step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
36
PAYMENT
10,534.51
C186943274
0
0
M1835441513
0
0
0
0
136
TRANSFER
279,060.34
C1326219231
0
0
C1486676913
2,172,135.6
2,451,195.94
0
0
370
CASH_IN
220,223.86
C390139641
100,997
321,220.86
C1971344738
11,805,323.68
11,585,099.82
0
0
401
PAYMENT
19,700.74
C669789498
0
0
M1020703080
0
0
0
0
347
TRANSFER
494,328.17
C1096030166
113,019
0
C759569209
0
494,328.17
0
0
132
PAYMENT
27,158.26
C13325433
0
0
M1252301764
0
0
0
0
380
PAYMENT
10,780.87
C734628895
5,015
0
M47749370
0
0
0
0
185
PAYMENT
29,634.65
C265504558
997
0
M2032545987
0
0
0
0
159
PAYMENT
11,191.57
C1375261408
205
0
M1609975152
0
0
0
0
188
PAYMENT
17,288.34
C1208481616
78,284.42
60,996.08
M266589481
0
0
0
0
226
PAYMENT
1,612.38
C1284790484
31,038
29,425.62
M1688263928
0
0
0
0
204
CASH_OUT
14,278.37
C1992984247
0
0
C313124964
16,436,846.87
16,451,125.24
0
0
348
PAYMENT
20,782.98
C758708771
0
0
M1385008594
0
0
0
0
33
CASH_OUT
112,517.19
C1131977496
26,918
0
C1957476230
9,442,175.24
9,554,692.43
0
0
163
CASH_IN
5,941.63
C2067090652
2,458,034.36
2,463,975.99
C894882415
6,923,256.86
7,258,146.54
0
0
206
CASH_OUT
570,014.53
C1771758985
0
0
C1392942222
1,048,621.65
2,206,162.1
0
0
326
CASH_OUT
118,342.67
C339498305
0
0
C1471112813
1,369,316.07
1,487,658.74
0
0
229
CASH_OUT
650,906.75
C173700044
0
0
C1901649323
1,034,442.59
1,685,349.34
0
0
376
CASH_IN
158,007.74
C966927684
4,661,425.84
4,819,433.58
C748723524
839,533.36
681,525.62
0
0
139
CASH_OUT
48,486.95
C94703275
182
0
C1931937016
0
356,395.46
0
0
324
PAYMENT
22,833.72
C2100883896
44,697
21,863.28
M1688212372
0
0
0
0
284
PAYMENT
5,166.31
C1340160171
0
0
M1180397502
0
0
0
0
384
PAYMENT
665.07
C551057243
28,670
28,004.93
M1810606286
0
0
0
0
130
CASH_OUT
282,718.54
C681389615
61,408
0
C1590885018
724,844.2
1,007,562.73
0
0
9
PAYMENT
4,242.51
C1733051126
4,316
73.49
M596737652
0
0
0
0
38
CASH_IN
101,327.97
C1682720485
63,028
164,355.97
C796779033
104,191.43
2,863.46
0
0
297
PAYMENT
49,494.86
C53764272
2,567
0
M158464993
0
0
0
0
182
PAYMENT
12,830.52
C252256904
298,900.28
286,069.76
M12939804
0
0
0
0
229
CASH_IN
289,505.34
C1503171137
1,479,014.44
1,768,519.78
C574318233
2,047,283.91
1,775,943.12
0
0
188
CASH_OUT
50,285.15
C1198303742
0
0
C2101524940
403,091.63
453,376.78
0
0
42
CASH_OUT
90,964.48
C2014185898
461,435.16
370,470.68
C1841891797
4,182,450.33
4,369,301.44
0
0
349
CASH_IN
73,873.21
C1674849987
9,472,661.57
9,546,534.79
C134933182
183,302.29
109,429.08
0
0
356
CASH_IN
10,618.39
C970018294
6,246,064.07
6,256,682.46
C216273116
1,037,545.77
1,026,927.38
0
0
307
PAYMENT
28,042.68
C1846126395
0
0
M159636823
0
0
0
0
302
PAYMENT
27,403.51
C549991519
199,453
172,049.49
M239864893
0
0
0
0
137
PAYMENT
10,618.02
C1944515282
0
0
M1517865449
0
0
0
0
22
CASH_IN
129,174.53
C1444925885
972,849.17
1,102,023.7
C1847078828
435,000.07
305,825.53
0
0
540
CASH_OUT
268,271.34
C476353057
199,202
0
C1976226944
46,186.37
314,457.71
0
0
228
CASH_OUT
185,155.21
C1093200704
0
0
C1614666905
210,521.45
395,676.66
0
0
321
CASH_OUT
239,531.89
C8759205
20,234
0
C1894143710
0
239,531.89
0
0
17
PAYMENT
4,400.79
C293214688
0
0
M301527886
0
0
0
0
688
PAYMENT
3,593.54
C1118980890
0
0
M1688791169
0
0
0
0
371
CASH_IN
14,966.88
C386270797
1,800,481.82
1,815,448.7
C2069247061
67,815.18
52,848.3
0
0
225
CASH_IN
253,937.93
C1521052079
7,022
260,959.93
C1421905397
517,970.6
264,032.67
0
0
370
CASH_IN
138,434.51
C701733700
21,364
159,798.51
C1915311099
1,223,937.59
1,085,503.08
0
0
284
CASH_IN
287,147.94
C1698064772
10,390,100.77
10,677,248.71
C1063911718
300,377.93
13,229.99
0
0
35
CASH_OUT
111,265.28
C1058702535
1,637
0
C83079323
63,940.24
175,205.52
0
0
276
CASH_OUT
180,473.02
C1387260890
5,040
0
C1361667938
252,724.5
433,197.52
0
0
350
TRANSFER
222,144.78
C337903084
0
0
C418940042
1,126,581.78
988,672.18
0
0
183
PAYMENT
6,042.76
C1683188177
0
0
M149622196
0
0
0
0
186
CASH_IN
57,751.87
C37188028
2,802,206.24
2,859,958.11
C1715454196
106,670.52
48,918.65
0
0
19
CASH_OUT
110,066.53
C2134185195
10,039
0
C937827501
40,263
150,329.53
0
0
284
PAYMENT
13,703.16
C1546774570
11,389
0
M215233612
0
0
0
0
134
CASH_OUT
311,571.68
C713686139
259
0
C2140981368
501,240
812,811.68
0
0
93
PAYMENT
16,833.76
C1644667290
0
0
M24112977
0
0
0
0
250
TRANSFER
3,958,869.96
C1835684551
31,591
0
C800288141
4,727,077.39
8,685,947.36
0
0
275
CASH_IN
91,619.09
C1627294125
1,154
92,773.09
C303720376
309,095.1
217,476.02
0
0
232
CASH_IN
367,143.55
C1264627986
44,850
411,993.55
C1736836445
272,714.15
0
0
0
305
CASH_OUT
94,748.61
C265873056
9,088
0
C1761795529
0
94,748.61
0
0
11
CASH_OUT
209,420.35
C1526421380
291,039.45
81,619.11
C107300817
1,881,509.94
1,803,809.19
0
0
212
PAYMENT
11,565.2
C817243936
16,236
4,670.8
M1131825576
0
0
0
0
24
CASH_IN
99,021.31
C1904804972
2,209,982.31
2,309,003.62
C575981632
200,422.29
101,400.98
0
0
10
PAYMENT
25,844.61
C2120596425
0
0
M1095463020
0
0
0
0
186
CASH_IN
230,978.13
C19430657
27,259,017.79
27,489,995.92
C1902349806
512,882.18
281,904.05
0
0
207
CASH_OUT
78,417.15
C2101967507
33,036
0
C1913590038
215,169.94
293,587.08
0
0
309
PAYMENT
8,275.65
C195024971
10,451
2,175.35
M344040485
0
0
0
0
16
CASH_IN
129,633.19
C858666378
224
129,857.19
C1454647145
1,128,109.02
1,016,304.59
0
0
275
CASH_OUT
133,559.68
C405794595
0
0
C1919124405
171,726.26
305,285.94
0
0
305
PAYMENT
13,643.24
C892055114
422,381.77
408,738.53
M837716321
0
0
0
0
18
CASH_OUT
124,490.85
C1635868458
0
0
C1860513229
2,523,373.55
3,135,927.4
0
0
332
CASH_OUT
12,001.38
C190416161
30,090
18,088.62
C1717220368
525,390.76
537,392.15
0
0
228
PAYMENT
7,604.94
C94694636
15,227
7,622.06
M1028133675
0
0
0
0
330
CASH_IN
298,414.53
C2138824864
22,292,940.88
22,591,355.41
C776132434
5,889,237.27
5,590,822.74
0
0
238
TRANSFER
334,761.99
C1555361547
0
0
C188151782
1,275,163.02
1,609,925.01
0
0
259
CASH_IN
80,586.45
C1018878206
6,677,894.96
6,758,481.4
C589348134
4,430,956.43
4,350,369.98
0
0
228
PAYMENT
4,969.37
C1560460406
14,597
9,627.63
M524361862
0
0
0
0
322
PAYMENT
19,744.07
C1482901435
146
0
M1896761457
0
0
0
0
157
CASH_OUT
93,198.95
C572996461
516,531.98
423,333.03
C219669162
460,901.54
554,100.49
0
0
35
PAYMENT
12,664.63
C2104410731
22,177
9,512.37
M530664872
0
0
0
0
43
CASH_OUT
447,562.79
C230794422
0
0
C1247600089
16,525,887.8
17,195,921.54
0
0
398
CASH_IN
10,834.11
C1069487997
9,638,670.62
9,649,504.73
C1438476694
1,581,629.89
1,570,795.78
0
0
249
TRANSFER
2,405,594.25
C239203969
0
0
C1356157756
6,687,721.99
9,093,316.24
0
0
307
CASH_OUT
401,787.74
C1271395194
10,621
0
C1013213404
0
401,787.74
0
0
35
PAYMENT
10,242.19
C1425718630
6,052
0
M899601773
0
0
0
0
283
CASH_IN
94,699.51
C1246856431
49,886
144,585.51
C1057739597
0
0
0
0
492
CASH_OUT
152,956.14
C1480986024
562
0
C308244960
5,986,021.15
6,138,977.29
0
0
157
CASH_OUT
249,178.27
C300010599
2,650
0
C973150324
27,109.84
276,288.1
0
0
276
PAYMENT
6,136.52
C176495944
60,884
54,747.48
M898944382
0
0
0
0
664
PAYMENT
17,842.15
C219990321
13,828.33
0
M1659739452
0
0
0
0
396
PAYMENT
6,602.59
C304042636
0
0
M1488456486
0
0
0
0
347
CASH_OUT
23,923.5
C1530921442
105,285
81,361.5
C183094848
141,248.64
165,172.14
0
0
347
CASH_OUT
24,054.16
C640058807
20,126
0
C332008141
0
24,054.16
0
0
217
PAYMENT
39,944.05
C2099539322
0
0
M298509200
0
0
0
0
203
PAYMENT
2,814.3
C877011963
0
0
M1853129058
0
0
0
0
234
PAYMENT
12,712.36
C1651005638
217,068.64
204,356.28
M117060551
0
0
0
0
283
PAYMENT
5,483.91
C690981789
0
0
M1086984469
0
0
0
0
188
CASH_IN
100,911.08
C2056980590
41,655
142,566.08
C371046579
7,404.62
0
0
0
138
CASH_IN
45,132.82
C59595663
6,581,370.19
6,626,503.02
C1978497075
302,350.2
257,217.37
0
0
228
CASH_IN
193,531.97
C1975611645
4,481,074.19
4,674,606.16
C857010900
681,487.56
487,955.59
0
0
44
CASH_OUT
278,103.88
C1149468528
1,005
0
C741983979
78,394.54
588,040.21
0
0