step
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1
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type
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amount
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0
92.4M
nameOrig
stringlengths
5
11
oldbalanceOrg
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59.6M
newbalanceOrig
float64
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49.6M
nameDest
stringlengths
2
11
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float64
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356M
newbalanceDest
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356M
isFraud
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1
714
CASH_OUT
105,202.23
C2089447953
13,478
0
C344944733
0
105,202.23
0
0
714
PAYMENT
7,223.46
C11551934
9,058
1,834.54
M584669495
0
0
0
0
714
CASH_IN
77,632.87
C1366973437
632,364
709,996.87
C1690403511
0
0
0
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714
CASH_OUT
128,607.98
C2127536441
52,575
0
C1047075376
0
128,607.98
0
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714
CASH_OUT
193,657.61
C2086178794
186,867
0
C773884384
27,312.34
220,969.95
0
0
714
PAYMENT
5,257.58
C346059191
18,794
13,536.42
M386299245
0
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0
0
714
CASH_OUT
49,957.15
C348375261
9,462
0
C766648203
587,208.45
637,165.6
0
0
714
CASH_OUT
395,568.01
C744235632
16,315
0
C677465248
0
395,568.01
0
0
714
PAYMENT
295.14
C1004979077
1,381
1,085.86
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714
CASH_OUT
314,838.82
C367051401
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0
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0
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714
CASH_OUT
178,354.62
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178,354.62
0
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714
PAYMENT
13,941.62
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322
0
M834329218
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714
PAYMENT
253.73
C584954550
30,358
30,104.27
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714
CASH_OUT
233,314.76
C390862310
53,057
0
C315603853
112,849.93
346,164.69
0
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714
PAYMENT
23,829.5
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38,737
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714
CASH_IN
63,331.79
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714
PAYMENT
5,235.4
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25,429
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714
CASH_OUT
99,283.74
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31,312
0
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0
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714
PAYMENT
1,875.82
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49,505
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714
CASH_OUT
21,935.84
C133105499
38,555
16,619.16
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667,918.96
0
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714
CASH_OUT
49,951.59
C1280468529
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0
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0
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714
CASH_OUT
43,808.01
C2009487503
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0
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714
CASH_OUT
288,938.74
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714
CASH_IN
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0
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714
CASH_OUT
19,223.57
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0
C810922838
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171,599.4
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714
CASH_OUT
262,715.1
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0
C688052287
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3,216,001.08
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0
714
CASH_IN
21,550.29
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642
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272,903.56
251,353.27
0
0
714
CASH_IN
34,631.13
C1353703730
105,760
140,391.13
C682051646
0
0
0
0
714
CASH_OUT
63,886.4
C2010394821
404
0
C913843316
10,435,717.88
10,499,604.28
0
0
714
DEBIT
5,711.73
C742125659
50,607
44,895.27
C1632695981
16,834,815.41
16,840,527.13
0
0
714
PAYMENT
1,680.3
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5,043
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714
CASH_OUT
293,334.82
C1523535536
57,439
0
C239132036
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0
0
714
CASH_IN
117,029.76
C696632474
45,287
162,316.76
C1367846975
384,644.55
267,614.79
0
0
714
CASH_OUT
196,687.75
C474221531
54,382
0
C2119187624
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308,656.7
0
0
714
PAYMENT
17,899.39
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77,872
59,972.61
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714
CASH_OUT
524,296.49
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224,586
0
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524,296.49
0
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714
CASH_OUT
116,278.07
C1399736464
1,323
0
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362,021.69
478,299.75
0
0
714
CASH_OUT
102,370.17
C968631206
57,481
0
C1890665348
226,815.73
329,185.9
0
0
714
CASH_OUT
332,743.33
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52,290
0
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0
332,743.33
0
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714
PAYMENT
1,786.81
C200073919
10,931
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0
0
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714
CASH_IN
197,070.04
C1922999907
146
197,216.04
C2132391654
445,063.4
247,993.35
0
0
714
CASH_IN
106,631.17
C889089798
4,429
111,060.17
C1268296456
0
0
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714
TRANSFER
634,472.29
C1491835452
10,343
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3,094,442.23
3,728,914.52
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714
PAYMENT
695.26
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618
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M1295557093
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714
TRANSFER
587,438.32
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292
0
C647047743
1,926,845.93
2,514,284.24
0
0
714
CASH_OUT
141,593.44
C247934978
44,593
0
C1790657995
174,498.01
316,091.45
0
0
714
CASH_OUT
144,754.01
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433
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105,170.43
249,924.44
0
0
714
CASH_OUT
55,082.28
C1508784029
9,984
0
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55,082.28
0
0
714
PAYMENT
1,535.97
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40,414
38,878.03
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714
CASH_IN
149,924.59
C1924927950
9,912
159,836.59
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77,764.24
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714
CASH_OUT
347,384.51
C1522963163
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0
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421,624.73
769,009.25
0
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714
CASH_IN
183,037.95
C835912677
48,044
231,081.95
C1435027658
1,927,353.77
1,744,315.82
0
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714
TRANSFER
202,801.61
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27,756
0
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202,801.61
0
0
714
CASH_OUT
19,973.76
C2088971479
22,254
2,280.24
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117,149.91
137,123.66
0
0
714
PAYMENT
4,593.48
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81,244
76,650.52
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714
CASH_OUT
319,420.45
C1318842122
216,251
0
C1590051997
444,616.63
764,037.08
0
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714
CASH_OUT
184,090.2
C731613082
93,538
0
C1810341518
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1,193,062.79
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714
CASH_OUT
147,900.11
C1343482022
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147,900.11
0
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714
PAYMENT
151.55
C768932943
712
560.45
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714
CASH_OUT
94,838.84
C1266045449
58,001
0
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0
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714
CASH_IN
204,706.72
C82822425
107,707
312,413.72
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714
CASH_OUT
148,993.49
C240351055
3,306
0
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714
CASH_IN
192,800.9
C123129696
11,410
204,210.9
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3,300,414.57
3,107,613.67
0
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714
PAYMENT
14,341.73
C2127111065
80,058
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714
PAYMENT
4,371.58
C294125722
17,023
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714
PAYMENT
2,183.94
C402053732
41,038
38,854.06
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714
CASH_OUT
74,330.53
C1699615312
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263,383.4
337,713.93
0
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714
CASH_OUT
164,967.96
C1650313773
33,195
0
C1581282932
0
164,967.96
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714
CASH_OUT
399,925
C1138297336
35,053
0
C105272411
2,669,213.61
3,069,138.61
0
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714
PAYMENT
3,935.1
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99,120
95,184.9
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714
CASH_IN
143,561.79
C1953049719
5,535
149,096.79
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714
CASH_OUT
36,954.31
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10,343
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714
CASH_OUT
388,650.05
C340521200
888
0
C1533326568
12,515.3
401,165.35
0
0
714
TRANSFER
429,425.78
C544854441
551,346
121,920.22
C674900903
0
429,425.78
0
0
714
CASH_IN
180,019.55
C491670341
21,475
201,494.55
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714
TRANSFER
132,944.02
C1099495170
6,330
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C136387041
619,370.48
752,314.5
0
0
714
CASH_OUT
348,332.8
C168772531
11,791
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C1032242514
290,559.99
638,892.79
0
0
714
PAYMENT
1,334.6
C1679110082
90,203
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714
PAYMENT
6,663.64
C223904494
238,575
231,911.36
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714
PAYMENT
14,203.06
C807145847
31,186
16,982.94
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714
PAYMENT
6,594.41
C11438671
80,704
74,109.59
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714
CASH_IN
191,889.8
C2142070902
23,719
215,608.8
C1568341732
291,121.49
99,231.7
0
0
714
PAYMENT
5,032.81
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51,817
46,784.19
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714
CASH_IN
265,997.76
C2130426361
1,091
267,088.76
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39,137,655.76
38,871,658
0
0
714
CASH_OUT
228,961.14
C1778483336
487
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191,675.79
420,636.93
0
0
714
CASH_IN
59,733.06
C1827573321
19,867
79,600.06
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714
CASH_IN
408,524.3
C1589578247
1,087
409,611.3
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714
PAYMENT
1,773.9
C2099790936
41,804
40,030.1
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714
CASH_OUT
152,220.49
C55564115
174,548
22,327.51
C1357852087
3,297,114.09
3,449,334.57
0
0
714
CASH_IN
37,000.53
C621152783
41,213
78,213.53
C1941483640
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714
CASH_IN
36,572.22
C447975539
3,575
40,147.22
C1462970769
0
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714
CASH_OUT
367,011.41
C1573526438
726
0
C117623173
321,189.68
688,201.09
0
0
714
PAYMENT
9,165.79
C541243907
20,496
11,330.21
M897682038
0
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714
CASH_OUT
137,843.89
C859288765
20,987
0
C1754768625
428,143.9
565,987.79
0
0
714
PAYMENT
22,633.27
C1051565654
51,649
29,015.73
M193636642
0
0
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714
CASH_OUT
169,177.17
C845238303
14,790
0
C1625832756
456,528.82
625,705.99
0
0
714
CASH_IN
223,495.3
C1023248562
6,009
229,504.3
C1783923110
3,590,984.46
3,367,489.17
0
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714
PAYMENT
10,505.99
C1861283413
103,629
93,123.01
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0
0
0
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714
PAYMENT
6,134.89
C146065082
57,579
51,444.11
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0
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714
PAYMENT
2,629.55
C834119710
427,916
425,286.45
M1833833009
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