step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
186
CASH_IN
43,115.41
C427005441
8,316,334.88
8,359,450.29
C106303416
2,694,031.18
2,650,915.76
0
0
188
PAYMENT
1,408.77
C1359417325
99,765
98,356.23
M369555754
0
0
0
0
181
CASH_OUT
251,225.77
C2074796244
41,290
0
C685696333
5,124,625.51
5,375,851.29
0
0
186
CASH_OUT
329,093.01
C1946350945
163,894
0
C1961399086
163,766.23
492,859.24
0
0
18
CASH_OUT
111,900.86
C1239333334
38,599
0
C34949923
0
111,900.86
0
0
356
PAYMENT
11,348.41
C1602089084
9,611.61
0
M1756029493
0
0
0
0
203
PAYMENT
2,249.75
C102483840
49,824
47,574.25
M926772394
0
0
0
0
178
CASH_OUT
339,983.69
C1483999363
150,825.86
0
C1151286694
1,797,411.66
2,137,395.36
0
0
11
PAYMENT
22,006.91
C1477296233
187,492.15
165,485.24
M1819638608
0
0
0
0
255
PAYMENT
16,964.15
C648700740
21,330
4,365.85
M157710685
0
0
0
0
35
TRANSFER
125,132.6
C1616958476
292,194
167,061.4
C2085899258
0
125,132.6
0
0
542
CASH_OUT
20,450.59
C1514420564
0
0
C792102955
739,119.08
759,569.67
0
0
35
CASH_IN
124,651.74
C1794179829
20,960
145,611.74
C99867722
467,335.09
342,683.35
0
0
240
PAYMENT
7,443.29
C1655583311
311
0
M976098062
0
0
0
0
35
PAYMENT
18,520.37
C1346718641
37,618.39
19,098.02
M1530543057
0
0
0
0
325
CASH_OUT
240,938.14
C1159198332
0
0
C1643218906
677,911.3
918,849.44
0
0
8
PAYMENT
5,000.93
C804921125
0
0
M1348049534
0
0
0
0
403
PAYMENT
1,375.93
C805028279
39,672.19
38,296.26
M118328816
0
0
0
0
142
PAYMENT
9,387.6
C1478451246
101,296.39
91,908.79
M1595492079
0
0
0
0
203
CASH_OUT
304,736.65
C1150179328
50,526
0
C1689033792
46,995.26
351,731.91
0
0
284
CASH_IN
154,063.93
C605074781
7,054,719.28
7,208,783.21
C1782776914
388,415.07
234,351.14
0
0
13
CASH_IN
413,032.46
C776744634
3,756
416,788.46
C102218247
114,764.69
0
0
0
189
CASH_OUT
290,132.99
C42598404
0
0
C261821285
1,772,735.07
2,062,868.06
0
0
328
TRANSFER
1,086,782.27
C1260349918
0
0
C897735701
4,334,991.17
5,421,773.44
0
0
187
CASH_OUT
258,677.34
C2018348964
0
0
C174532841
268,608.27
527,285.61
0
0
335
PAYMENT
680.96
C340149850
244,624
243,943.04
M906983781
0
0
0
0
276
CASH_IN
142,803.7
C1039276660
3,979,275.72
4,122,079.42
C1990457749
314,787.24
171,983.54
0
0
228
CASH_OUT
404,013.26
C942807624
0
0
C1478898162
2,168,976.25
2,572,989.5
0
0
190
PAYMENT
4,192.45
C2121240346
141,582.75
137,390.3
M300922993
0
0
0
0
38
PAYMENT
6,865.83
C1560448195
16,065
9,199.17
M702530586
0
0
0
0
154
CASH_OUT
199,096.88
C854642819
0
0
C1875697706
403,366.37
602,463.25
0
0
183
CASH_IN
40,105
C459252785
44,462
84,567
C903132886
888,624.22
848,519.22
0
0
404
PAYMENT
29,753.14
C1309130238
99,613
69,859.86
M1003264751
0
0
0
0
37
CASH_OUT
37,005.75
C849509788
0
0
C41102216
145,970.25
182,976.01
0
0
211
TRANSFER
658,510.65
C683799433
0
0
C1489116061
4,160,208.26
4,818,718.91
0
0
357
PAYMENT
14,962.54
C352220876
99,053
84,090.46
M400743766
0
0
0
0
205
CASH_IN
115,930.12
C887004112
2,700,081.42
2,816,011.53
C1676533255
2,082,239.58
1,966,309.46
0
0
287
CASH_OUT
205,453.92
C763671499
0
0
C1891518808
1,924,157.61
2,129,611.54
0
0
163
PAYMENT
8,548.76
C211960157
21,358
12,809.24
M1530234511
0
0
0
0
514
TRANSFER
1,958,230.6
C2126397003
69,563
0
C1724208100
5,345,774.9
7,304,005.5
0
0
231
CASH_OUT
168,377.94
C1935487738
0
0
C700950869
1,238,581.58
1,406,959.51
0
0
250
CASH_IN
142,011.88
C1471956423
253,857
395,868.88
C651806736
520,248.21
378,236.33
0
0
297
PAYMENT
7,803.55
C20748083
0
0
M1298362179
0
0
0
0
378
CASH_IN
261,090.52
C315492035
1,906,884.05
2,167,974.57
C145807878
4,584,136.21
4,323,045.69
0
0
208
CASH_OUT
185,642.4
C1191854830
43,444
0
C1394009782
0
185,642.4
0
0
349
PAYMENT
22,673.48
C509952728
21,910
0
M1882783306
0
0
0
0
252
CASH_OUT
318,180.66
C1181005058
400,960.77
82,780.11
C1996805903
438,344.43
762,954.86
0
0
161
PAYMENT
1,416.71
C1260935439
188,315.86
186,899.15
M1471767414
0
0
0
0
202
PAYMENT
8,941.05
C773163139
13,941
0
M1610300123
0
0
0
0
163
PAYMENT
1,412.48
C1798880828
10,052
8,639.52
M716959429
0
0
0
0
236
CASH_IN
93,940.35
C1800243188
29,505
123,445.35
C1957675734
0
0
0
0
333
PAYMENT
15,039.71
C1613457151
0
0
M227579288
0
0
0
0
380
PAYMENT
10,424.44
C280147801
20,809
10,384.56
M1295606785
0
0
0
0
232
CASH_IN
33,530.31
C1535780730
4,343,409.73
4,376,940.04
C262891082
80,997.34
47,467.03
0
0
405
PAYMENT
7,328.72
C871652084
0
0
M888843538
0
0
0
0
571
CASH_IN
18,593.97
C1448380450
5,004,065.66
5,022,659.62
C1886475823
61,037.91
42,443.94
0
0
139
CASH_IN
111,540.89
C1298433128
533,807.17
645,348.07
C353782565
1,998,273.93
1,886,733.04
0
0
326
PAYMENT
16,769.79
C1946777947
15,952
0
M1230436756
0
0
0
0
18
PAYMENT
7,858.1
C1844580132
20,773
12,914.9
M563268470
0
0
0
0
300
TRANSFER
292,037.17
C1065363833
0
0
C1515536749
953,736.46
1,245,773.64
0
0
257
TRANSFER
63,982.69
C303128054
0
0
C822214416
95,692.27
159,674.96
0
0
353
CASH_IN
153,216.34
C710925990
7,920,054.5
8,073,270.84
C472295300
474,744.05
113,510.5
0
0
155
PAYMENT
3,170.83
C548608193
49,631
46,460.17
M1953778756
0
0
0
0
20
CASH_OUT
107,313.94
C1568656506
0
0
C1073161843
1,813,650.37
2,791,624.38
0
0
202
CASH_OUT
134,328.08
C1626747046
0
0
C410567421
1,137,825.22
1,272,153.31
0
0
12
PAYMENT
10,446.68
C1482458700
0
0
M1177905091
0
0
0
0
323
CASH_OUT
214,059.76
C1169387535
61,891
0
C1384939011
0
214,059.76
0
0
305
CASH_IN
313,733.83
C1507005727
10,603
324,336.83
C892045919
0
0
0
0
348
CASH_IN
22,200.81
C271216403
1,608,898.38
1,631,099.19
C1737895165
235,527.08
213,326.27
0
0
12
CASH_OUT
178,217.38
C1944531859
0
0
C1786396642
4,501,961.18
4,251,161.93
0
0
229
CASH_OUT
220,486.58
C443256575
0
0
C179208025
2,269,179.58
2,489,666.16
0
0
396
TRANSFER
875,213.55
C1367522019
0
0
C136356616
4,309,830.28
5,185,043.84
0
0
11
PAYMENT
14,459.22
C897923211
39,948
25,488.78
M961418448
0
0
0
0
236
CASH_OUT
121,422.39
C1310500423
0
0
C907487997
1,626,826.73
1,748,249.12
0
0
154
CASH_OUT
39,590.21
C354902759
0
0
C2073353441
318,883.91
358,474.12
0
0
301
CASH_OUT
273,339.15
C2131394246
339,571
66,231.85
C1264872013
696,280.86
969,620.01
0
0
7
CASH_OUT
77,253.21
C249200083
1,091.15
0
C271588719
471,444
336,403.65
0
0
10
CASH_OUT
74,190.1
C1860449608
249,729.76
175,539.66
C237467600
318,930.32
21,980.31
0
0
253
CASH_OUT
231,641.71
C2069695524
0
0
C980072701
1,833,515.56
2,065,157.27
0
0
191
CASH_IN
35,269.59
C72679323
1,377,518.85
1,412,788.44
C2058567676
610,488.88
575,219.29
0
0
207
CASH_OUT
95,024.86
C302440786
0
0
C57541900
186,797.47
281,822.33
0
0
302
CASH_OUT
386,023.54
C1786701224
0
0
C27127579
389,015.34
775,038.88
0
0
212
CASH_IN
116,135.75
C109549101
204,673
320,808.75
C463376666
0
0
0
0
328
CASH_OUT
212,884.77
C69372757
0
0
C1335226346
2,277,569.78
2,490,454.55
0
0
137
CASH_IN
305,973.1
C1905061351
392,034
698,007.1
C1895269207
0
0
0
0
94
CASH_IN
162,920.46
C283168237
8,643,332.42
8,806,252.88
C1880058411
7,520,724.02
7,357,803.55
0
0
374
CASH_OUT
255,955.77
C1730214975
2,002
0
C1665448501
0
255,955.77
0
0
250
PAYMENT
4,987.09
C105766657
299,610
294,622.91
M1313111844
0
0
0
0
42
CASH_OUT
107,141.17
C510409191
12,453
0
C1117382784
259,702.29
515,055.45
0
0
155
CASH_OUT
45,301.79
C1536968899
0
0
C2146730126
1,278,399.51
1,323,701.3
0
0
234
TRANSFER
115,712.36
C710617656
0
0
C280794150
1,098,693.52
1,214,405.88
0
0
656
PAYMENT
5,220.64
C2054628112
2,062
0
M1449664957
0
0
0
0
374
CASH_IN
91,206.28
C542975894
109,671
200,877.28
C1383678621
41,086.89
0
0
0
299
PAYMENT
20,936.47
C1553137068
7,182
0
M1309446387
0
0
0
0
182
CASH_OUT
173,655.13
C1600086058
159,039
0
C550754064
163,853.98
337,509.11
0
0
330
CASH_OUT
218,540.35
C1357070438
0
0
C2059762056
8,530,150.36
8,748,690.71
0
0
39
CASH_OUT
440,759.52
C746348142
0
0
C1908106443
933,334.67
1,374,094.19
0
0
249
TRANSFER
268,912.48
C432147162
0
0
C71562765
1,111,399.5
1,380,311.99
0
0
191
PAYMENT
245.4
C640064078
0
0
M848116774
0
0
0
0
331
TRANSFER
35,206.18
C1780541439
0
0
C352607904
142,763.66
177,969.84
0
0