step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
327
CASH_IN
338,754.49
C2082878918
5,250,405.98
5,589,160.47
C1140768897
4,710,488.27
4,371,733.78
0
0
257
CASH_IN
117,134.44
C1656332453
1,482
118,616.44
C491577509
0
0
0
0
259
CASH_IN
196,911.77
C1300177950
11,708,992.66
11,905,904.44
C268139325
2,035,886.36
1,838,974.58
0
0
204
CASH_OUT
15,256.88
C965461265
0
0
C722966125
20,745.6
36,002.48
0
0
45
CASH_OUT
13,345.34
C739705392
2,032
0
C1381408682
29,457.71
42,803.06
0
0
277
TRANSFER
1,923,175.21
C1433509317
0
0
C776442139
11,800,447.4
13,723,622.6
0
0
179
TRANSFER
138,359.79
C851298804
365,484
227,124.21
C114146787
532,437.9
1,076,583.27
0
0
347
CASH_IN
103,200.62
C567148977
5,594,758.25
5,697,958.87
C1777175828
900,824.3
797,623.68
0
0
302
PAYMENT
3,839.85
C1421079475
720,558.76
716,718.91
M1021084341
0
0
0
0
347
CASH_IN
167,490.7
C2028180661
373,780.56
541,271.26
C1656171947
980,865
813,374.31
0
0
235
PAYMENT
57,255.41
C931307421
0
0
M2089139526
0
0
0
0
19
CASH_OUT
239,815.24
C463243351
0
0
C1070900575
370,273.15
610,088.38
0
0
9
PAYMENT
9,737.47
C433431506
32,707
22,969.53
M797903622
0
0
0
0
212
CASH_OUT
418,274.98
C939690185
0
0
C1245192492
1,070,264.29
1,488,539.27
0
0
332
CASH_IN
134,492.78
C1843877205
429,799.03
564,291.81
C1923633483
718,881.58
584,388.8
0
0
40
PAYMENT
12,989.8
C116163293
101,880.94
88,891.14
M878468042
0
0
0
0
399
CASH_OUT
16,790.13
C665837634
102,008
85,217.87
C1350835218
44,729.38
61,519.51
0
0
140
PAYMENT
1,993.09
C1948173094
0
0
M1478396338
0
0
0
0
14
CASH_OUT
396,374.24
C1819225521
42,020
0
C1808305618
2,698,756.13
3,859,793.8
0
0
189
PAYMENT
10,226.51
C298627155
0
0
M534568699
0
0
0
0
140
PAYMENT
229.03
C584255369
18,658.39
18,429.36
M262382801
0
0
0
0
301
PAYMENT
14,119.13
C1773196936
389,254.86
375,135.73
M37318220
0
0
0
0
209
TRANSFER
742,336.42
C2080740412
0
0
C1904893636
3,970,120.25
4,712,456.68
0
0
253
CASH_IN
331,498.87
C1288134917
7,936,101.66
8,267,600.53
C48730428
489,473.08
157,974.22
0
0
9
CASH_IN
106,595.3
C1791077278
10,547
117,142.3
C896393489
31,023,217.99
31,683,567.32
0
0
356
PAYMENT
719.39
C1818923369
24,539
23,819.61
M922190955
0
0
0
0
370
TRANSFER
37,427.1
C13851376
0
0
C394553686
346,014.58
383,441.67
0
0
191
CASH_IN
25,719.89
C2070144136
647,119.7
672,839.59
C1353512285
6,163,175.13
6,137,455.24
0
0
9
CASH_IN
249,700.6
C847562687
10,894
260,594.6
C1777553960
0
0
0
0
251
PAYMENT
5,763.48
C915849894
0
0
M2021584288
0
0
0
0
322
CASH_IN
241,802.12
C596292434
7,202,309.01
7,444,111.13
C1096122645
721,112.77
479,310.65
0
0
230
CASH_IN
23,224.91
C1576869145
2,823,007.08
2,846,231.99
C1508899185
6,053,320.61
6,030,095.7
0
0
251
PAYMENT
4,780.6
C1758577396
0
0
M573318287
0
0
0
0
158
CASH_OUT
26,239.61
C144206386
0
0
C514414846
306,384.37
332,623.98
0
0
182
CASH_OUT
359,256.33
C703603728
11,092
0
C18618327
1,262,556.88
1,621,813.21
0
0
306
PAYMENT
9,824.11
C1429303198
0
0
M1884659837
0
0
0
0
283
PAYMENT
12,473.46
C1397702409
108
0
M1039222702
0
0
0
0
166
PAYMENT
2,710.6
C2132949560
0
0
M640819119
0
0
0
0
235
CASH_OUT
14,713.4
C2035073806
51,300
36,586.6
C469319011
1,396,321.42
1,411,034.82
0
0
159
CASH_OUT
93,798.88
C1867091167
0
0
C382804568
878,815.07
972,613.96
0
0
308
PAYMENT
2,315.88
C1717651629
2,259.43
0
M714309527
0
0
0
0
522
CASH_OUT
259,511.24
C529709932
218,704
0
C1568627627
0
259,511.24
0
0
251
PAYMENT
37,070.34
C839659526
104,101
67,030.66
M351947891
0
0
0
0
10
PAYMENT
6,311.57
C2017857522
2,131,481
2,125,169.43
M44467980
0
0
0
0
189
PAYMENT
11,212.67
C844388619
0
0
M127563858
0
0
0
0
156
CASH_OUT
250,378.38
C286135267
0
0
C2117300334
1,498,169.07
1,748,547.45
0
0
350
TRANSFER
180,645.3
C936077511
0
0
C302660614
1,149,315.97
1,329,961.27
0
0
250
PAYMENT
65,702.75
C1694447607
24,631
0
M73524924
0
0
0
0
9
CASH_OUT
557,211.94
C650724888
298,968.25
0
C36188889
2,695,175.13
2,632,926.53
0
0
11
CASH_OUT
190,548.04
C1839591749
5,528
0
C1977611839
0
0
0
0
323
CASH_OUT
95,398.81
C585787530
0
0
C2036935925
318,838.86
414,237.67
0
0
157
CASH_OUT
296,291.99
C1154451479
0
0
C232402655
565,686.64
861,978.62
0
0
347
CASH_OUT
203,618.5
C1842209960
0
0
C1681522090
5,326,561.66
5,530,180.15
0
0
598
PAYMENT
3,637.42
C1092892128
4,102
464.58
M1610554265
0
0
0
0
159
TRANSFER
99,928.76
C1233009584
0
0
C1163589146
267,225.22
367,153.98
0
0
260
PAYMENT
9,362.02
C539845393
0
0
M267323513
0
0
0
0
185
TRANSFER
304,237.52
C773675757
0
0
C405391710
1,912,315.3
2,364,031.58
0
0
372
CASH_OUT
93,447.88
C1563098850
105,467
12,019.12
C1791569548
1,433,605.45
1,527,053.33
0
0
9
TRANSFER
1,871,108.72
C1681186598
39,873
0
C1511336831
7,088
1,668,031.54
0
0
379
CASH_IN
84,957.84
C781957795
11,826,345.79
11,911,303.63
C1811547383
2,264,867.17
2,179,909.33
0
0
281
CASH_IN
15,033.46
C705468356
456,910.24
471,943.7
C386768998
333,090
318,056.54
0
0
136
CASH_IN
41,092.01
C898582244
2,936,107.71
2,977,199.72
C1374150796
521,587.03
601,101.62
0
0
274
PAYMENT
13,885.63
C1582892340
0
0
M1567967468
0
0
0
0
139
CASH_IN
382,633.45
C710070454
1,497,368.89
1,880,002.34
C2010000583
439,264.91
56,631.46
0
0
350
CASH_OUT
173,490.47
C504813618
9,228
0
C1938714404
545,648.95
719,139.42
0
0
524
CASH_OUT
130,057.36
C1912072437
655
0
C64564042
0
130,057.36
0
0
331
CASH_OUT
81,873.5
C109300570
0
0
C1596819072
684,545.18
766,418.68
0
0
307
PAYMENT
8,890.32
C1142395558
0
0
M286909514
0
0
0
0
36
TRANSFER
189,635.34
C278528245
17,614
0
C484296092
0
189,635.34
0
0
231
PAYMENT
4,347.78
C337460930
252,741.2
248,393.43
M1145702926
0
0
0
0
398
CASH_OUT
237,671.35
C1270991380
0
0
C1572122888
243,168.49
480,839.83
0
0
157
CASH_OUT
13,568.73
C672989733
0
0
C1548450652
138,753.1
152,321.82
0
0
540
CASH_IN
246,939.89
C530394897
21,728
268,667.89
C1614886884
282,651.45
35,711.56
0
0
347
CASH_IN
253,148.88
C562049860
1,254,934.12
1,508,083
C318569453
660,329.1
407,180.23
0
0
522
CASH_IN
181,719.43
C837553775
4,768,626.04
4,950,345.47
C135127396
949,827.71
768,108.28
0
0
372
PAYMENT
8,942.58
C758705418
5,351
0
M1005084936
0
0
0
0
202
CASH_OUT
271,227.57
C1245168611
0
0
C1769568541
1,656,332.74
1,927,560.31
0
0
238
PAYMENT
4,473.89
C1268803983
146,557.32
142,083.43
M1683475757
0
0
0
0
21
CASH_OUT
286,210.5
C1683942236
0
0
C2020355960
306,808.27
593,018.77
0
0
203
PAYMENT
4,827.06
C1139240268
49,715
44,887.94
M229449895
0
0
0
0
376
CASH_IN
104,122.98
C288682279
4,634,614.15
4,738,737.14
C1979722084
1,523,549.5
1,419,426.52
0
0
282
CASH_IN
145,436.29
C1094121608
5,432,552.24
5,577,988.53
C217087497
395,556.1
250,119.81
0
0
20
CASH_OUT
2,683.68
C1277935867
257,482
254,798.32
C1875372308
2,032,413.96
2,035,097.64
0
0
403
PAYMENT
20,252.21
C1802085511
91,537
71,284.79
M763830299
0
0
0
0
375
CASH_IN
151,905.41
C1081572577
11,443,959.8
11,595,865.21
C942256393
1,326,577.22
1,174,671.81
0
0
16
CASH_OUT
121,656.12
C630461096
0
0
C133680180
930,560.08
1,052,216.2
0
0
322
CASH_OUT
266,446.8
C662647259
49,738
0
C870745111
0
266,446.8
0
0
332
PAYMENT
11,455.47
C107885727
3,478.8
0
M1685599762
0
0
0
0
48
CASH_IN
86,135.93
C242399691
3,101,215.49
3,187,351.42
C138638709
749,795.97
663,660.04
0
0
44
CASH_IN
40,759.1
C947797940
12,421,729.27
12,462,488.37
C432014939
1,254,983.42
1,214,224.32
0
0
526
CASH_IN
597,928.25
C716432633
1,755,548.62
2,353,476.87
C1827996167
2,648,918.94
2,050,990.69
0
0
230
CASH_OUT
133,106.23
C832746404
33,698
0
C397388333
97,710.07
230,816.3
0
0
298
CASH_IN
267,067.99
C842657514
909
267,976.99
C1640996493
0
0
0
0
19
PAYMENT
13,442.86
C1212055773
11,627
0
M921115690
0
0
0
0
227
CASH_IN
619,347.51
C1779127456
3,757,671.95
4,377,019.46
C301617301
1,861,155.2
1,241,807.69
0
0
252
CASH_OUT
466,119.24
C1936482951
1,190
0
C622996878
60,297.21
526,416.45
0
0
228
CASH_OUT
402,790.56
C198401430
0
0
C1684435469
1,675,571.46
2,078,362.02
0
0
13
TRANSFER
1,967,337.55
C1670498398
21,161
0
C1779572702
0
1,967,337.55
0
0
373
CASH_IN
217,746.28
C601604617
12,939,956.06
13,157,702.35
C885636258
425,960.33
208,214.04
0
0
14
PAYMENT
3,797.02
C1052116851
793,177
789,379.98
M1095037384
0
0
0
0