step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
353
PAYMENT
7,306.39
C1324311499
0
0
M2109208464
0
0
0
0
328
PAYMENT
17,786.61
C1765893501
166,332
148,545.39
M1264123258
0
0
0
0
371
CASH_OUT
80,843.66
C2086757543
0
0
C2051838713
267,469.58
348,313.23
0
0
42
CASH_OUT
324,611.82
C2090666983
0
0
C960042363
1,885,200.79
2,209,812.62
0
0
131
CASH_IN
140,740.33
C1245038685
71,633
212,373.33
C2036145847
246,411.54
40,265.37
0
0
302
CASH_IN
68,296.54
C840431745
15,352.26
83,648.79
C1318760879
508,274.76
439,978.23
0
0
228
PAYMENT
11,624.01
C1320862972
132.34
0
M602768530
0
0
0
0
21
CASH_IN
195,968.8
C1970568724
2,935,857.78
3,131,826.58
C317930384
1,005,114.58
809,145.78
0
0
139
CASH_OUT
74,573.02
C140592559
0
0
C1200294148
4,258,929.62
4,333,502.64
0
0
155
CASH_OUT
287,937.57
C18084530
0
0
C962675437
666,751.32
954,688.88
0
0
187
CASH_OUT
74,084.09
C1292484867
119,549.21
45,465.12
C409003233
1,551,841.21
1,625,925.29
0
0
38
CASH_IN
196,631.72
C858916941
13,520,814.4
13,717,446.12
C236686256
778,305.29
581,673.57
0
0
395
CASH_OUT
183,131.11
C1314893321
0
0
C638759306
1,177,442.19
1,360,573.3
0
0
346
PAYMENT
17,371.16
C199462152
0
0
M413616641
0
0
0
0
404
CASH_OUT
86,070.22
C1913454732
31,235
0
C447333524
0
86,070.22
0
0
186
CASH_IN
185,129.27
C1444068801
8,253,258.93
8,438,388.19
C1828852445
408,387.98
223,258.71
0
0
119
TRANSFER
293,578.28
C1488806132
4,383
0
C1724402684
3,559,466.13
3,853,044.41
0
0
120
TRANSFER
789,313.44
C452428210
11,431
0
C801207885
0
789,313.44
0
0
684
CASH_OUT
132,193.08
C1407544116
107,599
0
C87134580
4,342,606.31
4,474,799.39
0
0
274
CASH_IN
253,888.16
C1461269339
4,566,727.08
4,820,615.24
C2145418274
388,122.45
134,234.29
0
0
377
CASH_IN
70,339.71
C1074120451
2,679
73,018.71
C1461690304
170,598.3
100,258.6
0
0
684
PAYMENT
31,868.62
C2019263230
391,727.21
359,858.6
M1939409738
0
0
0
0
94
CASH_OUT
119,998.32
C378976406
0
0
C1178234851
455,392.29
575,390.6
0
0
206
CASH_IN
42,608.74
C1956541823
4,623,713.77
4,666,322.51
C1721459506
4,710,598.98
4,667,990.24
0
0
397
CASH_OUT
367,155.76
C388357689
0
0
C591155970
635,851.21
1,003,006.97
0
0
305
PAYMENT
6,370.89
C1522458302
0
0
M1851160182
0
0
0
0
21
TRANSFER
171,119.36
C1848731196
562,507
391,387.64
C665603498
92,258.82
263,378.18
0
0
191
CASH_OUT
10,638.45
C984172917
0
0
C1970969957
227,641.58
238,280.04
0
0
19
PAYMENT
3,048.41
C2059139111
285,078
282,029.59
M1305736553
0
0
0
0
161
CASH_OUT
134,199.38
C217746975
126,019
0
C578219606
491,292.01
625,491.39
0
0
202
PAYMENT
277.6
C1003211025
31,330
31,052.4
M1741355595
0
0
0
0
379
PAYMENT
30,680.87
C567597183
3,625
0
M187602231
0
0
0
0
333
CASH_OUT
411,455.27
C631013381
0
0
C2967677
499,186.95
910,642.22
0
0
306
CASH_IN
216,769.86
C1345922936
775,749.34
992,519.2
C95566755
1,224,203.58
1,007,433.72
0
0
132
PAYMENT
38,622.17
C1060990518
0
0
M529201843
0
0
0
0
45
CASH_OUT
19,320.59
C1853271632
0
0
C1396319605
27,747.1
47,067.69
0
0
46
PAYMENT
4,758.41
C1907642923
61,927
57,168.59
M1259581007
0
0
0
0
141
PAYMENT
13,024.97
C2086059441
0
0
M2053750368
0
0
0
0
275
CASH_IN
65,751.51
C1839111225
1,245,494.37
1,311,245.88
C168537290
5,253,679.78
5,187,928.27
0
0
183
CASH_OUT
22,206.02
C1038592270
0
0
C1629720592
372,187.5
394,393.52
0
0
396
TRANSFER
425,235.84
C1045085010
0
0
C1747916253
1,195,991.91
1,621,227.75
0
0
136
CASH_OUT
41,800.81
C547409195
0
0
C948832044
1,284,223.84
1,326,024.65
0
0
332
PAYMENT
13,755.79
C1639897194
0
0
M1618793645
0
0
0
0
401
CASH_OUT
420,136.96
C99387395
5,529
0
C2064003803
0
420,136.96
0
0
380
CASH_OUT
214,329.32
C1901455242
107,644
0
C598476384
41,062.93
255,392.25
0
0
355
PAYMENT
5,322.56
C396820290
53,772.13
48,449.56
M189174727
0
0
0
0
403
CASH_OUT
43,996.02
C560588574
21,163
0
C1456485148
357,009.8
401,005.82
0
0
231
CASH_IN
82,460.42
C1906223365
69,369
151,829.42
C1252648350
0
0
0
0
398
CASH_OUT
182,518.35
C2107765816
59,039
0
C403023318
391,821.8
574,340.15
0
0
404
TRANSFER
61,830.83
C1226115543
9,740.94
0
C1760886989
4,369,543.82
4,431,374.65
0
0
41
PAYMENT
12,636.85
C496549093
79,446
66,809.15
M1279448422
0
0
0
0
134
CASH_OUT
419,642.27
C1344330814
6,664
0
C281891530
0
726,709.18
0
0
230
CASH_OUT
340,967.93
C2109630289
0
0
C2002068763
1,307,198.44
1,648,166.38
0
0
186
CASH_OUT
79,563.57
C487932671
0
0
C200227681
125,699.94
205,263.51
0
0
375
PAYMENT
30,229.55
C756624311
557
0
M958615584
0
0
0
0
8
CASH_OUT
306,576.83
C1119085931
0
0
C719119378
5,262,348.91
5,568,925.74
0
0
236
TRANSFER
629,691.55
C1430728693
0
0
C228825613
2,848,146.93
3,477,838.48
0
0
322
PAYMENT
6,178
C1658184682
55,979
49,801
M1523988830
0
0
0
0
522
PAYMENT
1,675.51
C436600151
49,422
47,746.49
M466167889
0
0
0
0
121
PAYMENT
7,098.67
C1365341048
106,985
99,886.33
M560305910
0
0
0
0
20
CASH_OUT
474,541.47
C927150222
0
0
C1560450567
666,432.66
1,026,157.47
0
0
129
PAYMENT
20,724.91
C1152225986
249
0
M1944060431
0
0
0
0
47
PAYMENT
31,977.82
C858080310
0
0
M1148569236
0
0
0
0
298
PAYMENT
47,776.32
C334932686
0
0
M1841159272
0
0
0
0
360
PAYMENT
14,432.22
C2103989054
11,041.04
0
M781236350
0
0
0
0
183
CASH_OUT
105,728.08
C709561219
21,050
0
C1521529243
266,462.1
372,190.19
0
0
354
CASH_IN
33,348.39
C794686743
8,136,970.75
8,170,319.15
C863327515
1,863,822.8
1,830,474.4
0
0
256
CASH_OUT
147,413
C338859264
0
0
C387508991
1,245,236.81
1,392,649.82
0
0
130
TRANSFER
1,613,280.01
C153833710
3,482
0
C1704323890
0
2,016,696.44
0
0
257
CASH_IN
3,640.53
C1456885052
18,443,644.8
18,447,285.33
C1681878279
212,635.23
208,994.69
0
0
206
PAYMENT
5,265.89
C1846874820
59,659
54,393.11
M205390665
0
0
0
0
9
CASH_OUT
61,970.97
C1841646172
0
0
C1573847723
112,706
0
0
0
211
PAYMENT
2,086.56
C785850729
15,925.04
13,838.48
M328563147
0
0
0
0
188
PAYMENT
6,770.8
C1441025281
44,341
37,570.2
M32228944
0
0
0
0
182
PAYMENT
976.43
C956971439
0
0
M586554452
0
0
0
0
184
CASH_OUT
200,036.26
C1399725206
0
0
C1637274915
584,562.14
784,598.4
0
0
206
CASH_IN
52,541.94
C1715419783
1,580
54,121.94
C485598602
153,757.81
101,215.87
0
0
258
PAYMENT
667.13
C268444906
200,785.37
200,118.24
M856199666
0
0
0
0
264
CASH_IN
53,573.6
C350045818
4,011,936.6
4,065,510.2
C1843448114
413,879.87
360,306.27
0
0
135
PAYMENT
8,374.47
C379284011
0
0
M1687508638
0
0
0
0
12
PAYMENT
1,762.16
C366743640
0
0
M222369068
0
0
0
0
163
CASH_OUT
46,488.79
C1002270002
0
0
C18996450
852,747.59
899,236.38
0
0
208
TRANSFER
1,557,359.95
C1407362898
0
0
C1748603513
3,518,417.31
5,075,777.26
0
0
43
PAYMENT
3,893.04
C1775532284
0
0
M563631270
0
0
0
0
361
CASH_OUT
96,433.44
C650735775
20,973
0
C1827805764
0
96,433.44
0
0
587
CASH_OUT
84,972.61
C1558902064
8,285
0
C1643666059
0
84,972.61
0
0
379
CASH_OUT
38,861.43
C458489810
0
0
C2117025870
127,211
166,072.43
0
0
305
CASH_OUT
206,162.3
C188366207
0
0
C1639940638
279,135.29
485,297.58
0
0
305
CASH_OUT
244,282.99
C504491854
0
0
C1509287078
516,439.65
760,722.63
0
0
202
CASH_OUT
110,015.43
C585420440
1,633
0
C672281868
0
211,197.15
0
0
687
CASH_OUT
353,933.07
C154974434
849
0
C1777706309
392,496.47
746,429.54
0
0
159
TRANSFER
483,784.18
C1084516051
0
0
C2076405907
794,633.96
1,278,418.14
0
0
229
PAYMENT
31,347.52
C1868180968
127,380
96,032.48
M1438191043
0
0
0
0
380
CASH_OUT
119,692.05
C1852373476
149
0
C828985995
94,859.62
214,551.66
0
0
11
CASH_IN
188,080.79
C2055120401
82,116
270,196.79
C513339905
85,161.98
0
0
0
18
PAYMENT
12,161.98
C432817092
40,223
28,061.02
M301149088
0
0
0
0
259
CASH_OUT
243,386.27
C1211863976
147
0
C1664823354
41,832.34
285,218.61
0
0
216
PAYMENT
68.02
C1572576222
0
0
M2142280191
0
0
0
0
136
CASH_OUT
566,732.52
C1755683034
336,622
0
C1107490681
958,974.18
1,525,706.7
0
0
18
CASH_IN
118,501.06
C1065025242
1,516,799.97
1,635,301.03
C769528997
141,196.53
22,695.47
0
0