step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
286
CASH_OUT
38,183.47
C1983966290
13,941
0
C1107630811
560,293.31
598,476.78
0
0
349
CASH_IN
200,742.42
C906162239
13,941
222,489.42
C915640774
0
0
0
0
280
CASH_OUT
196,938.69
C682209770
0
0
C1511715810
447,511.55
644,450.25
0
0
394
PAYMENT
8,323.71
C1875710751
0
0
M1273065667
0
0
0
0
356
TRANSFER
813,913.77
C1427475986
302,772
0
C958496298
0
813,913.77
0
0
375
PAYMENT
14,944.12
C1938912528
0
0
M1096499052
0
0
0
0
18
CASH_IN
123,354.61
C994052950
3,359,485.88
3,482,840.49
C1376995147
420,955.7
297,601.08
0
0
308
CASH_OUT
61,462.4
C1708830016
0
0
C881128088
414,337.27
475,799.67
0
0
236
PAYMENT
39,420.82
C577690840
0
0
M426633185
0
0
0
0
140
TRANSFER
911,337.32
C747653668
0
0
C1266475528
7,416,752.57
8,328,089.89
0
0
187
TRANSFER
1,301,268.85
C2007840260
165,776.18
0
C452656127
2,746,432.28
4,047,701.13
0
0
377
CASH_OUT
243,176.98
C1462936280
60,643
0
C1011084498
169,820.64
412,997.62
0
0
300
CASH_OUT
208,926.55
C443309990
11,154
0
C693996889
230,493.58
439,420.13
0
0
524
CASH_OUT
155,462.71
C978287882
0
0
C10522193
5,315,466.48
5,470,929.19
0
0
403
CASH_IN
47,588.55
C233428667
7,988,830.1
8,036,418.65
C93841120
663,606.92
616,018.37
0
0
617
PAYMENT
14,112.79
C2066106728
0
0
M1627712594
0
0
0
0
179
CASH_OUT
108,740.35
C323111368
239,727
130,986.65
C2062112056
765,099.33
873,839.68
0
0
571
PAYMENT
17,665.86
C1683146775
595,094
577,428.14
M130990166
0
0
0
0
179
CASH_IN
22,584.55
C75063910
4,388,616.73
4,411,201.27
C20502160
574,599.87
552,015.32
0
0
592
CASH_OUT
193,790.61
C1522678765
10,141
0
C260838211
5,743,809.5
5,937,600.12
0
0
326
CASH_OUT
30,946.68
C1984621892
10,786
0
C237783699
6,371.96
37,318.64
0
0
352
CASH_OUT
145,576.03
C1949890903
0
0
C1959485035
489,104.12
634,680.14
0
0
401
CASH_OUT
129,123.98
C788796712
0
0
C582901057
9,893,474.66
10,022,598.64
0
0
284
CASH_OUT
32,603.66
C807785069
0
0
C633954424
249,006.79
281,610.45
0
0
208
PAYMENT
3,459.21
C168346437
132,255.79
128,796.58
M1389355396
0
0
0
0
369
PAYMENT
32,813.88
C1627757241
141,139.38
108,325.5
M1428378532
0
0
0
0
302
PAYMENT
13,589.11
C805780992
20,389
6,799.89
M136546500
0
0
0
0
10
CASH_IN
36,011.46
C923279533
21,931
57,942.46
C1767843797
3,089
0
0
0
357
PAYMENT
1,502.4
C445869103
66,737
65,234.6
M401357987
0
0
0
0
278
CASH_OUT
147,798.29
C1882496760
0
0
C86937980
3,593,899.36
3,741,697.64
0
0
312
TRANSFER
478,079.46
C173195650
0
0
C1084323741
7,379,458.8
7,857,538.26
0
0
278
CASH_OUT
252,632.73
C771618511
0
0
C148938579
1,593,579.7
1,846,212.44
0
0
328
CASH_OUT
174,945.15
C1476643788
167,301
0
C917491286
2,443,332.5
2,618,277.65
0
0
160
CASH_OUT
236,254.25
C195258047
0
0
C565949944
822,697.33
1,058,951.57
0
0
39
CASH_IN
116,633.44
C295859712
1,329,168.34
1,445,801.78
C319381343
707,150.35
590,516.91
0
0
20
CASH_OUT
124,535.91
C1781776365
140,992.63
16,456.72
C1405325375
771,579.31
896,115.22
0
0
44
CASH_IN
177,743.38
C1442994634
7,000,248.08
7,177,991.46
C1718867856
279,637.71
101,894.33
0
0
154
CASH_OUT
189,487.98
C460562828
304,213
114,725.02
C2060230919
278,767.27
468,255.25
0
0
283
CASH_OUT
462,313.85
C2043823243
0
0
C998502917
2,804,319.33
3,266,633.18
0
0
212
CASH_OUT
9,006.86
C260994190
0
0
C231701257
757,599.93
766,606.79
0
0
95
PAYMENT
14,977.64
C1397617637
23,738
8,760.36
M1710318427
0
0
0
0
43
CASH_OUT
109,865.08
C48699927
107,203
0
C1076438241
0
109,865.08
0
0
305
PAYMENT
99.36
C1808124972
0
0
M1747452900
0
0
0
0
185
PAYMENT
2,759.79
C1951211016
0
0
M73728238
0
0
0
0
302
CASH_OUT
266,441.84
C2105077780
0
0
C50456381
786,823.39
1,053,265.24
0
0
345
CASH_OUT
373,558.75
C1025253703
11,495
0
C833203294
505,345.36
878,904.11
0
0
10
CASH_IN
95,256.75
C1496858249
20,386,183.54
20,481,440.29
C1121780053
236,184.98
140,928.22
0
0
378
PAYMENT
12,277
C1645978056
0
0
M1741979288
0
0
0
0
526
CASH_OUT
4,600.8
C882555937
0
0
C180574145
294,481.61
299,082.41
0
0
334
CASH_OUT
221,405.93
C314560360
6,919.33
0
C1247841467
848,314.79
1,069,720.72
0
0
524
CASH_IN
346,342.8
C1800490385
1,938,656.16
2,284,998.96
C381387032
519,866.73
173,523.93
0
0
132
CASH_OUT
218,159.23
C705129666
0
0
C143931255
3,455,840.66
3,673,999.89
0
0
137
CASH_OUT
65,324.99
C366713313
0
0
C238273115
254,878.88
320,203.86
0
0
19
PAYMENT
8,116.31
C139636821
20,463
12,346.69
M499194173
0
0
0
0
185
PAYMENT
17,109
C174364186
21,169
4,060
M1839115134
0
0
0
0
261
CASH_OUT
106,174.53
C2065862227
10,356
0
C1287011554
629,031.9
735,206.44
0
0
307
CASH_OUT
172,167.33
C511935654
134,735.62
0
C1066866762
6,889,847.13
7,062,014.46
0
0
284
CASH_OUT
62,465.17
C1380852444
26,302
0
C1263391866
3,942,479.05
4,004,944.22
0
0
280
CASH_IN
97,254.56
C1947992355
27,077,253.05
27,174,507.61
C67399578
734,323.92
637,069.37
0
0
281
PAYMENT
13,848.47
C608590515
250,265.67
236,417.2
M1602041723
0
0
0
0
239
CASH_IN
50,788.93
C1902770650
13,031
63,819.93
C1740103953
0
0
0
0
187
CASH_IN
70,990.22
C265599692
20,244
91,234.22
C1682192799
36,381.37
0
0
0
201
PAYMENT
8,659.35
C2016886553
0
0
M1474672046
0
0
0
0
406
PAYMENT
34,526.04
C2029305355
151,273.83
116,747.79
M1605507434
0
0
0
0
285
CASH_IN
227,504.16
C1368855621
2,840,086.53
3,067,590.69
C1128064737
1,420,682.05
1,193,177.88
0
0
202
CASH_IN
187,626.07
C1691246724
3,422,640.7
3,610,266.77
C922511709
6,871,329.49
6,683,703.42
0
0
215
CASH_OUT
349,086.41
C892105286
0
0
C1965678410
714,296.93
1,063,383.34
0
0
11
CASH_OUT
185,334.83
C1031128624
0
0
C46723248
375,257.29
560,592.12
0
0
381
CASH_OUT
187,162.06
C1776495072
560,986
373,823.94
C548290212
0
187,162.06
0
0
490
CASH_IN
176,164.78
C990203589
379
176,543.78
C133660507
3,096,264.54
2,920,099.76
0
0
9
PAYMENT
49,169.6
C1780624754
209,914.95
160,745.35
M94614485
0
0
0
0
394
CASH_OUT
9,521.07
C343117158
628
0
C1579669257
2,067,994.64
2,077,515.71
0
0
136
CASH_IN
155,760.52
C765834402
355,645
511,405.52
C703139808
0
0
0
0
239
PAYMENT
6,909.18
C624805549
0
0
M1736104346
0
0
0
0
11
PAYMENT
2,731.95
C1195812062
0
0
M205891162
0
0
0
0
188
PAYMENT
11,839.97
C700046826
16,396
4,556.03
M2035156708
0
0
0
0
330
PAYMENT
4,340.65
C2142218365
0
0
M412923722
0
0
0
0
133
CASH_IN
169,804.06
C1531749611
7,793,972.43
7,963,776.49
C1188527822
1,402,974.11
1,233,170.05
0
0
9
CASH_OUT
66,024.77
C385182550
18,970
0
C1961358195
30,877
0
0
0
202
CASH_OUT
169,654.84
C244826896
8,834
0
C1026502682
0
169,654.84
0
0
262
PAYMENT
9,662.01
C823965673
1,177.64
0
M1591036264
0
0
0
0
10
PAYMENT
3,011.89
C84941086
48,565.73
45,553.84
M1611657315
0
0
0
0
208
CASH_IN
546,381.19
C542100551
19,221,087.31
19,767,468.5
C322997076
629,376.46
82,995.26
0
0
304
CASH_OUT
463,070.98
C1929988124
0
0
C2144009959
1,797,090.97
2,260,161.94
0
0
354
TRANSFER
109,085.48
C1339401287
420,749.17
311,663.7
C130462982
269,949.34
379,034.82
0
0
571
CASH_OUT
204,977.46
C1805176975
20,359
0
C1437245714
0
204,977.46
0
0
321
DEBIT
4,274.57
C992492959
0
0
C830317283
64,614.14
68,888.71
0
0
133
CASH_IN
271,214.87
C1116333594
21,936,737.83
22,207,952.69
C2038217540
3,154,049.04
2,882,834.17
0
0
20
CASH_OUT
246,954.63
C134065502
1,574
0
C461179331
51,408
0
0
0
396
CASH_OUT
278,415.59
C590295536
29,657.58
0
C1570762242
511,328.12
789,743.7
0
0
11
CASH_OUT
254,986.6
C824566319
379
0
C487396342
81,297.25
336,283.85
0
0
305
CASH_OUT
135,710.18
C1310937740
0
0
C1550173783
5,369,978.32
5,505,688.5
0
0
306
CASH_OUT
105,393.92
C1311869116
0
0
C522515427
1,813,039.18
1,918,433.1
0
0
184
PAYMENT
9,533.25
C1923982670
129,485.61
119,952.36
M1651902814
0
0
0
0
355
CASH_OUT
68,399.1
C380814714
0
0
C1869059686
550,443.17
618,842.27
0
0
251
CASH_IN
302,994.03
C436343094
51,681
354,675.03
C1961754707
624,229.87
321,235.84
0
0
260
TRANSFER
334,812.5
C1964519415
0
0
C479514081
343,364.07
678,176.56
0
0
307
CASH_OUT
12,556.14
C770726871
0
0
C1311466613
254,394.59
266,950.74
0
0
377
CASH_OUT
249,894.44
C1724612644
0
0
C1054842190
274,017.54
523,911.98
0
0
404
CASH_IN
247,763.89
C1889318604
11,365,262.84
11,613,026.73
C1826934457
1,323,740.21
1,075,976.32
0
0