step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
332
CASH_OUT
75,343.21
C916205903
8,050
0
C85777802
9,096,391.66
9,171,734.87
0
0
531
PAYMENT
728.13
C1889786802
2,108
1,379.87
M409532652
0
0
0
0
164
CASH_IN
40,831.1
C2110477960
199,631
240,462.1
C1464500802
0
0
0
0
352
CASH_OUT
302,165.85
C1597694185
1,886.34
0
C757477977
330,057.36
632,223.21
0
0
12
PAYMENT
21,995.31
C1266524645
107,965
85,969.69
M562515530
0
0
0
0
143
DEBIT
365.48
C1724331877
13,941
79,734.52
C1122950055
6,454,354.76
6,454,720.25
0
0
12
CASH_OUT
85,057.08
C1028114545
193,743
108,685.92
C1953465632
1,628,544.59
1,713,601.67
0
0
232
CASH_OUT
5,069.05
C661957329
0
0
C1482163532
5,262,182.74
5,267,251.79
0
0
18
CASH_IN
248,144.83
C317453420
15,612,902.92
15,861,047.75
C757491356
379,945.33
112,732.52
0
0
227
TRANSFER
484,636.97
C1679649337
0
0
C771820535
762,313.72
1,246,950.68
0
0
301
TRANSFER
921,078.55
C596035567
222
0
C761094809
498,170.54
1,419,249.09
0
0
44
TRANSFER
28,775.1
C949226041
0
0
C881463933
208,829.95
237,605.05
0
0
348
TRANSFER
1,440,818.88
C1327060055
0
0
C1501338954
5,782,166.11
7,222,984.99
0
0
204
CASH_IN
230,326.9
C2034210770
6,330,288.97
6,560,615.87
C1556293606
8,495,613.38
8,265,286.47
0
0
347
PAYMENT
11,541.7
C418128787
141
0
M926768646
0
0
0
0
14
CASH_OUT
179,761.1
C2018389658
52,513
0
C985129048
0
179,761.1
0
0
306
CASH_IN
91,781.82
C1398168411
20,917,503.27
21,009,285.09
C1296257820
130,628.11
38,846.29
0
0
280
CASH_OUT
28,128.44
C276400832
0
0
C246599465
3,808,373.85
3,836,502.29
0
0
308
PAYMENT
25,004.28
C1683235437
0
0
M2038468477
0
0
0
0
213
CASH_OUT
123,572.74
C225144523
0
0
C791643888
607,893.55
731,466.28
0
0
348
PAYMENT
661.59
C1645902920
172
0
M1634997479
0
0
0
0
351
PAYMENT
9,540.68
C947516797
60,240
50,699.32
M228201316
0
0
0
0
301
PAYMENT
14,671.36
C1843409602
0
0
M235719320
0
0
0
0
159
CASH_IN
323,701.22
C1797050973
869
324,570.22
C1851310686
7,143.29
0
0
0
17
CASH_OUT
163,410.12
C338443668
188,332
24,921.88
C1126435671
131,245.51
294,655.62
0
0
43
CASH_IN
278,814.36
C1156117292
3,662,863.45
3,941,677.81
C1835433971
634,121.37
355,307.01
0
0
275
PAYMENT
8,536.81
C535680249
13,308
4,771.19
M2039821042
0
0
0
0
138
PAYMENT
30,907.55
C1097679780
0
0
M176158005
0
0
0
0
347
CASH_IN
277,506.3
C1694622352
2,711,176.69
2,988,682.99
C1388889194
2,535,753.49
2,258,247.19
0
0
35
CASH_IN
74,382.13
C464908083
14,706,641.68
14,781,023.81
C330583472
108,869.77
34,487.64
0
0
298
PAYMENT
24,767.29
C1323990328
438,511.05
413,743.76
M1625431481
0
0
0
0
179
CASH_OUT
180,512.08
C1817649111
44,595
0
C1803148610
47,964.9
228,476.98
0
0
297
PAYMENT
42,535.31
C1787064719
277,314.1
234,778.79
M753812022
0
0
0
0
178
CASH_IN
3,107.2
C2119572786
1,346,467.67
1,349,574.88
C1615837050
0
0
0
0
565
CASH_OUT
48,722.11
C608957596
0
0
C873011972
1,405,306.97
1,454,029.08
0
0
131
TRANSFER
332,740.25
C1180445220
0
0
C1137914186
569,420.73
902,160.98
0
0
19
DEBIT
4,785.56
C32511911
0
0
C2009255267
1,916,258.04
1,841,760.01
0
0
157
PAYMENT
15,002.68
C1663455516
100,489
85,486.32
M1602129888
0
0
0
0
372
TRANSFER
329,404.55
C293662063
0
0
C934561952
466,028.32
795,432.87
0
0
250
CASH_OUT
123,952.68
C1421276773
80,956
0
C1703746361
73,590
197,542.68
0
0
181
CASH_OUT
492,759.21
C152572352
22,334
0
C447522029
25,273.49
518,032.7
0
0
355
CASH_OUT
32,315.05
C1956372429
181
0
C2063042184
842,299.5
874,614.55
0
0
212
CASH_OUT
81,810.4
C1048591553
0
0
C709900148
260,105.33
341,915.73
0
0
372
CASH_IN
28,831.04
C817020452
3,898,964.14
3,927,795.18
C1089732282
115,300.13
86,469.08
0
0
42
CASH_IN
100,835.98
C394472361
152
100,987.98
C458203139
162,878.93
62,042.95
0
0
141
CASH_OUT
197,846.37
C1728840886
28,896
0
C290490567
470,442.54
668,288.91
0
0
329
CASH_OUT
145,846.4
C1721996126
0
0
C283384798
870,230.71
1,016,077.12
0
0
333
TRANSFER
487,087.69
C2135337195
9,017
0
C1999490109
212,469.27
699,556.96
0
0
185
PAYMENT
2,450.26
C1608996481
0
0
M702118584
0
0
0
0
139
CASH_OUT
59,664.79
C792387304
390,432
330,767.21
C487714851
2,083,358.16
2,143,022.95
0
0
207
PAYMENT
3,696.28
C1826846396
0
0
M291184399
0
0
0
0
520
TRANSFER
1,217,702.45
C227336674
323,104
0
C552135963
519,230.87
1,736,933.32
0
0
347
PAYMENT
8,903.04
C608289610
142,034.99
133,131.95
M192421894
0
0
0
0
324
CASH_IN
40,187.17
C650575399
2,148,208.74
2,188,395.92
C1937674006
2,473,855.78
2,433,668.61
0
0
371
CASH_IN
33,461.27
C88663532
1,330,903.4
1,364,364.67
C6424052
1,738,713.07
1,778,833.04
0
0
159
CASH_OUT
292,365.99
C1574230965
20,078
0
C1061796556
0
292,365.99
0
0
187
CASH_IN
67,889.34
C440812255
32,733
100,622.34
C1199304116
0
0
0
0
43
CASH_OUT
47,701.38
C1645852182
20,068
0
C1352111808
1,295,094.59
1,884,973.43
0
0
345
PAYMENT
5,631.86
C392361148
0
0
M964239749
0
0
0
0
182
CASH_IN
257,952.18
C863771479
1,512,992.49
1,770,944.66
C2105694114
1,981,344.68
1,723,392.51
0
0
131
TRANSFER
37,457.79
C799707420
3,868
0
C278138839
0
37,457.79
0
0
284
PAYMENT
108.53
C470702160
164
55.47
M1399164344
0
0
0
0
183
CASH_OUT
8,689.81
C1089778532
7,672
0
C504940913
0
136,465.24
0
0
321
CASH_OUT
184,040.52
C1037011073
9,993
0
C359368980
0
184,040.52
0
0
253
CASH_IN
146,437.12
C108469842
99,281
245,718.12
C2053367770
0
0
0
0
369
PAYMENT
30,883.19
C964278926
239
0
M291085697
0
0
0
0
182
CASH_IN
290,614.28
C919376337
12,420,090.7
12,710,704.98
C379681873
465,395.05
174,780.78
0
0
308
CASH_OUT
18,265.1
C1587613488
0
0
C306019713
2,671,867.25
2,690,132.35
0
0
397
PAYMENT
2,150.32
C190955914
0
0
M1000679317
0
0
0
0
226
PAYMENT
54,274.57
C1855949027
0
0
M1593688094
0
0
0
0
232
CASH_OUT
344,607.52
C1630634204
0
0
C1717725666
2,343,210.86
2,687,818.38
0
0
402
CASH_OUT
171,195.29
C431923850
0
0
C1818069640
312,770.91
483,966.2
0
0
259
CASH_OUT
104,943.46
C417012095
0
0
C1271735602
371,844.8
476,788.26
0
0
162
CASH_IN
237,478.84
C1029790574
105,400
342,878.84
C1793232773
1,546,786.37
1,309,307.53
0
0
137
CASH_OUT
131,195.76
C1894351880
0
0
C1379703840
9,756,269.25
9,887,465.02
0
0
377
CASH_OUT
185,937.12
C1656975776
22,182
0
C2068484861
7,350,676.17
7,536,613.29
0
0
235
CASH_IN
134,784.19
C145523529
21,879
156,663.19
C206810981
0
0
0
0
281
TRANSFER
383,425.92
C1979877647
10,221
0
C238634434
0
383,425.92
0
0
287
CASH_OUT
88,658.59
C1802411267
0
0
C1207084397
1,566,474.67
1,655,133.26
0
0
352
TRANSFER
816,052.32
C1040351401
117,060
0
C255930897
0
816,052.32
0
0
41
PAYMENT
18,709.4
C820906226
11,610
0
M104610518
0
0
0
0
130
PAYMENT
7,752.33
C1255527724
8,578
825.67
M1670940078
0
0
0
0
359
CASH_OUT
229,923.25
C1804719246
0
0
C1821858299
1,023,150.31
1,253,073.56
0
0
43
CASH_OUT
184,719.06
C941255956
0
0
C86996311
238,747.08
695,531.68
0
0
262
CASH_IN
201,293.63
C2103036131
4,713,443.3
4,914,736.92
C1650613347
392,095.8
190,802.18
0
0
358
CASH_IN
19,846.02
C83077578
331,126.57
350,972.59
C169784140
1,339,010.4
1,319,164.38
0
0
34
CASH_OUT
2,441.64
C1789116808
27,539
25,097.36
C839246599
15,653.94
18,095.57
0
0
301
CASH_IN
95,720.13
C493231127
123,887
219,607.13
C1296637542
2,281,926
2,186,205.87
0
0
131
PAYMENT
19,632.66
C1762215843
0
0
M413362099
0
0
0
0
297
PAYMENT
4,364.56
C1030455379
0
0
M1565631258
0
0
0
0
278
CASH_OUT
88,625.25
C427315816
33,174
0
C232260746
0
88,625.25
0
0
373
PAYMENT
17,655.8
C454329858
0
0
M803805326
0
0
0
0
348
CASH_OUT
20,370.74
C421445757
116,725
96,354.26
C1970559605
7,783,244.02
7,803,614.77
0
0
520
CASH_OUT
188,938.62
C1263912044
4,993
0
C734119920
89,133.46
278,072.08
0
0
44
CASH_IN
135,576.44
C1890725952
12,568,518.85
12,704,095.28
C2141755689
893,384.54
798,221.59
0
0
355
CASH_OUT
48,024.6
C1741642858
8,413
0
C1913360999
981,807.07
1,029,831.66
0
0
135
PAYMENT
8,307.09
C364314809
15,400
7,092.91
M1438039525
0
0
0
0
184
CASH_IN
215,163.43
C1276478523
25,839,446.68
26,054,610.11
C2053613570
847,572.89
632,409.46
0
0
333
CASH_OUT
95,157.1
C825791359
0
0
C1737627448
375,367.89
470,524.99
0
0
233
CASH_OUT
3,401.83
C919999615
0
0
C1626435201
3,202,457.8
3,205,859.63
0
0