step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
334
PAYMENT
9,256.3
C1753085529
49,972
40,715.7
M957873312
0
0
0
0
137
CASH_IN
546,889.01
C2061067359
10,828
557,717.01
C1574219313
0
0
0
0
9
PAYMENT
22,973.94
C1991088613
2,795,083.93
2,772,109.99
M1783842480
0
0
0
0
358
PAYMENT
5,128.77
C1048640529
0
0
M243231902
0
0
0
0
347
PAYMENT
2,214.3
C1831803282
0
0
M287881524
0
0
0
0
16
CASH_OUT
77,248.99
C877179392
0
0
C759130326
165,144.39
242,393.38
0
0
287
TRANSFER
1,077,652.68
C1902003962
0
0
C1444038409
1,130,634.34
2,208,287.02
0
0
404
PAYMENT
3,963.19
C950820080
186
0
M532567422
0
0
0
0
212
CASH_IN
30,960.01
C348052571
140,173
171,133.01
C2045625111
0
0
0
0
202
CASH_OUT
263,632.86
C2068233000
0
0
C1574370517
1,213,336.39
1,476,969.25
0
0
192
PAYMENT
14,205.08
C422840318
117,642
103,436.92
M33512006
0
0
0
0
370
PAYMENT
9,594.69
C1778223157
0
0
M1969245004
0
0
0
0
231
CASH_OUT
26,140.58
C2059618505
0
0
C1899924573
339,585.28
365,725.86
0
0
163
CASH_OUT
152,649.67
C620307044
714
0
C750350912
103,113.57
255,763.24
0
0
168
PAYMENT
6,214.98
C1107455850
37,761
31,546.02
M588271264
0
0
0
0
276
PAYMENT
7,706.14
C1629536243
376,523.87
368,817.73
M975873292
0
0
0
0
284
CASH_IN
176,539.81
C1658831415
1,057
177,596.81
C757002315
2,428,097.6
2,251,557.79
0
0
162
CASH_IN
4,260.01
C590840060
21,736
25,996.01
C383296094
3,752,445.17
3,748,185.17
0
0
140
PAYMENT
16,021.74
C708765766
44,508.41
28,486.67
M138292539
0
0
0
0
131
CASH_OUT
337,481.67
C2026826978
0
0
C609494864
444,370.64
857,553.81
0
0
395
CASH_OUT
15,257.56
C939154415
0
0
C520644110
456,215.2
471,472.76
0
0
590
CASH_OUT
30,602.36
C962793806
0
0
C1096461796
1,244,204.79
1,274,807.15
0
0
38
CASH_IN
212,787.33
C1769253504
100,671
313,458.33
C274925035
0
0
0
0
324
PAYMENT
2,106.85
C1055286247
12,257
10,150.15
M577480484
0
0
0
0
514
PAYMENT
47,596.13
C1601499899
110,046
62,449.87
M1265021058
0
0
0
0
181
CASH_OUT
331,575.18
C637954236
42,122
0
C1959785089
7,459,894.35
7,791,469.53
0
0
19
PAYMENT
4,648.76
C1652329546
0
0
M341778077
0
0
0
0
401
CASH_OUT
60,124.67
C1392215759
127,793.03
67,668.36
C835158130
218,993.25
279,117.93
0
0
255
CASH_IN
22,489.06
C496624303
2,328,116.92
2,350,605.98
C1231838031
3,281,609.96
3,259,120.89
0
0
205
TRANSFER
459,039.76
C1506555561
31,124.6
0
C1858017517
723,832.44
1,182,872.2
0
0
252
CASH_OUT
333,615.36
C1365293678
0
0
C223241811
375,050.28
708,665.64
0
0
11
PAYMENT
8,277.95
C809353586
0
0
M2063923266
0
0
0
0
18
CASH_IN
149,054.29
C612872829
7,236,187.59
7,385,241.88
C1541599468
933,766.24
1,474,263.97
0
0
300
PAYMENT
8,108.67
C2038437206
175,522.88
167,414.2
M869793690
0
0
0
0
215
PAYMENT
7,667.95
C1069993031
71
0
M561715582
0
0
0
0
236
CASH_IN
31,801.52
C846677928
15,245,787.07
15,277,588.6
C629818525
443,647.27
411,845.75
0
0
374
CASH_IN
149,888.63
C564656204
4,605,304.22
4,755,192.85
C242467094
248,225.28
98,336.66
0
0
178
CASH_IN
84,955.74
C1655262017
10,895
95,850.74
C2099887524
2,620,791.08
2,535,835.34
0
0
139
PAYMENT
9,010
C1508236891
0
0
M259494198
0
0
0
0
369
CASH_IN
151,105.05
C1914065093
3,218,519.24
3,369,624.29
C602784542
1,995,670.14
1,844,565.09
0
0
401
TRANSFER
1,102,460.01
C563323647
5,206
0
C235826977
9,394.12
1,111,854.13
0
0
348
PAYMENT
28,975.14
C1940615842
0
0
M2143954283
0
0
0
0
204
TRANSFER
462,110.39
C833425690
81,759
0
C1335678020
256,643.87
791,638.53
0
0
187
CASH_IN
291,378.77
C1296276377
11,845
303,223.77
C791486141
530,382.37
239,003.6
0
0
505
CASH_IN
348,721.43
C154485521
2,407,228.42
2,755,949.85
C1291017078
9,059,644.18
8,710,922.75
0
0
357
PAYMENT
25,754.26
C1879460454
0
0
M808340530
0
0
0
0
42
PAYMENT
915.23
C753548023
10,929
10,013.77
M1703760120
0
0
0
0
395
CASH_IN
215,332.07
C590823118
0
215,332.07
C902834218
288,958.95
73,626.88
0
0
379
CASH_OUT
124,676.44
C174347550
0
0
C1954883443
4,877,696.55
5,002,372.99
0
0
206
CASH_OUT
250,889.57
C1653037545
0
0
C1026350368
321,695.25
572,584.83
0
0
153
CASH_OUT
267,731.26
C1396886839
0
0
C1561974083
3,627,199.88
3,894,931.14
0
0
39
CASH_IN
584,639.16
C420673506
6,508,220.42
7,092,859.58
C1292067471
1,888,145.04
1,303,505.88
0
0
2
PAYMENT
10,324.3
C1457157255
5,809.12
0
M1503546689
0
0
0
0
327
CASH_OUT
566,833.52
C2001827159
12,575
0
C1534148719
0
566,833.52
0
0
403
CASH_OUT
19,141.35
C1570844817
0
0
C1668005160
140,703.58
159,844.93
0
0
252
CASH_OUT
138,114.86
C2062827775
46,545
0
C42819529
4,916,020.36
5,054,135.22
0
0
347
CASH_IN
96,758.58
C979097624
1,135,718.43
1,232,477.02
C1235708214
3,372,046.4
3,275,287.82
0
0
26
PAYMENT
13,385.21
C308403943
0
0
M2039044657
0
0
0
0
332
CASH_IN
78,202.24
C905672687
137,797
215,999.24
C1738186493
0
0
0
0
133
CASH_IN
110,188.36
C1824694641
679,241.29
789,429.65
C2067298957
151,299.91
41,111.54
0
0
157
TRANSFER
1,035,650.7
C1440581227
0
0
C1579795297
1,712,550.93
2,748,201.64
0
0
548
CASH_IN
100,708.55
C1855434446
7,647,424.61
7,748,133.16
C308345835
861,500.11
760,791.56
0
0
11
PAYMENT
16,492.08
C1358456486
0
0
M297931071
0
0
0
0
186
CASH_OUT
87,297.35
C1918801037
5,456
0
C344980409
265,445.12
352,742.47
0
0
404
CASH_OUT
203,386.68
C1392389581
0
0
C695953991
3,756,653.67
3,960,040.35
0
0
262
PAYMENT
7,940.66
C771284294
36,779.2
28,838.54
M517338224
0
0
0
0
324
TRANSFER
1,107,573.55
C1741892804
1,487
0
C1295596909
0
1,107,573.55
0
0
258
CASH_OUT
53,460.8
C1880655856
422,625
369,164.2
C374991080
49,992.49
103,453.29
0
0
258
PAYMENT
6,091.67
C890287158
42,209.91
36,118.24
M1117134221
0
0
0
0
260
PAYMENT
88.08
C2116285783
0
0
M494134100
0
0
0
0
348
TRANSFER
3,795,492.56
C1556932972
11,228
0
C1537181433
0
3,795,492.56
0
0
301
CASH_OUT
15,605.89
C2045384463
0
0
C1519734986
59,296.58
74,902.47
0
0
370
CASH_OUT
126,237.7
C1224446379
0
0
C482295101
594,537.7
720,775.4
0
0
187
CASH_OUT
75,836.18
C1216316740
20,003.3
0
C1381255596
1,128,341.17
1,204,177.35
0
0
15
PAYMENT
21,407.13
C1192495668
0
0
M1075927716
0
0
0
0
274
CASH_IN
41,928.99
C156974757
9,090
51,018.99
C1006414414
176,174.06
134,245.07
0
0
264
CASH_IN
71,490
C494491532
646,722.69
718,212.69
C1798119663
595,628.61
524,138.61
0
0
329
CASH_OUT
266,950.11
C1723937624
119,386
0
C474551641
3,364,751.56
3,559,530.15
0
0
277
CASH_OUT
6,807.33
C1961047184
0
0
C477496448
46,636.67
53,444
0
0
13
CASH_OUT
187,611.84
C710127727
122,181.39
0
C677267519
1,628,477.66
1,816,089.5
0
0
374
CASH_OUT
279,615.61
C392545482
12,215
0
C1975691929
438,190.07
717,805.68
0
0
161
CASH_IN
78,791.65
C152151118
2,632,060.88
2,710,852.53
C1649284980
189,731.8
110,940.15
0
0
12
PAYMENT
6,415.64
C1160182624
0
0
M1135259424
0
0
0
0
180
CASH_IN
223,645.61
C428847085
52,203
275,848.61
C1379791511
459,896.7
236,251.1
0
0
303
TRANSFER
230,998.01
C2080748664
0
0
C1518142129
1,177,873.79
1,408,871.8
0
0
310
TRANSFER
2,262,659.46
C1810886019
6,227.05
0
C1678015600
4,439,023.47
6,701,682.93
0
0
373
PAYMENT
20,300.7
C470217986
0
0
M877567110
0
0
0
0
300
CASH_OUT
236,843.4
C1307036437
75,380
0
C78984933
247,979.05
484,822.45
0
0
278
PAYMENT
11,117.22
C1354886715
10,309
0
M1583730599
0
0
0
0
10
CASH_OUT
19,621.78
C178451800
14,856
0
C1220228772
0
19,621.78
0
0
158
TRANSFER
347,500.71
C2001693296
0
0
C1830125760
484,549.74
832,050.46
0
0
10
CASH_OUT
14,063.16
C1144744259
10,788
0
C1522918252
0
14,063.16
0
0
370
CASH_OUT
519,550.41
C686816328
82,115
0
C339816480
663,564.64
1,183,115.05
0
0
39
CASH_OUT
263,228.05
C1037089665
101,511
0
C459228785
11,554,060.98
11,817,289.03
0
0
334
PAYMENT
39,498.61
C1498941095
0
0
M2010994188
0
0
0
0
321
PAYMENT
3,414.59
C856085668
0
0
M948459198
0
0
0
0
120
PAYMENT
3,232.75
C1683739199
7,100
3,867.25
M569098085
0
0
0
0
234
TRANSFER
151,607.62
C431771255
33,655
0
C1498587354
202,545.63
354,153.25
0
0
324
PAYMENT
15,816.11
C1019785499
826
0
M973844602
0
0
0
0
398
PAYMENT
12,095.76
C338768543
5,532
0
M372971351
0
0
0
0