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
TRANSFER
1,440,296.14
acc9018872
0
0
acc5471629
17,664,818.4
19,169,204.93
0
0
1
TRANSFER
799,483.57
acc6987721
0
0
acc5848742
1,122,398.75
3,554,299.27
0
0
1
TRANSFER
969,631.31
acc3791875
0
0
acc8532918
2,134,967.54
6,453,430.91
0
0
1
TRANSFER
483,544.3
acc4084022
0
0
acc535694
876,379.19
2,107,778.11
0
0
1
TRANSFER
326,349.91
acc1694688
0
0
acc8658101
778,150.49
1,254,956.07
0
0
1
DEBIT
7,546.88
acc7274910
51,368
43,821.12
acc3536766
11,353
252,055.24
0
0
1
PAYMENT
2,469.75
acc8747332
43,821.12
41,351.37
acc2643038
0
0
0
0
1
DEBIT
1,741.24
acc3026954
80,942
79,200.76
acc2074279
366,188.92
157,982.12
0
0
1
PAYMENT
553.25
acc2539499
7,522
6,968.75
acc8274203
0
0
0
0
1
PAYMENT
6,606.31
acc1720840
6,968.75
362.44
acc6655860
0
0
0
0
1
PAYMENT
2,075.94
acc9012502
110,403
108,327.06
acc8972762
0
0
0
0
1
TRANSFER
84,212.94
acc2444300
53,199
0
acc2182042
0
84,212.94
0
0
1
CASH_OUT
312,108.51
acc1538524
0
0
acc4696122
8,043,910.53
12,494,367.15
0
0
1
PAYMENT
1,647.93
acc5832165
70,889
69,241.07
acc89091
0
0
0
0
1
PAYMENT
3,533.32
acc54731
38,211
34,677.68
acc170598
0
0
0
0
1
PAYMENT
7,659.86
acc7154075
544
0
acc1486613
0
0
0
0
1
PAYMENT
7,203.07
acc3218563
290,775.55
283,572.48
acc6460880
0
0
0
0
1
CASH_OUT
116,206.75
acc5048032
283,572.48
167,365.73
acc24958
216,670.1
500,631.71
0
0
1
CASH_OUT
30,331.38
acc3513172
167,365.73
137,034.36
acc4925905
105,733.69
1,015,132.48
0
0
1
PAYMENT
2,063.77
acc3625278
16,064
14,000.23
acc8567216
0
0
0
0
1
PAYMENT
3,035.35
acc2098402
26,657
23,621.65
acc3599039
0
0
0
0
1
CASH_OUT
123,797.1
acc8492627
23,621.65
0
acc2467927
153,674.01
557,537.26
0
0
1
DEBIT
8,233.25
acc5668687
7,024
0
acc6630225
14,673
12,901.08
0
0
1
PAYMENT
2,271.34
acc1433685
31,346
29,074.66
acc704840
0
0
0
0
1
PAYMENT
3,801.74
acc5305784
73,616.2
69,814.46
acc7597971
0
0
0
0
1
PAYMENT
1,530.83
acc7407443
69,814.46
68,283.63
acc5631485
0
0
0
0
1
PAYMENT
4,833.96
acc6951918
41,005
36,171.04
acc5486461
0
0
0
0
1
PAYMENT
5,842.61
acc3718531
40
0
acc4528351
0
0
0
0
1
PAYMENT
2,871.89
acc432681
653
0
acc907120
0
0
0
0
1
DEBIT
5,297.36
acc7346894
82,134
76,836.64
acc7831855
31,443.78
189,534.74
0
0
1
TRANSFER
621,561.65
acc9069453
123,122
0
acc7152369
0
3,997,768.55
0
0
1
PAYMENT
829.07
acc8963338
11,199
10,369.93
acc7158108
0
0
0
0
1
PAYMENT
3,418.07
acc1664312
260
0
acc5886371
0
0
0
0
1
CASH_OUT
41,924.75
acc6960213
0
0
acc533561
132,870.39
32,092.07
0
0
1
CASH_OUT
173,597.57
acc8794885
0
0
acc8532918
3,104,598.86
6,453,430.91
0
0
1
CASH_OUT
77,642.84
acc4261113
0
0
acc7334138
416,103.33
9,291,619.62
0
0
1
CASH_OUT
144,964.23
acc6639432
0
0
acc5114175
785,172.07
2,719,172.89
0
0
1
CASH_OUT
94,038.9
acc6529584
0
0
acc4925905
136,065.07
1,015,132.48
0
0
1
CASH_OUT
26,051.33
acc4129273
0
0
acc3206994
28,479.11
1,891.79
0
0
1
CASH_OUT
134,143.27
acc4398966
0
0
acc2106348
1,754,894.42
3,940,085.21
0
0
1
CASH_OUT
497,424.19
acc5022416
0
0
acc5114175
930,136.3
2,719,172.89
0
0
1
CASH_OUT
607,616.73
acc3144360
0
0
acc535694
1,359,923.49
2,107,778.11
0
0
1
CASH_OUT
681,093.57
acc5667260
0
0
acc1217523
844,302.4
1,412,484.09
0
0
1
CASH_OUT
114,057.61
acc5655106
0
0
acc5114175
1,427,560.49
2,719,172.89
0
0
1
CASH_OUT
205,279.62
acc2496311
0
0
acc5114175
1,541,618.1
2,719,172.89
0
0
1
CASH_OUT
173,512.93
acc5705805
0
0
acc3416753
8,354,718.14
10,681,238.79
0
0
1
CASH_OUT
166,817.98
acc5883938
0
0
acc2606724
721,630
0
0
0
1
CASH_OUT
113,283.13
acc6299763
0
0
acc138661
123,001.91
215,851.28
0
0
1
CASH_OUT
179,030.05
acc1938852
0
0
acc7763346
1,357,232.47
2,107,965.39
0
0
1
CASH_OUT
94,332
acc7055312
0
0
acc7152369
621,561.65
3,997,768.55
0
0
1
CASH_OUT
141,111.15
acc9029439
0
0
acc4188747
622,023.34
1,186,556.81
0
0
1
CASH_OUT
45,756.23
acc693361
0
0
acc8191498
1,393,202.52
3,420,103.09
0
0
1
CASH_OUT
6,039.61
acc1868123
0
0
acc5506995
31,164
37,203.61
0
0
1
CASH_OUT
46,261.02
acc946874
0
0
acc6652168
85,758.95
52,415.15
0
0
1
CASH_OUT
312,471.16
acc7023170
0
0
acc8188463
1,803,420.75
4,619,798.56
0
0
1
CASH_OUT
195,490.04
acc7538764
0
0
acc8658101
1,104,500.4
1,254,956.07
0
0
1
CASH_OUT
107,308.84
acc7711643
0
0
acc2431422
124,605.82
66,575.5
0
0
1
CASH_OUT
48,252.82
acc4920206
0
0
acc2106348
1,889,037.69
3,940,085.21
0
0
1
CASH_OUT
25,674.03
acc637924
0
0
acc5836540
30,563
6,830.83
0
0
1
CASH_OUT
63,830.49
acc5781956
0
0
acc610042
412,307.54
55,974.56
0
0
1
CASH_OUT
96,178.8
acc4742628
0
0
acc3703516
111,973.96
277,515.05
0
0
1
CASH_OUT
155,122.86
acc3684542
0
0
acc2074279
367,930.17
157,982.12
0
0
1
CASH_OUT
171,757.76
acc6421207
0
0
acc676814
205,811.8
0
0
0
1
CASH_OUT
8,809.04
acc2199546
0
0
acc2586742
137,034.36
1,363,368.51
0
0
1
CASH_OUT
27,320.2
acc835510
0
0
acc8870563
79,191.11
0
0
0
1
CASH_OUT
517,915.91
acc1638731
0
0
acc5411311
4,404,060.84
22,190.99
0
0
1
CASH_OUT
34,629.16
acc671517
0
0
acc6052180
38,735.74
0
0
0
1
CASH_OUT
94,296.25
acc1911798
0
0
acc5573433
336,692.95
1,178,808.14
0
0
1
CASH_OUT
285,360.06
acc1492489
0
0
acc7152369
715,893.66
3,997,768.55
0
0
1
CASH_OUT
161,445.91
acc7742090
0
0
acc2467927
277,471.11
557,537.26
0
0
1
CASH_OUT
386,683.04
acc7004392
0
0
acc7610359
1,352,623.44
1,517,262.16
0
0
1
CASH_OUT
169,854.57
acc1339065
0
0
acc3416753
8,528,231.07
10,681,238.79
0
0
1
CASH_OUT
126,167.7
acc2163919
0
0
acc8532918
3,278,196.43
6,453,430.91
0
0
1
CASH_OUT
152,757.58
acc4705563
0
0
acc4696122
8,356,019.04
12,494,367.15
0
0
1
CASH_OUT
49,661.18
acc2084788
0
0
acc2106348
1,937,290.51
3,940,085.21
0
0
1
CASH_OUT
73,513.5
acc5772200
0
0
acc6199892
236,639
424,250.45
0
0
1
CASH_OUT
166,335.32
acc4654927
0
0
acc7610359
1,739,306.48
1,517,262.16
0
0
1
CASH_OUT
234,268.82
acc4229553
0
0
acc6199892
310,152.51
424,250.45
0
0
1
CASH_OUT
306,280.12
acc6819335
0
0
acc7763346
1,536,262.52
2,107,965.39
0
0
1
CASH_OUT
194,620.68
acc6858826
0
0
acc379340
610,710.98
3,461,666.05
0
0
1
CASH_OUT
128,278.74
acc8415815
0
0
acc4696122
8,508,776.62
12,494,367.15
0
0
1
CASH_OUT
256,773.54
acc4991335
0
0
acc2606724
888,447.97
0
0
0
1
CASH_OUT
105,759.12
acc480403
0
0
acc24958
332,876.84
500,631.71
0
0
1
CASH_OUT
59,390.46
acc737107
0
0
acc3999785
73,791.34
965,870.05
0
0
1
CASH_OUT
131,991.26
acc5265667
0
0
acc2606724
1,145,221.51
0
0
0
1
CASH_OUT
65,025.3
acc448985
0
0
acc3999785
133,181.81
965,870.05
0
0
1
CASH_OUT
82,054.36
acc4646270
0
0
acc533561
174,795.14
32,092.07
0
0
1
CASH_OUT
69,708.79
acc4079584
0
0
acc6526214
71,982.88
353,532.56
0
0
1
CASH_OUT
9,104.26
acc6287661
0
0
acc5094464
10,623
19,727.26
0
0
1
CASH_OUT
92,553.64
acc1012652
0
0
acc7232465
297,655.51
23,508.22
0
0
1
CASH_OUT
66,312.08
acc6515137
0
0
acc6199892
544,421.33
424,250.45
0
0
1
CASH_OUT
142,282.63
acc4477533
0
0
acc379340
805,331.66
3,461,666.05
0
0
1
CASH_OUT
114,499.14
acc295643
0
0
acc5630136
129,297.57
420,946.86
0
0
1
CASH_OUT
76,635.24
acc3021967
0
0
acc8675213
102,696.35
92,307.65
0
0
1
CASH_OUT
132,574
acc5326633
0
0
acc3999785
198,207.11
965,870.05
0
0
1
CASH_OUT
39,485.21
acc5772924
0
0
acc1421560
9,987,286.56
16,874,643.09
0
0
1
CASH_OUT
236,825.42
acc2570837
0
0
acc5630136
243,796.7
420,946.86
0
0
1
CASH_OUT
327,066.19
acc5760591
0
0
acc379340
947,614.29
3,461,666.05
0
0
1
CASH_OUT
156,819.6
acc7430201
0
0
acc24958
438,635.96
500,631.71
0
0
1
CASH_OUT
13,136.44
acc4743562
0
0
acc1217523
1,525,395.97
1,412,484.09
0
0