step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
182
CASH_IN
58,179.73
C170790343
4,447,026.25
4,505,205.99
C476142467
877,452.57
819,272.83
0
0
37
CASH_OUT
327,852.08
C975618052
816,542
488,689.92
C1789960874
0
327,852.08
0
0
396
PAYMENT
20,780.6
C1161481731
0
0
M7797081
0
0
0
0
17
CASH_IN
170,655.17
C1961070341
50,012
220,667.17
C2118562090
261,828.18
91,173.02
0
0
184
TRANSFER
482,823.66
C1152494540
0
0
C1018715510
676,582.11
1,159,405.77
0
0
399
CASH_OUT
218,721.22
C1747225461
49,548
0
C2067837542
257,845.66
476,566.88
0
0
229
PAYMENT
5,093.19
C357779676
0
0
M1846887702
0
0
0
0
178
CASH_OUT
1,035,599.87
C1363398110
81,274
0
C229623902
633,564.01
1,669,163.89
0
0
214
TRANSFER
160,424.1
C52601428
50,681
0
C1478690612
136,185.37
296,609.47
0
0
155
CASH_IN
163,145.99
C1584974781
6,172
169,317.99
C493101127
417,577.61
254,431.62
0
0
659
PAYMENT
8,543.36
C373440007
158,245.7
149,702.34
M823734502
0
0
0
0
717
CASH_IN
119,827.61
C1364355721
64,776
184,603.61
C1740591158
1,020,556.86
900,729.25
0
0
132
CASH_OUT
373,069.02
C2088662128
349,908
0
C691827249
146,170.07
519,239.09
0
0
214
CASH_IN
482,447.81
C1630275502
5,286,291.3
5,768,739.11
C327145427
572,639.76
90,191.95
0
0
275
CASH_IN
98,577.94
C515817110
105,896
204,473.94
C1764208677
3,575,452.42
3,476,874.48
0
0
360
CASH_OUT
158,930.13
C176287909
21,102
0
C220615714
219,048.95
377,979.09
0
0
280
PAYMENT
3,698.49
C705286783
0
0
M335962911
0
0
0
0
139
CASH_OUT
188,825.65
C2041759303
0
0
C1997201312
590,844.45
779,670.1
0
0
164
CASH_IN
45,218.75
C247266738
13,650,912.31
13,696,131.06
C236041800
1,940,875.42
1,895,656.67
0
0
178
TRANSFER
2,305,125.19
C1322973931
1,548
0
C1761255395
152,566.95
2,457,692.14
0
0
41
CASH_OUT
59,966.44
C8531259
20,704
0
C728342073
868,050.18
928,016.61
0
0
310
TRANSFER
14,680.18
C1008579696
0
0
C383009932
442,115.95
456,796.13
0
0
154
PAYMENT
24,762.2
C2011006395
60,608
35,845.8
M552536267
0
0
0
0
120
TRANSFER
251,176.21
C1267771615
0
0
C968434226
1,222,080.24
1,473,256.45
0
0
331
TRANSFER
645,391.48
C850007051
0
0
C1921549255
1,196,492.2
1,841,883.68
0
0
11
PAYMENT
9,703.23
C2012477350
51,377.28
41,674.04
M958771743
0
0
0
0
132
TRANSFER
1,010,405.76
C1477793560
0
0
C698869107
0
593,635.95
0
0
399
CASH_OUT
227,423.75
C1661170866
0
0
C605981144
1,635,454.59
1,862,878.34
0
0
308
PAYMENT
10,381.33
C1938182365
0
0
M1900689911
0
0
0
0
17
CASH_IN
37,628.26
C1025730189
21,340,124.39
21,377,752.65
C262923297
134,661.9
31,668.72
0
0
399
PAYMENT
2,263.62
C43149051
0
0
M203415946
0
0
0
0
276
PAYMENT
5,497.08
C1474153972
111,846.77
106,349.69
M1682619094
0
0
0
0
8
PAYMENT
6,955.78
C1756437852
73,096.34
66,140.57
M1939904549
0
0
0
0
661
CASH_OUT
386,838.1
C386635198
0
0
C623503358
4,301,043.7
4,687,881.8
0
0
383
PAYMENT
11,728.27
C1171778410
11,374
0
M578920247
0
0
0
0
308
TRANSFER
581,444.72
C1173459830
154,066
0
C1324281265
113,389.35
694,834.07
0
0
322
CASH_OUT
247,784.02
C815384920
0
0
C1496146190
2,091,882.92
2,339,666.94
0
0
34
PAYMENT
13,797.25
C2036194199
4,931.2
0
M91529786
0
0
0
0
132
CASH_IN
224,049.09
C1554079390
23,789,970.31
24,014,019.39
C1203877885
1,363,012.17
1,138,963.09
0
0
139
CASH_IN
94,493.93
C1774111321
85,377
179,870.93
C1165277680
495,759.59
401,265.66
0
0
234
CASH_OUT
254,162.65
C1353206501
500,480
246,317.35
C1300416321
1,083,633.67
1,337,796.33
0
0
161
CASH_OUT
145,124.49
C1662078174
84,389
0
C1911451913
104,656.19
249,780.68
0
0
140
CASH_OUT
30,886.88
C179471069
0
0
C2015133088
850,490.47
881,377.35
0
0
17
CASH_OUT
11,499.67
C534647145
2,363
0
C1046631929
0
11,499.67
0
0
202
PAYMENT
7,518.73
C1874701909
0
0
M1240138738
0
0
0
0
225
CASH_OUT
60,487.33
C709230914
0
0
C1856718855
598,628.69
659,116.02
0
0
135
TRANSFER
152,090.15
C1393483392
0
0
C1522607
191,263.2
343,353.36
0
0
346
CASH_OUT
74,723.66
C1183117663
0
0
C2126217921
4,003,449.33
4,078,172.99
0
0
298
PAYMENT
1,325.74
C410653931
0
0
M886619800
0
0
0
0
404
PAYMENT
4,765.25
C731701614
0
0
M1863117838
0
0
0
0
325
CASH_OUT
249,977.03
C2003502943
9,788
0
C1219369531
21,188,251.33
21,438,228.37
0
0
211
CASH_IN
63,596.38
C1014812947
7,869,953.28
7,933,549.66
C19858426
1,112,645.54
1,049,049.16
0
0
134
PAYMENT
29,271.68
C1407557147
332
0
M1061362436
0
0
0
0
265
PAYMENT
1,962.45
C305830756
40,274
38,311.55
M1218832315
0
0
0
0
277
CASH_IN
308,698.34
C462967643
2,187,255.83
2,495,954.17
C305165365
664,204.54
355,506.2
0
0
403
CASH_OUT
132,555.42
C1875818134
109,826
0
C1972346287
863,610.7
996,166.12
0
0
393
CASH_OUT
27,693.52
C1405586167
20,987
0
C910047863
3,147.08
30,840.6
0
0
524
CASH_OUT
180,044.24
C801357505
0
0
C958809849
718,728.65
898,772.89
0
0
326
PAYMENT
34,311.08
C900377443
363,596.67
329,285.59
M371023792
0
0
0
0
9
CASH_OUT
75,652.04
C2041199368
21,478
0
C875815960
0
75,652.04
0
0
372
PAYMENT
4,158.81
C1640230823
163,655.68
159,496.87
M1834500043
0
0
0
0
397
PAYMENT
46,125.43
C2074221634
77,497
31,371.57
M1539460869
0
0
0
0
160
CASH_OUT
179,092.45
C1382039024
11,484
0
C767100116
4,716,351.1
4,895,443.54
0
0
304
PAYMENT
14,220.08
C488557447
0
0
M1591221249
0
0
0
0
93
TRANSFER
119,016.51
C709100375
0
0
C2078250226
12,873,463.63
12,992,480.14
0
0
210
CASH_IN
352,961.98
C1545535211
4,710,677.13
5,063,639.11
C72754208
4,629,204.29
4,276,242.31
0
0
133
CASH_OUT
124,101.52
C681146537
542
0
C157107660
709,213.89
833,315.41
0
0
129
CASH_IN
331,854.17
C1947579536
100,194
432,048.17
C1563712825
0
0
0
0
259
CASH_OUT
122,325.28
C268561189
1,600.26
0
C1565426111
127,239.04
249,564.31
0
0
307
CASH_OUT
117,082.21
C2037711890
0
0
C1065138033
860,996.67
978,078.87
0
0
354
PAYMENT
15,014.85
C203979444
295,873.68
280,858.83
M482802069
0
0
0
0
358
PAYMENT
1,403.45
C649700454
86,509.81
85,106.36
M1479314102
0
0
0
0
311
TRANSFER
1,804,668.27
C2033968399
19,431
0
C1596402460
4,735,357.14
6,540,025.4
0
0
379
CASH_IN
180,697.65
C319851143
105,114
285,811.65
C8386064
408,803.42
228,105.77
0
0
182
PAYMENT
16,702.2
C1550263919
12,108
0
M955333087
0
0
0
0
18
CASH_OUT
216,236.53
C265107113
0
0
C1795026220
1,958,838.46
2,175,074.99
0
0
155
PAYMENT
5,726.45
C568029150
0
0
M1891577368
0
0
0
0
351
CASH_IN
222,405.54
C506644121
11,279
233,684.54
C556057274
0
0
0
0
21
PAYMENT
9,632.15
C1714703495
0
0
M1256725934
0
0
0
0
251
PAYMENT
10,267.89
C530362560
0
0
M941621494
0
0
0
0
525
TRANSFER
203,280.85
C1590627375
203,280.85
0
C272145854
0
0
1
0
140
PAYMENT
7,678.63
C1796025106
0
0
M212337311
0
0
0
0
301
CASH_OUT
253,133.44
C1096312463
0
0
C583292932
4,182,306.8
4,435,440.24
0
0
182
CASH_OUT
554,395.12
C119293626
0
0
C1246648070
2,158,947.26
2,713,342.38
0
0
403
CASH_OUT
7,238.1
C898321031
0
0
C307630772
96,313.04
103,551.14
0
0
335
CASH_OUT
52,868.16
C1356223198
0
0
C994915312
61,296.22
114,164.37
0
0
181
CASH_IN
65,636.86
C777279194
58,570
124,206.86
C208872867
29,769.22
0
0
0
324
CASH_OUT
463,308.16
C369593009
31,695
0
C566417663
0
463,308.16
0
0
163
CASH_OUT
164,563.26
C1829016010
2,060
0
C1451546526
3,057,876.65
3,222,439.91
0
0
7
PAYMENT
8,554.21
C834837937
51,847
43,292.79
M1964320423
0
0
0
0
43
CASH_IN
406,397.15
C549286051
233
406,630.15
C328672581
281,008.35
0
0
0
355
TRANSFER
787,887.55
C133142578
42,960
0
C112476435
84,192.32
872,079.87
0
0
303
PAYMENT
40,782.73
C860708038
23,025
0
M632653284
0
0
0
0
40
CASH_OUT
64,714.81
C1075946738
0
0
C1921209802
65,903.67
130,618.48
0
0
354
CASH_IN
56,801.8
C1797074033
190,303
247,104.8
C1839660452
38,003.21
0
0
0
259
CASH_OUT
170,757.71
C721979511
0
0
C1985295284
191,917
362,674.71
0
0
287
PAYMENT
14,217.96
C1228483105
584
0
M464467282
0
0
0
0
303
PAYMENT
19,312.15
C1331958696
174,282.74
154,970.6
M1297855468
0
0
0
0
14
CASH_OUT
215,202.05
C477991067
0
0
C1205078273
259,065.77
350,625.01
0
0
347
CASH_IN
51,366.61
C240619499
2,147,394.19
2,198,760.8
C933151111
2,568,267.66
2,516,901.05
0
0