step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
406
CASH_OUT
100,361.64
C1319424190
399,187
298,825.36
C1842192836
106,375.69
206,737.33
0
0
297
PAYMENT
12,143.45
C686565063
0
0
M1232712036
0
0
0
0
40
CASH_OUT
142,566.14
C200577681
0
0
C690075960
587,864.63
654,562.89
0
0
327
CASH_IN
31,868.82
C624897435
5,839,732.34
5,871,601.17
C779119558
6,038,731.91
6,006,863.09
0
0
228
PAYMENT
1,558.82
C1428702218
624
0
M676874899
0
0
0
0
256
CASH_OUT
226,056.4
C821567609
5,566
0
C1483002066
199,100.69
425,157.09
0
0
286
TRANSFER
174,924.93
C790938680
174
0
C1003563892
309,121.17
484,046.09
0
0
237
CASH_IN
198,352.91
C1762183910
4,842,564.34
5,040,917.25
C500123145
4,290,167.91
4,091,815
0
0
205
CASH_OUT
202,271.71
C1306888847
0
0
C2102993154
3,751,811.68
3,954,083.39
0
0
329
CASH_OUT
265,652.62
C1103948413
0
0
C1205043946
2,764,524.9
3,030,177.53
0
0
300
CASH_OUT
185,793.47
C2008633021
0
0
C189702681
5,307,596.9
5,493,390.36
0
0
8
TRANSFER
519,090.67
C1757915132
0
0
C1508456612
2,075,606.7
5,975,262.38
0
0
640
PAYMENT
2,314.03
C903424569
37,792
35,477.97
M2050398194
0
0
0
0
33
CASH_IN
57,949.58
C381593214
13,710,107.17
13,768,056.75
C223820500
4,845,200.26
4,787,250.68
0
0
206
CASH_OUT
115,367.19
C1237826182
22,362
0
C309775270
114,772.02
230,139.21
0
0
300
CASH_OUT
253,124.28
C1420678574
170,632.26
0
C535850243
4,075,002.92
4,328,127.2
0
0
11
CASH_OUT
179,862.31
C1557383930
0
0
C800523009
5,400,581.23
5,391,892.08
0
0
206
CASH_IN
206,201.41
C1261963253
2,717,433.3
2,923,634.71
C427263719
1,849,831.91
1,643,630.5
0
0
143
DEBIT
3,599.45
C119282861
24,217
20,617.55
C1955795279
190,132.73
193,732.18
0
0
304
CASH_OUT
56,637.87
C1086641330
423,159
366,521.13
C23684705
119,332.09
175,969.96
0
0
398
CASH_OUT
340,802.29
C2118581428
32
0
C2039305413
69,597.62
410,399.91
0
0
129
CASH_IN
75,502.63
C1574528448
61,401
136,903.63
C1124913173
281,876.98
206,374.36
0
0
157
TRANSFER
1,021,574.86
C500387026
1,596
0
C2077568200
0
1,021,574.86
0
0
7
CASH_IN
181,623.29
C888329126
1,543,951.78
1,725,575.06
C1303868418
3,679,564.83
5,597,078.49
0
0
309
CASH_OUT
221,129.08
C2040626756
0
0
C1605115338
482,551.24
703,680.33
0
0
180
CASH_IN
331,846.1
C182456197
1,931,872.85
2,263,718.95
C894618489
695,947.04
364,100.94
0
0
359
PAYMENT
4,146.29
C336381303
0
0
M1095053298
0
0
0
0
375
CASH_OUT
454,433.2
C2014879927
0
0
C662920546
7,802,747.79
8,257,180.99
0
0
354
PAYMENT
3,042.3
C1017360161
3,992
949.7
M1463677737
0
0
0
0
18
CASH_IN
206,224.98
C526705236
42,241
248,465.98
C1864319727
0
0
0
0
163
PAYMENT
8,921.82
C481500217
123,591.02
114,669.19
M394004291
0
0
0
0
141
PAYMENT
9,892.37
C4868582
22,312
12,419.63
M679260741
0
0
0
0
236
CASH_OUT
48,943.8
C187195747
11,750
0
C524995973
381,634.82
430,578.62
0
0
232
CASH_OUT
199,253.44
C1448269985
0
0
C2091238282
248,516.52
447,769.96
0
0
398
CASH_IN
273,489.48
C722497509
3,708,292.67
3,981,782.15
C1364419858
3,750,236.17
3,476,746.69
0
0
354
PAYMENT
10,312.84
C920077983
155,234.47
144,921.64
M1090936915
0
0
0
0
393
CASH_IN
323,472.43
C1680712143
4,391,472.45
4,714,944.88
C969662555
6,545,058.21
6,221,585.78
0
0
187
DEBIT
3,875.48
C1097648290
47,157
43,281.52
C787885196
3,338,659.63
3,342,535.12
0
0
256
CASH_OUT
44,774.63
C715761433
266
0
C823945065
0
44,774.63
0
0
154
PAYMENT
10,780.23
C817343151
0
0
M791891712
0
0
0
0
133
PAYMENT
17,862.38
C1827124507
90,262
72,399.62
M980637981
0
0
0
0
211
PAYMENT
4,336.49
C70843867
0
0
M1903016390
0
0
0
0
206
PAYMENT
379.84
C1056353971
0
0
M591898489
0
0
0
0
214
PAYMENT
8,437.3
C1407745415
11,232
2,794.7
M2132517892
0
0
0
0
251
PAYMENT
1,225.69
C1260382881
17,468.58
16,242.9
M1247874337
0
0
0
0
404
PAYMENT
4,795.47
C2094606222
189,782
184,986.53
M174231019
0
0
0
0
402
CASH_OUT
219,805.24
C1253501718
40,530
0
C833692907
87,028.42
306,833.66
0
0
379
CASH_OUT
8,136.87
C153175223
0
0
C1010959120
741,455.74
749,592.62
0
0
135
CASH_OUT
175,936.17
C23660141
48,233.89
0
C1613524189
6,285,220.93
6,461,157.1
0
0
332
PAYMENT
18,914.34
C628954791
119,920.82
101,006.48
M1166367514
0
0
0
0
400
CASH_OUT
8,463.89
C865279778
41,333
32,869.11
C46501093
797,191.02
805,654.91
0
0
22
PAYMENT
33,568.93
C1093406937
769.61
0
M2059569586
0
0
0
0
372
PAYMENT
28,682.74
C1798128624
0
0
M1813689735
0
0
0
0
204
CASH_IN
392,712.12
C1409067191
10,513,165.95
10,905,878.07
C185719695
1,310,475
917,762.89
0
0
380
CASH_IN
79,970.54
C481302244
255,373.34
335,343.89
C1413043846
9,068,374.06
8,988,403.52
0
0
379
CASH_OUT
324,883.25
C923540926
0
0
C362029597
2,724,889.88
3,319,056.61
0
0
46
CASH_IN
26,489.21
C544956018
2,204,062.44
2,230,551.66
C391600232
1,959,948.32
1,933,459.1
0
0
203
TRANSFER
1,000,399.77
C850657741
0
0
C670129516
8,812,914.35
9,813,314.12
0
0
212
CASH_IN
11,721.4
C1588071382
0
11,721.4
C447350584
67,511.69
55,790.29
0
0
522
CASH_OUT
179,949.8
C643903973
17,664.65
0
C878937621
372,001
551,950.79
0
0
380
PAYMENT
12,245.72
C1508444459
6,065
0
M632487423
0
0
0
0
380
PAYMENT
13,869.6
C443595565
47,880
34,010.4
M1917989774
0
0
0
0
284
PAYMENT
16,169.17
C382103737
529
0
M1214005139
0
0
0
0
380
PAYMENT
12,436.4
C920199215
430,993.67
418,557.27
M968458804
0
0
0
0
264
PAYMENT
4,525.32
C2026447475
34,700
30,174.68
M1860354074
0
0
0
0
140
PAYMENT
16,592.38
C979396918
809.2
0
M936132167
0
0
0
0
325
CASH_IN
302,375.66
C284374694
8,679,951.03
8,982,326.69
C1902378672
1,135,559.85
833,184.19
0
0
350
CASH_OUT
43,889.22
C1447730032
0
0
C188531872
2,908,553.42
2,952,442.64
0
0
286
PAYMENT
5,678.41
C168630373
2,086
0
M3487718
0
0
0
0
9
CASH_OUT
292,023.82
C1305411446
12,071
0
C2053317346
975,193.92
24,483.11
0
0
374
PAYMENT
969.04
C1837032311
364,995.98
364,026.93
M51811283
0
0
0
0
38
CASH_OUT
147,594.66
C1360192358
0
0
C2143730333
1,122,707.62
1,270,302.28
0
0
608
CASH_OUT
51,506.17
C339546897
0
0
C1499841271
19,621,814.44
19,673,320.61
0
0
213
CASH_OUT
110,534.07
C453845028
31,905
0
C338450776
78,724.36
189,258.44
0
0
18
PAYMENT
6,296.12
C1392309010
40,383.46
34,087.35
M1033151509
0
0
0
0
396
PAYMENT
25,362.33
C1394106830
0
0
M506103332
0
0
0
0
225
CASH_OUT
45,876.98
C1860521225
0
0
C272881310
10,922,919.3
10,968,796.28
0
0
157
PAYMENT
16,446
C1550038110
49,772
33,326
M1783079806
0
0
0
0
16
CASH_OUT
95,715.1
C322040641
448,694.7
352,979.6
C486200676
664,982.31
760,697.41
0
0
134
CASH_OUT
217,229.37
C1237529208
0
0
C12387149
3,528,922.11
3,746,151.48
0
0
493
CASH_IN
160,414.39
C536022913
1,513,068.42
1,673,482.81
C1664754826
3,879,102.91
3,718,688.52
0
0
236
CASH_OUT
320,941.53
C1238389623
0
0
C1133127166
1,532,897.58
1,853,839.12
0
0
379
PAYMENT
8,896.4
C337537209
193
0
M1785666464
0
0
0
0
346
CASH_IN
388,393.46
C266563084
10,878,292.14
11,266,685.59
C1880540638
884,467.28
496,073.82
0
0
209
PAYMENT
9,978.48
C1141264810
0
0
M481081998
0
0
0
0
325
TRANSFER
400,431.19
C1369216849
0
0
C739801767
553,546.76
953,977.94
0
0
180
CASH_OUT
91,499.48
C1063627591
153,555
62,055.52
C308646119
0
91,499.48
0
0
309
PAYMENT
16,404.93
C744635971
0
0
M1203687080
0
0
0
0
399
CASH_OUT
85,442.92
C2006844700
0
0
C1417874422
671,675.04
757,117.96
0
0
204
TRANSFER
16,823.95
C2056794972
0
0
C699775868
1,207,563.54
1,224,387.49
0
0
307
CASH_OUT
69,343.55
C193832419
0
0
C1130422007
323,067.53
392,411.08
0
0
44
TRANSFER
606,314.32
C136113847
103,425
0
C1025575900
216,556.27
822,870.59
0
0
300
PAYMENT
7,004.52
C862925898
2,518.69
0
M1556666999
0
0
0
0
276
CASH_OUT
89,116.03
C1126570499
0
0
C1015825755
1,670,148.54
1,759,264.57
0
0
204
CASH_IN
111,610.46
C2108238625
21,205
132,815.46
C1352690183
0
0
0
0
155
CASH_IN
377,647.34
C1469226971
9,441,126.34
9,818,773.68
C689699905
491,413.68
113,766.34
0
0
120
PAYMENT
12,116.3
C1752838667
20,021
7,904.7
M769623544
0
0
0
0
43
PAYMENT
8,394.99
C584520216
0
0
M790104788
0
0
0
0
370
PAYMENT
18,703.73
C2101048894
19,837
1,133.27
M1384138168
0
0
0
0
233
CASH_IN
151,004.1
C177630121
308,111
459,115.1
C1420796717
0
0
0
0