step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
135
PAYMENT
17,812.44
C1013221168
0
0
M2036352075
0
0
0
0
233
PAYMENT
19,626.39
C1723746678
0
0
M930243614
0
0
0
0
14
PAYMENT
9,635.45
C1785825175
0
0
M597327922
0
0
0
0
17
CASH_IN
259,986.98
C1166545147
727,635
987,621.98
C503650763
135,619.97
0
0
0
349
CASH_OUT
280,595.74
C420173636
166,371
0
C2112312984
30,252.86
310,848.6
0
0
334
PAYMENT
4,140.56
C962356533
0
0
M1068165158
0
0
0
0
93
PAYMENT
14,605.6
C497972274
212,094
197,488.4
M1768331854
0
0
0
0
594
CASH_IN
100,393.2
C467448997
103,340
203,733.2
C775017768
0
0
0
0
261
CASH_IN
181,842.03
C2047598706
1,896,272.99
2,078,115.02
C1979245568
1,894,506.2
1,712,664.17
0
0
160
PAYMENT
11,027.33
C1371486585
0
0
M520045161
0
0
0
0
43
CASH_IN
285,486.15
C1589604553
426,703.83
712,189.97
C965799065
501,374.79
215,888.64
0
0
203
CASH_IN
162,659.56
C53341601
3,307,150.52
3,469,810.08
C1644592239
458,135.49
295,475.93
0
0
286
PAYMENT
19,261.26
C1863140732
27,608.89
8,347.63
M135771688
0
0
0
0
189
CASH_OUT
135,226.37
C223584695
0
0
C1845209400
1,826,435.87
1,961,662.24
0
0
213
PAYMENT
55,817.97
C556754806
21,646.94
0
M1069145687
0
0
0
0
359
PAYMENT
14,846.38
C28022023
5,506
0
M1953900528
0
0
0
0
136
PAYMENT
2,246.09
C757629411
0
0
M1970165128
0
0
0
0
356
PAYMENT
25,554.71
C221405216
510,896
485,341.29
M794147308
0
0
0
0
252
TRANSFER
209,865.65
C1210801129
0
0
C114044484
2,000,213.45
2,210,079.1
0
0
236
CASH_OUT
144,206.52
C525379185
11,074
0
C1922628637
2,114,408.72
2,258,615.24
0
0
255
CASH_OUT
520,401.49
C1000128758
21,718
0
C1637501586
487,340.25
1,007,741.74
0
0
161
TRANSFER
383,148.03
C107873569
0
0
C1401545238
1,181,391.54
1,564,539.57
0
0
37
PAYMENT
23,638.99
C2112724442
69,619.01
45,980.02
M808590301
0
0
0
0
373
CASH_IN
113,708.39
C695817408
3,774
117,482.39
C216797293
62,999.92
0
0
0
209
CASH_OUT
127,111.29
C1104731185
20,873
0
C1437476844
790,772.04
917,883.33
0
0
43
PAYMENT
19,693.69
C1828098844
487,361.81
467,668.13
M1330168869
0
0
0
0
164
CASH_OUT
168,438.39
C763447217
20,541
0
C1147272123
3,132.97
171,571.36
0
0
184
CASH_IN
181,655.85
C553580733
5,777
187,432.85
C216536748
430,813.9
709,867.78
0
0
226
CASH_OUT
9,316.63
C1210592248
7,773
0
C375279957
1,888,481.44
1,897,798.07
0
0
285
PAYMENT
52,489.98
C1608046900
614,835.63
562,345.65
M1893067749
0
0
0
0
394
PAYMENT
55,893.99
C616604365
144,937
89,043.01
M327082086
0
0
0
0
354
PAYMENT
2,875.54
C2118186229
0
0
M1662616861
0
0
0
0
138
TRANSFER
43,872.1
C846621328
11,112
0
C491549847
323,630.8
367,502.89
0
0
226
CASH_OUT
129,215.57
C1660510836
0
0
C1983028047
663,431.22
792,646.79
0
0
188
CASH_OUT
57,757.71
C1665320590
99,714
41,956.29
C1744697921
0
57,757.71
0
0
374
PAYMENT
16,436.9
C1828677719
1,176
0
M1676552827
0
0
0
0
355
CASH_OUT
318,862.2
C865073522
80,201
0
C393184
193,090.77
511,952.96
0
0
323
CASH_IN
70,945.07
C394854805
19,266,830.42
19,337,775.48
C1449924268
94,867.07
23,922.01
0
0
46
TRANSFER
426,556.08
C341473750
0
0
C1282745381
5,833,797.22
6,260,353.3
0
0
395
PAYMENT
43,095.03
C611359625
0
0
M457915679
0
0
0
0
182
CASH_OUT
110,429.5
C622059174
14,714
0
C1004189530
883,973.97
994,403.47
0
0
164
PAYMENT
15,868.21
C1995097372
267
0
M232350876
0
0
0
0
9
PAYMENT
22,806.56
C954067946
666
0
M587811030
0
0
0
0
236
CASH_IN
6,125.47
C134639901
24,336,397.25
24,342,522.72
C37203681
427,967.22
421,841.74
0
0
10
CASH_OUT
11,910.72
C1314581944
11,594
0
C1258702925
118
12,028.72
0
0
309
CASH_OUT
228,396.93
C1825498830
0
0
C1191783206
345,263.78
573,660.71
0
0
374
PAYMENT
10,794.42
C206550917
0
0
M2132526729
0
0
0
0
10
CASH_OUT
67,927.18
C1374441638
0
0
C1984109
185,458.85
253,386.03
0
0
186
PAYMENT
9,223.23
C938684253
212,144.74
202,921.51
M1330542165
0
0
0
0
299
PAYMENT
10,193.33
C1237739214
0
0
M1781444447
0
0
0
0
282
CASH_OUT
131,138.89
C285813831
0
0
C1329955083
1,135,567.24
1,266,706.12
0
0
40
CASH_OUT
141,597.7
C722835057
25,663
0
C500003863
312,606.65
454,204.35
0
0
299
PAYMENT
10,011.46
C1763003680
0
0
M1409152496
0
0
0
0
376
CASH_OUT
71,427.89
C1585990141
25,857
0
C37215803
0
71,427.89
0
0
449
PAYMENT
13,976.7
C1539353600
112,222
98,245.3
M1114296233
0
0
0
0
350
CASH_IN
179,097.15
C493464102
43,200
222,297.15
C1210239024
830,832.4
651,735.25
0
0
656
CASH_IN
2,899.04
C1705608488
4,784,381.5
4,787,280.54
C1211731036
39,942.91
37,043.87
0
0
305
PAYMENT
22,562.02
C415707115
53,333.24
30,771.22
M1704879970
0
0
0
0
328
PAYMENT
48,840.08
C12823919
166,574.54
117,734.47
M2002303519
0
0
0
0
35
CASH_OUT
136,145.76
C1890756241
0
0
C5690211
1,387,134.92
1,523,280.68
0
0
540
CASH_OUT
24,644.85
C622297035
85,074
60,429.15
C228298481
611,865.86
636,510.71
0
0
166
PAYMENT
5,626.51
C2090139790
40,426
34,799.49
M82835966
0
0
0
0
402
TRANSFER
1,195,179.29
C1778447496
39,893
0
C1865411206
208,497.05
1,403,676.33
0
0
325
PAYMENT
3,706.23
C850940005
0
0
M925407076
0
0
0
0
257
CASH_IN
306,430.81
C1906703064
9,212,435.03
9,518,865.83
C1363753402
744,101.61
437,670.8
0
0
232
CASH_OUT
79,046.67
C1491396586
0
0
C83918920
7,810,785.73
7,889,832.4
0
0
263
CASH_OUT
192,808.61
C1035858984
0
0
C720693683
11,687,772.98
11,880,581.58
0
0
374
CASH_IN
156,403.8
C1286863734
11,808,510.66
11,964,914.45
C677841506
378,292.41
221,888.62
0
0
359
CASH_OUT
162,237.73
C1507829708
0
0
C438143484
493,389.23
655,626.97
0
0
354
PAYMENT
3,300.45
C1760125260
0
0
M1055518487
0
0
0
0
400
PAYMENT
1,219.94
C1771933421
0
0
M888480620
0
0
0
0
138
PAYMENT
22,750.61
C1376586938
11,015
0
M1830664433
0
0
0
0
22
PAYMENT
3,107.35
C1588045569
336,689.72
333,582.37
M1658228171
0
0
0
0
661
CASH_OUT
87,409.79
C671126174
0
0
C1637045135
184,087.2
271,496.99
0
0
348
CASH_OUT
228,241.05
C1911052334
0
0
C695341023
1,489,297.26
1,717,538.31
0
0
160
CASH_OUT
271,403.83
C1962223757
118
0
C854248658
0
271,403.83
0
0
311
PAYMENT
6,473.96
C373500841
10,264
3,790.04
M338547205
0
0
0
0
395
CASH_OUT
334,867.21
C1979342099
844,083
509,215.79
C738579187
264,664.2
599,531.41
0
0
134
CASH_IN
120,923.71
C466728941
14,029
134,952.71
C287036727
30,800
162,693.43
0
0
205
TRANSFER
712,761.09
C2037907677
8,643
0
C11947845
0
712,761.09
0
0
357
PAYMENT
1,333.46
C1017186046
0
0
M219986906
0
0
0
0
332
PAYMENT
10,814.38
C1965374827
9,935
0
M1713827045
0
0
0
0
346
TRANSFER
2,338,223.73
C47502468
0
0
C165321507
3,593,771.33
5,931,995.06
0
0
400
CASH_OUT
36,841.04
C1521737385
0
0
C13599748
354,110.69
390,951.74
0
0
351
CASH_OUT
81,795.19
C731554889
0
0
C202938584
187,700.44
269,495.62
0
0
399
PAYMENT
2,723.76
C784563960
0
0
M540346684
0
0
0
0
14
PAYMENT
13,048.94
C1222336539
191,080.52
178,031.58
M2013220798
0
0
0
0
346
CASH_IN
235,047.53
C1113892393
3,261,897.58
3,496,945.12
C339613322
349,580.09
114,532.55
0
0
18
CASH_OUT
700,345.52
C1879967695
0
0
C576744195
4,862,906.87
5,563,252.39
0
0
404
CASH_IN
132,489.11
C526558473
11,431
143,920.11
C441000817
0
0
0
0
164
CASH_IN
351,504.96
C1644693278
8,216,173.43
8,567,678.39
C491317883
572,345.61
220,840.65
0
0
661
CASH_IN
43,211.53
C1538665422
8,842,302.34
8,885,513.87
C530648354
125,946.52
82,734.99
0
0
474
CASH_IN
140,137.03
C1302955384
4,669,743.1
4,809,880.13
C932559730
561,101.27
420,964.24
0
0
16
CASH_OUT
59,593.77
C1961503765
0
0
C2127339974
134,820.04
194,413.8
0
0
161
CASH_OUT
167,037.03
C855263525
0
0
C619678576
463,896
1,217,689.67
0
0
44
CASH_IN
47,155.62
C2117509660
19,259
66,414.62
C672756004
52,834.62
5,679
0
0
260
CASH_OUT
152,728.9
C780620632
0
0
C1641373070
182,073.59
334,802.5
0
0
134
PAYMENT
22,127.67
C1786014123
0
0
M108436259
0
0
0
0
398
TRANSFER
1,377,885.7
C869984225
31,073
0
C318031855
0
1,377,885.7
0
0
280
TRANSFER
369,527.49
C918984229
0
0
C1737942427
2,123,181.45
2,492,708.94
0
0