step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
380
CASH_OUT
416,268.86
C482086765
0
0
C1367171406
1,195,598.19
1,611,867.05
0
0
254
CASH_IN
94,860.48
C22352968
531,998.7
626,859.18
C570413165
280,618.02
185,757.54
0
0
37
PAYMENT
7,728.14
C72169448
20,683
12,954.86
M165307150
0
0
0
0
303
PAYMENT
12,366.94
C2027311143
0
0
M2007574149
0
0
0
0
131
CASH_OUT
113,556.74
C1590585520
28,554
0
C265058096
883,593.81
997,150.55
0
0
140
PAYMENT
153.61
C548047232
21,932.81
21,779.2
M1362694123
0
0
0
0
300
CASH_IN
351,156.28
C703190081
4,074,680.8
4,425,837.08
C1675690861
541,312.85
190,156.57
0
0
348
CASH_IN
50,089.56
C1484119712
24,567,661.03
24,617,750.59
C1162259398
554,551.89
504,462.33
0
0
139
CASH_IN
451,905.43
C1671495472
1,311,237.87
1,763,143.29
C1596306253
3,338,724.97
2,685,436.21
0
0
186
CASH_OUT
379,454.53
C1827955546
500
0
C1456522934
1,874,502.55
2,253,957.08
0
0
345
CASH_OUT
359,459.23
C2127866563
0
0
C1341985731
795,024.54
1,154,483.77
0
0
230
CASH_IN
153,497.24
C949496949
134,232
287,729.24
C604568968
4,709,105.43
4,555,608.19
0
0
278
PAYMENT
11,023.01
C1859329066
0
0
M190911069
0
0
0
0
299
CASH_OUT
340,480.47
C1847973173
0
0
C216229155
1,307,541
1,648,021.47
0
0
9
PAYMENT
19,476.72
C1139659552
1,517,793.27
1,498,316.55
M1344651926
0
0
0
0
308
CASH_OUT
208,372.54
C1275570231
0
0
C269902384
259,064.27
467,436.8
0
0
253
PAYMENT
18,639.9
C2057120082
0
0
M890823899
0
0
0
0
637
PAYMENT
16,427.07
C359904453
31,838
15,410.93
M1818224163
0
0
0
0
380
PAYMENT
7,709.77
C1572051839
154,431
146,721.23
M928894871
0
0
0
0
377
PAYMENT
24,159.76
C2113991850
122,574
98,414.24
M1134641648
0
0
0
0
165
PAYMENT
4,968.62
C807333858
608,092
603,123.38
M2117473982
0
0
0
0
323
PAYMENT
18,590.74
C280630425
0
0
M139637741
0
0
0
0
408
CASH_IN
54,952.22
C226992227
5,374,422.81
5,429,375.03
C1929878526
265,263.19
210,310.97
0
0
306
CASH_OUT
198,945.92
C2134459818
70,410
0
C1518238446
1,430,195.19
1,629,141.11
0
0
284
CASH_OUT
61,132.38
C921243400
0
0
C1758713057
255,037.61
316,169.99
0
0
204
CASH_OUT
145,202.77
C1368421635
22,645
0
C1334736968
5,362,350.68
5,507,553.44
0
0
329
PAYMENT
30,337.53
C1529104616
104,306
73,968.47
M1519650864
0
0
0
0
259
CASH_IN
269,698.42
C2042016311
2,382,803.1
2,652,501.52
C2018660877
396,286.18
126,587.76
0
0
374
CASH_IN
15,478.98
C2113278028
1,619,225.57
1,634,704.55
C1096311952
1,133,916.58
1,118,437.6
0
0
37
PAYMENT
50,856.52
C721560017
377,133
326,276.48
M1273175326
0
0
0
0
355
CASH_OUT
302,356.64
C575094140
98,044.62
0
C1909527942
2,522,383.79
2,824,740.43
0
0
180
CASH_OUT
70,847.75
C1694349109
49,874
0
C2050807211
278,583.61
349,431.36
0
0
329
PAYMENT
35,144.99
C1749131356
7,273.1
0
M1201688977
0
0
0
0
161
CASH_OUT
14,508.82
C694595829
297,044
282,535.18
C1272209286
295,305.87
309,814.68
0
0
399
CASH_OUT
30,864.86
C406937501
0
0
C1954738129
84,356.12
115,220.98
0
0
182
CASH_OUT
8,451.75
C666538266
0
0
C1656349739
126,267.96
134,719.71
0
0
401
PAYMENT
49,991.43
C1532731331
0
0
M1567378426
0
0
0
0
188
PAYMENT
1,537.81
C1200194081
82,660
81,122.19
M466995077
0
0
0
0
33
PAYMENT
51,689.41
C353897299
0
0
M121592098
0
0
0
0
287
PAYMENT
38,834.06
C1674187352
0
0
M311569507
0
0
0
0
395
CASH_OUT
202,536.98
C1734947186
0
0
C699235486
616,243.6
818,780.59
0
0
136
PAYMENT
122.63
C520920355
0
0
M1628599488
0
0
0
0
384
CASH_OUT
107,655.37
C259220697
0
0
C1068824137
13,587,774.6
13,695,429.98
0
0
380
CASH_IN
87,684.78
C197347509
433,297.6
520,982.38
C1697251473
1,233,475.02
1,145,790.25
0
0
38
CASH_OUT
71,183.17
C363208068
3,580
0
C1839339513
2,353,737.25
2,424,920.42
0
0
205
CASH_IN
437,005.94
C313476715
2,469
439,474.94
C931057858
0
0
0
0
203
PAYMENT
4,419.08
C372338685
54,976
50,556.92
M2120118570
0
0
0
0
380
PAYMENT
8,357.17
C697229548
78,839.61
70,482.44
M501380110
0
0
0
0
297
CASH_OUT
291,832.37
C1214420399
11,453
0
C316075388
2,543,884.08
2,835,716.45
0
0
161
PAYMENT
5,196.65
C343271778
51,717.11
46,520.47
M674740922
0
0
0
0
395
PAYMENT
30,191.53
C1126621248
10,961
0
M1724572015
0
0
0
0
40
CASH_OUT
351,490.45
C1018061779
117
0
C305047923
0
351,490.45
0
0
24
CASH_OUT
210,963.54
C1429741739
0
0
C1207755828
339,365.82
550,329.35
0
0
11
PAYMENT
19,293.06
C219645710
0
0
M1749752015
0
0
0
0
154
CASH_OUT
550,275.83
C1374320390
15,230
0
C1503068115
530,200.96
1,080,476.79
0
0
210
CASH_OUT
176,484.82
C1371590682
0
0
C722225184
731,840.69
908,325.51
0
0
186
CASH_IN
67,997.14
C1652159934
8,133,549.3
8,201,546.43
C1775459749
669,776.56
601,779.42
0
0
136
CASH_OUT
218,244.55
C250799033
165
0
C449657382
266,636.65
484,881.2
0
0
12
CASH_OUT
193,112.18
C945945973
167
0
C1194449898
243,925.43
1,749,044.9
0
0
17
PAYMENT
27,089.82
C1976376306
992
0
M620133911
0
0
0
0
330
CASH_IN
156,123.21
C173093017
2,588,380.14
2,744,503.34
C2002670560
424,959.61
268,836.4
0
0
307
CASH_IN
140,839.09
C1708441710
107,119
247,958.09
C1730067700
225,216.69
84,377.6
0
0
251
CASH_OUT
255,344.85
C1090261477
0
0
C847633447
3,112,918.33
3,368,263.17
0
0
156
PAYMENT
2,941.98
C1027293089
15,599.75
12,657.76
M1369004748
0
0
0
0
227
PAYMENT
1,163.73
C306720628
24,913
23,749.27
M1988809332
0
0
0
0
235
PAYMENT
13,726.98
C1077318109
10,780
0
M1470134763
0
0
0
0
42
CASH_OUT
165,612.88
C1921634199
0
0
C398985344
331,190.88
496,803.76
0
0
347
PAYMENT
22,205.64
C1972267112
398,257.12
376,051.48
M881613986
0
0
0
0
201
CASH_OUT
125,942.01
C2059445422
0
0
C266062967
9,035,217.74
9,161,159.75
0
0
132
CASH_IN
230,157.95
C1372084396
8,891,666.77
9,121,824.73
C1708869658
2,116,981.77
1,886,823.81
0
0
164
CASH_OUT
181,590.25
C1604775036
16,877
0
C166287311
965,075.32
1,146,665.57
0
0
207
CASH_OUT
98,656.24
C1907547040
13,783.15
0
C1095666481
5,593,130.89
5,691,787.13
0
0
188
CASH_OUT
240,734.98
C522488526
0
0
C923155765
2,567,169
2,807,903.98
0
0
304
PAYMENT
26,770.86
C1314488727
21,774.89
0
M1312965560
0
0
0
0
400
PAYMENT
4,375.89
C1012414236
0
0
M146611965
0
0
0
0
229
PAYMENT
21,651.35
C1305025227
0
0
M717613408
0
0
0
0
306
PAYMENT
1,097.31
C1992327841
11,481
10,383.69
M793547015
0
0
0
0
13
CASH_OUT
24,640.26
C143763088
0
0
C296230320
138,881.91
163,522.17
0
0
277
CASH_IN
193,011.57
C824511795
5,659,964.51
5,852,976.08
C1981368658
3,327,940.69
3,134,929.12
0
0
11
CASH_OUT
251,490.21
C573703815
115,876.31
0
C1908995632
1,045,565.39
1,759,730.24
0
0
203
CASH_OUT
21,108.11
C24770737
631
0
C1635947466
0
21,108.11
0
0
12
CASH_IN
279,400.64
C551254610
20,540,081.89
20,819,482.54
C1161835199
446,111.5
564,585.85
0
0
228
CASH_IN
6,224.51
C1944374204
9,755,021.87
9,761,246.38
C553432448
1,419,595.99
1,413,371.48
0
0
236
CASH_IN
41,862.72
C868852943
1,574,775.83
1,616,638.55
C397731654
1,220,494.95
1,178,632.22
0
0
236
CASH_IN
122,709.33
C628615404
101,830
224,539.33
C694356501
0
0
0
0
203
CASH_OUT
91,639.75
C935764827
0
0
C377891332
559,856.05
651,495.8
0
0
372
CASH_IN
432,917.35
C1561540860
189
433,106.35
C129727599
0
0
0
0
402
PAYMENT
14,950.12
C682242373
0
0
M1567957630
0
0
0
0
284
CASH_OUT
221,481.7
C894200580
277,191
55,709.3
C533418187
278,724.5
500,206.2
0
0
19
CASH_OUT
54,349.95
C425687741
0
0
C2052188480
495,874.62
633,346.06
0
0
12
CASH_IN
77,453.95
C356307022
3,160,769.34
3,238,223.3
C1196694338
6,883,793.07
8,456,856.09
0
0
213
CASH_IN
82,194.16
C1274101236
4,623,463.59
4,705,657.75
C1463294311
243,334.31
161,140.15
0
0
182
CASH_IN
153,605.98
C1169309439
7,831,206.43
7,984,812.41
C850560174
3,635,345.2
3,481,739.21
0
0
181
CASH_OUT
132,701.96
C336070974
0
0
C757976390
172,636.78
305,338.73
0
0
186
CASH_IN
265,703.51
C1505820087
340,976.93
606,680.44
C1717206270
1,145,251.46
879,547.95
0
0
255
PAYMENT
17,333.39
C293657297
72,875
55,541.61
M1123563933
0
0
0
0
324
CASH_IN
89,355.68
C369322363
782
90,137.68
C397644820
133,043.62
43,687.94
0
0
22
CASH_IN
47,247.39
C243991508
79,104
126,351.39
C986684276
0
0
0
0
17
CASH_IN
498,975.89
C839754118
6,695,445.13
7,194,421.02
C670244241
2,286,897.54
1,486,515.74
0
0
132
PAYMENT
24,835.91
C853118426
59,922
35,086.09
M1861682552
0
0
0
0