time_ind
int64
transac_type
string
amount
float64
src_acc
string
src_bal
float64
src_new_bal
float64
dst_acc
string
dst_bal
float64
dst_new_bal
float64
is_fraud
int64
is_flagged_fraud
int64
1
CASH_IN
43,198.52
acc1093368
1,030,671.68
1,073,870.2
acc3999785
812,014.43
965,870.05
0
0
1
CASH_IN
171,683.57
acc5628030
1,073,870.2
1,245,553.78
acc533561
203,775.64
32,092.07
0
0
1
CASH_IN
34,784.78
acc5696865
1,245,553.78
1,280,338.56
acc4188747
812,330.95
1,186,556.81
0
0
1
CASH_IN
521,419.58
acc58993
1,280,338.56
1,801,758.14
acc5573433
1,950,906.37
1,178,808.14
0
0
1
CASH_IN
209,859.04
acc8093533
1,801,758.14
2,011,617.19
acc5280099
769,398.8
265,092.36
0
0
1
CASH_IN
61,650.32
acc7018032
2,011,617.19
2,073,267.5
acc4731635
84,424.56
22,774.25
0
0
1
CASH_IN
235,362.23
acc3886727
2,073,267.5
2,308,629.73
acc2074279
1,128,757.61
157,982.12
0
0
1
CASH_IN
327,686.42
acc2812288
2,308,629.73
2,636,316.14
acc8188463
4,924,784.73
4,619,798.56
0
0
1
CASH_IN
348,463.93
acc7125631
2,636,316.14
2,984,780.07
acc5143533
1,531,575.72
1,114,787.21
0
0
1
CASH_IN
137,209.38
acc5141199
2,984,780.07
3,121,989.46
acc5182684
224,555
58,319.72
0
0
1
CASH_IN
279,846.24
acc8615344
3,121,989.46
3,401,835.7
acc5280099
559,539.76
265,092.36
0
0
1
CASH_IN
159,270.52
acc2191661
3,401,835.7
3,561,106.22
acc6199892
842,482.15
424,250.45
0
0
1
CASH_IN
19,872.97
acc5082537
3,561,106.22
3,580,979.18
acc1656208
168,814.13
185,389.8
0
0
1
CASH_IN
203,283.36
acc4074753
3,580,979.18
3,784,262.55
acc8057931
253,147.73
49,864.36
0
0
1
CASH_IN
37,475.31
acc546612
3,784,262.55
3,821,737.86
acc5411311
5,375,494.66
22,190.99
0
0
1
CASH_IN
151,764.65
acc4256224
3,821,737.86
3,973,502.51
acc6526214
531,821.73
353,532.56
0
0
1
CASH_IN
72,311.62
acc8208929
3,973,502.51
4,045,814.13
acc6652168
132,019.96
52,415.15
0
0
1
CASH_IN
198,443.49
acc1584700
4,045,814.13
4,244,257.62
acc1322933
452,950.35
290,772.6
0
0
1
CASH_IN
532,111.14
acc5462957
4,244,257.62
4,776,368.76
acc2074279
893,395.39
157,982.12
0
0
1
CASH_IN
839,300.36
acc4869712
4,776,368.76
5,615,669.12
acc1217523
2,383,291.2
1,412,484.09
0
0
1
CASH_IN
11,436.9
acc4271196
5,615,669.12
5,627,106.02
acc4921631
26,612
235,238.66
0
0
1
CASH_IN
37,554.62
acc1061182
5,627,106.02
5,664,660.65
acc8225525
2,680,742.79
2,025,098.66
0
0
1
CASH_IN
33,499.16
acc316290
5,664,660.65
5,698,159.8
acc8265284
5,656,429.04
5,515,763.34
0
0
1
CASH_IN
283,308
acc6609381
5,698,159.8
5,981,467.81
acc535694
2,356,797.53
2,107,778.11
0
0
1
CASH_IN
147,844.59
acc1419243
5,981,467.81
6,129,312.4
acc5281776
228,843.79
130,747.56
0
0
1
CASH_IN
65,525.9
acc5934844
6,129,312.4
6,194,838.3
acc3577860
129,627.65
122,027.28
0
0
1
CASH_IN
10,844.67
acc4131922
6,194,838.3
6,205,682.96
acc5487301
16,261.9
5,417.23
0
0
1
CASH_IN
455,440.65
acc6433247
6,205,682.96
6,661,123.62
acc8532918
5,861,124.98
6,453,430.91
0
0
1
CASH_IN
135,327.21
acc6516261
6,661,123.62
6,796,450.83
acc8833375
368,697.57
233,370.36
0
0
1
CASH_IN
211,094.41
acc4115757
6,796,450.83
7,007,545.23
acc1987097
447,894.4
97,263.78
0
0
1
CASH_IN
189,595.83
acc7225931
7,007,545.23
7,197,141.06
acc7086856
254,271.98
4,891,090.56
0
0
1
CASH_IN
66,413.56
acc1896814
7,197,141.06
7,263,554.62
acc5471629
19,341,041.88
19,169,204.93
0
0
1
PAYMENT
4,552.47
acc1930947
134,533
129,980.53
acc1172857
0
0
0
0
1
DEBIT
1,285.04
acc5111813
285,362
284,076.96
acc2154977
20,968.7
17,860.54
0
0
1
PAYMENT
7,627.89
acc5200849
5,558
0
acc2944843
0
0
0
0
1
PAYMENT
846.91
acc6745534
20,272
19,425.09
acc858910
0
0
0
0
1
TRANSFER
206,336.47
acc6371668
89,305.99
0
acc3577860
64,101.75
122,027.28
0
0
1
PAYMENT
689.85
acc8808494
0
0
acc6471103
0
0
0
0
1
DEBIT
9,837.13
acc3651698
1,792
0
acc451374
318,833.62
178,120.16
0
0
1
PAYMENT
9,463.48
acc8694638
0
0
acc7795852
0
0
0
0
1
PAYMENT
6,456.26
acc4090652
200,344.82
193,888.56
acc4855398
0
0
0
0
1
CASH_OUT
96,833.52
acc3520816
193,888.56
97,055.04
acc3577860
270,438.22
122,027.28
0
0
1
PAYMENT
1,146.72
acc4729937
10,248
9,101.28
acc5590383
0
0
0
0
1
PAYMENT
13,812.23
acc6964543
10,370
0
acc7325749
0
0
0
0
1
CASH_OUT
332,573.12
acc4446640
20,426
0
acc5281776
80,999.2
130,747.56
0
0
1
PAYMENT
13,812.46
acc4110278
30,933
17,120.54
acc7512959
0
0
0
0
1
DEBIT
6,159.72
acc7353849
24,815
18,655.28
acc1083460
12,751.13
18,910.85
0
0
1
DEBIT
11,711.1
acc7827005
20,979
9,267.9
acc5529544
39,300.22
46,393.85
0
0
1
PAYMENT
5,881.78
acc6173631
39,847
33,965.22
acc3563054
0
0
0
0
1
PAYMENT
1,461.06
acc3181602
226
0
acc6639074
0
0
0
0
1
DEBIT
4,242.85
acc7280761
1,040
0
acc9000971
6,371.65
96.88
0
0
1
PAYMENT
2,724.24
acc8992524
453,534
450,809.76
acc2472839
0
0
0
0
1
DEBIT
2,344.79
acc7893970
1,102
0
acc4925905
1,559,836
1,015,132.48
0
0
1
PAYMENT
8,525.08
acc246414
0
0
acc3914779
0
0
0
0
1
PAYMENT
15,640.06
acc4159025
0
0
acc1443507
0
0
0
0
1
DEBIT
1,533.55
acc5584866
45,093
43,559.45
acc4430223
29,936.24
31,469.78
0
0
1
DEBIT
3,256.43
acc5881895
10,935
7,678.57
acc758166
26,222.91
29,479.34
0
0
1
PAYMENT
4,591.98
acc5936538
52,018
47,426.02
acc3452203
0
0
0
0
1
PAYMENT
5,567.55
acc6730081
870
0
acc4320414
0
0
0
0
1
PAYMENT
4,213.36
acc1737851
233,618
229,404.64
acc3024231
0
0
0
0
1
PAYMENT
3,970.45
acc3577889
11,349
7,378.55
acc7339499
0
0
0
0
1
DEBIT
4,497.03
acc6563569
45,795
41,297.97
acc4301064
24,762.8
23,174.68
0
0
1
TRANSFER
301,706.01
acc8575553
33,251
0
acc5666834
1,594.8
502,480.02
0
0
1
PAYMENT
3,065.41
acc2075836
27,404
24,338.59
acc6379162
0
0
0
0
1
TRANSFER
229,316.19
acc397492
24,338.59
0
acc483537
1,395,069.49
1,567,434.81
0
0
1
DEBIT
1,898.84
acc7363827
102,280
100,381.16
acc6988744
11,395.41
0
0
0
1
PAYMENT
652.67
acc6798196
280
0
acc7691753
0
0
0
0
1
PAYMENT
1,795.14
acc1810830
35,474
33,678.86
acc5300943
0
0
0
0
1
PAYMENT
5,088.99
acc318041
26,760
21,671.01
acc3041505
0
0
0
0
1
PAYMENT
9,305.93
acc8381511
20,346
11,040.07
acc6466005
0
0
0
0
1
TRANSFER
498,178.68
acc79575
8,708
0
acc8491475
46,204.7
897,150.84
0
0
1
PAYMENT
1,897.66
acc402649
12,038
10,140.34
acc8519086
0
0
0
0
1
PAYMENT
1,033.44
acc669278
10,043
9,009.56
acc2955330
0
0
0
0
1
PAYMENT
1,252.27
acc8418616
31,919
30,666.73
acc559544
0
0
0
0
1
PAYMENT
4,911.89
acc8757257
6,119
1,207.11
acc1653687
0
0
0
0
1
DEBIT
9,755.38
acc2348293
102,287
92,531.62
acc4235037
1,174,448.2
971,418.91
0
0
1
TRANSFER
300,932.58
acc6940791
492
0
acc2203171
0
1,268,668.92
0
0
1
TRANSFER
47,940.14
acc4272878
0
0
acc5573433
1,429,486.78
1,178,808.14
0
0
1
TRANSFER
118,365.47
acc954233
0
0
acc5684798
1,771,122.03
2,444,985.19
0
0
1
TRANSFER
16,626.81
acc3460201
0
0
acc535694
2,073,489.52
2,107,778.11
0
0
1
TRANSFER
96,757.4
acc5226435
0
0
acc5848742
3,117,323.21
3,554,299.27
0
0
1
TRANSFER
297,448.33
acc3431555
0
0
acc3416753
8,563,397.83
10,681,238.79
0
0
1
TRANSFER
287,509.05
acc7013054
0
0
acc2203171
300,932.58
1,268,668.92
0
0
1
TRANSFER
1,212,719.61
acc9016786
0
0
acc4696122
9,615,567.18
12,494,367.15
0
0
1
TRANSFER
210,650.2
acc1339354
0
0
acc2586742
217,142.53
1,363,368.51
0
0
1
TRANSFER
1,636,507.63
acc3211216
0
0
acc4696122
10,828,286.78
12,494,367.15
0
0
1
TRANSFER
651,387.84
acc8125720
0
0
acc8532918
5,405,684.33
6,453,430.91
0
0
1
TRANSFER
548,288.31
acc3125717
0
0
acc1421560
13,888,764.65
16,874,643.09
0
0
1
TRANSFER
2,107,293.71
acc7196030
0
0
acc3416753
8,860,846.16
10,681,238.79
0
0
1
TRANSFER
1,918,461.7
acc7410760
0
0
acc7152369
2,490,204.7
3,997,768.55
0
0
1
TRANSFER
291,753.7
acc8737569
0
0
acc3416753
10,968,139.88
10,681,238.79
0
0
1
TRANSFER
556,542.19
acc2614047
0
0
acc5143533
1,183,111.79
1,114,787.21
0
0
1
DEBIT
588.33
acc1229958
15,573
14,984.67
acc2467927
599,617.53
557,537.26
0
0
1
PAYMENT
3,559.49
acc188733
69,159.81
65,600.32
acc1804832
0
0
0
0
1
PAYMENT
2,488.09
acc1961987
65,600.32
63,112.23
acc3219132
0
0
0
0
1
PAYMENT
353.9
acc5004761
3
0
acc6936702
0
0
0
0
1
PAYMENT
8,440.86
acc4154153
14,189.75
5,748.89
acc5323631
0
0
0
0
1
PAYMENT
9,160.94
acc8905839
5,748.89
0
acc691674
0
0
0
0
1
PAYMENT
11,063.08
acc3651791
342,818
331,754.92
acc1500155
0
0
0
0
1
PAYMENT
18,392.23
acc1164129
297,085
278,692.77
acc1588272
0
0
0
0