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
694
PAYMENT
17,590.71
C1948454277
122,152.12
104,561.42
M77776012
0
0
0
0
694
PAYMENT
8,645.51
C233645612
30,555
21,909.49
M1309239217
0
0
0
0
694
PAYMENT
1,076.31
C573179088
9,969
8,892.69
M817767101
0
0
0
0
694
DEBIT
5,886.96
C1418116800
3,866
0
C545678897
358,397.87
364,284.82
0
0
694
PAYMENT
13,786.09
C1370980110
0
0
M600436076
0
0
0
0
694
PAYMENT
10,701.2
C1654888546
9,620
0
M53631560
0
0
0
0
694
PAYMENT
5,119.47
C1763117615
257,375
252,255.53
M89733356
0
0
0
0
694
PAYMENT
1,869.15
C2068304045
112,961
111,091.85
M1790322071
0
0
0
0
694
CASH_IN
142,926.11
C1000414364
41,539
184,465.11
C1332598720
65,869.58
0
0
0
694
PAYMENT
760.75
C2012470620
449,740
448,979.25
M846510519
0
0
0
0
694
PAYMENT
1,416.85
C1765124339
459
0
M1514347701
0
0
0
0
694
PAYMENT
20,184.83
C858993564
105,858
85,673.17
M614305100
0
0
0
0
694
PAYMENT
18,245.85
C1613482780
85,673.17
67,427.32
M584041752
0
0
0
0
694
CASH_OUT
58,486.98
C147500302
143
0
C402976338
3,219,529.48
3,278,016.46
0
0
694
CASH_OUT
20,786.68
C1089844918
14,806
0
C113230908
390,832.15
411,618.84
0
0
694
PAYMENT
5,165.5
C2117662367
14,234
9,068.5
M570628933
0
0
0
0
694
PAYMENT
11,768.48
C2147250390
52,547
40,778.52
M315697561
0
0
0
0
694
PAYMENT
10,099.62
C736409938
40,778.52
30,678.9
M294082136
0
0
0
0
694
PAYMENT
8,030.16
C232914558
30,612
22,581.84
M375886778
0
0
0
0
694
CASH_IN
39,882.75
C407340557
11,060
50,942.75
C1342389379
78,621.82
38,739.07
0
0
694
PAYMENT
9,825.53
C869873355
453,692
443,866.47
M826879168
0
0
0
0
694
PAYMENT
13,452.34
C454656784
11,576
0
M1070209424
0
0
0
0
694
CASH_OUT
490,923.82
C1163857868
0
0
C2081300124
566,907.13
1,057,830.95
0
0
694
PAYMENT
171.38
C1032324235
295
123.62
M1784549673
0
0
0
0
694
PAYMENT
12,905.07
C95912811
1,026
0
M942398846
0
0
0
0
694
PAYMENT
41,110.41
C1165634220
0
0
M1597488243
0
0
0
0
694
TRANSFER
132,525.09
C1721942053
59,654
0
C565258427
65,162.98
197,688.07
0
0
694
PAYMENT
4,367.34
C270754
12,941
8,573.66
M339690564
0
0
0
0
694
PAYMENT
1,133.44
C1980348052
106,473
105,339.56
M115008408
0
0
0
0
694
CASH_OUT
78,945.47
C670223312
96,822
17,876.53
C1483770758
0
78,945.47
0
0
694
CASH_IN
39,618.64
C1224844814
10,433
50,051.64
C1950043694
965,213.62
925,594.97
0
0
694
PAYMENT
30,478.39
C1913062572
50,051.64
19,573.25
M596705111
0
0
0
0
694
CASH_OUT
131,194.91
C302845118
6,317
0
C854978717
0
131,194.91
0
0
694
PAYMENT
13,188.55
C1450768679
0
0
M479241504
0
0
0
0
694
CASH_OUT
18,146.39
C954108834
106,992
88,845.61
C1893940609
0
18,146.39
0
0
694
CASH_OUT
43,506.61
C1112283387
50,911
7,404.39
C655788520
0
43,506.61
0
0
694
PAYMENT
4,804.31
C1408004180
7,404.39
2,600.08
M1254913708
0
0
0
0
694
PAYMENT
36,129.67
C109275084
4,297
0
M615136295
0
0
0
0
694
PAYMENT
17,403.58
C343180854
0
0
M1025833730
0
0
0
0
694
PAYMENT
13,277.37
C537155181
2,566
0
M1429871950
0
0
0
0
694
PAYMENT
15,885.98
C1699701993
70,585
54,699.02
M2133426089
0
0
0
0
694
CASH_IN
95,186.52
C2107435295
298
95,484.52
C38291198
415,846
320,659.48
0
0
694
PAYMENT
8,728.5
C2026457999
95,484.52
86,756.02
M1723793491
0
0
0
0
694
CASH_IN
81,640.79
C1390407450
20,156
101,796.79
C383672332
8,638.54
0
0
0
694
CASH_OUT
5,055.92
C1209086031
695
0
C560683395
40,602.54
45,658.45
0
0
694
TRANSFER
899,537.08
C2058784753
0
0
C984281928
5,781,672.36
6,681,209.44
0
0
694
TRANSFER
57,773.72
C1687532908
0
0
C898103811
857,966.27
915,739.99
0
0
694
TRANSFER
229,023.19
C1226777051
0
0
C617205662
5,478,783.58
5,707,806.77
0
0
694
TRANSFER
582,257.81
C147715071
0
0
C426633741
2,533,428.21
3,115,686.01
0
0
694
TRANSFER
316,536.46
C1179270160
0
0
C289294613
984,868.57
1,301,405.03
0
0
694
TRANSFER
1,060,538.62
C264101728
0
0
C1346628906
1,777,486.47
2,838,025.1
0
0
694
TRANSFER
149,841.61
C1058809525
0
0
C442796074
3,205,626.12
3,355,467.73
0
0
694
CASH_IN
176,066.44
C1479112866
10,962
187,028.44
C1636868397
0
0
0
0
694
TRANSFER
656,767.32
C1335125259
597,945
0
C521531280
1,196,805.3
1,853,572.62
0
0
694
PAYMENT
10,262.01
C783545670
17,685
7,422.99
M1883527083
0
0
0
0
694
PAYMENT
6,216.44
C1673252201
50,104
43,887.56
M267079720
0
0
0
0
694
CASH_IN
192,031.11
C1044614486
43,887.56
235,918.67
C1294477652
597,958.38
405,927.28
0
0
694
CASH_IN
97,623.7
C1818782778
235,918.67
333,542.37
C1515084758
953,439.91
855,816.21
0
0
694
CASH_IN
88,089.81
C1367684187
333,542.37
421,632.17
C1750806429
164,022.73
75,932.93
0
0
694
CASH_IN
109,915.28
C79316051
421,632.17
531,547.45
C1078201173
872,207.67
762,292.39
0
0
694
CASH_IN
302,524.44
C640766127
531,547.45
834,071.89
C1940589620
550,586.12
248,061.68
0
0
694
CASH_IN
56,228.1
C152564207
834,071.89
890,299.99
C25753062
970,298.48
914,070.38
0
0
694
CASH_IN
175,641.15
C1900555130
890,299.99
1,065,941.15
C1480551030
278,339.71
102,698.55
0
0
694
CASH_IN
253,397.89
C654733788
1,065,941.15
1,319,339.04
C1170978139
977,387.49
723,989.6
0
0
694
CASH_IN
222,386.24
C194963899
1,319,339.04
1,541,725.28
C1348324694
911,795.39
689,409.16
0
0
694
CASH_IN
118,986.83
C1026619822
1,541,725.28
1,660,712.1
C273507094
1,732,826.99
1,613,840.16
0
0
694
CASH_IN
59,933.43
C227743369
1,660,712.1
1,720,645.53
C1125547560
17,587,694.58
17,527,761.15
0
0
694
CASH_IN
63,022.83
C420421238
1,720,645.53
1,783,668.37
C560178743
1,526,733.38
1,463,710.55
0
0
694
CASH_IN
330,943.03
C1696657373
1,783,668.37
2,114,611.4
C2049299868
1,717,831.45
1,386,888.42
0
0
694
CASH_IN
161,351.56
C1600624478
2,114,611.4
2,275,962.96
C471821863
2,980,064.42
2,818,712.86
0
0
694
CASH_IN
168,276.01
C1247147365
2,275,962.96
2,444,238.96
C963641744
2,774,251.93
2,605,975.93
0
0
694
CASH_IN
10,432.01
C726187767
2,444,238.96
2,454,670.97
C872044845
160,937.33
150,505.33
0
0
694
CASH_IN
150,485.14
C1232396868
2,454,670.97
2,605,156.11
C1828534069
2,137,681.96
1,987,196.83
0
0
694
CASH_IN
43,270.42
C709513555
2,605,156.11
2,648,426.53
C144549863
2,844,130.34
2,800,859.92
0
0
694
CASH_IN
357,066.39
C1339123618
2,648,426.53
3,005,492.92
C685087264
496,648.05
139,581.66
0
0
694
CASH_IN
150,240.54
C553699241
3,005,492.92
3,155,733.46
C1385728890
545,923.86
395,683.32
0
0
694
CASH_IN
260,755.89
C1334343439
3,155,733.46
3,416,489.36
C375816949
3,094,680.38
2,833,924.48
0
0
694
CASH_IN
113,232.33
C934311780
3,416,489.36
3,529,721.68
C164309616
1,321,288.35
1,208,056.02
0
0
694
CASH_IN
493,064.37
C1931016775
3,529,721.68
4,022,786.05
C278649650
5,078,495.29
4,585,430.92
0
0
694
CASH_IN
128,091.66
C1417827842
4,022,786.05
4,150,877.72
C930196191
368,743.34
240,651.68
0
0
694
CASH_IN
332,041.11
C1488872338
4,150,877.72
4,482,918.83
C2023974494
2,159,160.48
1,827,119.36
0
0
694
CASH_IN
66,645.91
C1820406966
4,482,918.83
4,549,564.74
C385765305
102,741.94
36,096.03
0
0
694
CASH_IN
166,286.2
C1484730787
4,549,564.74
4,715,850.93
C370882546
9,067,235.65
8,900,949.46
0
0
694
CASH_IN
428,465.08
C504057576
4,715,850.93
5,144,316.01
C664606759
6,431,280.84
6,002,815.76
0
0
694
CASH_IN
56,755.77
C889330760
5,144,316.01
5,201,071.78
C1787614687
818,715.44
761,959.67
0
0
694
CASH_IN
78,181.88
C1346611930
5,201,071.78
5,279,253.67
C1651548760
1,493,272.31
1,415,090.43
0
0
694
CASH_IN
226,438.29
C1896901464
5,279,253.67
5,505,691.95
C1687870485
2,774,746.41
2,548,308.13
0
0
694
CASH_IN
81,024.72
C891819932
5,505,691.95
5,586,716.67
C957326915
372,844.25
291,819.52
0
0
694
CASH_IN
403,011.18
C275623213
5,586,716.67
5,989,727.85
C1479303123
5,081,834.42
4,678,823.24
0
0
694
CASH_IN
286,956.58
C1572196480
5,989,727.85
6,276,684.43
C359177463
1,031,571.51
744,614.93
0
0
694
CASH_IN
150,924.78
C789396165
6,276,684.43
6,427,609.22
C1937356789
1,536,284.32
1,385,359.54
0
0
694
CASH_IN
433,671.8
C1525435471
6,427,609.22
6,861,281.01
C436236475
13,160,447.35
12,726,775.56
0
0
694
CASH_IN
13,052.25
C655726330
6,861,281.01
6,874,333.27
C2124195305
440,953.62
427,901.37
0
0
694
CASH_IN
48,416.24
C1423405896
6,874,333.27
6,922,749.5
C1289773172
437,049.86
388,633.62
0
0
694
CASH_IN
40,765.84
C315269125
6,922,749.5
6,963,515.34
C1822058871
96,769.21
56,003.37
0
0
694
CASH_IN
2,325.49
C721164327
6,963,515.34
6,965,840.83
C1564383447
1,274,969.35
1,272,643.86
0
0
694
CASH_IN
174,297.26
C567667140
6,965,840.83
7,140,138.09
C126213677
1,904,683.49
1,730,386.24
0
0
694
CASH_IN
30,341.08
C1324848005
7,140,138.09
7,170,479.17
C1636262611
849,185.88
818,844.8
0
0
694
CASH_IN
129,984.01
C159045846
7,170,479.17
7,300,463.18
C1808908553
542,978.78
412,994.77
0
0
694
CASH_IN
30,576.84
C1124975870
7,300,463.18
7,331,040.02
C1110453446
200,406.68
169,829.84
0
0