step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
324
PAYMENT
18,651.43
C299740397
0
0
M267072149
0
0
0
0
234
PAYMENT
6,264.85
C1013453918
0
0
M1894443525
0
0
0
0
40
CASH_OUT
199,067.4
C1285202629
0
0
C497153622
929,581.95
1,128,649.35
0
0
177
PAYMENT
3,482.86
C659194628
11,846.74
8,363.88
M121881696
0
0
0
0
235
CASH_IN
296,089.11
C486291120
226
296,315.11
C1813509324
675,229.68
379,140.57
0
0
374
CASH_OUT
102,002.54
C1873833027
21,149
0
C546495530
3,335.27
105,337.81
0
0
209
PAYMENT
14,286.52
C251981218
491,901.73
477,615.22
M293262404
0
0
0
0
39
PAYMENT
2,030.34
C521522195
0
0
M462921397
0
0
0
0
154
CASH_OUT
441,068.17
C1951696174
107,727
0
C286610151
0
441,068.17
0
0
16
CASH_IN
52,242.03
C166060550
6,989,596.37
7,041,838.41
C1660382670
338,050.56
285,808.53
0
0
159
CASH_OUT
235,343.65
C1133990792
0
0
C526759739
2,254,653.68
2,489,997.33
0
0
186
CASH_OUT
234,103.42
C1673826322
0
0
C1321860385
1,199,378.71
1,433,482.13
0
0
18
PAYMENT
4,828.97
C2080825877
621,658.77
616,829.8
M751390382
0
0
0
0
17
CASH_OUT
221,418.02
C608422376
0
0
C740951199
1,740,969.28
2,055,942.55
0
0
155
CASH_IN
119,700.16
C4915530
66,908
186,608.16
C2059774402
0
0
0
0
130
CASH_OUT
338,521.63
C1150697839
0
0
C264512063
1,064,693.32
1,403,214.95
0
0
154
CASH_OUT
131,598.88
C675013910
0
0
C1000732532
876,205.4
1,007,804.28
0
0
400
PAYMENT
2,501.09
C1492305382
404,976.88
402,475.79
M1562235635
0
0
0
0
42
CASH_OUT
52,715.31
C24756826
17,795
0
C362460617
0
52,715.31
0
0
379
CASH_IN
156,390.86
C849129493
0
156,390.86
C2074831179
1,907,508.02
1,751,117.16
0
0
402
CASH_OUT
107,148.38
C1059803036
0
0
C10705319
448,747.79
555,896.17
0
0
375
CASH_OUT
204,736.73
C48671087
32,741
0
C1682284441
0
204,736.73
0
0
160
TRANSFER
1,485,205.45
C1224825179
13,941
0
C2003613716
4,740,943.76
6,823,629.97
0
0
306
CASH_IN
174,763.99
C840541530
6,154,252.94
6,329,016.93
C133492165
772,448.53
597,684.54
0
0
709
CASH_OUT
173,115.68
C1164119397
50,173
0
C8737405
1,185.05
174,300.74
0
0
165
CASH_IN
239,742.21
C734637200
1,730,058.28
1,969,800.49
C616574705
307,320.36
67,578.15
0
0
153
CASH_OUT
351,118.89
C1781741984
38,709
0
C1200754697
69,417.47
420,536.36
0
0
134
CASH_IN
19,568.69
C1119529613
280
19,848.69
C385453888
2,975,727.6
2,956,158.91
0
0
284
CASH_IN
91,017.52
C1802416753
917
91,934.52
C1991480060
243,084.64
152,067.12
0
0
715
PAYMENT
5,840.45
C2028049494
29,527
23,686.55
M1053212322
0
0
0
0
352
PAYMENT
11,270.84
C184383406
0
0
M654784212
0
0
0
0
154
CASH_IN
381,806.19
C1702657834
2,972,384.75
3,354,190.94
C323302928
8,308,346.29
7,926,540.1
0
0
399
PAYMENT
329.52
C2029030455
0
0
M872579026
0
0
0
0
144
TRANSFER
421,923.95
C1036450577
0
0
C410295398
451,730.99
873,654.95
0
0
255
CASH_IN
106,979.42
C1150133263
9,295,178.93
9,402,158.35
C1916427364
2,168,285.6
2,061,306.18
0
0
371
PAYMENT
11,516.78
C973554036
39,343
27,826.22
M2103278466
0
0
0
0
213
PAYMENT
4,212.44
C334930282
1,037
0
M1239625514
0
0
0
0
276
CASH_OUT
186,738.15
C1131119472
0
0
C281682361
2,137,894.8
2,324,632.95
0
0
347
CASH_IN
225,921.46
C932012513
1,596,097.96
1,822,019.42
C1453174597
1,413,898.62
1,187,977.16
0
0
331
PAYMENT
14,294.04
C758070888
0
0
M156195614
0
0
0
0
399
CASH_OUT
198,739.61
C1271386082
93,088.25
0
C1096635998
1,233,583.27
1,432,322.88
0
0
185
CASH_OUT
271,319.75
C352942143
359
0
C2115092403
1,455,831.46
1,727,151.21
0
0
131
CASH_OUT
17,153.29
C2029451507
2,498
0
C1396265973
154,185.05
171,338.34
0
0
255
PAYMENT
4,165.16
C627207142
12,611.63
8,446.47
M686018198
0
0
0
0
522
CASH_OUT
42,103.95
C1659354693
0
0
C1529124102
842,160.97
884,264.92
0
0
182
PAYMENT
3,820.66
C48727484
0
0
M975029296
0
0
0
0
374
CASH_OUT
241,753.49
C920514317
14,280
0
C846102426
6,349.1
248,102.59
0
0
351
CASH_IN
290,246.63
C2016271933
746
290,992.63
C1284129245
1,563,084.03
1,272,837.4
0
0
276
CASH_OUT
299,548.54
C1944836168
0
0
C1888926048
11,622,377.13
11,921,925.67
0
0
228
PAYMENT
10,803.47
C1060863379
0
0
M622392907
0
0
0
0
279
PAYMENT
3,869.2
C1602013465
11,381
7,511.8
M1537329748
0
0
0
0
42
CASH_OUT
201,562.88
C344118826
0
0
C2043863454
486,535.56
688,098.44
0
0
13
PAYMENT
12,379.61
C1683184028
0
0
M1912312710
0
0
0
0
18
CASH_IN
192,405.01
C367608317
5,207,811.66
5,400,216.67
C398084781
786,147.07
593,742.06
0
0
17
PAYMENT
15,511.02
C1530594664
40,827
25,315.98
M1126028999
0
0
0
0
395
CASH_IN
85,699.33
C1662318421
28,328,616.35
28,414,315.68
C1687356196
130,022.34
44,323.01
0
0
156
TRANSFER
857,337.49
C404589
2,506
0
C1645095992
1,282,203.26
2,139,540.76
0
0
11
CASH_IN
203,005.34
C182019870
39,967
242,972.34
C390668195
91,704
0
0
0
44
CASH_OUT
32,727.31
C868749273
464
0
C1051625739
163,555.76
196,283.07
0
0
304
CASH_OUT
415,043.33
C812247268
238,721
0
C1071376591
0
415,043.33
0
0
679
PAYMENT
7,789.66
C1606270664
11,043
3,253.34
M958935434
0
0
0
0
164
CASH_OUT
186,045.9
C1769773253
16,975.84
0
C1897050650
11,054,295.17
11,240,341.07
0
0
285
PAYMENT
28,787.11
C1700970160
0
0
M174821053
0
0
0
0
311
TRANSFER
441,574.51
C1446551413
0
0
C1791423045
1,791,669.81
2,233,244.32
0
0
163
CASH_OUT
170,272.51
C424706578
9,684
0
C1204061970
129,843.56
300,116.07
0
0
307
CASH_OUT
196,814.31
C1611815085
10,888
0
C1994818855
0
196,814.31
0
0
382
PAYMENT
9,902.3
C882672666
150,530
140,627.7
M1923307199
0
0
0
0
182
CASH_IN
260,497.04
C6266545
336,092
596,589.04
C176181670
0
0
0
0
550
PAYMENT
9,317.85
C884189074
15,016
5,698.15
M43075733
0
0
0
0
352
CASH_OUT
45,376.53
C1105739792
0
0
C1478512405
748,198.87
795,766.28
0
0
189
TRANSFER
218,098.86
C1226327939
36,321
0
C1586706943
0
218,098.86
0
0
8
PAYMENT
253.7
C1994564133
1,096
842.3
M646661146
0
0
0
0
21
CASH_IN
346,674.85
C646901567
40,866
387,540.85
C2096067467
1,058,595
1,089,601.48
0
0
325
CASH_OUT
14,291.22
C287644636
0
0
C944455655
323,407.47
337,698.68
0
0
140
PAYMENT
16,575.77
C1165021270
0
0
M612126360
0
0
0
0
522
PAYMENT
16,257.88
C538859410
0
0
M1345224106
0
0
0
0
40
CASH_IN
2,380.64
C47406823
592,112.52
594,493.16
C336249716
307,350.33
304,969.7
0
0
12
PAYMENT
27,412.44
C1952621562
356,849.01
329,436.56
M1407129120
0
0
0
0
163
CASH_OUT
167,105.17
C385294681
0
0
C1667985351
192,182.19
359,287.36
0
0
372
CASH_OUT
460,216.41
C1149812480
502
0
C958153130
114,412.46
574,628.87
0
0
121
PAYMENT
12,306.01
C557406666
79,227
66,920.99
M2009689940
0
0
0
0
183
PAYMENT
5,440.55
C98838686
20,516.05
15,075.51
M1416984051
0
0
0
0
590
PAYMENT
10,608.6
C1446479858
5,499.73
0
M529190443
0
0
0
0
307
CASH_OUT
454,248.04
C1826159490
0
0
C2033800348
591,492.9
1,045,740.94
0
0
564
PAYMENT
7,413.7
C1966206400
101,815
94,401.3
M552140451
0
0
0
0
352
PAYMENT
6,966.28
C68895486
0
0
M1446964954
0
0
0
0
129
TRANSFER
3,675,444.25
C1010375942
2,276
0
C494809832
0
3,675,444.25
0
0
257
CASH_OUT
36,773.81
C1255640308
109,255.25
72,481.44
C862751551
1,714,823.86
1,751,597.67
0
0
156
CASH_OUT
366,679.49
C447012497
6,216
0
C2092649833
0
366,679.49
0
0
283
CASH_OUT
57,742.99
C1883189081
10,512
0
C847817596
200,128.45
257,871.44
0
0
278
CASH_IN
56,510.37
C1703523104
862,848.99
919,359.35
C863547896
647,914.52
591,404.15
0
0
16
CASH_OUT
89,095.45
C2060088742
0
0
C933546262
174,038.15
435,099.58
0
0
18
PAYMENT
8,346.92
C1659412859
0
0
M2059329428
0
0
0
0
10
PAYMENT
10,507.01
C1848339937
23,556.88
13,049.88
M1601718320
0
0
0
0
250
CASH_OUT
95,300.62
C342545509
0
0
C1582020220
538,090.1
633,390.71
0
0
375
PAYMENT
11,599.05
C207032413
0
0
M497871663
0
0
0
0
236
PAYMENT
2,924.45
C1907263785
36,790
33,865.55
M217349870
0
0
0
0
155
CASH_OUT
38,695.73
C1164492416
275,774
237,078.27
C67308948
0
38,695.73
0
0
592
PAYMENT
5,104.93
C2008228244
0
0
M221771353
0
0
0
0
349
PAYMENT
21,268.29
C496280851
0
0
M2133857033
0
0
0
0