step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
329
TRANSFER
572,584.49
C667405206
0
0
C554932392
1,921,226.48
2,493,810.98
0
0
133
CASH_IN
142,370.67
C1391230072
2,340,768.73
2,483,139.39
C66104659
232,914.1
90,543.43
0
0
139
PAYMENT
7,579.1
C626438951
0
0
M1194296048
0
0
0
0
312
PAYMENT
2,966.95
C1397261040
3,287
320.05
M512974358
0
0
0
0
286
CASH_IN
227,276.99
C128835322
81,926
309,202.99
C151710552
1,063,653.03
836,376.04
0
0
213
CASH_IN
111,470.72
C1329468691
1,926,216.89
2,037,687.61
C1626543342
1,160,191.42
1,048,720.7
0
0
186
PAYMENT
12,257.55
C72947890
184,524.77
172,267.22
M1337787833
0
0
0
0
307
CASH_IN
133,738.01
C1151567016
26,319,760.73
26,453,498.74
C180410804
247,450.92
113,712.92
0
0
325
CASH_OUT
318,147.67
C1377914653
0
0
C494509898
3,450,562.63
3,768,710.3
0
0
659
CASH_OUT
347,893.67
C1518441845
42,522
0
C1382916232
392,156.07
740,049.74
0
0
11
PAYMENT
8,480.67
C1262991233
460,322.26
451,841.6
M1350740311
0
0
0
0
21
PAYMENT
877.19
C4347231
0
0
M689761321
0
0
0
0
402
PAYMENT
13,075.56
C474301022
296
0
M1742436455
0
0
0
0
349
PAYMENT
39,063.06
C1088453485
16,633
0
M237536305
0
0
0
0
227
PAYMENT
23,809.42
C289969207
0
0
M953657696
0
0
0
0
183
CASH_OUT
66,591.45
C1189537139
105,132
38,540.55
C360625359
1,723,789.44
1,790,380.89
0
0
323
PAYMENT
19,363.36
C1809858965
58,026.82
38,663.46
M774798467
0
0
0
0
138
TRANSFER
481,610.45
C542009534
0
0
C2126903159
910,425.5
1,392,035.96
0
0
306
TRANSFER
184,987.91
C545037605
0
0
C1971398428
1,143,425.11
1,328,413.02
0
0
253
CASH_IN
11,733.76
C1119150008
1,305,740.17
1,317,473.93
C576006251
3,298,410.93
3,286,677.17
0
0
683
PAYMENT
12,147.58
C1123499855
0
0
M1023215613
0
0
0
0
283
TRANSFER
75,547.72
C744782627
0
0
C1994359806
172,842.85
248,390.57
0
0
129
CASH_OUT
43,146.51
C1235555393
82,277
39,130.49
C1805401417
0
43,146.51
0
0
282
CASH_IN
115,093.51
C1731931790
1,563
116,656.51
C917521830
233,429.06
118,335.55
0
0
251
CASH_OUT
292,541.97
C1059147605
0
0
C834165401
2,965,769.41
3,258,311.38
0
0
327
PAYMENT
1,286.79
C1378618140
41,817
40,530.21
M1421347961
0
0
0
0
379
CASH_IN
217,118.98
C1328363107
49,863
266,981.98
C230896059
0
0
0
0
8
TRANSFER
295,741.74
C2046791222
20,371
0
C2145867337
58,205.66
353,947.41
0
0
134
CASH_OUT
201,023.17
C1907031343
350,052.84
149,029.68
C1316301165
2,262,350.91
2,463,374.08
0
0
159
CASH_IN
31,074.41
C1033357200
7,566,527.55
7,597,601.96
C1956390110
1,587,339.95
1,631,023.91
0
0
279
CASH_OUT
5,015.26
C1025142098
48,926
43,910.74
C836878064
0
5,015.26
0
0
299
CASH_IN
104,946.24
C607865461
553
105,499.24
C974700192
74,982.75
0
0
0
215
PAYMENT
1,478.2
C1453375486
12,150
10,671.8
M119707834
0
0
0
0
18
CASH_IN
263,434.24
C1882083066
3,616,104.02
3,879,538.26
C19341580
352,676.52
89,242.28
0
0
187
CASH_IN
62,083.66
C837451032
26,155,197
26,217,280.65
C1166210050
7,239,767.57
7,177,683.91
0
0
38
CASH_IN
154,727.69
C76219373
2,973,182.96
3,127,910.65
C1184531001
2,826,954.77
2,672,227.08
0
0
379
CASH_OUT
102,730.01
C287524370
10,891
0
C232298579
0
102,730.01
0
0
350
PAYMENT
1,932.2
C523860650
0
0
M1106628495
0
0
0
0
396
TRANSFER
302,555.98
C1977975482
0
0
C1560190757
14,141,691.6
14,444,247.58
0
0
153
CASH_OUT
354,682.33
C821253782
0
0
C1891097973
528,893.17
883,575.49
0
0
331
TRANSFER
415,005.62
C1663155463
531,385
116,379.38
C836450427
0
415,005.62
0
0
232
CASH_IN
154,313.42
C1132849204
63
154,376.42
C53097320
1,355,755.14
1,201,441.72
0
0
157
CASH_OUT
150,931.11
C1932653220
44,276
0
C727996315
0
284,141.63
0
0
377
CASH_OUT
35,557.81
C1796094285
0
0
C155559097
212,247.53
247,805.34
0
0
205
CASH_IN
116,853.2
C399887909
583,983.09
700,836.28
C229234288
0
0
0
0
377
CASH_OUT
186,506.63
C1976745737
82,170
0
C1562374942
0
186,506.63
0
0
206
CASH_IN
454,085.57
C533576628
104,213
558,298.57
C1338399295
77,601.09
0
0
0
617
CASH_IN
80,008.9
C1381121020
1,333,451.02
1,413,459.92
C51336228
1,593,176.9
1,513,167.99
0
0
140
CASH_OUT
75,246.79
C440863762
30,594
0
C387672535
508,298.77
583,545.55
0
0
326
CASH_OUT
210,438.72
C290553994
0
0
C7556812
7,917,600.94
8,128,039.66
0
0
202
PAYMENT
3,938.47
C1224088388
53,257
49,318.53
M566150266
0
0
0
0
43
CASH_OUT
291,673.64
C1808605361
11,208
0
C1440652678
8,004,619.51
8,296,293.15
0
0
94
CASH_OUT
3,059.26
C254338214
0
0
C218007578
512,040.43
515,099.69
0
0
140
CASH_OUT
339,644.1
C547127995
11,584
0
C1205044567
1,407,654.77
1,747,298.87
0
0
141
CASH_OUT
60,027.93
C1712721692
0
0
C1623711032
1,212,168.08
1,272,196.01
0
0
15
CASH_OUT
235,513.11
C932649298
0
0
C2143015292
284,267.13
519,780.23
0
0
372
CASH_OUT
71,733.87
C991812665
52,046
0
C937302985
705,675.74
777,409.61
0
0
599
PAYMENT
1,595.04
C291885543
11,138.8
9,543.76
M419037492
0
0
0
0
304
CASH_OUT
12,607.6
C218279154
11,325
0
C1474915399
3,278,397.15
3,291,004.75
0
0
141
CASH_OUT
108,916.49
C1581025737
0
0
C1699590974
449,316.3
558,232.79
0
0
39
PAYMENT
4,085.43
C669089459
32,200
28,114.57
M964781020
0
0
0
0
188
CASH_IN
139,085.39
C946509408
22,530
161,615.39
C514184548
527,222.63
388,137.24
0
0
156
CASH_OUT
252,960.55
C115886381
22,959
0
C1183617409
0
252,960.55
0
0
131
CASH_OUT
229,324.71
C164879116
0
0
C362544194
1,093,845.58
1,323,170.29
0
0
225
TRANSFER
175,778.65
C1049056677
69,452
0
C49148547
127,455.2
303,233.85
0
0
208
PAYMENT
6,946.07
C1824980859
90,285
83,338.93
M906588087
0
0
0
0
347
CASH_IN
258,919.11
C1917392184
12,225
271,144.11
C1620393782
82,098.63
0
0
0
12
CASH_IN
122,530.51
C2021658704
2,153,388.53
2,275,919.04
C1283946940
4,112,376.1
3,989,845.59
0
0
517
CASH_IN
60,594.91
C1687801250
33,873
94,467.91
C1358235805
17,478.64
0
0
0
236
CASH_OUT
146,698.27
C1699386097
5,037
0
C1551889328
427,935.5
574,633.77
0
0
182
CASH_IN
184,378.43
C245084131
9,144,875.29
9,329,253.72
C1918267415
1,994,651.86
1,923,550.33
0
0
282
PAYMENT
16,127.57
C196653631
0
0
M137993344
0
0
0
0
279
CASH_OUT
60,504.99
C711581053
66,547
6,042.01
C352745767
602,222.99
662,727.98
0
0
155
PAYMENT
7,106.69
C1304508413
0
0
M11894435
0
0
0
0
297
CASH_IN
187,078.72
C1638772682
21,418
208,496.72
C1874135349
254,265.45
67,186.73
0
0
251
TRANSFER
37,557.27
C1804673482
25,852
0
C1313168303
405,418.34
442,975.61
0
0
19
CASH_IN
89,472.69
C9557921
326,837.38
416,310.07
C1359346789
2,909,455.53
2,819,982.85
0
0
204
CASH_IN
106,939.77
C1098652685
12,587
119,526.77
C371536128
3,585,095.81
3,478,156.05
0
0
47
CASH_OUT
8,061.89
C1845927218
5,496
0
C55767914
0
9,705.91
0
0
346
PAYMENT
52,424.11
C593571678
190,900.14
138,476.03
M2120363671
0
0
0
0
34
CASH_OUT
303,898.59
C394977536
11,589
0
C1949905859
18,288.61
322,187.19
0
0
370
CASH_IN
68,764.71
C689107568
4,323,255.25
4,392,019.96
C433227927
131,009.86
62,245.15
0
0
688
PAYMENT
11,768.06
C2049678225
0
0
M655440236
0
0
0
0
154
TRANSFER
718,847.3
C1521014359
0
0
C1317189808
2,918,342.92
3,637,190.23
0
0
181
CASH_OUT
85,909.54
C224930664
148,210
62,300.46
C1729721117
684,728.51
770,638.05
0
0
332
PAYMENT
21,988.96
C908033257
29,759.43
7,770.47
M1282302833
0
0
0
0
385
PAYMENT
4,174.25
C1755644711
835
0
M2059111174
0
0
0
0
252
CASH_IN
324,375.58
C1572756986
433
324,808.58
C688238869
841,635.53
517,259.95
0
0
298
PAYMENT
33,783.1
C1628128509
145,290
111,506.9
M833294985
0
0
0
0
284
CASH_IN
21,393.35
C1137320734
2,224,215.09
2,245,608.44
C2105161776
61,155.36
39,762.01
0
0
352
CASH_OUT
250,738.19
C78305425
12,321
0
C369383684
0
250,738.19
0
0
544
PAYMENT
12,940.35
C52994451
0
0
M1995760422
0
0
0
0
612
PAYMENT
15,150.74
C1664556948
5,038
0
M1675505671
0
0
0
0
354
CASH_IN
101,974.8
C75003727
11,032
113,006.8
C735864200
16,315.26
0
0
0
327
PAYMENT
53,338.32
C510773926
0
0
M523403781
0
0
0
0
202
PAYMENT
4,456.31
C498098140
92,763
88,306.69
M605695299
0
0
0
0
155
CASH_IN
358,787.5
C1674332928
20,651
379,438.5
C53390601
0
0
0
0
181
CASH_IN
71,399.45
C1306651740
22,866
94,265.45
C1247909330
1,500.63
0
0
0
40
PAYMENT
6,545.53
C1480340353
0
0
M1061300068
0
0
0
0
354
CASH_OUT
53,829.65
C573892015
4,619
0
C1111231242
451,050.74
504,880.39
0
0