step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
567
TRANSFER
537,200.37
C1581621495
119,411
0
C1051035574
0
537,200.37
0
0
399
CASH_OUT
213,374.28
C1829283373
352
0
C647555714
31,369.79
244,744.07
0
0
354
CASH_IN
344,369.53
C246383383
10,453,745.97
10,798,115.5
C1396036285
4,374,845.7
4,030,476.18
0
0
251
CASH_OUT
20,574.27
C298384159
2,558
0
C762377793
6,107,417.65
6,127,991.92
0
0
9
CASH_IN
235,837.16
C2041104684
21,859
257,696.16
C1517016560
733,937.98
555,710.96
0
0
330
CASH_IN
117,554.37
C1321208549
19,913,409.22
20,030,963.59
C97726207
2,656,323.84
2,538,769.47
0
0
351
TRANSFER
981,756.42
C292548410
36,288
0
C1948784570
9,849,945.57
10,831,701.99
0
0
36
CASH_OUT
35,807.21
C1253671251
69,495
33,687.79
C1570356042
0
35,807.21
0
0
404
CASH_IN
189,773.18
C823575486
7,165,505.9
7,355,279.08
C1453075166
2,564,519.02
2,374,745.84
0
0
183
CASH_IN
87,763.15
C422069263
3,841,248.13
3,929,011.28
C714948555
188,381.32
100,618.17
0
0
353
CASH_OUT
341,501.82
C798458359
0
0
C1259235834
802,376.01
1,143,877.83
0
0
33
PAYMENT
599.52
C429368027
0
0
M17360603
0
0
0
0
525
CASH_OUT
90,261.79
C1590108894
794,488
704,226.21
C1882465357
304,930.19
395,191.98
0
0
178
CASH_IN
61,697.91
C280572112
407,846
469,543.91
C750791077
33,258.57
0
0
0
166
CASH_OUT
10,913.49
C1350961043
289,077
278,163.51
C1064320921
154,125.03
165,038.52
0
0
285
PAYMENT
17,164.38
C1466309125
0
0
M1548059523
0
0
0
0
155
CASH_IN
78,363.49
C447637233
123,028
201,391.49
C1898315005
0
0
0
0
251
CASH_OUT
53,869.23
C2062971932
309,584
255,714.77
C1351801609
241,393.45
295,262.68
0
0
136
CASH_IN
71,017.81
C1419369272
31,828
102,845.81
C2029062210
1,947,984.03
1,549,734.54
0
0
259
CASH_OUT
280,454.09
C2096041672
620
0
C162912364
48,621.28
329,075.38
0
0
329
PAYMENT
3,373.07
C134493565
83,388.56
80,015.49
M671255257
0
0
0
0
369
CASH_OUT
38,409.17
C963570724
158,335.81
119,926.64
C530394114
241,766.25
280,175.42
0
0
47
PAYMENT
18,236.68
C348717088
0
0
M1185154607
0
0
0
0
11
CASH_IN
207,149.55
C959259001
4,962,670.9
5,169,820.44
C68113386
19,623,782.68
19,416,633.13
0
0
306
PAYMENT
12,498.91
C922773761
0
0
M900213025
0
0
0
0
161
CASH_IN
388,512.73
C1631634852
6,391,645.73
6,780,158.46
C1777819363
2,021,549.39
1,633,036.66
0
0
400
CASH_OUT
254,832.23
C297183755
0
0
C347796054
751,589.83
1,006,422.07
0
0
257
TRANSFER
481,079.91
C1617461400
0
0
C948292143
2,589,505.67
3,070,585.58
0
0
14
CASH_IN
251,178.15
C1365068941
8,397,492.45
8,648,670.6
C670987416
324,908.27
73,730.13
0
0
225
CASH_IN
76,742.51
C16056879
2,387,231.12
2,463,973.63
C247500910
2,379,424.47
2,302,681.96
0
0
259
CASH_IN
297,197.98
C1329754984
29,906
327,103.98
C552460875
403,088.68
105,890.69
0
0
260
PAYMENT
2,745.4
C765888513
30,657
27,911.6
M349869721
0
0
0
0
276
CASH_OUT
151,303.93
C2064946974
5,017
0
C2056129294
84,366.17
235,670.11
0
0
548
CASH_OUT
4,941.73
C550439488
198,676.66
193,734.94
C502402728
8,426.28
13,368.01
0
0
11
PAYMENT
12,034.45
C355543447
216,666.83
204,632.38
M1452167829
0
0
0
0
11
CASH_OUT
24,539.45
C1472490839
0
0
C1340872163
1,262,942.92
1,335,547.71
0
0
287
PAYMENT
21,951.79
C1727187664
367
0
M724855186
0
0
0
0
159
CASH_IN
48,238.22
C1809522111
7,801,731.95
7,849,970.17
C1760621493
2,140,577.74
2,092,339.52
0
0
400
CASH_OUT
119,580.54
C581026978
51,144
0
C1161293138
0
119,580.54
0
0
155
CASH_OUT
200,122.6
C2075322468
0
0
C1877395866
3,292,441.52
3,492,564.12
0
0
259
PAYMENT
10,504.24
C344882499
108,939.22
98,434.99
M1601275761
0
0
0
0
324
TRANSFER
1,222,347.67
C892531313
1,141
0
C1750529696
4,626,272.23
5,848,619.9
0
0
349
PAYMENT
2,114.66
C500006276
72,688.78
70,574.12
M753728147
0
0
0
0
249
PAYMENT
1,099.23
C1275341427
0
0
M296367332
0
0
0
0
517
CASH_OUT
326,551.94
C612914401
7,069
0
C2145405430
1,138,702.99
1,465,254.93
0
0
303
CASH_IN
132,339.61
C2110980917
3,887,940.08
4,020,279.69
C666813059
144,792.85
12,453.24
0
0
37
PAYMENT
34,235.18
C1087596197
53
0
M1276937225
0
0
0
0
500
PAYMENT
7,464.77
C605348975
0
0
M1187655436
0
0
0
0
284
PAYMENT
11,440.26
C1924952725
0
0
M1535443221
0
0
0
0
209
PAYMENT
6,026.38
C41474230
23,652.89
17,626.51
M2063571905
0
0
0
0
158
CASH_OUT
208,027.66
C156129009
0
0
C457005512
482,976.35
691,004.01
0
0
43
CASH_OUT
129,406.17
C1899756667
6,064
0
C153250788
108,282.89
237,689.06
0
0
160
CASH_IN
222,562.84
C1307571707
11,672,039.99
11,894,602.83
C325405901
961,473.77
738,910.93
0
0
186
CASH_IN
12,209.47
C1053339797
21,319
33,528.47
C469903456
246,101.96
233,892.49
0
0
299
CASH_OUT
96,126.27
C388320722
0
0
C202509679
700,768.87
796,895.14
0
0
164
CASH_OUT
110,960.81
C845225854
0
0
C1050371454
204,579.86
378,518.17
0
0
209
PAYMENT
9,903.26
C1255031847
10,484
580.74
M790638430
0
0
0
0
181
CASH_IN
50,874.69
C658760572
9,972,935.85
10,023,810.54
C640828068
281,934.12
231,059.43
0
0
177
CASH_IN
315,315.92
C1298858649
843,981.48
1,159,297.4
C1559774407
605,060.55
289,744.62
0
0
206
PAYMENT
6,638.19
C2074355923
102,726
96,087.81
M1522864507
0
0
0
0
540
CASH_IN
159,698.64
C1063541097
975,315.47
1,135,014.11
C491612262
289,428.87
129,730.22
0
0
263
PAYMENT
10,661.03
C417547988
155,051.96
144,390.93
M579551233
0
0
0
0
16
PAYMENT
14,993.62
C1689418155
0
0
M315723228
0
0
0
0
351
CASH_OUT
157,372.5
C1851520666
0
0
C912638186
301,166.18
458,538.68
0
0
184
PAYMENT
9,694.6
C1507095951
12,432
2,737.4
M1925785830
0
0
0
0
306
PAYMENT
10,540.11
C748774491
0
0
M1685513921
0
0
0
0
42
PAYMENT
14,233.15
C1622136435
0
0
M762210117
0
0
0
0
186
PAYMENT
17,020.63
C1240865221
9,974.09
0
M760188533
0
0
0
0
302
TRANSFER
1,853,637.15
C46555499
0
0
C1340748880
6,369,224.32
8,222,861.47
0
0
154
TRANSFER
1,253,105.19
C1833898756
23,564
0
C771467710
0
1,253,105.19
0
0
379
CASH_OUT
30,047.95
C1498322766
0
0
C1131110848
401,081.66
431,129.61
0
0
187
PAYMENT
8,375.81
C1265544676
756
0
M683342058
0
0
0
0
283
PAYMENT
23,750.89
C712544831
4,030
0
M203599739
0
0
0
0
159
TRANSFER
741,881.17
C508116084
11,329
0
C1873397648
0
741,881.17
0
0
180
TRANSFER
174,094.81
C47937995
660,863.91
486,769.1
C781312520
503,234.09
677,328.9
0
0
323
CASH_OUT
46,822.13
C460479542
11,430
0
C463256934
179,145.69
225,967.82
0
0
355
CASH_OUT
31,515.38
C642452067
29,110
0
C1770198864
0
31,515.38
0
0
13
CASH_IN
335,611.97
C603592945
6,822,211.76
7,157,823.73
C1792862690
486,532.2
0
0
0
346
CASH_IN
292,411.82
C372632957
617,833.87
910,245.69
C1632124243
1,917,839.45
1,625,427.64
0
0
182
CASH_IN
321,601.9
C2095243465
8,112,396.39
8,433,998.28
C450881675
4,126,656.69
3,805,054.79
0
0
179
PAYMENT
697.22
C1178495878
0
0
M1905277104
0
0
0
0
353
CASH_OUT
22,023.82
C1194216681
105,093
83,069.18
C1847219495
264,225.4
286,249.22
0
0
355
CASH_OUT
50,740.45
C196050369
1,038
0
C378008620
0
50,740.45
0
0
710
CASH_OUT
50,924.97
C365021638
12,527
0
C757212877
3,653,150.42
3,704,075.4
0
0
328
CASH_IN
3,323.44
C360696450
8,512,538.39
8,515,861.83
C2118820304
302,225.46
298,902.01
0
0
203
CASH_OUT
276,730.13
C873628429
45,603
0
C747551263
2,468,349.92
2,745,080.05
0
0
328
PAYMENT
2,040.6
C1585397708
225,434
223,393.4
M1399695075
0
0
0
0
190
PAYMENT
2,545.6
C1896768222
1,047
0
M2080541949
0
0
0
0
471
CASH_IN
149,074.91
C2074995375
9,418
158,492.91
C656069553
64,076.16
0
0
0
394
CASH_OUT
372,837.79
C1154526525
0
0
C1311984279
1,007,488.36
1,380,326.15
0
0
357
PAYMENT
7,067.26
C1391257825
0
0
M127768531
0
0
0
0
207
PAYMENT
18,264.47
C1930423511
204,930.52
186,666.05
M2118767016
0
0
0
0
16
CASH_OUT
162,794.55
C167954767
0
0
C1978916320
1,444,280.86
1,796,827.55
0
0
402
PAYMENT
6,601.03
C2081094612
67,625.19
61,024.16
M720215561
0
0
0
0
330
PAYMENT
644.99
C499497582
348,474.56
347,829.57
M278319469
0
0
0
0
403
CASH_OUT
45,456.28
C2069532200
6,871
0
C1352835868
268,897.35
314,353.63
0
0
262
PAYMENT
6,782.6
C1337732981
3,764.42
0
M1889787730
0
0
0
0
259
CASH_IN
82,049.06
C368411517
1,287
83,336.06
C1009495184
0
0
0
0
44
PAYMENT
6,145.22
C1659460006
0
0
M1419844665
0
0
0
0
402
CASH_OUT
353,067.97
C675592580
0
0
C325847951
4,598,431.14
4,951,499.12
0
0