4
0
0
8
CASH_IN
81,180.48
C1265059334
8,149,146.59
8,230,327.08
C1805683209
6,107,399.34
7,428,081.5
0
0
8
CASH_IN
52,163.7
C1757208400
8,230,327.08
8,282,490.77
C2053639017
218,250.51
143,799.17
0
0
8
CASH_IN
77,218.55
C1997761779
8,282,490.77
8,359,709.32
C526035976
736,677.89
404,380.68
0
0
8
CASH_IN
29,725.4
C1739657069
8,359,709.32
8,389,434.72
C1423992712
10,865,294.8
13,803,333.72
0
0
8
CASH_IN
153,568.14
C370615019
8,389,434.72
8,543,002.87
C1192983708
192,961.48
98,055.06
0
0
8
CASH_IN
262,010.06
C408889638
8,543,002.87
8,805,012.93
C2109097173
857,499.88
147,308.68
0
0
8
CASH_IN
132,683.08
C1959246378
104,133
236,816.08
C1883788127
272,826.25
228,885.23
0
0
8
PAYMENT
3,789.92
C467802552
39,887
36,097.08
M885878869
0
0
0
0
8
CASH_IN
244,788.64
C1438280179
52
244,840.64
C1269605689
10,808
580,828.11
0
0
8
PAYMENT
4,332.11
C484806532
7,952
3,619.89
M390163065
0
0
0
0
8
PAYMENT
1,659.95
C1221721884
600,985.17
599,325.22
M1310908932
0
0
0
0
8
CASH_OUT
167,964.25
C2114702827
599,325.22
431,360.97
C1298177219
306,052.07
1,618,631.97
0
0
8
CASH_OUT
53,605.31
C1644524273
7,448
0
C992713622
90,307.49
672,128.12
0
0
8
CASH_IN
304,952.32
C627787954
20,792
325,744.32
C1958390694
351,246.81
0
0
0
8
CASH_OUT
338,415.6
C2088811737
34,775
0
C1601211078
31,632
0
0
0
8
CASH_OUT
46,570.29
C1556369975
132
0
C1859965144
244,158.38
998,355.01
0
0
8
TRANSFER
1,252,026.65
C354361764
0
0
C863811613
7,090,203.9
14,247,328.87
0
0
8
TRANSFER
889,960.6
C1783547245
0
0
C1477979030
10,336,958.13
11,875,848.5
0
0
8
TRANSFER
127,560.85
C332515977
0
0
C1181708889
905,265.16
684,138.15
0
0
8
TRANSFER
923,943.77
C1836742446
0
0
C2029310301
971,147.72
1,315,451.65
0
0
8
TRANSFER
1,799,894.61
C17070372
0
0
C1030706332
2,394,708.71
3,036,551.46
0
0
8
TRANSFER
578,852.19
C503161284
0
0
C362585233
1,151,179.21
2,489,006.65
0
0
8
TRANSFER
104,885.27
C15050096
0
0
C1329589315
225,460.97
711,930.13
0
0
8
TRANSFER
294,090.87
C1041789253
0
0
C1570256460
6,086,365.33
9,281,535.44
0
0
8
TRANSFER
1,661,561.3
C477623035
0
0
C1373172466
2,170,701.89
4,791,597.89
0
0
8
TRANSFER
554,719.79
C1819575088
0
0
C158876320
4,465,790.2
2,984,846.84
0
0
8
TRANSFER
882,252.93
C1092056555
12,542
0
C316919580
27,765.93
72,978.01
0
0
8
CASH_IN
94,792.33
C1022932693
38,107.1
132,899.43
C1273939873
787,906.82
1,525,464.32
0
0
8
PAYMENT
1,596.78
C532380571
132,899.43
131,302.65
M1469974111
0
0
0
0
8
CASH_OUT
7,641.79
C769427818
340
0
C280663936
0
108,775.04
0
0
8
CASH_OUT
27,441.92
C1416354842
19,151
0
C624685600
108,525
1,263,934.85
0
0
8
CASH_OUT
6,356.09
C273154735
3,462
0
C148665287
48
0
0
0
8
PAYMENT
16,489.11
C935543303
2,633
0
M2124225100
0
0
0
0
8
CASH_IN
140,978.44
C1956418185
16,849
157,827.44
C1214025054
30,699
0
0
0
8
PAYMENT
633.01
C605137871
103,855
103,221.99
M158271024
0
0
0
0
8
CASH_OUT
18,879.39
C532029995
760,989.59
742,110.2
C1300519073
1,361,215.28
807,759.84
0
0
8
PAYMENT
20,271.74
C263123854
742,110.2
721,838.46
M642281063
0
0
0
0
8
PAYMENT
11,626.41
C1474798104
721,838.46
710,212.04
M2045670837
0
0
0
0
8
CASH_OUT
341,150.1
C27581317
157,269
0
C91463800
0
1,510,495.57
0
0
8
CASH_OUT
192,726.4
C1685759616
11,644
0
C1834562806
1,904.84
28,215.74
0
0
8
PAYMENT
3,678.57
C250036085
50,083
46,404.43
M70164673
0
0
0
0
8
CASH_OUT
105,378.28
C603011890
59,692
0
C977339684
5,632
0
0
0
8
CASH_OUT
119,080.91
C302962538
900
0
C2112142735
91,420.06
39,612.46
0
0
8
TRANSFER
1,550,338.48
C623201993
203,575
0
C1254893565
263,886.45
2,085,959.07
0
0
8
CASH_IN
179,116.64
C1425857028
92
179,208.64
C949483950
0
612,054.13
0
0
8
CASH_IN
7,780.54
C2122208002
5,233
13,013.54
C1209188932
0
0
0
0
8
CASH_OUT
151,989.95
C439320096
123
0
C265713738
41,977
72,726.45
0
0
8
CASH_OUT
219,790.61
C368257194
0
0
C758888772
276,369.89
956,858.04
0
0
8
CASH_OUT
23,382.21
C661515498
0
0
C590038354
31,181
54,563.21
0
0
8
CASH_OUT
296,733.83
C730287430
0
0
C62593131
535,820.11
208,013.13
0
0
8
CASH_OUT
131,451.55
C1245243496
0
0
C668345982
436,134.83
879,599.54
0
0
8
CASH_OUT
382,402.52
C1182937085
0
0
C7881234
1,068,819.73
1,100,454.23
0
0
8
CASH_OUT
400,830.39
C247501179
0
0
C1022680775
412,681.71
1,070,858.6
0
0
8
CASH_OUT
24,242.67
C524026008
0
0
C660101474
712,327.26
1,549,746.57
0
0
8
CASH_OUT
290,565.97
C315281599
0
0
C934085675
947,614.38
695,754.55
0
0
8
CASH_OUT
141,362.28
C1163983068
0
0
C1340904400
245,252.34
0
0
0
8
CASH_OUT
129,598.84
C1327620674
0
0
C1277694634
258,650.06
425,085.65
0
0
8
CASH_OUT
119,000.81
C820380670
0
0
C2013342140
282,495.23
363,158.84
0
0
8
CASH_OUT
97,097.16
C1953325685
0
0
C1877059833
814,263.55
0
0
0
8
CASH_OUT
12,012.08
C906609212
0
0
C662736689
8,425,232.67
8,488,789.41
0
0
8
CASH_OUT
3,363.94
C1996096845
0
0
C1986798172
24,566
0
0
0
8
CASH_OUT
5,293.75
C1979912607
0
0
C787593204
14,472
0
0
0
8
CASH_OUT
32,141.1
C1776466912
0
0
C847761155
138,244.24
0
0
0
8
CASH_OUT
36,358.61
C293768386
0
0
C1793436274
124,759.51
109,554.1
0
0
8
CASH_OUT
11,419.08
C930362322
0
0
C1962165946
659,549.29
490,685.21
0
0
8
CASH_OUT
61,683.35
C1494569802
0
0
C1670989986
78,264.49
0
0
0
8
CASH_OUT
57,741.74
C626314803
0
0
C1171953426
149,614
21,918.94
0
0
8
CASH_OUT
326,909.44
C548774599
0
0
C1247600089
4,313,963.11
6,965,916.76
0
0
8
CASH_OUT
63,563.8
C919207840
0
0
C506046490
135,922.47
254,084.28
0
0
8
CASH_OUT
90,193.96
C1161131312
0
0
C2127862399
218,618.39
1,388,195.29
0
0
8
CASH_OUT
58,201.8
C1175654131
0
0
C1927159174
1,061,513.46
762,973.35
0
0
8
CASH_OUT
233,007.48
C1270693740
0
0
C1805683209
6,026,218.85
7,428,081.5
0
0
8
CASH_OUT
114,321.39
C854654276
0
0
C237988421
773,144.7
1,720,474.04
0
0
8
CASH_OUT
219,685.64
C1552061151
0
0
C1359484306
4,572,678.82
7,364,724.84
0
0
8
CASH_OUT
349,544.23
C37255978
0
0
C653745564
2,149,849.51
2,463,244.43
0
0
8
CASH_OUT
301,050.58
C551314014
0
0
C928023753
705,202.59
636,296.03
0
0
8
CASH_OUT
126,753.63
C359903708
0
0
C526035976
659,459.34
404,380.68
0
0
8
CASH_OUT
319,085.9
C1571802567
0
0
C1354725727
3,994,925.15
4,529,886.44
0
0
8
CASH_OUT
269,621.21
C479140979
0
0
C157316544
353,272.85
1,094,373.33
0
0
8
CASH_OUT
264,883.85
C1593983790
0
0
C447691425
3,670,494.84
6,795,453.82
0
0
8
CASH_OUT
8,140.71
C1467475011
0
0
C643956982
51,022
18,259.12
0
0
8
CASH_OUT
61,332.73
C1947585183
0
0
C522632546
377,027.51
1,210,658.29
0
0