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
709
CASH_OUT
325,329.53
C1826231048
145,494
0
C1376226883
0
325,329.53
0
0
709
CASH_IN
19,822.59
C153687067
270
20,092.59
C642131036
534,142.56
514,319.98
0
0
709
CASH_IN
11,395.36
C1243591902
100,674
112,069.36
C2007428511
561,633.06
550,237.7
0
0
709
PAYMENT
46,948
C1792335224
81,699
34,751
M1445642617
0
0
0
0
709
CASH_OUT
704.01
C392339051
10,325
9,620.99
C284267281
0
704.01
0
0
709
PAYMENT
3,168.68
C543973661
216,059
212,890.32
M1822381941
0
0
0
0
709
CASH_OUT
20,112.68
C1816031894
14,907
0
C1854729224
202,555.62
222,668.3
0
0
709
PAYMENT
33,731.4
C1873557692
285,316
251,584.6
M738969821
0
0
0
0
709
CASH_OUT
360,346.48
C985208534
123,036
0
C1524077816
494,059.3
854,405.78
0
0
709
CASH_IN
156,225.38
C621570517
209
156,434.38
C554776461
8,573,611.7
8,417,386.31
0
0
709
PAYMENT
9,534.01
C736873488
451,623
442,088.99
M1507107984
0
0
0
0
709
CASH_IN
228,685.95
C732497626
16,417
245,102.95
C1537762213
0
0
0
0
709
CASH_OUT
663,341.54
C1831698619
159
0
C1021775839
57,007.07
720,348.61
0
0
709
PAYMENT
6,182.6
C416504386
10,460
4,277.4
M1692376556
0
0
0
0
709
PAYMENT
8,922.23
C119789691
30,570
21,647.77
M109750396
0
0
0
0
709
CASH_IN
62,449.78
C76149669
20,017
82,466.78
C1053061329
893,029.17
830,579.39
0
0
709
CASH_OUT
180,783.05
C471936549
1,242
0
C988138425
20,810,627.42
20,991,410.47
0
0
709
PAYMENT
30,950.17
C98094554
10,900
0
M1455574101
0
0
0
0
709
PAYMENT
52,584.26
C488479219
51,977
0
M140037235
0
0
0
0
709
CASH_OUT
251,164.01
C1261266623
165,650
0
C1162798928
2,317,688.67
2,568,852.69
0
0
709
CASH_OUT
453,206.46
C256457579
758
0
C982515477
5,369,715.35
5,822,921.82
0
0
709
PAYMENT
11,470.79
C2120935792
107,683
96,212.21
M815765914
0
0
0
0
709
PAYMENT
4,200.22
C270997928
11,605
7,404.78
M1458829988
0
0
0
0
709
CASH_IN
67,348.15
C2138810467
2,570
69,918.15
C944002689
0
0
0
0
709
PAYMENT
23,324.53
C870628703
407
0
M463870162
0
0
0
0
709
CASH_IN
321,733.55
C1388963800
266,520
588,253.55
C1525692715
6,682,198.77
6,360,465.23
0
0
709
TRANSFER
101,982.79
C1884513618
52,590
0
C1091071142
5,952,060.82
6,054,043.6
0
0
709
CASH_OUT
181,813.59
C1724592194
74,490
0
C1457841888
0
181,813.59
0
0
709
PAYMENT
11,097.44
C1300288705
0
0
M1349127566
0
0
0
0
709
PAYMENT
39,267.25
C997755684
45,391
6,123.75
M68085033
0
0
0
0
709
DEBIT
4,173.08
C1331896245
39,867
35,693.92
C1481419970
921,143.95
925,317.03
0
0
709
CASH_OUT
325,814.71
C1332047274
336,001
10,186.29
C1107007397
231,968.4
557,783.11
0
0
709
DEBIT
6,092.05
C817622729
115
0
C1312468789
196,039.82
202,131.88
0
0
709
PAYMENT
1,495.87
C1139765850
99,279
97,783.13
M338051877
0
0
0
0
709
TRANSFER
344,755.61
C1883923510
30,084
0
C939486606
4,844,821.1
5,189,576.71
0
0
709
TRANSFER
242,296.17
C535302480
242,296.17
0
C1442778560
0
0
1
0
709
CASH_OUT
242,296.17
C657317205
242,296.17
0
C144113427
0
242,296.17
1
0
709
PAYMENT
14,294.96
C28610046
10,312
0
M578560554
0
0
0
0
709
CASH_IN
59,271.73
C2109855140
102,703
161,974.73
C548919903
6,260,650.08
6,201,378.35
0
0
709
PAYMENT
17,753.92
C877623356
159
0
M296863798
0
0
0
0
709
TRANSFER
1,335,312.91
C1377813848
10,772
0
C831590308
65,360.85
1,400,673.76
0
0
709
CASH_IN
188,130.97
C562058826
60,518
248,648.97
C2049820493
129,127.67
0
0
0
709
CASH_IN
28,542.82
C1858163934
24,417
52,959.82
C1136035291
468,133.74
439,590.92
0
0
709
PAYMENT
63,502.27
C1898893640
338
0
M1572335408
0
0
0
0
709
TRANSFER
589,428.94
C2116468938
26,648
0
C1612284142
0
589,428.94
0
0
709
PAYMENT
37,537.29
C438635636
344,905
307,367.71
M495336169
0
0
0
0
709
CASH_OUT
264,609.88
C2133497862
106,017
0
C608053596
10,465,167.1
10,729,776.98
0
0
709
TRANSFER
619,490.74
C927082425
105
0
C1210863140
411,693.53
1,031,184.26
0
0
709
CASH_OUT
110,978.21
C87477129
1,009
0
C1738858389
0
110,978.21
0
0
709
CASH_OUT
9,273.43
C692840628
100,750
91,476.57
C1299805456
166,339.73
175,613.16
0
0
709
CASH_IN
75,398.96
C42643251
31,069
106,467.96
C781510824
4,509,516.79
4,434,117.83
0
0
709
PAYMENT
40,934.09
C617824052
140,519
99,584.91
M386585252
0
0
0
0
709
PAYMENT
6,221.7
C1634895545
99,584.91
93,363.21
M920018579
0
0
0
0
709
CASH_OUT
221,802.59
C188874210
713
0
C732625178
0
221,802.59
0
0
709
TRANSFER
19,931.59
C1243582940
10,692
0
C1731084327
94,573.49
114,505.07
0
0
709
PAYMENT
49,033.46
C1059946856
3,513
0
M990606040
0
0
0
0
709
PAYMENT
37,175.64
C1067525814
80,411
43,235.36
M151441903
0
0
0
0
709
CASH_OUT
42,652.85
C1525884774
21,017
0
C2143765741
1,452,293.78
1,494,946.63
0
0
709
TRANSFER
33,438.32
C982385490
181,516
148,077.68
C908405809
0
33,438.32
0
0
709
CASH_OUT
320,997.64
C212604451
2,314
0
C1654751206
1,044,109.5
1,365,107.14
0
0
709
PAYMENT
20,807.72
C865744880
105,050
84,242.28
M1888616178
0
0
0
0
709
CASH_IN
294,208.13
C986707745
47,738
341,946.13
C1059416098
123,932.15
0
0
0
709
CASH_OUT
24,805.9
C1455354709
775
0
C34906473
60,274.84
85,080.74
0
0
709
CASH_OUT
121,092.42
C888765381
102,573
0
C1298622262
70,840.82
191,933.24
0
0
709
PAYMENT
7,909.26
C1264608710
887
0
M248767860
0
0
0
0
709
CASH_IN
119,379.55
C802589600
907,189
1,026,568.55
C584993597
0
0
0
0
709
CASH_OUT
3,112.97
C1351543500
20,743
17,630.03
C1331228980
153,550.95
156,663.92
0
0
709
CASH_OUT
55,966.19
C411626318
15,072
0
C786782492
0
55,966.19
0
0
709
CASH_OUT
154,134.42
C157369710
24,493
0
C1961851167
53,864.45
207,998.87
0
0
709
CASH_OUT
113,102.18
C317805673
32,277
0
C457893183
0
113,102.18
0
0
709
PAYMENT
47,391.39
C898503793
5,709
0
M1786993429
0
0
0
0
709
TRANSFER
663,528.58
C1766471966
396
0
C1152710013
0
663,528.58
0
0
709
CASH_IN
496,622.18
C1895856706
45,849
542,471.18
C794184009
0
0
0
0
709
CASH_OUT
93,524.21
C879281551
160,021
66,496.79
C1856057440
1,118,407.41
1,211,931.63
0
0
709
PAYMENT
18,891.27
C1153657828
45,437
26,545.73
M2088319147
0
0
0
0
709
CASH_OUT
359,174.03
C249143052
311,304
0
C2133751503
302,919.38
662,093.41
0
0
709
TRANSFER
394,740.06
C2096068581
167
0
C1264449557
1,217,719.94
1,612,460
0
0
709
CASH_OUT
101,817.74
C598523863
208
0
C474780379
3,871,094.14
3,972,911.89
0
0
709
TRANSFER
551,563.99
C371550057
106,744
0
C2125311695
0
551,563.99
0
0
709
CASH_OUT
120,837.19
C1413921630
49,652
0
C1852833821
362,615.19
483,452.38
0
0
709
PAYMENT
49,209.2
C1402060396
150,003
100,793.8
M361099726
0
0
0
0
709
CASH_OUT
17,346.27
C682021432
100,793.8
83,447.53
C1397552312
186,854.57
204,200.85
0
0
709
PAYMENT
28,196.69
C1230704697
509,783
481,586.31
M392672672
0
0
0
0
709
PAYMENT
1,747.85
C769010947
209,256
207,508.15
M863964563
0
0
0
0
709
DEBIT
3,143.37
C582228253
19,829
16,685.63
C1161010711
54,423.11
57,566.47
0
0
709
TRANSFER
558,243.32
C148140638
16,685.63
0
C1435463662
1,893,721.09
2,451,964.42
0
0
709
TRANSFER
167,874.68
C351729778
0
0
C11019257
3,494,075.13
3,661,949.82
0
0
709
TRANSFER
87,202.78
C1605266666
0
0
C490326434
2,218,800.73
2,306,003.51
0
0
709
TRANSFER
320,850.95
C1573976819
0
0
C1169803709
5,269,023.79
5,589,874.74
0
0
709
TRANSFER
356,125.69
C1983718805
0
0
C1377991863
504,337.26
860,462.95
0
0
709
TRANSFER
675,523.93
C1428911688
0
0
C1163550147
3,394,024.85
4,069,548.78
0
0
709
TRANSFER
273,051.66
C2035190075
0
0
C1404837226
510,576.1
783,627.75
0
0
709
TRANSFER
318,787.81
C588510083
0
0
C70442812
1,172,469.64
1,491,257.45
0
0
709
TRANSFER
1,226,547.49
C1016953849
18,378
0
C1292272985
0
1,226,547.49
0
0
709
PAYMENT
15,997.9
C839570196
0
0
M1065386815
0
0
0
0
709
PAYMENT
5,890.73
C53735591
188,393
182,502.27
M1420169611
0
0
0
0
709
PAYMENT
35,355.43
C810613368
11,185
0
M192028214
0
0
0
0
709
TRANSFER
245,369.58
C400060727
8,042
0
C980205132
778,885.4
1,024,254.98
0
0
709
CASH_IN
333,125.32
C1939210254
0
333,125.32
C1398232526
516,636.53
183,511.21
0
0
709
CASH_IN
347,848.67
C1151510334
333,125.32
680,973.99
C1901905414
8,122,242.91
7,774,394.24
0
0