step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
401
CASH_OUT
190,016.52
C1748691665
19,967.41
0
C912627281
736,528.1
926,544.62
0
0
188
PAYMENT
160.99
C871619113
98,095.1
97,934.11
M1367407682
0
0
0
0
347
CASH_IN
113,663.41
C107712803
9,399,497.81
9,513,161.22
C620749192
330,337.89
216,674.48
0
0
209
PAYMENT
28,263.34
C1618766993
0
0
M1298880991
0
0
0
0
301
PAYMENT
3,387.86
C866543178
0
0
M352532179
0
0
0
0
184
PAYMENT
519.45
C102912063
0
0
M1744370827
0
0
0
0
184
CASH_IN
257,042.41
C1041917399
122,526
379,568.41
C1464818223
83,309.98
0
0
0
355
PAYMENT
20,395.72
C1105385976
174,423
154,027.28
M1194038555
0
0
0
0
691
CASH_OUT
337,709.79
C230291721
17,692
0
C1306485949
0
337,709.79
0
0
236
CASH_OUT
338,955.87
C517377926
0
0
C2042140418
429,224.61
768,180.48
0
0
322
PAYMENT
9,175.37
C548082514
0
0
M1555344532
0
0
0
0
353
TRANSFER
1,801,796.97
C286849878
501,501
0
C1113528601
0
1,801,796.97
0
0
380
CASH_IN
63,633.96
C1321145561
1,272,574.9
1,336,208.86
C1865175856
180,390.03
116,756.07
0
0
374
TRANSFER
3,339.32
C91551615
150
0
C1044296501
5,214.26
8,553.58
0
0
207
CASH_OUT
193,325.69
C280384920
0
0
C1398606223
969,022.96
1,162,348.64
0
0
352
PAYMENT
3,231.64
C472910936
0
0
M1168823551
0
0
0
0
210
CASH_IN
115,874.51
C1334413022
6,201,568.98
6,317,443.48
C88193812
139,580
23,705.49
0
0
187
TRANSFER
373,872.68
C146627667
6,018.93
0
C1641358864
7,140,355.46
7,514,228.14
0
0
10
PAYMENT
28,210.92
C1795848433
108,977
80,766.08
M490361729
0
0
0
0
166
PAYMENT
5,351.27
C2120799717
99,616
94,264.73
M1780060011
0
0
0
0
19
PAYMENT
24,711.35
C1379382460
65,480
40,768.65
M1973428652
0
0
0
0
322
CASH_IN
154,325.53
C394905576
4,975,149.82
5,129,475.36
C966414580
221,884.66
67,559.13
0
0
139
PAYMENT
12,501.45
C592750113
49,604
37,102.55
M915149001
0
0
0
0
327
CASH_IN
106,873.77
C1894123158
120,181
227,054.77
C427857461
3,817,741.09
3,710,867.32
0
0
188
CASH_OUT
285,002.89
C347102559
0
0
C1861004618
1,828,243.36
2,113,246.25
0
0
356
CASH_OUT
40,841.61
C1131496475
0
0
C1327446090
1,464,472.69
1,505,314.31
0
0
258
CASH_IN
5,457.07
C1657287418
4,017
9,474.07
C816987535
111,230.71
105,773.64
0
0
371
CASH_OUT
204,849.39
C1071842828
0
0
C654376586
826,358.69
1,031,208.08
0
0
137
PAYMENT
58,862.78
C768414287
0
0
M1715899470
0
0
0
0
155
CASH_IN
245,185.41
C1079046425
199,957
445,142.41
C100328418
1,798,885.5
1,553,700.09
0
0
256
PAYMENT
5,212.52
C905775059
260,883.3
255,670.78
M30590992
0
0
0
0
354
PAYMENT
18,189.97
C1014323467
10,087
0
M1217426357
0
0
0
0
37
CASH_IN
50,906.95
C1157140300
6,576,772.38
6,627,679.33
C637986933
1,920,584.05
1,869,677.1
0
0
332
CASH_IN
128,997.62
C1985223693
56
129,053.62
C439078821
24,814.52
0
0
0
137
CASH_OUT
12,554.35
C940351650
506,188.21
493,633.86
C309154182
100,788.21
113,342.56
0
0
329
CASH_OUT
44,107
C1568798339
259,868
215,761
C692584325
302,898.57
347,005.57
0
0
322
CASH_OUT
124,373.11
C1182766344
0
0
C687720697
356,601.51
480,974.62
0
0
132
CASH_OUT
336,059.14
C1164944538
130
0
C806005630
0
336,059.14
0
0
181
PAYMENT
20,579.72
C151440875
148,561
127,981.28
M698238212
0
0
0
0
323
PAYMENT
992.96
C1009540864
1,140
147.04
M1895764879
0
0
0
0
19
CASH_OUT
400,437.13
C1352786876
4,974
0
C2013691076
3,637,298.65
4,037,735.78
0
0
213
PAYMENT
3,021.73
C1013169956
59,028.11
56,006.38
M136234943
0
0
0
0
321
PAYMENT
17,047.19
C119661447
18,095
1,047.81
M553626959
0
0
0
0
401
PAYMENT
14,028.61
C1848274756
0
0
M1319979258
0
0
0
0
514
CASH_IN
132,323.48
C803661213
6,931,371.89
7,063,695.37
C418937328
2,194,065.47
2,061,741.99
0
0
132
CASH_OUT
378,734.63
C1949594205
0
0
C1003262941
542,160.95
920,895.58
0
0
305
CASH_OUT
77,853.43
C780881727
106,214
28,360.57
C519650117
506,292.79
584,146.22
0
0
234
TRANSFER
990,877.05
C1524707443
0
0
C2133680119
2,530,939.93
3,521,816.98
0
0
134
PAYMENT
43.74
C1522116
0
0
M257657144
0
0
0
0
136
PAYMENT
12,518.94
C1755059500
129,877.52
117,358.58
M839633643
0
0
0
0
37
PAYMENT
13,358.99
C1537562556
151,540.81
138,181.82
M1332527907
0
0
0
0
133
CASH_OUT
97,143.54
C504736721
13,941
0
C575913546
110,532.79
207,676.33
0
0
43
CASH_OUT
447.87
C1796412600
52,404
51,956.13
C997834489
0
447.87
0
0
400
TRANSFER
1,100,611.91
C1444040896
8,217
0
C734658814
1,880,138.58
2,980,750.49
0
0
355
PAYMENT
9,723.82
C354763076
0
0
M1218446269
0
0
0
0
608
PAYMENT
7,475.16
C1113665950
395
0
M2142723709
0
0
0
0
37
PAYMENT
22,199.42
C837731036
229,832.46
207,633.04
M1380456374
0
0
0
0
134
CASH_OUT
94,816.13
C1297925445
31,574
0
C805280226
0
94,816.13
0
0
686
CASH_OUT
145,431.8
C1022886028
22,038
0
C2049372467
0
145,431.8
0
0
184
CASH_OUT
291,417.57
C1767338441
5,551
0
C1446371260
0
291,417.57
0
0
402
PAYMENT
7,051.1
C423615345
18,119.32
11,068.23
M403900119
0
0
0
0
131
PAYMENT
8,678.14
C247515328
7,058
0
M1955869437
0
0
0
0
285
PAYMENT
12,988.05
C2044138506
50,997
38,008.95
M64882561
0
0
0
0
206
CASH_OUT
140,786.21
C781072481
0
0
C686688908
450,885.08
1,037,461.76
0
0
226
PAYMENT
2,014.74
C556815346
0
0
M688487464
0
0
0
0
355
CASH_IN
25,889.18
C978229699
1,476,029.53
1,501,918.71
C1074546807
875,838.57
849,949.39
0
0
332
PAYMENT
8,894.29
C1746470778
397
0
M1372157215
0
0
0
0
235
CASH_OUT
32,218.2
C830489254
12,709
0
C1548689917
0
32,218.2
0
0
381
PAYMENT
3,451.26
C274740898
157
0
M479772963
0
0
0
0
184
CASH_IN
21,624.12
C386834925
20,667
42,291.12
C76138854
0
0
0
0
210
PAYMENT
1,441.92
C1731696178
0
0
M1418659953
0
0
0
0
256
TRANSFER
171,607.94
C342295142
0
0
C663648064
7,068,556.12
7,240,164.06
0
0
226
CASH_OUT
426,258.52
C1625500691
0
0
C1094831029
3,665,287.26
4,091,545.78
0
0
402
CASH_IN
385,896.67
C298199258
6,704,448.77
7,090,345.44
C581260467
5,095,884.75
4,709,988.08
0
0
44
CASH_IN
139,000.91
C635376964
2,959,386.88
3,098,387.79
C1668402991
1,992,239.08
1,853,238.16
0
0
14
PAYMENT
3,526.3
C635285261
0
0
M1848476992
0
0
0
0
252
CASH_OUT
62,232.26
C976635170
21,194
0
C1919565678
582,612.65
644,844.91
0
0
160
PAYMENT
1,515.82
C386438205
96,251.91
94,736.09
M1089747343
0
0
0
0
251
CASH_OUT
87,968.52
C747234154
12,411
0
C1346320638
1,632,859.37
1,720,827.89
0
0
181
PAYMENT
9,548.93
C1134019715
0
0
M147566782
0
0
0
0
372
CASH_OUT
335,437.69
C1028026655
7,252
0
C790403111
5,856,776.93
6,192,214.62
0
0
397
PAYMENT
47,415.62
C1777655609
191,039.43
143,623.81
M788200792
0
0
0
0
323
CASH_IN
85,918.01
C1827845035
7,866,003.43
7,951,921.44
C1524650139
1,632,792.5
1,546,874.49
0
0
277
PAYMENT
35,540.19
C65873196
9,838
0
M1620756200
0
0
0
0
212
CASH_OUT
391,111.1
C1095165475
0
0
C1155953914
731,192.84
1,122,303.93
0
0
162
PAYMENT
5,412.57
C1943799714
71,201
65,788.43
M99548625
0
0
0
0
211
CASH_OUT
160,254.56
C1091174157
322,419
162,164.44
C145308236
1,494,239.54
1,825,840.92
0
0
401
CASH_OUT
10,395.62
C649253672
501,535
491,139.38
C1568662051
218,685.99
229,081.6
0
0
374
CASH_OUT
392,529.26
C304685136
0
0
C36979136
1,420,561.42
1,813,090.67
0
0
322
TRANSFER
2,832,249.21
C773657746
44
0
C415116576
7,408.03
2,839,657.24
0
0
249
CASH_IN
79,546.53
C1914772579
12,911,087.2
12,990,633.73
C1987876753
188,313.27
108,766.74
0
0
299
CASH_OUT
24,044.83
C687664861
0
0
C2123685818
142,508.8
166,553.63
0
0
15
CASH_IN
25,387.1
C325763729
2,749,156.58
2,774,543.68
C1796626774
566,909.11
705,537.72
0
0
283
CASH_OUT
99,792.53
C1598034305
0
0
C1770779680
270,367.73
370,160.26
0
0
256
CASH_IN
56,489.99
C1041089736
8,063,064.77
8,119,554.75
C112283037
1,158,888.81
1,102,398.83
0
0
162
PAYMENT
5,731.57
C2106275640
49,536
43,804.43
M750999530
0
0
0
0
352
PAYMENT
14,987.94
C1823423801
227,473.76
212,485.82
M1190467721
0
0
0
0
300
PAYMENT
25,823.52
C1737633318
226,140.78
200,317.27
M1575186160
0
0
0
0
302
CASH_OUT
191,944.96
C1432506860
0
0
C1185179967
551,354.55
743,299.52
0
0
277
CASH_IN
40,641.63
C1597667924
4,521
45,162.63
C225616697
279,776.54
239,134.91
0
0