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_OUT
257,290.05
C748819866
102,541
0
C769298867
13,626.01
199,825.38
0
0
8
PAYMENT
12,077.55
C220153130
19,801
7,723.45
M805392873
0
0
0
0
8
DEBIT
1,164.95
C890336327
3,156.07
1,991.12
C1182461167
302,136.92
2,329,693.31
0
0
8
CASH_IN
206,097.39
C161724858
1,991.12
208,088.52
C553264065
211,351.84
5,254.44
0
0
8
CASH_IN
51,051.76
C2128776113
208,088.52
259,140.28
C364592569
125,452.3
0
0
0
8
CASH_IN
241,325.56
C1154876317
259,140.28
500,465.84
C298492445
3,423,695.79
4,183,083.93
0
0
8
CASH_IN
55,923.72
C2061235212
500,465.84
556,389.56
C430297016
58,879.77
0
0
0
8
CASH_IN
90,137.3
C1847716996
556,389.56
646,526.86
C1174545131
176,133.45
85,996.15
0
0
8
CASH_IN
89,682.49
C74735090
646,526.86
736,209.35
C147647618
899,516.87
980,396.86
0
0
8
CASH_IN
300,124.66
C1883925514
736,209.35
1,036,334.01
C248609774
12,500,066.25
13,033,871.02
0
0
8
CASH_IN
298,571.17
C1427410331
1,036,334.01
1,334,905.18
C1728766751
4,409,599.2
6,385,532.2
0
0
8
CASH_IN
96,224.87
C875564657
1,334,905.18
1,431,130.05
C483370168
304,411.52
0
0
0
8
CASH_IN
140,339.96
C311254728
1,431,130.05
1,571,470.01
C2067466390
309,159.99
1,178,249.03
0
0
8
CASH_IN
185,418.45
C830753455
1,571,470.01
1,756,888.46
C11003494
15,315,837.24
15,487,289.9
0
0
8
CASH_IN
117,556.17
C1074618705
1,756,888.46
1,874,444.63
C2036762590
759,666.77
987,490.04
0
0
8
CASH_IN
37,245.1
C1962589351
1,874,444.63
1,911,689.74
C1523536343
91,428.27
748,485.22
0
0
8
CASH_IN
201,578.29
C217700334
1,911,689.74
2,113,268.03
C313124964
8,057,231.73
7,930,883.53
0
0
8
CASH_IN
170,690
C523974124
2,113,268.03
2,283,958.03
C1145835418
1,483,263.24
1,236,584.82
0
0
8
CASH_IN
7,173.53
C882366643
2,283,958.03
2,291,131.57
C1321128627
263,368.42
150,631.9
0
0
8
CASH_IN
279,224.61
C355030274
2,291,131.57
2,570,356.18
C1880332929
14,961,739.92
14,299,084.37
0
0
8
CASH_IN
9,879.74
C1471002350
2,570,356.18
2,580,235.92
C2122967975
14,273.2
4,393.46
0
0
8
CASH_IN
17,312.51
C301952418
2,580,235.92
2,597,548.43
C1672788422
630,196.1
114,194.51
0
0
8
CASH_IN
30,630.96
C463961454
2,597,548.43
2,628,179.39
C1345969688
242,476.79
6,503.73
0
0
8
CASH_IN
216,925.08
C1148828253
2,628,179.39
2,845,104.46
C71555810
489,241.22
318,323.43
0
0
8
CASH_IN
35,049.1
C2128178938
2,845,104.46
2,880,153.57
C1761865559
135,755.75
0
0
0
8
CASH_IN
141,500.22
C346136318
2,880,153.57
3,021,653.78
C557041912
288,920.42
274,680.12
0
0
8
CASH_IN
101,703.14
C885906697
3,021,653.78
3,123,356.92
C1723463463
167,513.17
113,248.95
0
0
8
CASH_IN
408,610.18
C1039082143
3,123,356.92
3,531,967.1
C1583798365
677,606.45
115,712.16
0
0
8
CASH_IN
134,197.65
C141829478
3,531,967.1
3,666,164.75
C1065997164
2,555,944.35
2,826,797.81
0
0
8
CASH_IN
16,622.53
C272239864
3,666,164.75
3,682,787.28
C1788050799
155,280
0
0
0
8
CASH_IN
11,679.52
C1246080611
3,682,787.28
3,694,466.8
C1260434481
53,090.79
0
0
0
8
CASH_IN
135,355.81
C242914926
3,694,466.8
3,829,822.61
C1001409363
171,358.92
12,002.74
0
0
8
CASH_IN
44,456.72
C655154642
3,829,822.61
3,874,279.33
C801156385
67,361.13
568.62
0
0
8
CASH_IN
399,005.14
C1729185799
3,874,279.33
4,273,284.47
C1553217607
419,571.38
812,216.2
0
0
8
CASH_IN
187,141.25
C12633136
4,273,284.47
4,460,425.72
C2113748097
828,822.85
1,409,734.26
0
0
8
CASH_IN
66,313.36
C1523841952
4,460,425.72
4,526,739.08
C465257140
1,055,051.36
1,761,413.49
0
0
8
CASH_IN
249,440.59
C460349285
4,526,739.08
4,776,179.67
C1200612373
1,398,256.09
1,986,773.49
0
0
8
CASH_IN
194,936.51
C1993112956
4,776,179.67
4,971,116.18
C30516998
1,646,071.06
0
0
0
8
CASH_IN
52,404.13
C1890305745
4,971,116.18
5,023,520.31
C806667375
93,483.49
64,458.63
0
0
8
CASH_IN
238,981.66
C895499679
5,023,520.31
5,262,501.96
C316919580
910,018.87
72,978.01
0
0
8
CASH_IN
121,580.83
C745723681
5,262,501.96
5,384,082.79
C288106800
189,062.05
147,892.68
0
0
8
CASH_IN
24,611.54
C968910926
5,384,082.79
5,408,694.33
C1970362900
187,686
1,296.45
0
0
8
CASH_IN
122,699.74
C393456873
5,408,694.33
5,531,394.07
C1540270363
724,590.53
473,335.32
0
0
8
CASH_IN
137,004.37
C592181085
5,531,394.07
5,668,398.44
C1519254830
148,238.05
1,377,703.81
0
0
8
CASH_IN
198,047.04
C423290826
5,668,398.44
5,866,445.48
C1688300048
219,981.79
21,934.75
0
0
8
CASH_IN
36,963.84
C587361979
5,866,445.48
5,903,409.32
C728526866
8,642,848.6
10,520,267.05
0
0
8
CASH_IN
330,847.92
C689740502
5,903,409.32
6,234,257.24
C1121453612
856,715.25
1,975,007.49
0
0
8
CASH_IN
123,586.4
C1435595191
6,234,257.24
6,357,843.64
C1295301356
7,660,665.4
10,308,723.52
0
0
8
CASH_IN
56,735.7
C467388536
6,357,843.64
6,414,579.34
C1315912968
267,021.06
89,758.06
0
0
8
CASH_IN
82,037.17
C731646478
6,414,579.34
6,496,616.51
C1674899618
11,896,566.99
12,588,180.96
0
0
8
CASH_IN
178,924.51
C1721495425
6,496,616.51
6,675,541.03
C1696218625
763,359.64
398,732.86
0
0
8
CASH_IN
283,826.9
C945366572
6,675,541.03
6,959,367.93
C1749476584
1,786,937.02
2,294,866.91
0
0
8
CASH_IN
211,583.1
C2097459543
6,959,367.93
7,170,951.02
C1889395764
14,827,670.97
15,766,279.1
0
0
8
CASH_IN
208,410.56
C906172547
7,170,951.02
7,379,361.59
C1459693562
317,242.11
71,863.87
0
0
8
CASH_IN
141,994.22
C266149413
7,379,361.59
7,521,355.81
C216890954
242,707.38
0
0
0
8
CASH_IN
13,329.57
C2118398388
7,521,355.81
7,534,685.39
C2012808675
32,246.27
198,577.91
0
0
8
PAYMENT
3,955.97
C638757154
147,478
143,522.03
M150694499
0
0
0
0
8
CASH_OUT
208,832.94
C1865445743
36,487
0
C1283626649
75,247
174,917.71
0
0
8
CASH_OUT
186,048.44
C807810220
1,254
0
C1937294500
162,038
893,126.62
0
0
8
PAYMENT
30,308.22
C63885363
0
0
M1354046043
0
0
0
0
8
TRANSFER
1,327,566.28
C1013097003
10,438
0
C1357984916
60,059.81
1,185,616.33
0
0
8
CASH_IN
334,805.68
C1038119519
0
334,805.68
C8733802
580,405.9
303,705.52
0
0
8
CASH_IN
143,766.39
C1213887128
334,805.68
478,572.07
C1147977782
205,032.77
61,266.39
0
0
8
CASH_IN
93,556.42
C818269706
478,572.07
572,128.49
C1509170127
126,709.67
370,926.97
0
0
8
CASH_IN
265,966.53
C429867459
572,128.49
838,095.02
C1058634310
1,820,131.78
3,071,176.4
0
0
8
CASH_IN
75,988.42
C668187173
838,095.02
914,083.45
C1145835418
1,312,573.24
1,236,584.82
0
0
8
CASH_IN
92,539.91
C1007076085
914,083.45
1,006,623.36
C712956349
935,508.48
1,586,820.55
0
0
8
CASH_IN
349,883.85
C581824225
1,006,623.36
1,356,507.21
C1315729466
1,258,036.35
803,908.4
0
0
8
CASH_IN
69,871.8
C1105142318
1,356,507.21
1,426,379.01
C634210724
98,172.83
250,004.89
0
0
8
CASH_IN
323,296.6
C2070391458
1,426,379.01
1,749,675.61
C758888772
394,222.45
956,858.04
0
0
8
CASH_IN
309,981.9
C1904008785
1,749,675.61
2,059,657.51
C62593131
517,995.03
208,013.13
0
0
8
CASH_IN
98,620.55
C1022094457
2,059,657.51
2,158,278.05
C483370168
208,186.65
0
0
0
8
CASH_IN
9,747.59
C69040024
2,158,278.05
2,168,025.64
C1882615733
60,330
23,871.92
0
0
8
CASH_IN
229,196.48
C1114242819
2,168,025.64
2,397,222.12
C1231540556
381,666.86
83,585.1
0
0
8
CASH_IN
159,755.61
C1433415497
2,397,222.12
2,556,977.73
C1103621993
341,288.1
129,998.25
0
0
8
CASH_IN
39,629.19
C916167098
2,556,977.73
2,596,606.93
C1651432416
1,742,974.88
3,810,758.95
0
0
8
CASH_IN
141,811.33
C1507170630
2,596,606.93
2,738,418.25
C746359178
742,685.98
1,793,011.1
0
0
8
CASH_IN
632,085.47
C1414128792
2,738,418.25
3,370,503.73
C264685626
1,736,548.55
0
0
0
8
CASH_IN
150,605.27
C1540927
3,370,503.73
3,521,109
C75629578
1,075,492.86
707,849.71
0
0
8
CASH_IN
53,634.28
C1781243086
3,521,109
3,574,743.28
C464246030
352,529.81
0
0
0
8
CASH_IN
37,879.18
C532752228
3,574,743.28
3,612,622.46
C2040603986
1,111,037.65
1,930,179.38
0
0
8
CASH_IN
145,501.48
C79133984
3,612,622.46
3,758,123.94
C2013342140
401,496.05
363,158.84
0
0
8
CASH_IN
166,262.48
C939858162
3,758,123.94
3,924,386.42
C59215997
328,305.92
1,359,980.45
0
0
8
CASH_IN
244,008.54
C251543248
3,924,386.42
4,168,394.96
C1506782127
251,167.93
106,777.17
0
0
8
CASH_IN
11,621.57
C412271212
4,168,394.96
4,180,016.53
C341552838
266,877.06
1,916,366.83
0
0
8
CASH_IN
171,495.41
C670298659
4,180,016.53
4,351,511.95
C24404443
397,218.45
2,045,840.62
0
0
8
CASH_IN
236,321.23
C924953767
4,351,511.95
4,587,833.17
C1757877803
1,892,038.01
2,325,850.99
0
0
8
CASH_IN
316,977.48
C1221987373
4,587,833.17
4,904,810.65
C404279307
652,489.93
157,758.06
0
0
8
CASH_IN
504.6
C1180247801
4,904,810.65
4,905,315.25
C1453382929
172,674.24
126,859.14
0
0
8
CASH_IN
149,138.36
C2114168571
4,905,315.25
5,054,453.61
C1671386208
3,172,227.31
6,214,174.81
0
0
8
CASH_IN
115,654.6
C1157462280
5,054,453.61
5,170,108.21
C1751073738
1,679,762.3
8,875,838.69
0
0
8
CASH_IN
247,302.3
C1018344158
5,170,108.21
5,417,410.5
C420561530
997,160.88
366,505.7
0
0
8
CASH_IN
177,842.58
C861091167
5,417,410.5
5,595,253.09
C830831744
2,200,034.24
2,838,892.83
0
0
8
CASH_IN
391,051.47
C1342466480
5,595,253.09
5,986,304.55
C1030706332
4,018,826.37
3,036,551.46
0
0
8
CASH_IN
69,998.42
C2132705153
5,986,304.55
6,056,302.98
C520876240
90,518.93
0
0
0
8
TRANSFER
500,301.57
C1452476158
368
0
C1493448513
0
1,075,149.48
0
0
8
CASH_IN
150,461.06
C2084583614
6,033
156,494.06
C1347342392
290,609.63
111,366.93
0
0
8
PAYMENT
16,434.28
C268081007
19,907
3,472.72
M51647334
0
0
0
0
8
PAYMENT
20,751.54
C1300123916
3,472.72
0
M814093781
0
0
0
0
8
PAYMENT
9,257.34
C1805434181
0
0
M1211112563
0
0
0
0