step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
15
PAYMENT
193.91
C988902397
95,072.24
94,878.33
M749363216
0
0
0
0
159
CASH_IN
365,399.14
C191137109
163,801
529,200.14
C302010127
0
0
0
0
404
CASH_OUT
272,822.37
C503445719
0
0
C532759845
1,118,584.23
1,391,406.6
0
0
178
CASH_OUT
66,487.76
C646902716
0
0
C313837598
369,547.52
436,035.29
0
0
377
PAYMENT
13,683.33
C149016904
92,750
79,066.67
M1958158684
0
0
0
0
370
PAYMENT
6,542.01
C1114953702
52,652
46,109.99
M1559132685
0
0
0
0
181
CASH_OUT
234,822.93
C1578717880
5,036
0
C1550849193
4,372,995.96
4,607,818.89
0
0
374
PAYMENT
19,532.27
C2095575509
0
0
M1671457897
0
0
0
0
334
PAYMENT
21,589.79
C1371827865
49,817
28,227.21
M615485748
0
0
0
0
304
DEBIT
2,779.93
C1376542503
0
0
C370494848
420,262.98
423,042.91
0
0
228
CASH_OUT
221,684.95
C485161794
752
0
C884317773
90,480.63
312,165.58
0
0
154
CASH_OUT
170,463.85
C816625621
69,425
0
C1644537068
457,672.46
551,917.32
0
0
159
TRANSFER
254,009.26
C1957027935
268,916.19
14,906.94
C1183628867
387,018
641,027.26
0
0
9
TRANSFER
943,526.88
C1054935769
0
0
C1275435326
969,970.47
4,748,180.14
0
0
349
CASH_IN
301,224.21
C394284141
13,931,594.72
14,232,818.93
C403948990
2,070,694.43
1,769,470.22
0
0
37
CASH_OUT
249,905.17
C891344211
0
0
C1261158092
427,951.23
677,856.4
0
0
137
CASH_OUT
360,634.83
C506278420
719,752
359,117.17
C34339657
1,593,245.36
1,953,880.19
0
0
239
CASH_OUT
108,125.91
C71224353
30,863
0
C702832758
0
108,125.91
0
0
42
CASH_OUT
65,679.42
C884562751
1,436
0
C858511026
50,600.88
116,280.3
0
0
227
CASH_OUT
80,606.87
C861486968
0
0
C1232638212
104,419.16
185,026.03
0
0
352
CASH_OUT
287,342.5
C159985446
31,491
0
C1963224299
0
287,342.5
0
0
20
CASH_IN
172,630.84
C394069211
2,068,522.75
2,241,153.58
C1185582492
1,358,449.18
1,341,376.83
0
0
162
CASH_OUT
172,242.42
C1472543910
10,674
0
C2087544165
0
172,242.42
0
0
179
PAYMENT
3,199.36
C345665732
0
0
M354052738
0
0
0
0
280
PAYMENT
104,415.15
C1435450910
119,650.86
15,235.7
M987337032
0
0
0
0
179
CASH_IN
195,236.57
C361451847
90,736
285,972.57
C695737803
575,564.07
380,327.49
0
0
327
CASH_OUT
191,848.83
C88448714
10,084
0
C1659751340
4,488,490.12
4,680,338.95
0
0
308
PAYMENT
18,478.51
C1308325225
0
0
M554413137
0
0
0
0
525
CASH_OUT
48,340.41
C439350342
678
0
C615945834
0
48,340.41
0
0
227
PAYMENT
15,238.56
C1034887173
2,796
0
M1592428209
0
0
0
0
153
PAYMENT
10,509.8
C237515111
5,506
0
M201154288
0
0
0
0
137
PAYMENT
16,693.1
C2091072448
101,019
84,325.9
M1574773980
0
0
0
0
402
PAYMENT
20,974.21
C814864692
0
0
M849726090
0
0
0
0
162
PAYMENT
6,366.09
C1719409955
0
0
M507065084
0
0
0
0
356
PAYMENT
7,604.57
C719942262
0
0
M320889935
0
0
0
0
204
PAYMENT
19,913.53
C611770482
0
0
M1561007815
0
0
0
0
354
CASH_IN
441,308.44
C1691930327
20,856
462,164.44
C1453880046
3,707,988.41
3,266,679.97
0
0
688
CASH_IN
29,662.09
C1958666891
40,012
69,674.09
C383187482
0
0
0
0
134
CASH_OUT
208,155.83
C67888572
46,836
0
C2092573098
0
208,155.83
0
0
347
CASH_OUT
169,865.27
C672814622
150
0
C1559029461
0
169,865.27
0
0
298
CASH_OUT
449,013.14
C1399810606
51,744
0
C1211413575
129,197.22
578,210.36
0
0
186
PAYMENT
37,313.51
C1432017492
4,103
0
M1730257836
0
0
0
0
40
CASH_IN
119,570.38
C333332979
4,921,168.21
5,040,738.59
C204187449
370,691.04
251,120.66
0
0
395
TRANSFER
374,795.68
C2026718850
6,081
0
C1616012825
2,028,915.18
2,403,710.85
0
0
305
CASH_OUT
206,014.24
C1499121007
0
0
C1593451016
6,710,738.35
6,916,752.6
0
0
186
CASH_IN
116,988.38
C918102507
13,147
130,135.38
C146295466
0
0
0
0
11
PAYMENT
13,845.1
C1696563371
0
0
M249149124
0
0
0
0
208
TRANSFER
114,655.39
C1820815019
0
0
C1425015283
3,652,238.51
3,766,893.9
0
0
329
PAYMENT
1,411.58
C968998236
0
0
M397387779
0
0
0
0
201
CASH_OUT
160,597.31
C944965857
14,775
0
C250323223
188,746.54
349,343.84
0
0
350
CASH_IN
110,773.73
C1368218671
5,287,595.11
5,398,368.84
C2055271019
3,309,530.17
3,198,756.44
0
0
207
CASH_IN
74,127.22
C808066583
1,657,110.57
1,731,237.79
C170366610
3,356,907.84
3,282,780.62
0
0
236
PAYMENT
13,145.46
C1108015230
14,276
1,130.54
M886856007
0
0
0
0
10
CASH_OUT
310,025.83
C1060849377
0
0
C2038949354
346,150.29
656,176.12
0
0
374
TRANSFER
56,847.43
C1871258663
0
0
C1609325677
1,399,483.6
1,456,331.03
0
0
159
PAYMENT
10,927.55
C1117081081
0
0
M1821497533
0
0
0
0
42
CASH_OUT
28,363.98
C1591037371
0
0
C1836819191
126,149.68
154,513.66
0
0
18
CASH_OUT
263,138.6
C343951575
49,973
0
C1817160490
0
263,138.6
0
0
205
CASH_OUT
317,621.41
C521584331
0
0
C633018462
889,112.15
1,206,733.56
0
0
232
CASH_OUT
179,852.65
C1740291123
12,003
0
C467023012
461,645.45
641,498.1
0
0
369
PAYMENT
10,381.53
C349133943
74,666
64,284.47
M1664017165
0
0
0
0
17
PAYMENT
10,194.81
C746504313
132,667.33
122,472.52
M750114081
0
0
0
0
184
PAYMENT
33,355.3
C2024161808
42,694.8
9,339.51
M2080950491
0
0
0
0
346
CASH_IN
107,291.56
C1911550554
6,228,810.39
6,336,101.95
C455836419
791,896.94
684,605.38
0
0
165
CASH_OUT
231,164.29
C901749001
0
0
C1656407490
427,709.54
658,873.83
0
0
178
PAYMENT
8,643.86
C1411780719
5,043
0
M22409654
0
0
0
0
211
PAYMENT
3,662.68
C758907450
25,356
21,693.32
M1642562260
0
0
0
0
139
CASH_IN
64,195.14
C499710037
3,648,145.74
3,712,340.88
C339598347
103,192.94
38,997.79
0
0
17
CASH_IN
47,576.4
C631014718
100,268
147,844.4
C1665958176
0
0
0
0
201
PAYMENT
9,221.09
C387440629
0
0
M577252687
0
0
0
0
306
CASH_OUT
53,679.3
C1643217533
14,393.19
0
C2008560738
625,360.49
679,039.79
0
0
323
CASH_IN
294,631.87
C1034045615
4,441,102.53
4,735,734.41
C152482090
1,491,753.83
1,197,121.96
0
0
140
CASH_IN
239,919.04
C1063342402
9,912
249,831.04
C736844481
58,117.88
0
0
0
393
PAYMENT
52,158.29
C187704942
0
0
M876835446
0
0
0
0
205
CASH_OUT
72,972.67
C793480023
20,406
0
C10812306
244,550
12,319.2
0
0
375
CASH_OUT
81,925.99
C1449872162
14,440
0
C773235295
102,080.56
184,006.56
0
0
394
CASH_OUT
178,628.94
C591205484
0
0
C1370116613
1,900,881.61
2,079,510.55
0
0
139
CASH_OUT
76,562.32
C1189119291
251,366
174,803.68
C83081010
0
76,562.32
0
0
301
CASH_OUT
317,037.95
C1773676572
308,565
0
C1725285891
333,356.43
650,394.38
0
0
131
CASH_OUT
285,308.48
C1163938052
314,338
29,029.52
C219234499
0
285,308.48
0
0
407
PAYMENT
15,199.23
C1462539986
27,820
12,620.77
M190572729
0
0
0
0
359
PAYMENT
6,226.01
C1791181470
61,428
55,201.99
M1219089991
0
0
0
0
354
CASH_OUT
369,197.41
C491760646
55,372
0
C630526241
0
369,197.41
0
0
333
TRANSFER
679,255.4
C807545555
0
0
C826533976
1,155,388.33
1,834,643.73
0
0
324
TRANSFER
2,045,832.23
C18750748
27,370.38
0
C1107197014
2,066,538.49
4,112,370.72
0
0
359
PAYMENT
21,867.49
C768370862
469,186.93
447,319.43
M555438106
0
0
0
0
279
PAYMENT
5,388.44
C522167944
140,315.23
134,926.79
M807071456
0
0
0
0
163
CASH_OUT
207,713.42
C1945077010
30,481
0
C247792898
260,040.47
467,753.9
0
0
354
TRANSFER
164,719.4
C1897612737
0
0
C1882389831
497,892.47
662,611.87
0
0
205
PAYMENT
57,520.92
C238280879
121,879.11
64,358.19
M1193907228
0
0
0
0
19
CASH_IN
83,326.71
C23241874
28,378.28
111,705
C786641356
282,452.44
199,125.73
0
0
403
TRANSFER
942,200.49
C991032312
15,965
0
C889382224
991,128.01
1,933,328.51
0
0
381
CASH_OUT
135,258.44
C47995626
0
0
C503413071
469,557.64
604,816.09
0
0
210
CASH_OUT
181,129.54
C652240325
0
0
C970036466
5,124,319.6
5,305,449.15
0
0
134
PAYMENT
19,358.8
C384240789
0
0
M1309998172
0
0
0
0
522
CASH_IN
72,013.55
C361878190
10,560,007.33
10,632,020.88
C1808585861
5,825,891.93
5,753,878.39
0
0
546
TRANSFER
873,760.96
C1338307253
10,095
0
C175393498
266,977.26
1,140,738.22
0
0
300
PAYMENT
1,557.38
C556196085
0
0
M1792224942
0
0
0
0
15
PAYMENT
9,382.02
C733078420
51,279
41,896.98
M258586411
0
0
0
0
379
CASH_OUT
11,974.5
C1202925499
0
0
C1954270983
5,587,985.63
5,599,960.14
0
0