step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
165
PAYMENT
621.46
C1806219635
307,422.3
306,800.85
M577810038
0
0
0
0
182
CASH_IN
23,855.11
C941381399
11,029,673.82
11,053,528.93
C508072144
39,474.54
15,619.43
0
0
251
TRANSFER
542,388.76
C1477827590
6,039
0
C1180846116
30,651.75
573,040.51
0
0
545
CASH_IN
54,690.97
C1664500595
1,585,327.83
1,640,018.81
C790298492
390,118.77
335,427.8
0
0
374
CASH_OUT
98,707.69
C1149087758
30,013
0
C889140744
0
98,707.69
0
0
402
CASH_OUT
101,635.25
C59225652
0
0
C1949930481
276,658.59
1,241,495.64
0
0
19
CASH_OUT
86,748.37
C1399460707
0
0
C1816361085
1,192,224.68
1,879,237.23
0
0
377
CASH_IN
209,281.88
C549848209
8,096
217,377.88
C386686048
294,395.84
85,113.96
0
0
325
PAYMENT
32,868.79
C1033694494
0
0
M1130960716
0
0
0
0
179
PAYMENT
6,489.72
C438858951
643
0
M831732383
0
0
0
0
372
CASH_OUT
55,813.11
C1320755894
0
0
C1803191747
6,555,618.33
6,611,431.45
0
0
209
CASH_OUT
270,262.62
C1103825380
0
0
C1992732071
840,325.41
1,110,588.03
0
0
322
CASH_IN
71,242.78
C1545232272
40,922
112,164.78
C417917341
0
0
0
0
40
PAYMENT
12,109.57
C200797808
80,900.22
68,790.65
M710558437
0
0
0
0
209
PAYMENT
1,944.26
C1849909882
13,361
11,416.74
M1430056980
0
0
0
0
355
CASH_OUT
266,022.79
C489435140
37,747
0
C1411021500
4,002,034.13
4,268,056.92
0
0
159
CASH_OUT
143,409.24
C35728622
0
0
C689961235
575,389.13
718,798.37
0
0
234
PAYMENT
27,550.64
C13750128
0
0
M1806631570
0
0
0
0
132
PAYMENT
23,552.17
C74178715
6,012
0
M1693898279
0
0
0
0
307
PAYMENT
1,510.28
C566523600
155,600
154,089.72
M1463147793
0
0
0
0
348
CASH_IN
97,040.61
C1045144949
173,422
270,462.61
C521218925
85,517.04
0
0
0
354
CASH_OUT
397,603.64
C1697023972
10,485.43
0
C8428935
550,528.67
948,132.31
0
0
230
PAYMENT
15,914.97
C2142917145
24,581.7
8,666.73
M1716780268
0
0
0
0
715
CASH_OUT
352,016.47
C1179037632
15,659
0
C258569402
319,026.01
671,042.49
0
0
325
CASH_IN
59,654.38
C1683133586
14,924,612.84
14,984,267.22
C551998174
192,930.66
133,276.28
0
0
298
CASH_IN
15,436.86
C375847341
11,590,651.28
11,606,088.14
C1497897212
90,636.48
75,199.61
0
0
225
CASH_OUT
20,532.28
C962808085
6,057
0
C1048102807
390,990.91
411,523.19
0
0
321
CASH_OUT
230,403.76
C1927563831
0
0
C428540589
9,462,239.12
9,692,642.88
0
0
212
PAYMENT
1,035.23
C266046427
750
0
M565233469
0
0
0
0
256
CASH_OUT
84,737.57
C1113231316
0
0
C1648981899
926,639.75
1,011,377.32
0
0
160
PAYMENT
3,122.58
C468620740
38,477
35,354.42
M994138968
0
0
0
0
43
CASH_OUT
185,600.1
C1104425651
73,207
0
C1953759172
708,991.2
894,591.29
0
0
141
PAYMENT
4,530.1
C1366963845
44,927
40,396.9
M76976647
0
0
0
0
182
CASH_OUT
128,033.9
C142701203
13,100
0
C4308539
248,152.99
376,186.89
0
0
130
PAYMENT
21,149.32
C2081825209
0
0
M1958809497
0
0
0
0
251
PAYMENT
29,116.4
C1995110298
1,440
0
M397076694
0
0
0
0
420
CASH_OUT
19,813.11
C1060105545
0
0
C1091686616
257,507.44
277,320.55
0
0
329
CASH_OUT
59,174.42
C705712808
176,647
117,472.58
C1378092139
550,847.62
610,022.04
0
0
43
CASH_IN
18,602.27
C1467944106
56,384
74,986.27
C1252518088
135,536.48
116,934.2
0
0
371
CASH_IN
131,428.96
C483148519
6,189,142.61
6,320,571.57
C1161581640
1,062,753.21
931,324.25
0
0
404
CASH_IN
73,675.52
C566835382
238,687.35
312,362.87
C1662416687
226,282.39
152,606.87
0
0
212
TRANSFER
70,054.5
C2092740230
104,839.2
34,784.7
C752541421
445,989.7
516,044.2
0
0
40
PAYMENT
17,252.55
C564282358
10,935
0
M596783828
0
0
0
0
399
PAYMENT
40,284.89
C1073282155
686,671
646,386.11
M114023658
0
0
0
0
141
CASH_OUT
97,531.77
C1728286388
0
0
C425544174
149,812.81
247,344.58
0
0
160
CASH_OUT
109,019.38
C1416708811
0
0
C1609434505
245,382.9
354,402.28
0
0
213
CASH_OUT
48,528.95
C786352959
0
0
C1908677732
1,409,357.9
1,457,886.86
0
0
597
PAYMENT
201.39
C497313473
16,046
15,844.61
M1935242423
0
0
0
0
227
CASH_IN
45,849.86
C921591016
2,041,268.11
2,087,117.97
C642801234
3,322,363.47
3,276,513.61
0
0
253
PAYMENT
40.48
C937300739
126,067.84
126,027.36
M1314345953
0
0
0
0
589
PAYMENT
15,386.88
C75438804
38,121
22,734.12
M892657531
0
0
0
0
184
PAYMENT
2,212.37
C7730226
0
0
M662316121
0
0
0
0
306
CASH_OUT
467,781.14
C108102493
4,364.51
0
C758991444
2,463,944.08
2,931,725.21
0
0
228
TRANSFER
1,232,929.36
C1963922132
0
0
C1230461928
5,208,654.24
6,441,583.6
0
0
276
CASH_IN
291,897.89
C170136330
51,387
343,284.89
C1299638059
0
0
0
0
186
TRANSFER
381,932.64
C1230979385
7,639
0
C159454719
0
306,694.33
0
0
328
CASH_OUT
79,771.92
C1017353106
432,542.45
352,770.52
C1796655193
2,188,925.04
2,268,696.96
0
0
39
PAYMENT
14,488.06
C1825487612
0
0
M973263638
0
0
0
0
524
CASH_IN
17,389.34
C617773344
63,805
81,194.34
C2142229614
231.19
0
0
0
208
CASH_IN
31,948.32
C2035543892
20,021
51,969.32
C73826307
0
0
0
0
43
PAYMENT
5,717.34
C1583741887
196
0
M658335403
0
0
0
0
35
CASH_OUT
219,773.15
C1213771028
0
0
C145954495
864,620.83
1,084,393.99
0
0
134
PAYMENT
26,539.77
C1130807371
0
0
M220525871
0
0
0
0
544
PAYMENT
4,556.32
C1396028096
13,085
8,528.68
M1394915427
0
0
0
0
226
CASH_IN
86,628.41
C1317529489
4,253,292.86
4,339,921.26
C1253495598
202,765.43
116,137.02
0
0
206
PAYMENT
10,562.75
C645859129
9,458
0
M415444339
0
0
0
0
378
CASH_IN
70,419.39
C1491150282
22,833
93,252.39
C939244695
5,572,982.67
5,502,563.28
0
0
299
PAYMENT
13,712.38
C1882041161
50,339
36,626.62
M41524050
0
0
0
0
35
CASH_IN
310,987.42
C870897035
1,935,212.45
2,246,199.86
C2031889590
8,568,058.59
8,257,071.18
0
0
305
CASH_OUT
88,496.45
C1087435410
0
0
C1226766963
2,752,888.49
2,841,384.95
0
0
687
PAYMENT
1,048.85
C185490271
0
0
M678774786
0
0
0
0
186
CASH_IN
138,522.51
C1235578266
5,253,693.4
5,392,215.91
C526035976
5,239,673.41
5,101,150.9
0
0
36
TRANSFER
344,873.99
C1768660752
51,883
0
C122885735
3,404,894.97
3,749,768.96
0
0
275
CASH_IN
71,391.94
C2014818723
136
71,527.94
C2117912718
652,681.61
581,289.66
0
0
357
CASH_IN
11,118.95
C395899278
13,874,198.43
13,885,317.38
C335606786
1,045,197.1
1,034,078.15
0
0
330
TRANSFER
1,494,598.92
C1248425601
0
0
C66705103
3,837,230.2
5,331,829.12
0
0
185
DEBIT
14,874.33
C1821894368
311,083
296,208.67
C1031461644
542,157.26
557,031.59
0
0
520
PAYMENT
16,927.09
C1171619654
849,928.5
833,001.4
M1636828996
0
0
0
0
346
CASH_IN
86,840.78
C1086455170
4,365,471.08
4,452,311.86
C1415803922
206,695.37
119,854.59
0
0
179
TRANSFER
74,969.41
C2103604782
32,916
0
C877589582
0
74,969.41
0
0
681
PAYMENT
16,283.55
C1171093340
239,930.23
223,646.68
M459866782
0
0
0
0
398
CASH_OUT
443,963.15
C790937960
617,391.84
173,428.69
C1687386152
1,099,392.3
1,543,355.45
0
0
251
PAYMENT
1,071.11
C1953958268
66,892
65,820.89
M410312560
0
0
0
0
297
TRANSFER
3,822,360.34
C1895045810
10,133
0
C835056067
178,766.56
4,001,126.9
0
0
19
CASH_OUT
186,723.76
C1158685929
353,361
166,637.24
C519336424
16,922
107,447.42
0
0
380
PAYMENT
22,229.13
C1579590858
0
0
M788507812
0
0
0
0
19
TRANSFER
1,138,613.84
C1889885625
79,770
0
C954185388
253,465.93
1,392,079.77
0
0
234
CASH_OUT
265,766.19
C1793090748
0
0
C85875399
11,829,255.42
12,095,021.61
0
0
281
CASH_OUT
84,446.57
C216386219
188
0
C827574745
23,511.69
107,958.26
0
0
180
CASH_OUT
196,435.36
C1347764166
0
0
C684715288
243,908.99
440,344.35
0
0
380
CASH_IN
29,981.96
C1865615230
14,700,501.33
14,730,483.28
C93100252
99,558.03
69,576.07
0
0
202
CASH_OUT
321,408.45
C312264936
233
0
C213983587
1,852,009.38
2,173,417.84
0
0
356
PAYMENT
7,665.62
C2105435183
0
0
M157040376
0
0
0
0
19
PAYMENT
16,990.55
C771736697
49,073
32,082.45
M742732850
0
0
0
0
359
PAYMENT
3,041.17
C1424377993
13,735
10,693.83
M1546015347
0
0
0
0
299
PAYMENT
15,682.15
C976555101
0
0
M1149752550
0
0
0
0
239
PAYMENT
621.43
C1836073378
0
0
M246431422
0
0
0
0
42
CASH_OUT
44,462.12
C1145868528
11,154
0
C484422675
0
44,462.12
0
0
35
CASH_IN
108,025.46
C2078877863
10,896,785.98
11,004,811.45
C1769245997
1,330,995.84
1,222,970.38
0
0
208
PAYMENT
8,098.88
C1822126718
49,051.9
40,953.02
M1357678823
0
0
0
0