step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
158
CASH_IN
3,201.99
C849364017
57,324
60,525.99
C915216107
1,642,115.1
1,638,913.11
0
0
306
CASH_IN
153,739.1
C1823537209
1,917,034.25
2,070,773.34
C1872032097
1,326,341.08
1,172,601.99
0
0
280
PAYMENT
22,599.13
C1686441462
319,369.1
296,769.97
M1052160052
0
0
0
0
16
PAYMENT
24,324.29
C1581901662
0
0
M1750605367
0
0
0
0
210
CASH_OUT
107,355.25
C986155798
149,678
42,322.75
C1119820138
229,110.35
336,465.6
0
0
380
PAYMENT
21,713.46
C60872164
0
0
M832646645
0
0
0
0
304
PAYMENT
17,198.23
C267193410
204,035.47
186,837.24
M1798434334
0
0
0
0
308
CASH_OUT
181,580.66
C1063240661
2,541
0
C246822997
227,110.3
408,690.97
0
0
178
CASH_IN
355,485.31
C185592420
9,605,466.7
9,960,952.01
C73077936
558,165.35
202,680.04
0
0
538
CASH_OUT
91,028.88
C300246028
227
0
C1447218435
441,404.04
532,432.92
0
0
139
TRANSFER
84,674.04
C1067944821
108,568
23,893.96
C1224461738
528,917.28
613,591.31
0
0
250
CASH_OUT
198,987.89
C1332033269
0
0
C2084519787
797,767.04
996,754.93
0
0
304
CASH_OUT
35,074.28
C1895781519
68,287
33,212.72
C1505033062
1,097,199.29
1,132,273.57
0
0
160
CASH_OUT
281,869.46
C7066138
0
0
C2034460325
6,017,138.46
6,299,007.91
0
0
590
TRANSFER
959,801.58
C969861465
0
0
C1984827532
6,308,327.63
7,268,129.21
0
0
138
PAYMENT
16,233.78
C48592881
276,447.91
260,214.13
M1158558658
0
0
0
0
17
PAYMENT
13,057.45
C308893782
64,394.64
51,337.19
M825825100
0
0
0
0
355
PAYMENT
10,865.05
C803001394
34,608
23,742.95
M1057875393
0
0
0
0
11
PAYMENT
22,480.12
C23668219
50,340
27,859.88
M1858618515
0
0
0
0
44
CASH_OUT
7,180.77
C1983080975
34,960
27,779.23
C157354477
4,212,371.33
4,219,552.09
0
0
402
PAYMENT
22,478.18
C1187063642
0
0
M1654930281
0
0
0
0
564
TRANSFER
159,293.11
C1060630868
661
0
C729626368
2,901,928.79
3,061,221.9
0
0
184
CASH_IN
78,152.78
C656856096
9,925,290.8
10,003,443.58
C1038703599
615,023.79
536,871.01
0
0
371
CASH_IN
239,897.83
C1517214375
15,243,249.68
15,483,147.5
C1809045448
609,016.5
369,118.68
0
0
37
CASH_OUT
63,848.12
C707368586
49,948
0
C1573631379
269,173.38
333,021.51
0
0
203
CASH_OUT
114,139.25
C2079123596
16,078
0
C1647591914
14,773.43
128,912.68
0
0
377
CASH_IN
114,862.36
C1729169890
8,374,187.51
8,489,049.88
C1059722695
423,790.35
308,927.99
0
0
235
PAYMENT
14,134.51
C1469204250
0
0
M1336606183
0
0
0
0
132
CASH_OUT
143,490.96
C1025216515
50,573
0
C1414581773
790,172.27
933,663.23
0
0
17
CASH_OUT
277,070.23
C1040313352
556,670
279,599.77
C1781375405
44,260.74
321,330.97
0
0
180
PAYMENT
9,507.61
C410980009
431,549
422,041.39
M689353573
0
0
0
0
299
TRANSFER
1,070,537.48
C1891972628
0
0
C939734214
3,079,866.83
4,150,404.31
0
0
249
CASH_OUT
270,969.54
C24075795
56,576.85
0
C1728018871
465,402.98
736,372.53
0
0
38
CASH_OUT
185,172.85
C1252282925
31,349
0
C1133467366
0
297,887.63
0
0
356
CASH_IN
119,242.01
C50069035
0
119,242.01
C1907334481
4,850,266.18
4,731,024.17
0
0
203
CASH_OUT
269,990.19
C1994946362
5,003
0
C1401721023
11,430,147.29
11,700,137.48
0
0
16
CASH_OUT
88,097.69
C422849024
23,093
0
C416293982
0
88,097.69
0
0
9
PAYMENT
5,269.85
C2084910402
0
0
M1618089444
0
0
0
0
395
TRANSFER
1,243,266.46
C156118316
0
0
C1201185228
10,339,796.78
11,583,063.25
0
0
178
CASH_OUT
327,859.16
C952704919
63,491
0
C1511861701
70,511.93
398,371.1
0
0
137
PAYMENT
41,228.52
C1506900003
178,463.56
137,235.03
M1079656785
0
0
0
0
474
CASH_OUT
13,522.13
C512544360
0
0
C1855551362
651,071.44
664,593.57
0
0
163
CASH_IN
218,730.6
C1467456761
6,143,513.82
6,362,244.42
C1303240584
363,181.28
144,450.68
0
0
161
CASH_OUT
257,516.18
C1909083431
729,419.36
471,903.19
C1070792718
0
257,516.18
0
0
235
CASH_OUT
91,234.46
C989461926
2,087
0
C1914079938
0
91,234.46
0
0
379
PAYMENT
8,744.21
C1625372219
225,561.73
216,817.52
M1943129770
0
0
0
0
40
CASH_IN
61,744.84
C75406837
25,840,244.24
25,901,989.08
C303235763
219,436.82
1,075,801.65
0
0
180
CASH_IN
138,328.51
C1358823701
11,077,428.53
11,215,757.03
C1290523181
343,454.65
196,338.33
0
0
306
CASH_OUT
159,124.34
C1101857490
31,185
0
C1601831831
0
159,124.34
0
0
16
CASH_OUT
328,499.86
C700067223
0
0
C81829688
2,350,247.86
2,678,747.72
0
0
10
PAYMENT
25,861.17
C480230089
442,759.28
416,898.11
M629677077
0
0
0
0
335
CASH_OUT
226,798.07
C1717316608
0
0
C1112450470
1,115,428.39
1,342,226.46
0
0
139
CASH_OUT
39,293.51
C87731777
0
0
C290208896
3,007,599.63
3,046,893.13
0
0
255
PAYMENT
7,257.66
C1777460975
30,022
22,764.34
M1867542831
0
0
0
0
188
CASH_OUT
195,628.16
C2098835068
0
0
C1938744614
1,215,148.41
1,410,776.57
0
0
16
PAYMENT
7,654.33
C527280482
82,600
74,945.67
M1060553747
0
0
0
0
187
TRANSFER
800,978.5
C828294665
0
0
C388392873
1,699,016.5
2,499,995
0
0
261
CASH_OUT
105,522.9
C2091447209
2,770
0
C1619196787
0
105,522.9
0
0
16
CASH_IN
412,144.87
C1503767078
20,947
433,091.87
C1316135518
40,550
0
0
0
305
PAYMENT
13,116.57
C1775392314
48,244.06
35,127.5
M370465663
0
0
0
0
661
PAYMENT
24,238.84
C2138117304
0
0
M1830093118
0
0
0
0
157
CASH_OUT
100,847.1
C1450703967
0
0
C1937972935
3,949,226.05
4,050,073.15
0
0
351
CASH_IN
80,817.64
C515539750
146,461.31
227,278.95
C1468719732
113,159.9
32,342.26
0
0
394
CASH_IN
238,239.29
C1295419630
1,022,147.67
1,260,386.96
C1579909190
1,121,183.18
882,943.88
0
0
157
PAYMENT
15,825.4
C1286441503
1,022
0
M918130924
0
0
0
0
213
TRANSFER
270,327.69
C278928109
0
0
C106148060
889,207.66
1,159,535.35
0
0
380
CASH_IN
154,210.03
C277241029
9,369,981.81
9,524,191.84
C1998973037
347,952.03
193,742.01
0
0
305
CASH_OUT
173,655.67
C585072518
43,722
0
C1814786338
0
173,655.67
0
0
394
PAYMENT
3,142.04
C874895866
0
0
M913106152
0
0
0
0
357
PAYMENT
39,888.95
C1124669756
0
0
M2056072349
0
0
0
0
374
PAYMENT
14,135.97
C435070511
30,904
16,768.03
M1065898832
0
0
0
0
214
TRANSFER
1,453,451.17
C1698185795
19,884.48
0
C2037251990
12,096,759.55
13,550,210.72
0
0
518
PAYMENT
2,472.64
C1852092236
52,771
50,298.36
M115407249
0
0
0
0
282
CASH_OUT
217,895.98
C491077502
20,699.03
0
C958610120
18,456,634.06
18,674,530.04
0
0
38
PAYMENT
4,409.27
C1842656751
0
0
M170772918
0
0
0
0
40
CASH_OUT
194,059.77
C701716823
0
0
C256763146
729,306.09
923,365.86
0
0
154
CASH_OUT
1,111.52
C432662983
90,184
89,072.48
C110756781
1,278,083.12
1,279,194.64
0
0
34
CASH_IN
77,508.79
C950484294
13,817,004.69
13,894,513.48
C2024121734
136,895.77
59,386.98
0
0
203
CASH_OUT
198,347.84
C1627113319
4,055
0
C2104637765
553,936.58
752,284.42
0
0
253
CASH_IN
328,449.16
C1998516117
51,872
380,321.16
C1809793181
292,393.25
0
0
0
135
CASH_OUT
338,437.64
C345551990
134,033.47
0
C971497098
1,426,723.55
1,765,161.19
0
0
305
PAYMENT
3,095.12
C853747049
298,348.79
295,253.67
M441361088
0
0
0
0
11
PAYMENT
15,693.63
C926501273
0
0
M1334340899
0
0
0
0
376
PAYMENT
48,728.47
C886147726
404,735
356,006.53
M1917161021
0
0
0
0
180
CASH_IN
46,515.5
C841932339
4,966,605.7
5,013,121.2
C1382114845
68,727.34
22,211.84
0
0
347
CASH_OUT
7,063.19
C1696019242
0
0
C494827114
3,072,108.48
3,079,171.67
0
0
257
CASH_OUT
168,338.13
C1880759763
0
0
C1475197062
1,736,539.55
1,904,877.68
0
0
95
PAYMENT
12,072.89
C444117746
7,124
0
M1466534877
0
0
0
0
234
TRANSFER
715,622.41
C825288331
0
0
C1556007556
13,096,859.25
13,812,481.66
0
0
33
CASH_OUT
353,140.06
C1393400965
10,046
0
C1760621493
1,637,595.35
1,990,735.41
0
0
226
PAYMENT
65,251.36
C1597990296
1,129
0
M1456569874
0
0
0
0
357
CASH_IN
138,298.7
C180446936
3,218,096.13
3,356,394.82
C2024232038
964,197.54
825,898.85
0
0
19
CASH_IN
432,019.42
C655714436
1,974,198.67
2,406,218.09
C242131142
908,721.68
476,702.26
0
0
9
PAYMENT
33,304.81
C1084103460
560
0
M1458470078
0
0
0
0
299
CASH_IN
539,941.1
C625891211
1,148,541.76
1,688,482.85
C608585106
818,648.6
278,707.51
0
0
347
CASH_OUT
35,958.94
C378053333
0
0
C894505517
81,015.93
116,974.87
0
0
136
PAYMENT
12,370.39
C484871692
11,214
0
M1800589566
0
0
0
0
207
PAYMENT
22,895.62
C1448972273
60
0
M376642490
0
0
0
0
178
CASH_OUT
225,906.27
C1684066567
14,467
0
C223943278
1,114,401.51
1,340,307.77
0
0
213
CASH_OUT
40,293.5
C2145650312
0
0
C1818484298
42,536.69
82,830.19
0
0