step
int64
1
743
type
stringclasses
5 values
amount
float64
0
92.4M
nameOrig
stringlengths
5
11
oldbalanceOrg
float64
0
59.6M
newbalanceOrig
float64
0
49.6M
nameDest
stringlengths
2
11
oldbalanceDest
float64
0
356M
newbalanceDest
float64
0
356M
isFraud
int64
0
1
isFlaggedFraud
int64
0
1
691
CASH_IN
259,249.53
C113048590
6,706
265,955.53
C569141293
904,483.16
645,233.63
0
0
691
PAYMENT
11,232.98
C319616118
1,249
0
M1928421319
0
0
0
0
691
CASH_IN
59,998.41
C1289764832
140,424
200,422.41
C1098716158
0
0
0
0
691
CASH_IN
341,753.9
C769521406
18,507
360,260.9
C936172445
195,584.27
0
0
0
691
DEBIT
4,374.65
C1493567607
59,999
55,624.35
C1807727642
1,111,643.48
1,116,018.13
0
0
691
CASH_OUT
255,293.93
C561085431
99,291
0
C428824799
1,675,423.11
1,930,717.04
0
0
691
TRANSFER
810,891.44
C1822641926
50,033
0
C30764368
177,535.82
988,427.26
0
0
691
CASH_OUT
70,578.93
C780873322
0
0
C920292912
640,971.63
711,550.56
0
0
691
CASH_OUT
94,528.8
C1193795196
0
0
C2095633265
538,546.1
633,074.89
0
0
691
CASH_IN
81,838.04
C1839442860
10,667
92,505.04
C175449292
53,342.96
0
0
0
691
PAYMENT
8,184.57
C453907041
41,826
33,641.43
M1820428052
0
0
0
0
691
PAYMENT
23,542.4
C363622598
1,567
0
M1705133844
0
0
0
0
691
PAYMENT
21,177.86
C248831195
0
0
M1854751538
0
0
0
0
691
PAYMENT
6,046.33
C416363621
0
0
M1874614924
0
0
0
0
691
PAYMENT
19,657.45
C1193697700
0
0
M1127628449
0
0
0
0
691
PAYMENT
8,310.77
C1381324990
0
0
M1605369922
0
0
0
0
691
PAYMENT
15,201.44
C728723793
0
0
M1499365803
0
0
0
0
691
PAYMENT
24,230.99
C557228694
0
0
M2128282850
0
0
0
0
691
PAYMENT
18,215.11
C778966929
0
0
M51419182
0
0
0
0
691
PAYMENT
13,068.19
C396798152
0
0
M838619850
0
0
0
0
691
PAYMENT
3,327.7
C1869617659
0
0
M1747332563
0
0
0
0
691
PAYMENT
6,309.57
C1248082167
0
0
M433936755
0
0
0
0
691
PAYMENT
3,321.86
C1988965490
0
0
M790415301
0
0
0
0
691
PAYMENT
21,851.55
C1154806097
0
0
M934362745
0
0
0
0
691
CASH_OUT
89,956.8
C679518809
10,480
0
C1360005554
3,606,317.47
3,696,274.27
0
0
691
CASH_IN
443,618.58
C1642822243
23,629
467,247.58
C1401356109
4,076,550.68
3,632,932.1
0
0
691
CASH_OUT
36,766.56
C47595894
5,432
0
C90714655
581,547.26
618,313.81
0
0
691
PAYMENT
28,370.43
C1017832867
11,030
0
M294980101
0
0
0
0
691
PAYMENT
10,228.18
C722948662
0
0
M469396435
0
0
0
0
691
CASH_OUT
151,530.32
C1888879346
51,416
0
C197821108
1,061,794.8
1,213,325.12
0
0
691
PAYMENT
18,371.41
C1240132551
0
0
M1484625454
0
0
0
0
691
PAYMENT
11,310.19
C277993985
0
0
M1355864947
0
0
0
0
691
PAYMENT
11,570.8
C1325053565
198
0
M2046985578
0
0
0
0
691
CASH_OUT
155,442.96
C1683819001
437,117
281,674.04
C673868867
161,526.22
316,969.18
0
0
691
CASH_OUT
101,761.48
C847273282
46,539
0
C1333196592
57,635.65
159,397.13
0
0
691
PAYMENT
10,362.45
C701647921
0
0
M1192605108
0
0
0
0
691
PAYMENT
2,055.65
C1259044462
10,806
8,750.35
M2068922368
0
0
0
0
691
CASH_OUT
193,811.44
C1079584927
23,894
0
C2112047397
0
193,811.44
0
0
691
PAYMENT
3,000.01
C713788725
215,366
212,365.99
M987987460
0
0
0
0
691
PAYMENT
45,771.2
C1271101464
19,912
0
M1113041967
0
0
0
0
691
CASH_OUT
118,858.63
C885220213
0
0
C459078863
574,319.82
693,178.45
0
0
691
CASH_OUT
221,573.29
C359737527
0
0
C501946667
912,924.61
1,134,497.9
0
0
691
CASH_OUT
88,806.13
C1168277945
0
0
C302881075
287,705.03
376,511.16
0
0
691
CASH_OUT
148,712.13
C980118518
0
0
C1673701404
3,621,106.19
3,769,818.32
0
0
691
CASH_OUT
54,743.47
C362573573
0
0
C886351253
135,645.1
190,388.58
0
0
691
CASH_OUT
30,883.08
C162847121
0
0
C1659842668
743,260.49
774,143.57
0
0
691
CASH_OUT
82,221.67
C1481256535
0
0
C1965616002
2,107,383.59
2,189,605.26
0
0
691
CASH_OUT
222,186.35
C966777459
0
0
C1972659848
4,445,553.98
4,667,740.33
0
0
691
CASH_OUT
104,071
C1326284290
0
0
C1996343687
1,893,085.6
1,997,156.6
0
0
691
CASH_OUT
44,711.93
C1616535075
0
0
C1509699132
688,503.84
733,215.77
0
0
691
CASH_OUT
42,111.31
C1777073385
0
0
C922888666
147,500.09
189,611.4
0
0
691
CASH_OUT
275,561.51
C778104805
0
0
C1701906322
12,736,437.72
13,011,999.24
0
0
691
CASH_OUT
303,044.16
C179927365
0
0
C1483047536
407,509.21
710,553.37
0
0
691
CASH_OUT
208,287.35
C950048119
0
0
C1505153201
406,088.24
614,375.59
0
0
691
CASH_OUT
56,988.68
C236599870
0
0
C1458025906
7,993,178.89
8,050,167.57
0
0
691
CASH_OUT
75,839.55
C657253343
0
0
C904273482
10,451,794.75
10,527,634.3
0
0
691
CASH_OUT
84,570.79
C1721681198
0
0
C460236142
2,777,635.08
2,862,205.86
0
0
691
CASH_IN
150,807.26
C1512701863
11,448
162,255.26
C1341559133
1,340,307.17
1,189,499.91
0
0
691
CASH_OUT
142,530.66
C87946518
148
0
C264211296
5,621,948.92
5,799,478.17
0
0
691
PAYMENT
4,499.31
C1162857589
10,331
5,831.69
M1441322567
0
0
0
0
691
CASH_IN
192,050.95
C1076486042
396,303
588,353.95
C1888890477
881,786.72
689,735.77
0
0
691
CASH_OUT
213,790.53
C718673868
11,621
0
C276629171
0
213,790.53
0
0
691
PAYMENT
474.41
C289491591
240,305
239,830.59
M42531846
0
0
0
0
691
CASH_OUT
85,704.72
C215168706
499,209
413,504.28
C124374099
5,472,103.76
5,557,808.48
0
0
691
PAYMENT
5,770.35
C379660515
117,190
111,419.65
M229592514
0
0
0
0
691
CASH_OUT
68,143.97
C1208150205
31,349
0
C567711927
43,409.74
111,553.71
0
0
691
CASH_OUT
211,692.24
C1576186457
64,468
0
C268194040
41,989.22
253,681.46
0
0
691
CASH_OUT
103,171.06
C1108045620
19,772
0
C1782367750
187,654.11
290,825.17
0
0
691
CASH_OUT
169,717.1
C901643242
15,344
0
C753280504
0
169,717.1
0
0
691
PAYMENT
16,350.63
C1780857568
0
0
M579714439
0
0
0
0
691
CASH_IN
176,806.92
C1004930093
79,622
256,428.92
C1083591142
13,782.32
0
0
0
691
PAYMENT
6,834.31
C1633602064
9,059
2,224.69
M644587105
0
0
0
0
691
CASH_IN
168,501.28
C1766162094
127,146
295,647.28
C381388000
0
0
0
0
691
CASH_OUT
65,690.35
C1653201095
41,355
0
C1876725312
1,043,907.09
1,109,597.44
0
0
691
TRANSFER
213,629.32
C1972408524
0
0
C1013272899
239,129.71
452,759.03
0
0
691
CASH_OUT
170,615.57
C259166345
373,039
202,423.43
C97536196
235,737.08
406,352.65
0
0
691
CASH_OUT
74,383.48
C1300246471
202,551
128,167.52
C261436976
1,658,190.54
1,732,574.03
0
0
691
TRANSFER
309,662.92
C1642301776
20,126
0
C1867907850
8,093.47
317,756.39
0
0
691
CASH_OUT
160,550.28
C268723024
0
0
C1346468792
8,036,586.75
8,197,137.02
0
0
691
PAYMENT
696.24
C191454977
175,357
174,660.76
M1205581756
0
0
0
0
691
PAYMENT
18,988.56
C974069534
174,660.76
155,672.2
M161670636
0
0
0
0
691
PAYMENT
2,488.43
C1215443598
155,672.2
153,183.77
M1385044587
0
0
0
0
691
CASH_IN
194,009.55
C272304331
12,078
206,087.55
C855516712
182,951.67
0
0
0
691
PAYMENT
6,402.21
C237503141
631
0
M1469560748
0
0
0
0
691
CASH_OUT
58,635.01
C1978184311
22,545
0
C523414270
184,977.4
243,612.41
0
0
691
CASH_IN
188,440.87
C1029538129
10,258
198,698.87
C231644816
0
0
0
0
691
CASH_OUT
270,263.79
C1940820341
198,698.87
0
C1432342207
2,397,956.93
2,668,220.73
0
0
691
CASH_OUT
219,821.56
C435057275
5,149
0
C1452388395
3,233,935.5
3,453,757.06
0
0
691
CASH_OUT
114,484.65
C690294843
63,805
0
C37699061
0
114,484.65
0
0
691
CASH_OUT
206,769.94
C2023967559
7,057
0
C1582172158
0
206,769.94
0
0
691
PAYMENT
44,593.98
C2130790431
0
0
M362188846
0
0
0
0
691
PAYMENT
7,939.57
C338947695
205,228
197,288.43
M1982363357
0
0
0
0
691
CASH_OUT
54,527.69
C52201911
264
0
C718254376
2,110,702.06
2,165,229.75
0
0
691
PAYMENT
45,074.09
C573210138
0
0
M694267046
0
0
0
0
691
CASH_IN
175,389.3
C483043785
43,641
219,030.3
C1730301545
745,956.84
570,567.54
0
0
691
CASH_OUT
18,926.09
C2071775958
55,545
36,618.91
C469694919
44,330.57
63,256.65
0
0
691
CASH_OUT
288,701.25
C181903629
24,096
0
C1466053083
163,475.99
452,177.23
0
0
691
CASH_OUT
264,396.48
C787949677
415,404
151,007.52
C256776411
1,216,929.41
1,481,325.89
0
0
691
PAYMENT
26,933.75
C1731877019
305,904
278,970.25
M2047677648
0
0
0
0
691
CASH_IN
248,595.19
C1306860885
30,020
278,615.19
C318064713
167,107.66
0
0
0