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
5
PAYMENT
415.98
C1502819908
5,126
4,710.02
M1743186770
0
0
0
0
5
PAYMENT
1,281.34
C65583344
10,988
9,706.66
M1523941008
0
0
0
0
5
PAYMENT
462.23
C439636632
4,074
3,611.77
M1255708407
0
0
0
0
5
CASH_OUT
173,210.02
C204572772
3,611.77
0
C453211571
5,001,591.5
5,174,801.52
0
0
5
CASH_OUT
138,480.68
C2103527052
1,191
0
C1235151206
57,606.45
196,087.14
0
0
5
PAYMENT
774.48
C1165585194
20,185
19,410.52
M1268261468
0
0
0
0
5
PAYMENT
9,479.49
C1273684451
19,410.52
9,931.02
M1011387188
0
0
0
0
5
PAYMENT
1,438.63
C853972908
9,931.02
8,492.39
M946260334
0
0
0
0
5
PAYMENT
1,925.08
C606061176
50,195
48,269.92
M1551301860
0
0
0
0
5
PAYMENT
2,057.11
C1521179441
362
0
M1409864883
0
0
0
0
5
PAYMENT
2,224.41
C249483336
456,004.22
453,779.81
M1705282731
0
0
0
0
5
CASH_OUT
272,045.87
C1700143613
453,779.81
181,733.94
C977993101
690,691.73
962,737.6
0
0
5
PAYMENT
2,515.55
C2011815080
151,162
148,646.45
M265096845
0
0
0
0
5
PAYMENT
2,803.61
C1313671691
148,646.45
145,842.84
M440435702
0
0
0
0
5
PAYMENT
8,847.07
C603259018
145,842.84
136,995.77
M1152113439
0
0
0
0
5
PAYMENT
5,089.69
C1645251795
5,894
804.31
M2094132308
0
0
0
0
5
PAYMENT
27,655.2
C2007716372
804.31
0
M1833045213
0
0
0
0
5
PAYMENT
4,754.82
C198341554
105,213
100,458.18
M2014481872
0
0
0
0
5
TRANSFER
132,427.3
C1426344756
40,217
0
C380242442
0
132,427.3
0
0
5
CASH_OUT
180,009.7
C685605293
0
0
C1922859107
429,475.91
609,485.61
0
0
5
PAYMENT
852.95
C805976295
51,484
50,631.05
M1553616699
0
0
0
0
5
PAYMENT
4,392.73
C733012599
11,470
7,077.27
M1864683077
0
0
0
0
5
TRANSFER
268,571.64
C243801670
7,077.27
0
C787033725
435,950.07
646,196.83
0
0
5
PAYMENT
8,479.04
C6650683
333
0
M753570330
0
0
0
0
5
PAYMENT
3,833.36
C1702180644
3,137
0
M734097378
0
0
0
0
5
TRANSFER
134,294.1
C14050562
138
0
C191614132
10,768.1
145,062.2
0
0
5
DEBIT
3,092.94
C2018794816
33,476
30,383.06
C153950082
15,680.93
18,773.87
0
0
5
PAYMENT
30,981.44
C877959545
30,383.06
0
M340418158
0
0
0
0
5
PAYMENT
4,532.37
C654821264
5,098
565.63
M2112036973
0
0
0
0
5
PAYMENT
3,016.29
C1844240889
565.63
0
M731081476
0
0
0
0
5
PAYMENT
1,903.52
C850465441
64,497
62,593.48
M1446362322
0
0
0
0
5
TRANSFER
72,825.75
C1549565124
6,038
0
C660143728
31,280.33
160,577.57
0
0
5
PAYMENT
4,026.05
C1814554368
10,834
6,807.95
M1455019071
0
0
0
0
5
DEBIT
2,298.7
C764490006
29,723
27,424.3
C757257137
38,799.34
41,098.04
0
0
5
PAYMENT
263.87
C303354428
25,188
24,924.13
M1096296601
0
0
0
0
5
PAYMENT
7,798.4
C1498944673
19,889
12,090.6
M2112194333
0
0
0
0
5
PAYMENT
4,112.38
C1238642607
16,261
12,148.62
M1229511404
0
0
0
0
5
PAYMENT
6,204.45
C1345069688
203,281
197,076.55
M18913807
0
0
0
0
5
PAYMENT
1,754.73
C1767994579
42,560
40,805.27
M1718705321
0
0
0
0
5
PAYMENT
2,976.65
C1467981309
61,243
58,266.35
M1376425471
0
0
0
0
5
PAYMENT
3,770.26
C816821377
36,731
32,960.74
M1549218345
0
0
0
0
5
CASH_OUT
220,070.01
C2012011563
32,960.74
0
C1899073220
3,068,761.77
3,288,831.78
0
0
5
PAYMENT
4,704
C1901009476
37,758
33,054
M1007264592
0
0
0
0
5
TRANSFER
56,471.48
C1495931010
312,830
256,358.52
C660143728
104,106.08
160,577.57
0
0
5
PAYMENT
1,534.11
C1211533832
80,274
78,739.89
M1101149296
0
0
0
0
5
PAYMENT
4,562.21
C817896503
78,739.89
74,177.67
M967306405
0
0
0
0
5
PAYMENT
1,901.5
C1170032467
74,177.67
72,276.18
M359463456
0
0
0
0
5
PAYMENT
15,211.91
C637365534
72,276.18
57,064.27
M590966720
0
0
0
0
5
PAYMENT
32,876.85
C202453803
57,064.27
24,187.42
M2120115571
0
0
0
0
5
PAYMENT
2,883.1
C805659195
24,187.42
21,304.32
M1487559828
0
0
0
0
5
PAYMENT
38,371.41
C1562883265
21,304.32
0
M1356806123
0
0
0
0
5
PAYMENT
19,561.11
C1263567729
0
0
M1091844211
0
0
0
0
5
PAYMENT
9,452.85
C569707820
0
0
M146540182
0
0
0
0
5
PAYMENT
16,780.75
C1194870779
0
0
M655304911
0
0
0
0
5
PAYMENT
20,526.64
C773512559
0
0
M1182463628
0
0
0
0
5
PAYMENT
4,477.03
C1131963943
0
0
M493844439
0
0
0
0
5
PAYMENT
17,390.17
C1709580464
0
0
M1958310934
0
0
0
0
5
PAYMENT
27,401.26
C1953529336
0
0
M315059566
0
0
0
0
5
PAYMENT
7,414.66
C1181756454
0
0
M2035743034
0
0
0
0
5
PAYMENT
18,850.92
C238998613
0
0
M666596577
0
0
0
0
5
PAYMENT
11,430.59
C1617784108
0
0
M775739186
0
0
0
0
5
PAYMENT
1,766.71
C1457005276
0
0
M716724378
0
0
0
0
5
PAYMENT
7,632.13
C565658860
31,257
23,624.87
M1769640623
0
0
0
0
5
PAYMENT
2,261.59
C2124645278
11,748
9,486.41
M381118552
0
0
0
0
5
PAYMENT
3.75
C222088774
51,376
51,372.25
M820959908
0
0
0
0
5
PAYMENT
4,408.24
C1387462740
55,772
51,363.76
M2137741298
0
0
0
0
5
PAYMENT
3,117.04
C340715687
704,521.71
701,404.67
M1387473776
0
0
0
0
5
CASH_OUT
55,207.84
C415768786
701,404.67
646,196.83
C716083600
1,368,603.53
1,423,811.37
0
0
5
PAYMENT
4,962
C1027158270
197.55
0
M1582427182
0
0
0
0
5
PAYMENT
12,479.16
C368223295
0
0
M1281743075
0
0
0
0
5
PAYMENT
7,464.54
C942649169
1,472
0
M1775113446
0
0
0
0
5
PAYMENT
5,820.27
C1771935420
11,545
5,724.73
M190704044
0
0
0
0
5
PAYMENT
472.63
C1322093233
18,173
17,700.37
M1472057002
0
0
0
0
5
PAYMENT
12,986.85
C1385208471
17,700.37
4,713.51
M920914400
0
0
0
0
5
PAYMENT
3,590.58
C341742991
15,803
12,212.42
M758104368
0
0
0
0
5
PAYMENT
24,921.84
C2076029472
12,212.42
0
M1828724670
0
0
0
0
5
TRANSFER
145,374.18
C219286908
34,060
0
C54617902
12,996.44
158,370.61
0
0
5
PAYMENT
3,401.12
C1592228783
7,065
3,663.88
M1214115553
0
0
0
0
5
PAYMENT
9,080.77
C634250683
72,543
63,462.23
M950625683
0
0
0
0
5
PAYMENT
1,648.13
C1576422186
10,279
8,630.87
M2063309971
0
0
0
0
5
PAYMENT
7,792.99
C819027530
8,630.87
837.89
M1135026238
0
0
0
0
5
PAYMENT
491.11
C744983675
70,925
70,433.89
M173965920
0
0
0
0
5
PAYMENT
325.72
C818396783
13,845
13,519.28
M1251724953
0
0
0
0
5
CASH_OUT
190,944.55
C1510967269
13,519.28
0
C173783788
227,513.56
418,458.11
0
0
5
DEBIT
2,065.17
C607929158
19,545
17,479.83
C1458849419
40,975.4
43,040.57
0
0
5
PAYMENT
1,894.12
C688239976
11,736
9,841.88
M1040079319
0
0
0
0
5
PAYMENT
437.22
C468238626
66,563
66,125.78
M1560844138
0
0
0
0
5
PAYMENT
5,210.66
C1503844182
51,132
45,921.34
M375201108
0
0
0
0
5
PAYMENT
3,897.56
C1273048940
3,881
0
M1389056701
0
0
0
0
5
PAYMENT
25.08
C488388565
21,558
21,532.92
M1666530975
0
0
0
0
5
PAYMENT
2,574.1
C683005404
726
0
M1082073129
0
0
0
0
5
PAYMENT
3,920.64
C1996620584
52,213
48,292.36
M1173015408
0
0
0
0
5
PAYMENT
1,288.03
C1131932964
1,086
0
M2050024203
0
0
0
0
5
DEBIT
3,768.1
C499950630
65,148
61,379.9
C831775261
10,717
1,772.04
0
0
5
PAYMENT
905.86
C242113956
20,018
19,112.14
M1913425792
0
0
0
0
5
PAYMENT
1,744.46
C257495665
40,919
39,174.54
M2009885224
0
0
0
0
5
PAYMENT
4,433.42
C187931144
30,489
26,055.58
M492135521
0
0
0
0
5
PAYMENT
29,762.68
C1515730720
26,055.58
0
M1322359657
0
0
0
0
5
PAYMENT
9,531.19
C1504033633
19,001.72
9,470.53
M1868933720
0
0
0
0
5
PAYMENT
628.34
C1956602275
9,470.53
8,842.18
M920102538
0
0
0
0