step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
259
CASH_OUT
130,029.44
C548175947
25,588
0
C1005084610
0
130,029.44
0
0
278
CASH_OUT
97,068.79
C718571920
42,052
0
C1048278624
469,981.32
567,050.11
0
0
251
PAYMENT
9,170.23
C392021780
0
0
M1202465859
0
0
0
0
354
PAYMENT
9,131
C1070893918
212,659
203,528
M20676487
0
0
0
0
322
PAYMENT
8,213.04
C1816008935
0
0
M1710959459
0
0
0
0
333
PAYMENT
38,837.86
C476748527
0
0
M998518151
0
0
0
0
155
CASH_OUT
163,213.97
C480612371
0
0
C1493714526
6,432,777.59
6,595,991.56
0
0
379
PAYMENT
3,039.79
C605233885
0
0
M1971364498
0
0
0
0
402
PAYMENT
3,010.91
C2055562847
327,832.22
324,821.32
M812815545
0
0
0
0
546
CASH_OUT
164,029.79
C297233567
459,277
295,247.21
C300727834
77,977.74
242,007.53
0
0
234
PAYMENT
2,543.81
C619924364
0
0
M1509808993
0
0
0
0
166
PAYMENT
2,869.86
C1646017878
28,691
25,821.14
M1705866837
0
0
0
0
347
CASH_OUT
227,179
C1000188239
30,831
0
C1715078171
0
227,179
0
0
37
CASH_IN
206,415.48
C407194826
13,021,908.63
13,228,324.12
C163518395
1,137,937.3
501,528.65
0
0
345
CASH_OUT
171,133.47
C76087218
0
0
C5554526
5,643,400.7
5,814,534.18
0
0
139
PAYMENT
10,592.75
C269979428
0
0
M1807724164
0
0
0
0
234
CASH_IN
112,317.45
C1409759236
0
112,317.45
C315335988
4,655,749.24
4,543,431.79
0
0
13
TRANSFER
720,955.34
C1512463994
0
0
C554362724
2,263,603.44
2,969,706.34
0
0
323
TRANSFER
10,206,060.88
C1687412018
0
0
C1600172289
14,545,327.8
24,751,388.68
0
0
226
CASH_IN
188,630
C217332422
19,925,140.53
20,113,770.53
C649976984
7,992,227.9
7,803,597.9
0
0
160
PAYMENT
7,043.84
C73685179
138,628.01
131,584.17
M908975510
0
0
0
0
208
CASH_OUT
59,971.73
C1390782586
0
0
C1514199309
228,471.4
288,443.13
0
0
280
PAYMENT
9,724.56
C1129059195
265,249.07
255,524.51
M699923939
0
0
0
0
14
PAYMENT
15,998.67
C1716441480
504,425.53
488,426.86
M851318307
0
0
0
0
204
CASH_IN
121,288.69
C32377733
11,116
132,404.69
C842878328
3,115,190.57
2,993,901.88
0
0
399
CASH_OUT
129,741.4
C615056064
153
0
C77900363
35,265.73
165,007.13
0
0
254
PAYMENT
24,194.29
C487192227
106,887.87
82,693.58
M2122401198
0
0
0
0
165
PAYMENT
5,760.93
C2069462078
0
0
M1587117557
0
0
0
0
156
TRANSFER
2,369,556.3
C141604392
11,605
0
C1414210612
287,690.37
2,657,246.67
0
0
356
CASH_OUT
29,845.13
C1427036515
0
0
C1536437514
944,164.98
974,010.11
0
0
44
CASH_OUT
91,918.4
C1739637480
0
0
C297262462
1,109,401.12
1,201,319.52
0
0
177
PAYMENT
20,339.69
C1961325621
0
0
M2034193252
0
0
0
0
429
CASH_OUT
47,590.34
C625873722
30,434
0
C1130612910
0
47,590.34
0
0
328
CASH_IN
428,235.77
C1560120371
14,057
442,292.77
C1625101944
676,530.36
248,294.59
0
0
15
CASH_OUT
88,601.45
C1365883679
0
0
C1249150953
408,494.73
520,012.69
0
0
394
CASH_OUT
214,045.61
C1910665976
11,079
0
C1656297741
430,193.72
644,239.33
0
0
379
CASH_OUT
2,124.26
C1883016950
116,138
114,013.74
C1899036678
0
2,124.26
0
0
322
CASH_OUT
24,487.69
C643899558
50,286
25,798.31
C921833215
0
24,487.69
0
0
10
PAYMENT
26,288.69
C502357742
9,949
0
M996665475
0
0
0
0
398
CASH_IN
96,299.95
C1594892055
1,195,771.11
1,292,071.05
C1587841149
109,214.33
0
0
0
401
CASH_OUT
85,911.79
C1357289347
16,851
0
C1757085805
0
85,911.79
0
0
186
PAYMENT
5,430.32
C118542627
0
0
M593216258
0
0
0
0
354
PAYMENT
4,026.2
C787536623
10,255
6,228.8
M2057763605
0
0
0
0
204
CASH_IN
1,624.3
C1594003847
125,742
127,366.3
C26756321
0
0
0
0
551
CASH_OUT
1,669,143.57
C101677237
1,669,143.57
0
C1078128267
2,026,536.5
3,695,680.08
1
0
14
CASH_IN
20,278.28
C1634591618
901,551.26
921,829.54
C697192961
86,024.87
56,133.5
0
0
276
TRANSFER
885,306.85
C1459780816
1,597.3
0
C372691760
1,527,556.97
2,412,863.83
0
0
160
CASH_IN
288,774.21
C398465512
176
288,950.21
C210839311
0
0
0
0
155
CASH_OUT
52,056.61
C90894211
108,051
55,994.39
C1627004802
0
52,056.61
0
0
203
CASH_OUT
129,297.19
C861277830
28,075
0
C1779126949
1,653,677.25
1,782,974.45
0
0
564
CASH_IN
308,792.29
C99255187
475,455
784,247.29
C1834566241
142,332.99
0
0
0
235
CASH_IN
80,332.37
C882063348
2,355
82,687.37
C453999583
372,588.12
292,255.75
0
0
41
CASH_OUT
282,482.38
C588382311
10,554
0
C555220461
102,559.27
385,041.65
0
0
159
CASH_OUT
315,827.74
C1419855598
12,019
0
C2008969633
0
315,827.74
0
0
377
CASH_IN
45,164.58
C435632450
1,375,488.74
1,420,653.33
C1857944651
10,551,780.9
10,506,616.31
0
0
397
CASH_IN
110,688.73
C1919918301
3,559,673.07
3,670,361.8
C76155112
1,325,279.29
1,214,590.56
0
0
129
PAYMENT
8,973.22
C794280411
67,254
58,280.78
M559193823
0
0
0
0
587
CASH_OUT
244,381.71
C44351723
0
0
C96969295
1,233,104.96
1,477,486.67
0
0
492
PAYMENT
12,231.97
C1351259712
110,362
98,130.03
M1743481647
0
0
0
0
42
CASH_OUT
131,219.68
C1837325200
6,111
0
C466577279
0
131,219.68
0
0
378
CASH_IN
198,542.47
C2064065431
55,043
253,585.47
C1923549857
5,040,091.94
4,841,549.47
0
0
14
CASH_OUT
190,477.14
C2104195052
0
0
C271488817
1,997,828.33
2,188,305.47
0
0
206
CASH_OUT
335,026.68
C98165693
0
0
C1481388219
2,729,177.61
3,064,204.29
0
0
255
CASH_OUT
206,639.01
C639361965
0
0
C1284149862
7,249,270.14
7,455,909.15
0
0
396
CASH_IN
119,753.59
C1868653838
1,911,006.46
2,030,760.05
C914862299
244,409.08
124,655.49
0
0
208
PAYMENT
5,551
C915009452
80,006.35
74,455.35
M512989623
0
0
0
0
185
CASH_OUT
124,415.25
C510192262
20,588
0
C903348370
7,769,316.52
7,893,731.77
0
0
401
CASH_OUT
233,437.32
C469475313
0
0
C584503175
430,060.37
663,497.69
0
0
43
CASH_OUT
301,666.36
C630583999
0
0
C972608594
5,765,605.63
6,067,271.99
0
0
164
CASH_OUT
267,312.76
C607077185
10,146
0
C2024281248
816,527.84
1,093,125.2
0
0
256
CASH_OUT
198,663.19
C152980709
2,622
0
C1514183984
86,190.63
284,853.82
0
0
141
CASH_OUT
261,991.92
C2004845098
7,375.74
0
C1058318450
700,606.21
962,598.13
0
0
350
CASH_IN
327,683.11
C1901280937
376,645
704,328.11
C1980333178
2,009,733.23
1,793,217.92
0
0
395
TRANSFER
1,020,809.85
C954666225
20,908
0
C2124485102
15,275,197.7
16,296,007.55
0
0
258
PAYMENT
1,936.21
C1682659218
0
0
M1060669476
0
0
0
0
250
PAYMENT
1,024.62
C1399631541
12,181
11,156.38
M905120352
0
0
0
0
325
CASH_IN
193,715.43
C639265974
11,670
205,385.43
C888086388
1,037,175.64
843,460.21
0
0
378
CASH_IN
76,103.86
C956975134
1,307,951.48
1,384,055.34
C1212545025
2,791,471.94
2,715,368.08
0
0
382
CASH_IN
72,105.17
C1006149418
261
72,366.17
C127643798
0
0
0
0
203
CASH_OUT
467,766.77
C277489534
520,995
53,228.23
C1721538208
23,805.72
491,572.49
0
0
238
PAYMENT
17,968.18
C1579982049
122,093
104,124.82
M2078389842
0
0
0
0
39
CASH_OUT
380,245.77
C424908949
34,632
0
C1754571129
6,374,631.68
6,754,877.45
0
0
403
PAYMENT
1,983.28
C1994723903
0
0
M1523414764
0
0
0
0
400
CASH_IN
103,308.53
C1589689774
22,129
125,437.53
C126844169
12,809,153.39
12,705,844.86
0
0
525
CASH_OUT
164,694.75
C1574506670
0
0
C1243613840
3,112,439.48
3,277,134.24
0
0
277
CASH_OUT
202,036.99
C1681929375
355,099
153,062.01
C826532669
47,758.35
249,795.35
0
0
16
CASH_OUT
271,484.05
C684419651
13,941
0
C1679939676
5,091,697.3
5,363,181.34
0
0
155
CASH_IN
27,264.51
C317331669
49,030
76,294.51
C540266333
0
0
0
0
134
PAYMENT
6,669.2
C290561341
0
0
M969508961
0
0
0
0
23
PAYMENT
7,509.22
C1242299486
66,061
58,551.78
M896856569
0
0
0
0
328
CASH_OUT
211,738.51
C1817483739
5,152
0
C191370088
1,809,979.29
2,021,717.8
0
0
355
PAYMENT
24,567.78
C1073022989
13,027.61
0
M1156412000
0
0
0
0
277
CASH_OUT
445,913.25
C500440266
0
0
C575430707
3,620,941.99
3,927,478
0
0
38
CASH_OUT
92,720.19
C1144878140
0
0
C2076967826
267,695.33
360,415.52
0
0
187
CASH_IN
125,510.94
C1308123185
65,298
190,808.94
C666535462
437,829
312,318.06
0
0
158
CASH_OUT
21,313.39
C1928700683
40
0
C600626927
32,343
190,758.94
0
0
204
PAYMENT
4,038.87
C1502329045
283,097
279,058.13
M456923605
0
0
0
0
11
CASH_IN
31,483.37
C1578522072
1,228,798.24
1,260,281.6
C681953354
1,809,774.77
1,778,291.41
0
0
304
CASH_OUT
62,415.69
C552525417
0
0
C499078035
80,537.51
142,953.2
0
0
16
PAYMENT
6,102.95
C902927020
0
0
M980704912
0
0
0
0