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
8
CASH_IN
24,056.63
C763448101
8,075,392.48
8,099,449.11
C1554565380
4,434,052.25
6,064,917.71
0
0
8
CASH_IN
95,285.69
C2049795203
8,099,449.11
8,194,734.8
C1892922524
2,602,574.11
2,775,439.16
0
0
8
CASH_IN
308,684.27
C670182682
8,194,734.8
8,503,419.07
C1823908748
1,642,130.87
0
0
0
8
CASH_IN
258,746.05
C1156051327
8,503,419.07
8,762,165.12
C1245442940
610,706.25
608,336.53
0
0
8
CASH_IN
246,888.61
C1662538405
8,762,165.12
9,009,053.73
C471003380
422,367.1
511,534.87
0
0
8
CASH_IN
384,885.5
C1912617785
9,009,053.73
9,393,939.23
C744708435
790,195.73
630,662.18
0
0
8
CASH_IN
584,691.28
C1143751326
9,393,939.23
9,978,630.51
C580431625
1,524,938.6
866,827.55
0
0
8
CASH_IN
108,557.76
C1069231981
9,978,630.51
10,087,188.27
C847761155
170,385.34
0
0
0
8
CASH_IN
608,655.26
C504876869
10,087,188.27
10,695,843.53
C1541385794
660,556.34
47,342.1
0
0
8
CASH_OUT
190,421.89
C1832777293
30,571
0
C646183851
59,648
486,706.11
0
0
8
TRANSFER
780,886.93
C1260614086
50,226
0
C515132998
1,822,194.67
4,460,317.7
0
0
8
CASH_OUT
120,862.68
C763756424
25,312
0
C1276424637
25,712
1,610,468.3
0
0
8
CASH_IN
308,512.7
C231239834
132
308,644.7
C364592569
74,400.54
0
0
0
8
PAYMENT
2,840.51
C264593648
123,454
120,613.49
M1597545871
0
0
0
0
8
CASH_IN
407,804.52
C1564688479
15,159
422,963.52
C1442765375
0
0
0
0
8
CASH_IN
316,979.53
C323073997
27,285
344,264.53
C79708552
174,257.37
0
0
0
8
PAYMENT
102.36
C925337525
55,010
54,907.64
M753446971
0
0
0
0
8
CASH_IN
384,830.1
C1802390593
54,907.64
439,737.74
C1317731757
707,349.25
322,519.15
0
0
8
CASH_IN
298,639.46
C1963946302
439,737.74
738,377.2
C1804883318
527,807.06
763,820.95
0
0
8
CASH_IN
236,006.86
C2115914245
738,377.2
974,384.06
C593210287
1,429,941.15
2,724,575.25
0
0
8
CASH_IN
75,451.78
C387859605
974,384.06
1,049,835.84
C464246030
298,895.53
0
0
0
8
CASH_IN
31,389.83
C243994227
1,049,835.84
1,081,225.67
C1973561066
2,055,391.49
2,701,301.94
0
0
8
CASH_IN
434,230.99
C202781
1,081,225.67
1,515,456.66
C1672788422
612,883.6
114,194.51
0
0
8
CASH_IN
224,761.29
C213984378
1,515,456.66
1,740,217.95
C1504109395
4,790,182.72
4,324,988.42
0
0
8
CASH_IN
110,599.09
C1763636123
1,740,217.95
1,850,817.04
C1927159174
1,134,777.33
762,973.35
0
0
8
CASH_IN
368,482.6
C1060143197
1,850,817.04
2,219,299.65
C1266035080
3,467,688.25
3,232,606.04
0
0
8
CASH_IN
49,746.37
C661369942
2,219,299.65
2,269,046.02
C767544292
484,462.44
46,364.32
0
0
8
CASH_IN
139,469.73
C579647029
2,269,046.02
2,408,515.75
C1440282299
393,409.85
878,239.73
0
0
8
PAYMENT
3,938.65
C1007684564
18,369
14,430.35
M127485539
0
0
0
0
8
PAYMENT
3,126.26
C2108328898
245,734
242,607.74
M978368348
0
0
0
0
8
CASH_OUT
52,320.81
C102913385
189
0
C2052619908
0
52,320.81
0
0
8
CASH_OUT
257,236.27
C1262854544
139
0
C1638556416
502,911.06
335,656.26
0
0
8
PAYMENT
9,780.27
C1645795233
241
0
M1565353705
0
0
0
0
8
PAYMENT
19,663.62
C1238427956
1,167
0
M796891327
0
0
0
0
8
PAYMENT
32,448.74
C192866094
0
0
M1035117190
0
0
0
0
8
PAYMENT
5,158.66
C1936029005
30,158
24,999.34
M537698814
0
0
0
0
8
CASH_OUT
295,589.45
C1547134278
21,678
0
C2104165942
117,465.8
331,061.49
0
0
8
PAYMENT
11,825.12
C1949911764
496
0
M749639171
0
0
0
0
8
CASH_OUT
115,648.41
C1768472889
31,790
0
C612216079
1,282
104,602.27
0
0
8
PAYMENT
7,053.96
C236098567
363
0
M818086139
0
0
0
0
8
PAYMENT
2,178.17
C1753585262
10,090
7,911.83
M1196159822
0
0
0
0
8
PAYMENT
11,106.13
C1575220492
7,911.83
0
M1963979411
0
0
0
0
8
PAYMENT
5,463.95
C830291130
0
0
M691304536
0
0
0
0
8
TRANSFER
222,611.17
C1807590375
21,090
0
C676931970
0
146,457.68
0
0
8
CASH_OUT
116,701.45
C1638682473
21,476
0
C1804631788
85,967
22,266.06
0
0
8
PAYMENT
11,192.9
C963393290
0
0
M856719047
0
0
0
0
8
CASH_IN
129,923.01
C901009881
65,448
195,371.01
C471293240
137,596.57
0
0
0
8
PAYMENT
12,665.43
C912299777
195,371.01
182,705.58
M1860973216
0
0
0
0
8
PAYMENT
18,493.05
C1580896252
182,705.58
164,212.53
M1226258299
0
0
0
0
8
CASH_OUT
31,063.29
C2071816647
10,691
0
C1553217607
20,566.24
812,216.2
0
0
8
CASH_IN
73,130.87
C1955278138
5,235
78,365.87
C269902384
0
0
0
0
8
PAYMENT
28,758.32
C2126780728
78,365.87
49,607.56
M236471668
0
0
0
0
8
PAYMENT
927.2
C515585569
49,607.56
48,680.36
M871639601
0
0
0
0
8
TRANSFER
240,636.86
C1831332014
14,633
0
C1289493889
0
1,734,515.95
0
0
8
PAYMENT
2,915.49
C559428507
13,118
10,202.51
M1721041839
0
0
0
0
8
PAYMENT
16,541.23
C1948391662
50,807
34,265.77
M638778460
0
0
0
0
8
CASH_OUT
54,376.87
C1177995246
142
0
C1227659410
0
54,376.87
0
0
8
DEBIT
2,485.12
C149961980
32,032
29,546.88
C1227603646
15,745
332,709.92
0
0
8
CASH_IN
219,305.26
C1827778660
29,546.88
248,852.14
C1028574311
4,066,187.56
5,141,218.55
0
0
8
CASH_IN
297,558.89
C1563443642
248,852.14
546,411.04
C1001367899
367,432.65
129,782.95
0
0
8
CASH_IN
286,902.85
C768205893
546,411.04
833,313.89
C30516998
995,472.25
0
0
0
8
CASH_IN
77,180.41
C609692380
833,313.89
910,494.3
C1079554968
298,717.97
260,382.39
0
0
8
CASH_IN
366,623.23
C1162140834
910,494.3
1,277,117.53
C417236208
413,093.1
0
0
0
8
CASH_IN
25,130.29
C438724641
1,277,117.53
1,302,247.81
C225852166
795,169.4
877,929.84
0
0
8
CASH_IN
158,995.94
C2024758508
1,302,247.81
1,461,243.76
C587433505
335,341.4
202,287.16
0
0
8
CASH_IN
299,704.52
C1706264815
1,461,243.76
1,760,948.28
C717951588
1,095,082.83
989,801.23
0
0
8
CASH_IN
47,413.71
C116521271
1,760,948.28
1,808,361.99
C862258808
131,397.31
0
0
0
8
CASH_IN
332,811.05
C792723112
1,808,361.99
2,141,173.04
C863811613
9,440,641.96
14,247,328.87
0
0
8
CASH_IN
171,982.06
C771071903
2,141,173.04
2,313,155.1
C1847521348
251,428.45
99,302.15
0
0
8
CASH_IN
25,937.04
C1417190974
2,313,155.1
2,339,092.14
C695653925
87,715.88
61,778.84
0
0
8
CASH_IN
34,323.55
C1573514695
2,339,092.14
2,373,415.7
C981765041
330,870
0
0
0
8
CASH_IN
118,362.48
C223576680
2,373,415.7
2,491,778.17
C2036762590
642,110.6
987,490.04
0
0
8
CASH_IN
361,927.42
C215743802
2,491,778.17
2,853,705.6
C1271057169
1,326,773.11
1,211,391.13
0
0
8
CASH_IN
210,540.87
C482483185
2,853,705.6
3,064,246.47
C194746285
822,996.71
1,404,489.37
0
0
8
CASH_IN
799,149.76
C251099771
3,064,246.47
3,863,396.23
C2072030256
2,726,233.54
0
0
0
8
CASH_IN
42,924.87
C531036431
3,863,396.23
3,906,321.11
C1459693562
108,831.54
71,863.87
0
0
8
CASH_IN
5,427.52
C1279780332
3,906,321.11
3,911,748.63
C997588432
54,991.62
0
0
0
8
CASH_IN
49,713.7
C1087795718
3,911,748.63
3,961,462.33
C7313260
91,628.3
41,914.6
0
0
8
CASH_IN
199,747.63
C1967652037
3,961,462.33
4,161,209.96
C63475121
805,207.38
519,853.57
0
0
8
CASH_IN
58,969.78
C1560350179
4,161,209.96
4,220,179.74
C674913323
1,466,504.46
4,984,485.97
0
0
8
CASH_IN
104,038.31
C781908778
4,220,179.74
4,324,218.05
C1219248641
1,503,504.06
1,706,725.26
0
0
8
CASH_IN
154,122.83
C1563425469
4,324,218.05
4,478,340.87
C1085479446
831,146.76
1,423,850.27
0
0
8
CASH_IN
156,761.77
C390370313
4,478,340.87
4,635,102.65
C1674899618
11,814,529.82
12,588,180.96
0
0
8
CASH_IN
244,613.51
C1124068631
4,635,102.65
4,879,716.16
C1899073220
7,006,091.3
7,366,811.1
0
0
8
CASH_IN
239,211.59
C994385353
4,879,716.16
5,118,927.74
C1503560125
607,359.24
188,802.23
0
0
8
CASH_IN
236,471.02
C421392910
5,118,927.74
5,355,398.76
C428796726
1,089,782.79
847,656.86
0
0
8
CASH_IN
391,636.58
C717937144
5,355,398.76
5,747,035.34
C414205222
590,315.25
476,642.33
0
0
8
CASH_IN
315,298.36
C392171235
5,747,035.34
6,062,333.7
C2145942542
396,953.17
226,184.3
0
0
8
CASH_IN
230,175.72
C81322643
6,062,333.7
6,292,509.42
C2009378486
7,932,149.58
10,412,766.11
0
0
8
CASH_IN
172,495.71
C1914961284
6,292,509.42
6,465,005.13
C35263828
821,849.37
0
0
0
8
CASH_IN
187,085.07
C249233185
6,465,005.13
6,652,090.2
C1601211078
342,861.45
0
0
0
8
CASH_IN
172,865.19
C425393935
6,652,090.2
6,824,955.39
C1805683209
6,259,226.34
7,428,081.5
0
0
8
CASH_IN
252,196.55
C1523931853
6,824,955.39
7,077,151.94
C77652925
763,814.53
202,111.66
0
0
8
CASH_IN
137,038.08
C938955726
7,077,151.94
7,214,190.02
C1419794148
5,260,468.08
4,871,037.9
0
0
8
CASH_IN
235,185.75
C1846378982
7,214,190.02
7,449,375.77
C1369695156
3,895,171.93
5,966,884.67
0
0
8
CASH_IN
13,857.56
C551664047
7,449,375.77
7,463,233.33
C1930765902
21,646.94
7,789.39
0
0
8
CASH_IN
36,287.32
C1351785548
7,463,233.33
7,499,520.65
C542895457
48,842.33
31,686.49
0
0
8
CASH_IN
52,144.18
C1568066739
7,499,520.65
7,551,664.83
C97730845
17,901,738.15
23,005,385.41
0
0
8
CASH_IN
153,612.19
C1609987146
7,551,664.83
7,705,277.02
C2011904058
452,664.66
140,668.7
0
0
8
CASH_IN
55,795.08
C1920434906
7,705,277.02
7,761,072.1
C250593727
241,852.28
0
0
0