step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
379
PAYMENT
2,945.47
C676962848
24,588
21,642.53
M2147334123
0
0
0
0
191
PAYMENT
16,238.77
C575357467
0
0
M992490627
0
0
0
0
154
TRANSFER
770,601.35
C709655740
0
0
C799095874
2,121,161
2,891,762.35
0
0
260
CASH_IN
419,353.92
C976738282
10,388,877.67
10,808,231.59
C368112975
483,358.01
64,004.09
0
0
691
TRANSFER
501,239.26
C878244101
0
0
C350045351
2,231,099.33
2,732,338.59
0
0
159
PAYMENT
10,560.55
C501850379
0
0
M1574809970
0
0
0
0
686
CASH_OUT
155,597.69
C1332487532
59,016.34
0
C983504552
617,243.55
772,841.24
0
0
378
CASH_IN
96,983.35
C694699640
72,178.06
169,161.42
C151853150
101,254.89
4,271.53
0
0
136
CASH_IN
255,866.07
C80901464
16,777
272,643.07
C478427108
234,620.81
0
0
0
374
CASH_OUT
232,797.53
C521901896
10,916
0
C934354468
1,428,242.77
1,661,040.3
0
0
43
CASH_IN
243,850.39
C1264248366
437,826
681,676.39
C550658855
3,766,424.72
4,626,663.32
0
0
184
CASH_IN
37,701.7
C37178637
3,630,237.27
3,667,938.97
C273930570
1,359,065.34
1,321,363.64
0
0
42
CASH_OUT
307,341.29
C1474498423
0
0
C124028924
435,378.34
742,719.63
0
0
353
CASH_IN
331,294.4
C793202650
45,406
376,700.4
C152481651
277,118.24
0
0
0
349
CASH_OUT
105,666.49
C1541044658
0
0
C1534533038
522,179.74
627,846.24
0
0
16
CASH_OUT
121,006.54
C93778486
237
0
C1742012205
510,280.83
631,287.38
0
0
403
PAYMENT
5,212.88
C1179775683
0
0
M1166912225
0
0
0
0
282
PAYMENT
11,161.63
C219626016
0
0
M1549781102
0
0
0
0
356
CASH_OUT
36,638.02
C366726941
14,513
0
C271869755
0
36,638.02
0
0
396
PAYMENT
20,324.81
C2017151338
207,344.98
187,020.17
M1047587039
0
0
0
0
347
CASH_OUT
360,434.87
C1252840304
0
0
C1568578636
5,612,146.42
5,972,581.29
0
0
185
TRANSFER
1,045,298.2
C1801854337
10,965
0
C455079041
72,681.63
1,136,222.36
0
0
183
CASH_OUT
95,499.79
C1436375687
0
0
C185614032
100,867.2
196,366.99
0
0
335
CASH_IN
318,388.79
C835177189
290,209.63
608,598.41
C593421969
854,724.99
536,336.2
0
0
300
PAYMENT
6,910.32
C1916433769
0
0
M303920390
0
0
0
0
305
CASH_OUT
5,454.04
C1871245573
55,172.44
49,718.4
C235278947
199,678.91
205,132.95
0
0
139
CASH_OUT
205,356.4
C1215831233
278,075
72,718.6
C1719576854
2,529,277.26
2,734,633.66
0
0
401
CASH_IN
4,537
C1823352726
50,822
55,359
C1418524125
0
0
0
0
43
CASH_IN
158,259.45
C10982763
12,949
171,208.45
C2068772757
12,808,403.15
12,650,143.69
0
0
14
CASH_OUT
33,064.69
C274954989
0
0
C1828135780
445,152.83
478,217.51
0
0
302
TRANSFER
540,978.26
C1293946181
18,067
0
C1973705795
3,132,169.66
3,673,147.92
0
0
309
PAYMENT
6,553.5
C507447181
300,572.77
294,019.27
M1397392494
0
0
0
0
182
CASH_OUT
95,055.7
C1505161230
412,215
317,159.3
C439392553
96,154.04
191,209.74
0
0
684
PAYMENT
6,411.66
C143021278
499,951.43
493,539.77
M1221837738
0
0
0
0
303
PAYMENT
31,494.49
C307059394
0
0
M2024554897
0
0
0
0
204
CASH_OUT
136,267.09
C1951349200
0
0
C285980996
1,814,389.39
1,950,656.47
0
0
304
CASH_OUT
116,875.31
C48499074
42,650.94
0
C1730383700
164,567.03
281,442.34
0
0
235
CASH_OUT
311,690.94
C241196993
0
0
C420550369
1,818,814.35
2,130,505.29
0
0
404
CASH_IN
25,309.44
C1784631337
21,415
46,724.44
C1434644477
0
0
0
0
177
PAYMENT
543.47
C780477653
16,380
15,836.53
M1175297447
0
0
0
0
322
CASH_IN
202,158.1
C2034655865
300,660
502,818.1
C977949625
337,236.77
135,078.67
0
0
19
CASH_OUT
152,122.44
C104008256
103,144
0
C1293954727
0
152,122.44
0
0
47
CASH_OUT
107,265.39
C135495333
746,430
639,164.61
C1375262264
735,536.06
842,801.45
0
0
129
CASH_IN
56,334.64
C749984532
20,507,015.01
20,563,349.65
C1867808615
154,710.82
98,376.17
0
0
276
CASH_IN
278,438.26
C677242614
2,953,399.35
3,231,837.61
C719035852
340,022.1
61,583.84
0
0
371
CASH_IN
109,796.66
C1541457042
46,382
156,178.66
C313055295
445,710.15
335,913.48
0
0
310
CASH_OUT
126,782.6
C1536311606
220,812.99
94,030.4
C1810740185
1,940,367.49
2,067,150.09
0
0
374
CASH_IN
10,446.29
C536426241
4,482,843.99
4,493,290.28
C607380281
8,079,306.99
8,068,860.71
0
0
279
PAYMENT
7,545.63
C656260159
0
0
M184151637
0
0
0
0
207
CASH_OUT
147,155.05
C237028508
20,126
0
C1365541429
216,908.79
364,063.84
0
0
22
CASH_OUT
192,082.53
C1735249092
372,833.7
180,751.17
C320948530
557,915.48
749,998.01
0
0
178
CASH_IN
253,982.26
C910805048
4,703,971.83
4,957,954.09
C2012612648
11,346,966.54
11,092,984.28
0
0
165
CASH_IN
119,358.58
C213684343
1,318
120,676.58
C242712623
41,156.58
0
0
0
257
TRANSFER
608,173.08
C2059591562
489
0
C529355171
305,723.83
913,896.91
0
0
300
PAYMENT
16,598.58
C257848091
0
0
M942593092
0
0
0
0
402
PAYMENT
19,721.85
C1415159475
102,274
82,552.15
M75998119
0
0
0
0
188
CASH_OUT
309,770.2
C101018105
0
0
C1805489387
494,878.52
804,648.72
0
0
403
PAYMENT
9,374.04
C614617689
315,525.86
306,151.82
M294733020
0
0
0
0
346
CASH_IN
89,917
C477193728
13,941
195,882
C1603961995
3,364,428.98
3,274,511.98
0
0
379
CASH_OUT
216,337.13
C2114214566
124,160
0
C558972907
0
216,337.13
0
0
369
TRANSFER
1,211,386.84
C50902510
0
0
C906720010
1,426,581.76
2,637,968.61
0
0
394
CASH_IN
506,357.59
C809440070
264,159
770,516.59
C864115260
373,530.96
0
0
0
373
PAYMENT
1,560.64
C774611356
0
0
M1468825557
0
0
0
0
306
PAYMENT
18,663.96
C1830190849
23,521
4,857.04
M426240636
0
0
0
0
349
TRANSFER
1,073,111.49
C654044520
50,075
0
C671509828
22,190.68
1,095,302.16
0
0
544
CASH_IN
101,337.06
C1510234375
5,613,380.96
5,714,718.02
C533008712
1,231,257.56
1,129,920.5
0
0
235
CASH_OUT
64,113.77
C745076640
0
0
C200785504
788,370.65
1,130,023.63
0
0
277
PAYMENT
10,850.25
C1337655764
102,055.48
91,205.22
M119901874
0
0
0
0
16
CASH_OUT
309,367.43
C1477185651
98,993
0
C888093970
0
309,367.43
0
0
14
CASH_OUT
74,740.1
C859464829
29,490
0
C1381527036
0
81,865.55
0
0
203
CASH_IN
415,523.14
C1142557103
5,184,957.75
5,600,480.89
C1905482438
1,259,842.3
844,319.16
0
0
380
PAYMENT
26,409.33
C1303980885
1,207
0
M2068129024
0
0
0
0
231
CASH_IN
58,580.56
C946154684
4,925,951.4
4,984,531.96
C913034939
485,729.98
733,996.32
0
0
564
PAYMENT
4,137.9
C1835118538
11,068
6,930.1
M2083092574
0
0
0
0
371
CASH_OUT
18,180.19
C163680355
0
0
C887761954
6,801,980.88
6,820,161.07
0
0
522
CASH_IN
115,581.32
C1927639926
28,699
144,280.32
C464370539
1,262,945.57
1,147,364.25
0
0
307
PAYMENT
1,541.34
C31515911
0
0
M1575662290
0
0
0
0
302
PAYMENT
2,848.81
C734053856
2,830.14
0
M156794908
0
0
0
0
12
CASH_IN
317,631.93
C1546083956
7,200,612.38
7,518,244.31
C1895534619
1,389,777.08
920,974.63
0
0
160
CASH_OUT
383,090.03
C979378951
100,119
0
C420300433
2,393,499.85
2,776,589.88
0
0
282
TRANSFER
245,590.97
C632214862
11,296
0
C684410982
0
245,590.97
0
0
332
CASH_IN
18,717.72
C1578177868
4,637,539.01
4,656,256.74
C1933528988
314,180.98
295,463.25
0
0
353
CASH_OUT
251,379.12
C1310769423
148,688
0
C1735969153
75,768.11
327,147.23
0
0
372
CASH_OUT
516,406.81
C563845424
0
0
C2143778113
1,083,214.62
1,599,621.44
0
0
396
CASH_OUT
115,257.8
C124308644
0
0
C1865750145
1,455,432.98
1,570,690.78
0
0
19
CASH_OUT
365,844.64
C658872583
0
0
C214774813
25,751,036.84
26,056,028.05
0
0
181
PAYMENT
23,536.08
C1469295224
5,037
0
M2123362612
0
0
0
0
347
CASH_OUT
107,321.91
C73075794
19,969
0
C1737240125
0
107,321.91
0
0
469
CASH_OUT
454,933.35
C203500391
0
0
C1693910158
1,855,225.44
2,310,158.79
0
0
192
CASH_IN
301,769.24
C2014804537
6,236,698.44
6,538,467.67
C532152484
316,568.31
14,799.07
0
0
181
PAYMENT
16,409.24
C999843931
0
0
M1109061492
0
0
0
0
45
CASH_OUT
134,890.94
C368741321
0
0
C267836586
371,339.46
506,230.39
0
0
38
CASH_IN
57,633.91
C451782872
68,452
126,085.91
C326691392
1,120,729.16
1,063,095.25
0
0
260
CASH_OUT
135,161.73
C1625495684
0
0
C94846819
12,818,134.67
12,953,296.4
0
0
206
PAYMENT
4,628.55
C590971322
0
0
M2126113037
0
0
0
0
307
PAYMENT
31,454.45
C1298370581
0
0
M1999668468
0
0
0
0
133
PAYMENT
7,050.87
C2117216959
501,023.6
493,972.73
M739355154
0
0
0
0
253
CASH_OUT
242,395.55
C445121229
307,288
64,892.45
C338692929
2,690,329.4
2,932,724.95
0
0
329
CASH_OUT
133,441.67
C1623023770
30,469
0
C1797741827
1,366,147.56
1,499,589.23
0
0
355
CASH_OUT
10,993.61
C1929707471
0
0
C541394849
568,142.75
579,136.37
0
0