step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
229
PAYMENT
13,372.55
C220347904
0
0
M1579819076
0
0
0
0
202
CASH_OUT
913.13
C1623734260
19,321
18,407.87
C1573182337
0
913.13
0
0
44
CASH_OUT
504.85
C1573910852
2,631
2,126.15
C107761838
0
504.85
0
0
130
PAYMENT
17,874.13
C1318543044
70,132
52,257.87
M2064321642
0
0
0
0
354
PAYMENT
19,193.23
C1672419415
0
0
M1064222501
0
0
0
0
203
PAYMENT
10,574.17
C334996843
42,749
32,174.83
M1579213654
0
0
0
0
308
TRANSFER
320,033.6
C1184308052
0
0
C2078829680
50,003,549.45
50,323,583.05
0
0
276
PAYMENT
7,139.95
C1979526773
385,483.52
378,343.57
M256578925
0
0
0
0
43
CASH_OUT
130,672.68
C625169430
0
0
C1812389427
771,801.63
1,117,840.96
0
0
206
PAYMENT
7,820.9
C1685129452
297,711
289,890.1
M1759031373
0
0
0
0
332
PAYMENT
6,576.36
C1503866675
8,060
1,483.64
M710497727
0
0
0
0
399
PAYMENT
11,438.93
C740308586
50,270
38,831.07
M1142639325
0
0
0
0
140
CASH_OUT
5,626.02
C458157868
0
0
C2133790470
506,121.12
511,747.14
0
0
35
PAYMENT
11,252.29
C963479311
0
0
M1163052734
0
0
0
0
322
PAYMENT
28,573.82
C57046322
0
0
M1312088012
0
0
0
0
130
PAYMENT
49,037.15
C1026734334
20,416
0
M830583985
0
0
0
0
348
TRANSFER
109,372.28
C209709480
14,810
0
C258390527
0
109,372.28
0
0
278
PAYMENT
6,847.11
C2118446927
0
0
M407393337
0
0
0
0
281
TRANSFER
181,385.48
C1040246184
1,268
0
C672049775
497,875.38
679,260.86
0
0
324
CASH_IN
35,776.6
C704230868
1,032,734.74
1,068,511.33
C1781208708
232,447.03
196,670.44
0
0
347
CASH_OUT
272,758.58
C1994074341
24,610
0
C250662597
208,775.14
481,533.72
0
0
202
PAYMENT
5,957.98
C1892720849
153,774
147,816.02
M1398045586
0
0
0
0
206
CASH_OUT
69,744.17
C1115054887
0
0
C324114811
194,891.74
433,721.37
0
0
329
CASH_OUT
94,523.9
C615170362
0
0
C1354639101
112,565
207,088.9
0
0
282
CASH_OUT
157,907.8
C1172081602
198
0
C1112811189
1,720,546.23
1,878,454.03
0
0
375
PAYMENT
3,763.6
C1091918267
0
0
M1212424525
0
0
0
0
375
PAYMENT
20,116.64
C531003021
434,443.05
414,326.41
M492369904
0
0
0
0
281
PAYMENT
7,752.67
C1938149610
123,794
116,041.33
M287304885
0
0
0
0
258
PAYMENT
10,766.35
C1693761190
0
0
M1212197919
0
0
0
0
162
CASH_OUT
247,523.04
C1844899763
0
0
C1171449411
4,422,934.69
4,670,457.73
0
0
34
PAYMENT
12,467.63
C454226960
0
0
M95296770
0
0
0
0
253
PAYMENT
14,362.66
C1995454112
42,131
27,768.34
M1825735133
0
0
0
0
13
PAYMENT
9,777.91
C62247845
92,864.5
83,086.59
M1085034381
0
0
0
0
154
CASH_IN
374,416.38
C419081584
4,502,741.95
4,877,158.33
C1262421210
688,489.85
314,073.47
0
0
37
CASH_OUT
57,047.68
C173579648
0
0
C259331580
418,174.2
475,221.88
0
0
11
CASH_OUT
235,709.06
C1613140792
6,329
0
C1484798121
0
235,709.06
0
0
356
CASH_IN
322,466.41
C1497095672
52,548
375,014.41
C1777791181
0
0
0
0
373
CASH_IN
236,168.21
C316479074
1,303,002.31
1,539,170.52
C2077001032
730,074.83
493,906.62
0
0
277
PAYMENT
10,864.89
C1915175774
21,514
10,649.11
M1850042466
0
0
0
0
301
PAYMENT
9,650.26
C978192569
5,521
0
M1578929069
0
0
0
0
13
CASH_IN
32,697.28
C806134976
1,600,145.7
1,632,842.98
C1719934164
36,435.09
3,737.82
0
0
238
CASH_IN
27,108.99
C668491672
5,169,170.81
5,196,279.8
C604916578
101,361.14
74,252.15
0
0
35
PAYMENT
3,348.88
C1005047050
11,467
8,118.12
M1890315149
0
0
0
0
161
PAYMENT
6,018.98
C481924191
187,028.33
181,009.35
M1601447195
0
0
0
0
282
CASH_IN
26,750.14
C1546813249
2,655,435.31
2,682,185.45
C39347789
35,142.56
8,392.42
0
0
403
CASH_OUT
187,635.58
C434094753
20,114
0
C1265155465
114,175.77
301,811.35
0
0
129
PAYMENT
26,271.12
C1049916006
11,605
0
M4830149
0
0
0
0
356
TRANSFER
218,231.59
C701514865
105,347
0
C1421769027
97,987.57
195,347.56
0
0
257
PAYMENT
5,456.7
C1015930462
70,602.38
65,145.67
M1015037997
0
0
0
0
329
CASH_IN
196,705.95
C794901047
41,465
238,170.95
C2036831393
1,562,459.65
1,365,753.71
0
0
138
TRANSFER
262,783.84
C1725927690
0
0
C523257355
1,129,595.15
1,392,378.99
0
0
226
DEBIT
195.28
C384543086
0
0
C1564634507
855,074.76
855,270.04
0
0
404
CASH_OUT
15,804.44
C300349656
0
0
C743866055
1,296,315.96
1,312,120.4
0
0
644
CASH_OUT
44,007.66
C1045695046
0
0
C835145854
311,469.09
355,476.75
0
0
167
PAYMENT
3,423.1
C904963726
31,270
27,846.9
M1793516609
0
0
0
0
408
CASH_OUT
260,547.3
C892216230
0
0
C1590866279
1,665,961.44
1,926,508.74
0
0
324
TRANSFER
47,629.17
C1511831459
40,997
0
C587046062
3,811.06
51,440.23
0
0
131
TRANSFER
104,343.25
C565495480
0
0
C1494271614
1,262,242.86
1,366,586.12
0
0
257
PAYMENT
92.16
C1903328392
0
0
M1559036122
0
0
0
0
326
PAYMENT
24,563.77
C125773933
0
0
M1613363817
0
0
0
0
372
CASH_OUT
274,110.54
C1264791216
0
0
C477290407
973,808.35
1,247,918.89
0
0
310
CASH_IN
306,661.54
C1565989421
145,128
451,789.54
C1439567740
1,304,988.62
998,327.08
0
0
130
CASH_OUT
91,849.64
C15727096
0
0
C274033605
6,439,120.07
6,530,969.71
0
0
330
CASH_IN
62,512.11
C1456262147
161
62,673.11
C544786162
3,108,743.49
3,046,231.38
0
0
236
CASH_IN
222,946.75
C17121728
2,872,897.71
3,095,844.46
C1047769434
323,442.92
100,496.18
0
0
278
CASH_OUT
69,918.66
C1629394376
508,335
438,416.34
C1577261018
0
69,918.66
0
0
383
PAYMENT
5,640.2
C1240100009
6,948
1,307.8
M1121800504
0
0
0
0
281
PAYMENT
3,587.19
C415610988
40,195
36,607.81
M1267469292
0
0
0
0
350
CASH_IN
90,837.03
C207404309
2,779,023.78
2,869,860.81
C1088857899
186,275.28
95,438.24
0
0
9
PAYMENT
2,702.82
C1751959595
0
0
M152819603
0
0
0
0
206
TRANSFER
252,735.09
C2033552019
0
0
C739673625
3,024,658.1
3,277,393.19
0
0
42
CASH_IN
12,221.42
C1632128871
752,530.31
764,751.73
C35936701
1,621,220.12
1,608,998.7
0
0
331
CASH_OUT
151,531.89
C1253091446
12,019
0
C521465120
0
151,531.89
0
0
20
CASH_IN
290,714.95
C470241250
3,400,993.95
3,691,708.9
C604933451
1,402,034.36
1,111,319.41
0
0
133
TRANSFER
1,067,328.34
C768563543
16,133
0
C1597572783
151,918.23
1,219,246.57
0
0
332
CASH_OUT
4,326.79
C639639079
554
0
C240750419
0
4,326.79
0
0
382
PAYMENT
20,574.44
C378073994
20,218
0
M814673952
0
0
0
0
350
CASH_OUT
429,603.85
C1923323367
382
0
C2051009548
2,889,221.27
3,318,825.12
0
0
10
PAYMENT
25,054.97
C1633036470
0
0
M568076461
0
0
0
0
261
CASH_OUT
221,615.77
C271533023
0
0
C1173239218
503,568.74
780,679.59
0
0
130
PAYMENT
626.5
C1554720389
40,640
40,013.5
M1696016479
0
0
0
0
40
CASH_OUT
184,257.52
C700832234
0
0
C1613897188
971,955.7
904,935.89
0
0
276
PAYMENT
9,504.93
C2099620962
1,707.27
0
M1564951379
0
0
0
0
158
CASH_IN
159,056.76
C458304134
7,999,194.86
8,158,251.62
C1807441584
391,763.13
232,706.37
0
0
372
TRANSFER
626,544.1
C66237824
0
0
C1393612077
15,048,604.7
15,675,148.8
0
0
250
CASH_IN
274,267.42
C194820606
1,747
276,014.42
C1329315556
3,378,938.75
3,104,671.33
0
0
187
CASH_IN
292,745.56
C326217676
42,388
335,133.56
C1765629243
235,935.24
0
0
0
573
CASH_OUT
146,653.68
C574028865
0
0
C1116920171
644,004.94
790,658.62
0
0
16
PAYMENT
3,837.61
C953031343
0
0
M4987758
0
0
0
0
352
CASH_OUT
223,212.3
C1737137676
14,924
0
C401756518
982,509.95
1,205,722.25
0
0
212
CASH_OUT
32,819.43
C380841696
31,582
0
C416259708
696,331.97
729,151.4
0
0
383
CASH_OUT
205,106.14
C826532113
11,858.56
0
C1232525533
459,303.82
664,409.96
0
0
232
TRANSFER
505,138
C854695733
0
0
C2108233847
2,535,134.69
3,040,272.69
0
0
184
PAYMENT
6,423.95
C1504990091
0
0
M1911147449
0
0
0
0
138
TRANSFER
1,020,130.59
C565946882
0
0
C261709091
1,382,595.17
2,402,725.76
0
0
404
CASH_OUT
267,270
C781286778
0
0
C1320166365
283,475.39
550,745.39
0
0
308
PAYMENT
34,796.35
C879049247
0
0
M678196960
0
0
0
0
208
CASH_OUT
140,574.65
C1376230679
16,938.42
0
C1339907590
3,332,111.43
3,472,686.08
0
0
404
CASH_OUT
102,770.6
C351979929
942
0
C231619432
0
102,770.6
0
0
354
TRANSFER
389,032.72
C1937750796
0
0
C1599176177
1,074,854.26
1,463,886.98
0
0