step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
354
CASH_OUT
38,791.6
C1745324488
0
0
C831801325
16,662,294.21
16,701,085.81
0
0
263
PAYMENT
4,963.22
C1201850269
123,769
118,805.78
M149603502
0
0
0
0
202
PAYMENT
7,869.97
C2018904622
5,043
0
M1707869836
0
0
0
0
545
CASH_OUT
247,498.15
C1720181741
117,856
0
C1916274934
0
247,498.15
0
0
354
PAYMENT
11,697.88
C358158276
179,390.58
167,692.7
M544711379
0
0
0
0
346
PAYMENT
8,217.38
C554382754
31,169
22,951.62
M19822915
0
0
0
0
38
CASH_OUT
298,814.93
C91621194
5,058
0
C173468702
2,144,697.37
2,443,512.3
0
0
304
CASH_OUT
90,811.76
C2041878227
0
0
C1074767334
125,403.88
216,215.64
0
0
404
CASH_OUT
216,596.4
C906796288
0
0
C2002863461
360,110.02
576,706.41
0
0
301
PAYMENT
17,580.49
C1367070002
0
0
M1211233487
0
0
0
0
45
PAYMENT
7,531.28
C2015294874
0
0
M830713543
0
0
0
0
211
CASH_IN
67,618.35
C2123314535
201,138
268,756.35
C1368117207
1,413,508.92
1,345,890.58
0
0
138
PAYMENT
29,139.8
C643514583
22,065
0
M1369589327
0
0
0
0
407
PAYMENT
7,979.74
C1655282523
20,612
12,632.26
M1893937549
0
0
0
0
201
PAYMENT
4,448.08
C631241795
0
0
M318969880
0
0
0
0
273
CASH_IN
164,515.34
C235636344
6,015,653.74
6,180,169.08
C1734667469
1,205,561.72
1,041,046.37
0
0
179
PAYMENT
11,962.16
C2070324783
0
0
M1779069677
0
0
0
0
279
CASH_OUT
337,879.21
C484957058
148,264
0
C1387897765
0
337,879.21
0
0
139
CASH_OUT
13,751.27
C1687443195
140
0
C1464818223
212,442.54
226,193.81
0
0
203
TRANSFER
259,828.07
C946314378
24,522
0
C2091631147
13,478,275.24
13,738,103.31
0
0
12
CASH_IN
175,167.16
C481952310
8,226,070.57
8,401,237.72
C1692434834
360,451.09
2,964,839.85
0
0
162
CASH_IN
258,910.44
C988058487
12,333,759.64
12,592,670.08
C1815509870
8,085,054.99
7,633,170.4
0
0
47
PAYMENT
3,374.95
C2144375584
0
0
M1916443419
0
0
0
0
212
CASH_OUT
239,331.83
C1587470532
0
0
C856513030
244,372.98
808,533.38
0
0
44
CASH_IN
21,226.73
C1466492135
2,919,739.76
2,940,966.48
C575836704
239,490.07
218,263.35
0
0
323
CASH_OUT
520,992.86
C1968016280
21,728
0
C622687366
722,805.68
1,243,798.53
0
0
354
CASH_OUT
165,959.1
C536480987
0
0
C1798958074
599,966.61
765,925.71
0
0
155
CASH_OUT
145,757.76
C729936297
0
0
C1009349872
255,149.92
440,298.21
0
0
33
CASH_IN
471,820.71
C252683031
2,617,020.93
3,088,841.64
C892223329
1,574,774.81
1,102,954.1
0
0
188
PAYMENT
16,372.16
C4641123
1,224.3
0
M1092166047
0
0
0
0
155
PAYMENT
15,065.21
C1670560598
0
0
M656113983
0
0
0
0
327
CASH_OUT
135,559.38
C1907099070
0
0
C650281226
528,823
664,382.38
0
0
44
PAYMENT
2,508.26
C15799925
53,955
51,446.74
M1608023717
0
0
0
0
688
CASH_OUT
85,881.7
C148065356
283,570.8
197,689.1
C921939652
1,055,102.85
1,140,984.55
0
0
17
CASH_IN
475,903.61
C491049010
30,095
505,998.61
C465060302
1,871,907.67
1,396,004.06
0
0
33
CASH_IN
396,627.5
C2071714976
30,170.68
426,798.19
C1737378302
1,010,986.64
614,359.14
0
0
130
CASH_IN
183,966.32
C1724504462
449,687.93
633,654.25
C973491531
263,958.71
79,992.38
0
0
393
CASH_OUT
57,402.12
C861185682
0
0
C2002883859
1,229,488.64
1,286,890.76
0
0
419
TRANSFER
382,000.9
C1489872465
218,630.46
0
C953128586
876,140.46
1,258,141.36
0
0
404
CASH_OUT
24,901.31
C1802453172
55,301
30,399.69
C1373294810
0
24,901.31
0
0
182
PAYMENT
25,275.83
C599529358
84,525
59,249.17
M1092469623
0
0
0
0
372
CASH_OUT
174,881.81
C484880832
124,195
0
C385449836
10,586,134.79
10,761,016.6
0
0
251
PAYMENT
18,045.75
C1848983213
898
0
M946473414
0
0
0
0
201
CASH_IN
196,022.65
C72790751
44,648
240,670.65
C1143643171
0
0
0
0
140
PAYMENT
11,097.49
C335870863
11,318
220.51
M1257961575
0
0
0
0
13
PAYMENT
6,022.97
C1212507431
0
0
M25690972
0
0
0
0
48
CASH_OUT
94,493.11
C95928705
0
0
C240234183
215,318.15
309,811.26
0
0
252
CASH_IN
248,498.34
C2026754795
2,525,213.95
2,773,712.29
C1276951352
2,456,058.37
2,207,560.03
0
0
448
PAYMENT
12,570.46
C1692694624
0
0
M1837777541
0
0
0
0
256
TRANSFER
612,696.97
C1963422110
0
0
C1084130939
621,667.25
1,234,364.22
0
0
304
PAYMENT
3,597.89
C1512417271
6,009.72
2,411.83
M1239818955
0
0
0
0
177
PAYMENT
4,194.31
C1017392624
517
0
M95823835
0
0
0
0
255
CASH_OUT
262,972.75
C2086708261
65,134
0
C1948499104
0
262,972.75
0
0
14
CASH_OUT
194,444.11
C581957382
0
0
C1393425219
200,394.34
66,193.51
0
0
299
PAYMENT
27,593.25
C1191295383
15,306
0
M799035195
0
0
0
0
131
PAYMENT
24,029.13
C1335978997
19,729
0
M1640982412
0
0
0
0
40
PAYMENT
41,720.18
C1890097932
21,055
0
M1716538530
0
0
0
0
347
PAYMENT
8,745.95
C406945800
0
0
M1626522103
0
0
0
0
164
PAYMENT
3,049.46
C738175223
20,917
17,867.54
M1038823223
0
0
0
0
416
TRANSFER
894,253.29
C42741666
0
0
C1708685008
2,158,170.78
3,052,424.07
0
0
299
PAYMENT
6,304.59
C795882694
128,297.96
121,993.38
M1790597446
0
0
0
0
15
CASH_OUT
271,719.89
C369411523
1,445
0
C1566653742
296,451.74
940,011.26
0
0
546
PAYMENT
21,744.05
C1424993451
39,980.76
18,236.7
M256682973
0
0
0
0
283
CASH_IN
123,165.3
C916912361
248,898.72
372,064.02
C518332215
812,834.62
689,669.32
0
0
33
PAYMENT
14,438.83
C1966710061
57,372
42,933.17
M417514876
0
0
0
0
354
TRANSFER
1,012,606.17
C1579307499
83,611
0
C455020586
166,497.77
1,179,103.94
0
0
307
PAYMENT
4,959.07
C1154100804
0
0
M1900361660
0
0
0
0
236
CASH_OUT
81,754.63
C1754261853
0
0
C1062856908
109,672.77
191,427.4
0
0
381
CASH_OUT
12,090.92
C1974180556
0
0
C201460243
1,345,652.69
1,357,743.61
0
0
202
PAYMENT
19,811.49
C496064581
453,807.79
433,996.3
M443569488
0
0
0
0
254
CASH_OUT
24,470.14
C1416892604
0
0
C1129160232
1,291,215.09
1,315,685.23
0
0
210
CASH_IN
166,501.41
C1827239239
1,265
167,766.41
C1224571629
880.62
0
0
0
34
CASH_OUT
371,967.58
C138992882
0
0
C1262561275
712,016.14
1,560,948.18
0
0
374
CASH_OUT
255,850.17
C922064400
0
0
C917129141
623,960.34
879,810.51
0
0
16
CASH_OUT
55,536.48
C2086003038
21,131
0
C240259175
147,871.2
212,419.47
0
0
324
PAYMENT
53,009.57
C1581614106
0
0
M1428684490
0
0
0
0
577
CASH_IN
84,502.49
C384954683
5,685,588.25
5,770,090.74
C1245168679
268,657.25
184,154.76
0
0
46
PAYMENT
15,850.98
C349757219
0
0
M1868019521
0
0
0
0
589
PAYMENT
35,191.26
C1003607199
126,138
90,946.74
M311863689
0
0
0
0
282
TRANSFER
257,970.61
C780499988
0
0
C915070269
625,830.88
883,801.49
0
0
158
TRANSFER
1,138,938.51
C990116541
0
0
C1601032258
5,686,228.9
6,825,167.41
0
0
211
PAYMENT
3,243.04
C2117800737
0
0
M2130351282
0
0
0
0
346
PAYMENT
61,471.09
C1465729270
91,588.37
30,117.28
M493001946
0
0
0
0
404
TRANSFER
428,745.53
C1860869566
71,614.63
0
C1693324070
481,038.55
909,784.08
0
0
37
CASH_IN
153,228.07
C1934864401
5,202,383.98
5,355,612.05
C1431796164
157,167.75
3,939.68
0
0
374
CASH_OUT
52,673.35
C3043663
204,052
151,378.65
C1350667369
1,382,020.09
1,434,693.44
0
0
202
PAYMENT
1,173.82
C187918560
0
0
M1837804285
0
0
0
0
228
CASH_OUT
141,450.43
C1802009066
0
0
C953030919
2,079,132.3
2,220,582.73
0
0
570
CASH_OUT
229,882.99
C1143176061
31,243
0
C1958275131
0
229,882.99
0
0
347
CASH_OUT
460,238.88
C24573475
31,081
0
C824636620
0
460,238.88
0
0
1
TRANSFER
955,855
C94830685
0
0
C248609774
1,179,112.54
6,453,430.91
0
0
8
TRANSFER
57,296.77
C2147266720
30,810
0
C1941371857
0
0
0
0
142
PAYMENT
7,877.38
C743266562
104,961
97,083.62
M2061041991
0
0
0
0
134
CASH_OUT
245,247.19
C1146922209
458,078.57
212,831.38
C865628377
6,736,710.6
6,981,957.79
0
0
41
PAYMENT
7,327.93
C429675827
133,388.43
126,060.5
M72678806
0
0
0
0
129
CASH_OUT
41,686.05
C1135394526
32,811
0
C1879158193
997,845.46
1,039,531.51
0
0
492
CASH_OUT
683,226.88
C380962927
69,927
0
C1730612355
0
683,226.88
0
0
136
CASH_OUT
351,532.17
C1186126390
0
0
C826821944
938,248.83
1,289,781
0
0
692
TRANSFER
276,751.32
C193711119
9,990
0
C1124383704
3,757,229.8
4,033,981.12
0
0
252
PAYMENT
31,535.63
C1294817767
128,068
96,532.37
M1513390061
0
0
0
0