step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
321
CASH_OUT
194,614.95
C1414383559
259,412
64,797.05
C681898144
0
194,614.95
0
0
36
CASH_OUT
66,059.76
C1863859065
0
0
C1650424833
80,438.77
146,498.52
0
0
184
CASH_OUT
29,202.79
C1950072449
6,201
0
C758833372
163,285.69
192,488.48
0
0
394
CASH_OUT
576,740.32
C486034900
0
0
C719607570
943,214.78
1,519,955.1
0
0
404
PAYMENT
21,892.12
C2050522262
0
0
M1629072916
0
0
0
0
15
PAYMENT
6,378.14
C2102906944
42,218
35,839.86
M583341937
0
0
0
0
212
CASH_OUT
155,055.46
C1712131681
0
0
C2101414906
134,631.56
289,687.02
0
0
181
CASH_OUT
235,887.28
C1920558262
10,015
0
C1457532843
166,120.12
402,007.4
0
0
211
CASH_OUT
7,940.91
C1348848640
308,779
300,838.09
C135473289
443,556.05
451,496.97
0
0
132
CASH_IN
354,961.61
C457308435
10,774
365,735.61
C1255929899
0
0
0
0
184
PAYMENT
8,677.8
C1699797541
9,289
611.2
M961908366
0
0
0
0
17
CASH_OUT
448,730.74
C294984499
0
0
C1220278931
1,045,616.74
1,494,347.48
0
0
35
CASH_OUT
327,624.46
C1964733952
72,733
0
C876868551
70,772.38
398,396.84
0
0
297
CASH_OUT
27,838.14
C1918731468
0
0
C927292882
91,802.69
119,640.83
0
0
135
CASH_OUT
95,285.95
C1966948469
0
0
C232156913
522,128.57
478,485.41
0
0
212
PAYMENT
4,252.18
C172221637
100,420
96,167.82
M769791707
0
0
0
0
402
CASH_IN
28,354.8
C2023534572
6,431,031.04
6,459,385.84
C1071447857
58,803.73
30,448.93
0
0
43
CASH_IN
62,482.8
C143021039
39,053.84
101,536.64
C576244244
8,454,439.03
8,391,956.23
0
0
9
CASH_OUT
99,957.45
C335679057
0
0
C1860513229
471,547.54
781,397.87
0
0
326
CASH_IN
272,560.5
C136344434
1,328,076.25
1,600,636.75
C2078513265
570,036.93
297,476.43
0
0
251
TRANSFER
653,718.62
C459985483
0
0
C670203527
5,082,431.25
5,736,149.87
0
0
17
CASH_OUT
174,200.16
C909214036
441,845.47
267,645.31
C210726013
322,210.04
564,898.73
0
0
380
PAYMENT
40,663.91
C992823012
0
0
M2140126950
0
0
0
0
155
PAYMENT
1,549.59
C2018795137
4,605.93
3,056.34
M1939028604
0
0
0
0
327
CASH_IN
9,337.49
C1831380200
220,933.46
230,270.95
C1212809725
3,274,080.03
3,264,742.55
0
0
96
CASH_OUT
138,370.02
C1115246194
0
0
C1948712022
7,440,323.79
7,578,693.82
0
0
257
CASH_IN
240,860.18
C444885214
12,505
253,365.18
C1515783714
0
0
0
0
349
CASH_OUT
99,161.56
C1531815288
300
0
C1996119282
253,697.57
352,859.12
0
0
563
CASH_IN
59,889.64
C520474348
1,093,619.59
1,153,509.23
C2007909929
430,430.11
370,540.47
0
0
131
CASH_OUT
739,877.98
C1510726169
68,762
0
C1145859951
5,337.98
745,215.96
0
0
276
PAYMENT
7,485.19
C908129579
0
0
M873177055
0
0
0
0
44
CASH_OUT
218,460.44
C1186083597
91,988
0
C1565244824
108,509.05
326,969.49
0
0
257
CASH_OUT
36,627.96
C2115561646
0
0
C1051997740
42,933.77
79,561.73
0
0
13
CASH_IN
519,056.1
C479509248
105,637
624,693.1
C958753298
0
0
0
0
596
PAYMENT
18,438.18
C1515897967
0
0
M1857290849
0
0
0
0
299
PAYMENT
3,309.62
C507669786
0
0
M50417255
0
0
0
0
202
CASH_OUT
135,602.63
C434845355
0
0
C752976394
1,862,766.83
1,998,369.46
0
0
19
CASH_IN
62,916.2
C519247152
30,122
93,038.2
C1415763513
10,727
0
0
0
276
CASH_OUT
47,374.05
C859801372
0
0
C15854669
1,154,107.19
1,201,481.24
0
0
16
PAYMENT
21,436.01
C240339030
101,415
79,978.99
M1072798331
0
0
0
0
22
CASH_OUT
128,135.2
C1886114277
11,582
0
C1998488598
101,204
202,584.23
0
0
43
CASH_OUT
271,840.12
C905045408
0
0
C2100747128
1,410,172.81
1,682,012.93
0
0
373
CASH_OUT
244,460.51
C976933457
0
0
C82002260
545,555.52
790,016.03
0
0
211
PAYMENT
9,887.3
C790592886
34,689
24,801.7
M461632531
0
0
0
0
177
TRANSFER
7,450.97
C1084277903
55,688
48,237.03
C1097492305
0
7,450.97
0
0
327
CASH_IN
139,883.35
C1293961069
3,618,392.21
3,758,275.56
C1695849834
2,637,789.32
2,497,905.97
0
0
305
CASH_IN
357,944.42
C170431513
27,278
385,222.42
C1031686878
20,560.66
0
0
0
177
TRANSFER
321,894.45
C953720581
0
0
C1550714067
3,028,190.1
3,350,084.55
0
0
401
CASH_OUT
312,155.01
C33483462
13,766
0
C1890858479
1,452,217.57
1,764,372.58
0
0
299
PAYMENT
45,828.09
C29713829
31,745
0
M1933290521
0
0
0
0
24
CASH_OUT
193,135.46
C437602913
42,743.95
0
C963487368
586,466.71
779,602.17
0
0
353
PAYMENT
14,347.13
C1814007071
60,967
46,619.87
M1138608624
0
0
0
0
129
CASH_IN
273,848.54
C1982288057
2,645,373.86
2,919,222.41
C123384978
846,526.62
572,678.08
0
0
274
CASH_OUT
53,819.76
C1926629553
56,477
2,657.24
C1106701274
767,127.16
820,946.92
0
0
162
CASH_IN
288,056.43
C248083031
7,880,411.89
8,168,468.31
C1646786583
6,530,762.46
6,242,706.04
0
0
372
CASH_OUT
99,559.65
C287613228
720,850
621,290.35
C1670264269
1,269,293.73
1,368,853.38
0
0
256
CASH_IN
140,861.04
C1417371026
1,699,408.52
1,840,269.55
C1366006097
4,967,683.76
4,826,822.72
0
0
308
CASH_IN
109,354.05
C328789994
61,956
171,310.05
C2031499142
216,136.04
106,781.98
0
0
471
CASH_OUT
305,067.19
C1877798052
0
0
C190225985
446,430.76
751,497.95
0
0
161
PAYMENT
5,464.89
C1315734612
122,868.56
117,403.67
M1460085230
0
0
0
0
373
PAYMENT
26,517.41
C1956256318
0
0
M308582690
0
0
0
0
36
PAYMENT
42,430.88
C2029261923
40,801
0
M1294353951
0
0
0
0
18
PAYMENT
904.85
C52803332
0
0
M1012771560
0
0
0
0
188
CASH_OUT
208,213.88
C1158979324
4,685.85
0
C1782042466
1,754,061.46
1,962,275.34
0
0
139
CASH_OUT
292,172.17
C1283198964
123,282
0
C1037756887
0
292,172.17
0
0
185
CASH_OUT
225,004.79
C1116014385
102,202
0
C31149543
0
225,004.79
0
0
284
CASH_OUT
1,416.73
C1307570674
0
0
C1312482203
102,516.36
103,933.09
0
0
48
PAYMENT
7,784.9
C569850470
18,165.7
10,380.8
M947934116
0
0
0
0
372
CASH_OUT
118,253.51
C1721762243
5,223
0
C850870672
0
118,253.51
0
0
301
CASH_OUT
49,565.17
C788866215
0
0
C1961646906
990,090.51
1,039,655.69
0
0
9
CASH_IN
463,799.88
C341504596
8,923,635.16
9,387,435.03
C66968288
505,020.32
3,739,680.48
0
0
281
CASH_IN
101,242.92
C1539212114
12,259
113,501.92
C1201080647
0
0
0
0
183
PAYMENT
9,957.81
C453511071
3,971.15
0
M1666116931
0
0
0
0
311
CASH_OUT
180,534.48
C1936237779
36,834.76
0
C1773597984
6,926,518.68
7,107,053.16
0
0
490
PAYMENT
7,370.25
C1071665591
2,221
0
M319344866
0
0
0
0
347
CASH_IN
90,624.39
C542127057
1,555,051.36
1,645,675.75
C1991252420
55,275,463.98
55,184,839.59
0
0
378
CASH_OUT
514,509.5
C998802727
3,588
0
C863743163
666,058.27
1,180,567.77
0
0
273
TRANSFER
410,423.92
C1018765922
2,893
0
C1873641531
0
410,423.92
0
0
139
PAYMENT
92.98
C506707566
37,798
37,705.02
M1991821827
0
0
0
0
204
CASH_OUT
88,040.83
C292833582
0
0
C1452931956
4,719,549.55
4,807,590.39
0
0
42
CASH_IN
154,843.51
C1811771481
43,893
198,736.51
C184461584
0
0
0
0
19
CASH_OUT
176,483.21
C1255155100
104,417
0
C1509320193
10,706.01
187,189.23
0
0
566
CASH_IN
153,915.52
C759305754
8,457,232.82
8,611,148.34
C399951889
2,197,482.05
2,043,566.53
0
0
202
CASH_OUT
93,180.49
C1559431914
0
0
C1126754611
253,392.89
346,573.38
0
0
359
PAYMENT
6,695.61
C1922844464
10,025
3,329.39
M766176509
0
0
0
0
259
CASH_OUT
157,192
C1664457589
0
0
C727801303
12,903,336.83
13,060,528.83
0
0
179
CASH_OUT
7,230.56
C2080284707
5,385
0
C336097174
0
7,230.56
0
0
15
TRANSFER
1,252,300.55
C1685091115
0
0
C883841715
2,742,606
3,994,906.55
0
0
9
CASH_OUT
66,933.68
C2002713958
70,505
3,571.32
C309301400
106,924
173,857.68
0
0
298
PAYMENT
36,691.51
C1906015883
488,527.25
451,835.74
M2009309726
0
0
0
0
323
PAYMENT
11,223.83
C1742047284
0
0
M16157694
0
0
0
0
322
CASH_OUT
227,131.22
C1584986702
24,414
0
C561946607
308,361.9
535,493.12
0
0
661
PAYMENT
3,362.82
C1745516770
389,210.78
385,847.96
M2128742038
0
0
0
0
136
CASH_OUT
92,208.94
C176502466
11,810
0
C2007484041
61,110.61
31,495.28
0
0
301
PAYMENT
14,172.55
C1959667102
20,344
6,171.45
M996200026
0
0
0
0
11
CASH_OUT
213,148.97
C1787201395
517,313
304,164.03
C1766389376
99,990.69
721,009.85
0
0
157
CASH_IN
73,373.58
C1046869445
6,002,793.83
6,076,167.41
C752853406
4,681,340.37
4,277,836.64
0
0
279
CASH_OUT
135,126.18
C988239575
562,808
427,681.82
C2012019305
446,812.46
581,938.65
0
0
304
PAYMENT
18,414.03
C2018739114
0
0
M23849759
0
0
0
0
2
PAYMENT
24,953.83
C848102479
0
0
M17792118
0
0
0
0