step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
182
PAYMENT
3,812.3
C2045927307
20,694
16,881.7
M235292214
0
0
0
0
374
CASH_IN
174,128.37
C323767716
695,483.11
869,611.48
C1634378306
339,958.05
165,829.68
0
0
372
PAYMENT
17,865.18
C1337356292
62,070
44,204.82
M166356608
0
0
0
0
211
CASH_IN
97,287.95
C1609789193
289,765
387,052.95
C1532488144
0
0
0
0
326
CASH_IN
361,279.97
C15065492
21,939
383,218.97
C1581491453
877,610.96
516,330.99
0
0
201
CASH_OUT
61,231.38
C1387190853
0
0
C2683319
2,276,828.2
2,338,059.58
0
0
347
CASH_OUT
10,533.43
C1203246299
0
0
C782346644
296,209.07
306,742.5
0
0
20
CASH_IN
243,173.33
C220608354
5,988,854.15
6,232,027.48
C325785010
484,180.05
241,006.72
0
0
235
PAYMENT
10,337.72
C1068731361
169,361.88
159,024.16
M1805355574
0
0
0
0
349
PAYMENT
10,188.48
C1814245383
0
0
M125092858
0
0
0
0
383
PAYMENT
2,908.26
C1904897317
0
0
M916537394
0
0
0
0
164
CASH_OUT
77,962.91
C1933580274
13,941
17,329.09
C1438167856
11,011
88,973.91
0
0
351
CASH_OUT
522,349.64
C517370111
25,587.92
0
C1518831086
685,720.29
1,208,069.92
0
0
278
PAYMENT
30,220.54
C1782219355
0
0
M897999562
0
0
0
0
190
CASH_IN
54,754.02
C1010042535
2,738,419.49
2,793,173.51
C1283190954
4,413,925.12
4,359,171.1
0
0
397
CASH_OUT
126,340.32
C2055996078
14,834.96
0
C986468385
1,078,384.84
1,204,725.16
0
0
275
PAYMENT
29,455.29
C511343949
0
0
M1764203227
0
0
0
0
179
CASH_IN
87,392.97
C117051182
9,129,466.37
9,216,859.34
C1717203800
1,109,056.15
1,021,663.18
0
0
334
CASH_OUT
67,520.56
C908173714
410
0
C1185948448
0
67,520.56
0
0
138
CASH_OUT
23,895.2
C1248154918
47,700
23,804.8
C419871673
3,007,907.55
2,813,063.45
0
0
166
CASH_OUT
186,185.84
C396697764
0
0
C960344185
3,129,839.16
3,316,025
0
0
216
CASH_IN
165,360.91
C1988774473
2,720,436.46
2,885,797.37
C1401547154
8,286,429.1
8,121,068.19
0
0
164
CASH_OUT
31,062.78
C108394847
0
0
C2011268389
5,581,968.59
5,613,031.37
0
0
330
CASH_OUT
90,241.97
C2002639224
2,125
0
C1897838663
713,347.31
803,589.28
0
0
302
CASH_OUT
337,830.03
C1342627976
45,994
0
C1074780673
135,282.09
473,112.12
0
0
297
CASH_IN
87,995.54
C1729464425
10,760,534.25
10,848,529.79
C1269097316
6,515,059.55
6,427,064.01
0
0
369
PAYMENT
13,515.29
C997489483
0
0
M1038169578
0
0
0
0
178
CASH_IN
7,380.68
C714293786
10,000,815.34
10,008,196.02
C491710506
1,482,495.66
1,475,114.98
0
0
161
PAYMENT
564.38
C1225892353
0
0
M1077512681
0
0
0
0
304
PAYMENT
48,348.79
C879813256
0
0
M1014989427
0
0
0
0
40
CASH_IN
261,196.6
C1250165863
5,757,111.17
6,018,307.77
C1664689017
2,856,000.32
2,594,803.72
0
0
276
CASH_OUT
1,233.19
C1129740657
0
0
C70039903
2,896,272.3
2,897,505.49
0
0
129
CASH_IN
176,775.84
C1492357642
6,463,016.1
6,639,791.94
C192945022
773,408.1
596,632.26
0
0
310
TRANSFER
1,154,769.3
C526432433
0
0
C1360092022
5,234,918.64
6,389,687.94
0
0
48
CASH_IN
190,409.42
C1372739446
2,700,394.36
2,890,803.78
C1962917772
1,315,649.34
1,125,239.92
0
0
354
PAYMENT
6,943.91
C1397969802
294,271.23
287,327.32
M1470019079
0
0
0
0
500
TRANSFER
141,336.16
C1107994819
2,553
0
C1600043273
0
141,336.16
0
0
276
CASH_OUT
69,205.17
C1804382649
22,330
0
C970845940
0
69,205.17
0
0
10
CASH_IN
442,053.92
C562095717
89,773.52
531,827.44
C2141994208
0
1,265,185.12
0
0
119
CASH_OUT
285,249.47
C1881016690
0
0
C1895023848
299,958.5
585,207.97
0
0
404
CASH_OUT
195,318.26
C1307719370
125,803
0
C1636856992
0
195,318.26
0
0
438
TRANSFER
1,648,547.69
C1184464536
1,648,547.69
0
C919670437
0
0
1
0
214
CASH_IN
316,341
C1078728720
844,646.11
1,160,987.11
C1972152749
3,661,565.45
3,345,224.45
0
0
43
PAYMENT
16,365.28
C630763781
135,785
119,419.72
M820359818
0
0
0
0
178
CASH_IN
51,449.09
C848655699
20,845
72,294.09
C1769568541
802,438.53
972,659.95
0
0
323
CASH_OUT
390,851.88
C854724834
36,608
0
C1881062348
181,535.86
572,387.75
0
0
132
CASH_OUT
108,634.51
C1209393554
0
0
C704950125
1,386,930.36
1,495,564.87
0
0
213
PAYMENT
26,251.22
C873431346
0
0
M424614121
0
0
0
0
39
PAYMENT
7,226.52
C1927278317
0
0
M848911110
0
0
0
0
328
CASH_OUT
38,430.65
C1578760980
0
0
C1640961071
6,477,099.19
6,515,529.84
0
0
203
CASH_OUT
285,579.19
C1584842527
13,807
0
C1740417324
3,642,804.55
3,928,383.74
0
0
309
PAYMENT
28,021.27
C595603135
1,277
0
M263843696
0
0
0
0
203
PAYMENT
5,113.57
C603991118
0
0
M386085281
0
0
0
0
33
PAYMENT
7,923
C491981571
0
0
M1934580761
0
0
0
0
325
PAYMENT
10,015.68
C62043835
29,316
19,300.32
M879018709
0
0
0
0
187
PAYMENT
7,032.86
C28913746
285,406.73
278,373.87
M517385592
0
0
0
0
211
CASH_OUT
155,664.36
C446334879
0
0
C1612022153
10,506,199.67
10,661,864.03
0
0
277
TRANSFER
351,973.02
C1733661152
613,287
261,313.98
C58427241
6,179.5
358,152.52
0
0
355
PAYMENT
28,517.77
C584638626
99,452
70,934.23
M2038595585
0
0
0
0
19
CASH_OUT
197,430.45
C1573867166
530,923
333,492.55
C643065261
803,441.55
1,084,526.66
0
0
42
PAYMENT
3,130.76
C913936559
31,615
28,484.24
M1394625498
0
0
0
0
226
CASH_OUT
73,195.48
C45133917
0
0
C230372720
457,097.02
530,292.5
0
0
37
CASH_IN
426,075.37
C1135204764
31,659
457,734.37
C8419048
933,518.6
507,443.23
0
0
11
CASH_OUT
133,771.98
C745754155
105,900
0
C643077053
339,124.17
429,054.57
0
0
250
CASH_IN
62,591.39
C1532786287
16,782,644.64
16,845,236.03
C429552563
1,182,180.22
1,119,588.83
0
0
14
CASH_OUT
318,343.01
C144288105
70,814
0
C211419500
297,578.54
723,424.67
0
0
251
PAYMENT
18,461.07
C1454043807
21,601
3,139.93
M2004143268
0
0
0
0
588
CASH_OUT
236,681.14
C1152911269
69,054
0
C1381859104
4,025.35
240,706.5
0
0
356
CASH_OUT
61,818.58
C2082694603
6,433
0
C2115636380
0
61,818.58
0
0
404
CASH_IN
68,991.13
C748167595
2,375,119.84
2,444,110.97
C1582850096
287,773.08
218,781.94
0
0
178
CASH_IN
55,009.85
C860955134
18,055,532.28
18,110,542.13
C1128135274
117,515.75
62,505.9
0
0
310
PAYMENT
34,005.24
C802185058
0
0
M225482653
0
0
0
0
18
CASH_OUT
44,918.56
C246210549
18,794.33
0
C657137249
134,282.93
689,256.8
0
0
299
CASH_OUT
81,238.17
C98161486
11,403
0
C1282392686
0
81,238.17
0
0
275
CASH_OUT
282,670.75
C1029126025
0
0
C1905764112
1,297,205.13
1,579,875.87
0
0
279
CASH_IN
71,739.74
C755235563
7,705,044.49
7,776,784.22
C540157795
5,917,037.57
5,845,297.83
0
0
259
CASH_OUT
55,605.75
C515223483
207,121
151,515.25
C784781235
69,569.56
125,175.32
0
0
354
CASH_IN
87,776.7
C218077175
3,309
91,085.7
C1242954379
0
0
0
0
206
CASH_OUT
274,455.99
C1526420754
225,344.03
0
C1069481080
2,107,522.16
2,381,978.15
0
0
346
CASH_OUT
30,848.09
C1478793344
659
0
C1097630164
124,023.23
154,871.32
0
0
159
PAYMENT
3,467.01
C479153898
795
0
M1215374941
0
0
0
0
397
PAYMENT
19,793.59
C221800163
0
0
M1420649081
0
0
0
0
257
CASH_OUT
44,154.54
C1681242304
0
0
C281780907
1,178,814.07
1,222,968.61
0
0
328
TRANSFER
930,042.86
C1247127994
0
0
C897599343
1,108,856.42
2,038,899.28
0
0
40
PAYMENT
10,493.04
C1097016697
85,514.41
75,021.37
M1318990426
0
0
0
0
355
CASH_OUT
208,942.37
C1804615718
45,355
0
C358963950
0
208,942.37
0
0
14
CASH_IN
333,442.72
C1181555875
6,486,621.02
6,820,063.74
C882629398
630,248.02
296,805.3
0
0
12
PAYMENT
11,688.65
C1981991043
862
0
M1936305900
0
0
0
0
186
TRANSFER
231,678.8
C920748794
0
0
C2120351787
239,836.45
471,515.25
0
0
19
CASH_OUT
170,083.46
C1714898601
11,574
0
C1151880738
279,169.55
449,253
0
0
212
CASH_OUT
173,795.07
C108739306
275,909
102,113.93
C1711278928
58,255.6
232,050.66
0
0
38
PAYMENT
7,161.35
C741616460
288,204.95
281,043.6
M1759578886
0
0
0
0
253
PAYMENT
1,886.52
C1169458896
0
0
M226324703
0
0
0
0
184
CASH_OUT
116,667.42
C709901022
798,666
681,998.58
C1159701461
0
116,667.42
0
0
256
CASH_OUT
107,383.78
C81656636
0
0
C1583976105
1,428,654.04
1,536,037.82
0
0
374
CASH_OUT
94,848.74
C1180828916
118
0
C1025069850
726,436.69
821,285.43
0
0
301
TRANSFER
1,580,362.7
C504910448
0
0
C857753866
1,949,853.06
3,530,215.76
0
0
13
CASH_OUT
552,858.07
C320191920
105,010
0
C1942139940
0
552,858.07
0
0
322
CASH_IN
194,256.91
C1672280023
671,379.64
865,636.55
C1863429423
1,387,779.72
1,193,522.81
0
0
407
PAYMENT
5,740.99
C785740343
59,853.09
54,112.1
M1393486064
0
0
0
0