step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
36
CASH_OUT
54,874.88
C1634322121
0
0
C433200750
30,012.14
84,887.02
0
0
17
CASH_OUT
133,317.47
C1324698408
0
0
C626844969
1,056,482.22
1,251,228.88
0
0
347
PAYMENT
20,297.61
C1696158227
592,803.38
572,505.78
M1411341086
0
0
0
0
332
PAYMENT
10,259.68
C2129050342
0
0
M1829508190
0
0
0
0
401
PAYMENT
8,931.91
C1871579361
78,887
69,955.09
M574463685
0
0
0
0
251
PAYMENT
26,997.58
C470984222
9,686
0
M631147219
0
0
0
0
370
PAYMENT
12,430.97
C146419548
0
0
M1222282467
0
0
0
0
592
PAYMENT
4,004.41
C298149396
159,063.44
155,059.03
M1814175325
0
0
0
0
332
CASH_OUT
237,651.6
C306583484
0
0
C2137486004
633,830.74
871,482.34
0
0
19
CASH_IN
319,893.76
C614996730
4,093
323,986.76
C1327400413
0
0
0
0
140
CASH_OUT
10,074
C1562983357
170,190.16
160,116.16
C764793876
50,676.06
60,750.06
0
0
227
PAYMENT
27,825.37
C665529736
0
0
M775402000
0
0
0
0
352
CASH_OUT
324,716.54
C2139691712
286,381
0
C932784694
108,594.57
433,311.11
0
0
231
CASH_OUT
178,759.3
C532221511
32,627
0
C1768685055
1,023,650.86
1,202,410.16
0
0
178
CASH_IN
328,149.37
C843896204
126
328,275.37
C104205963
0
0
0
0
237
TRANSFER
256,701.48
C1010155007
21,087
0
C723074236
31,385.67
288,087.15
0
0
208
PAYMENT
2,662.06
C387403520
0
0
M1877742456
0
0
0
0
141
PAYMENT
4,959.16
C86677331
71,684
66,724.84
M1058532670
0
0
0
0
232
PAYMENT
10,934.35
C724233037
114,693.41
103,759.05
M1402792505
0
0
0
0
15
PAYMENT
7,864.54
C414262111
9,932
2,067.46
M1649373798
0
0
0
0
10
CASH_OUT
26,248.33
C933886737
23,660
0
C428540589
4,836,255.36
4,959,452.61
0
0
225
CASH_IN
255,945.79
C1790266947
7,046,866.58
7,302,812.37
C1067405169
3,517,989.85
3,262,044.06
0
0
15
PAYMENT
6,510.61
C657572786
16,680
10,169.39
M956241799
0
0
0
0
183
CASH_IN
8,218.3
C1678550612
4,321,360.93
4,329,579.22
C1151119042
616,183.35
607,965.05
0
0
215
PAYMENT
13,733.6
C722384968
0
0
M1139108885
0
0
0
0
310
CASH_IN
404,544.77
C108779257
18,480,391.75
18,884,936.52
C222919399
826,582.06
422,037.29
0
0
21
CASH_IN
162,498.76
C253810001
116,778
279,276.76
C952488041
683,163.7
520,664.93
0
0
185
PAYMENT
10,191.81
C572437094
220,738.63
210,546.82
M573984413
0
0
0
0
306
CASH_OUT
326,714.42
C1255493595
57,466
0
C1700994845
358,168.31
684,882.73
0
0
336
PAYMENT
45,946.48
C1143015451
635,457
589,510.52
M578383745
0
0
0
0
42
CASH_OUT
235,256.72
C411022128
0
0
C1288391434
1,712,574.01
1,947,830.73
0
0
281
PAYMENT
10,759.35
C866531943
32,171
21,411.65
M1422122081
0
0
0
0
257
PAYMENT
3,410.13
C531804289
26,706.87
23,296.74
M2138742361
0
0
0
0
350
TRANSFER
1,470,597.82
C934690882
0
0
C1235029895
8,738,719.84
10,209,317.66
0
0
284
CASH_OUT
151,027.26
C1059301612
5,818
0
C812763647
10,785.05
161,812.32
0
0
10
CASH_IN
160,773.08
C321985856
162
160,935.08
C51626955
1,040,386.79
1,087,557.1
0
0
525
PAYMENT
6,228.51
C243113497
0
0
M105007699
0
0
0
0
206
CASH_OUT
224,204.59
C2034910819
1,035
0
C2120849051
6,110.16
230,314.75
0
0
183
CASH_OUT
225,541.17
C277744824
21,204
0
C904684626
515,247.39
740,788.55
0
0
138
PAYMENT
12,163.09
C1999834525
14,754.44
2,591.35
M1694133021
0
0
0
0
548
CASH_IN
95,816.5
C1218701757
1,704,777.08
1,800,593.58
C1073356051
1,097,837.99
1,002,021.49
0
0
353
PAYMENT
19,645.18
C1233407149
0
0
M2100108155
0
0
0
0
327
CASH_IN
251,039.4
C1674067813
82,421.68
333,461.08
C1503308483
1,546,071
1,295,031.6
0
0
186
PAYMENT
3,660.13
C515781642
184,817.33
181,157.21
M208241532
0
0
0
0
186
CASH_IN
123,746.49
C26840541
144,631.79
268,378.28
C328309694
309,494.97
185,748.48
0
0
154
CASH_OUT
118,734.95
C1209053846
0
0
C1917371091
7,994,983.21
8,113,718.16
0
0
357
CASH_IN
104,142.31
C1590134561
33,574
137,716.31
C1903366624
355,632.06
251,489.75
0
0
376
CASH_IN
42,361.07
C1556514267
11,938
54,299.07
C456513411
1,981,986.42
1,939,625.35
0
0
180
CASH_OUT
35,277.61
C547312387
10,604
0
C1122476349
0
35,277.61
0
0
133
PAYMENT
19,020.2
C1500695703
58,396
39,375.8
M558220824
0
0
0
0
358
CASH_OUT
209,180.73
C462960745
106,470
0
C365868701
124,419.23
333,599.96
0
0
325
CASH_OUT
252,207.81
C110829790
0
0
C1378200730
475,064.53
727,272.34
0
0
154
CASH_IN
125,908.65
C489547063
41,386
167,294.65
C1078481768
1,328,683.52
1,202,774.86
0
0
359
CASH_IN
358,430.34
C1278128571
5,109,222.58
5,467,652.92
C692928820
1,754,498.77
1,396,068.44
0
0
18
CASH_OUT
47,547.06
C1000726894
0
0
C165335827
1,640,168.54
1,558,875.62
0
0
140
CASH_IN
166,552.02
C550558893
20,736
187,288.02
C1745574763
185,439.24
18,887.22
0
0
379
PAYMENT
29,912.83
C1615921881
115,043.18
85,130.34
M24097400
0
0
0
0
136
PAYMENT
15,187.14
C1298059000
5,536
0
M946276253
0
0
0
0
14
CASH_OUT
153,534.68
C14271065
0
0
C2106851928
190,923.87
166,709.34
0
0
161
CASH_IN
289,200.75
C16853365
9,025
298,225.75
C1947710397
851,787.23
562,586.48
0
0
399
TRANSFER
202,777.79
C1345408994
0
0
C935587818
394,396.44
597,174.23
0
0
234
CASH_OUT
170,723.53
C2066577035
0
0
C1172611827
2,428,505.92
2,599,229.45
0
0
188
PAYMENT
53,784.84
C1735297066
0
0
M369055372
0
0
0
0
129
CASH_IN
103,742.3
C273537766
44,165
147,907.3
C869272462
0
0
0
0
252
PAYMENT
3,781.01
C674038224
21,208
17,426.99
M857412894
0
0
0
0
299
TRANSFER
847,733.82
C962959242
148
0
C610336342
0
847,733.82
0
0
9
PAYMENT
11,450.25
C1155132460
19,944
8,493.75
M1027000464
0
0
0
0
211
CASH_OUT
158,324.09
C1982637597
30,486
0
C1063403165
183
159,266.59
0
0
408
PAYMENT
5,867.27
C452081549
206,407.34
200,540.07
M1018965296
0
0
0
0
45
TRANSFER
172,707.7
C715340087
135,356
0
C323227296
699,051.21
871,758.91
0
0
378
CASH_OUT
51,617.11
C508948507
0
0
C1124505756
268,073.82
319,690.93
0
0
375
CASH_OUT
251,660.01
C1232856
0
0
C193057322
883,726.68
1,135,386.69
0
0
133
PAYMENT
24,875.15
C341049374
20,187
0
M2111684760
0
0
0
0
259
CASH_IN
66,633.69
C190889880
581,953.47
648,587.16
C1885572056
251,784.46
185,150.77
0
0
330
CASH_OUT
90,187.15
C1112342945
0
0
C2087126700
708,088.01
798,275.17
0
0
11
PAYMENT
12,931.54
C632306280
0
0
M1233266144
0
0
0
0
335
PAYMENT
7,479.34
C1154766373
65,583.2
58,103.86
M302512919
0
0
0
0
206
CASH_IN
132,047.21
C1510379073
83
132,130.21
C2090477333
101,064.95
0
0
0
212
CASH_IN
121,512.19
C236630493
1,747,292.73
1,868,804.92
C1939084847
633,437.04
511,924.85
0
0
254
CASH_OUT
79,037.2
C1454474044
0
0
C765184947
128,295.28
207,332.47
0
0
154
PAYMENT
16,114.29
C790449668
119,822
103,707.71
M1577676952
0
0
0
0
393
TRANSFER
2,811,382.21
C2040815325
373,392.12
0
C136054882
4,586,923.91
7,398,306.12
0
0
227
CASH_OUT
72,963.26
C786153984
182,290.29
109,327.04
C1343381224
847,600.25
920,563.5
0
0
211
CASH_IN
219,965.66
C1297395367
22,966,881.84
23,186,847.51
C1707665447
1,671,281.48
1,451,315.82
0
0
178
CASH_OUT
167,910.46
C37720951
107
0
C318365107
327,390.77
495,301.23
0
0
212
CASH_IN
19,340.2
C152664352
9,409,246.01
9,428,586.21
C785498527
617,917.99
598,577.79
0
0
234
PAYMENT
5,409.98
C2094144037
34,568.78
29,158.8
M939909813
0
0
0
0
346
PAYMENT
72,355.32
C1173835280
254,553.42
182,198.1
M1418989092
0
0
0
0
299
CASH_OUT
125,721.78
C472180070
0
0
C654925258
811,945.08
937,666.86
0
0
321
CASH_IN
272,697.46
C1941543739
30,269
302,966.46
C2108997616
0
0
0
0
330
CASH_OUT
335,568.68
C1911648630
82,613
0
C90599458
0
335,568.68
0
0
163
CASH_OUT
130,790.66
C1914187423
36,723
0
C1773712560
0
130,790.66
0
0
329
CASH_IN
214,374.06
C662762259
10,175,331.85
10,389,705.91
C460355670
223,726.44
9,352.38
0
0
186
CASH_OUT
99,489.49
C1885484656
1,617
0
C1738266562
28,988.4
128,477.89
0
0
185
CASH_IN
172,295.73
C1685222265
10,300
182,595.73
C363617571
286,112.17
113,816.44
0
0
40
CASH_IN
138,334.02
C266058119
3,295,004
3,433,338.02
C1191909587
208,774.16
70,440.14
0
0
405
CASH_OUT
106,296.13
C47550093
140,610.46
34,314.33
C705046058
1,468,819.76
1,575,115.89
0
0
324
PAYMENT
68,580.93
C1365054455
11,425
0
M1892891904
0
0
0
0
158
PAYMENT
4,907.6
C874459570
19,824
14,916.4
M1607111865
0
0
0
0
136
CASH_OUT
124,477.07
C892825740
22
0
C2018533
4,962.69
129,439.76
0
0