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
31,646.31
acc304268
5,847,973.23
5,879,619.54
acc2431422
58,072.44
66,575.5
0
0
1
CASH_IN
48,134.99
acc2206975
5,879,619.54
5,927,754.53
acc7993969
55,211.3
0
0
0
1
CASH_IN
229,982.47
acc7842999
5,927,754.53
6,157,737
acc8658101
1,727,562.92
1,254,956.07
0
0
1
CASH_IN
216,806.48
acc5417276
6,157,737
6,374,543.48
acc8658101
1,497,580.45
1,254,956.07
0
0
1
CASH_IN
117,257.18
acc8031544
6,374,543.48
6,491,800.66
acc7232465
204,311.36
23,508.22
0
0
1
CASH_IN
174,413.77
acc5304480
6,491,800.66
6,666,214.43
acc5529544
213,713.99
46,393.85
0
0
1
CASH_IN
72,897.92
acc7079663
6,666,214.43
6,739,112.35
acc7086856
327,169.9
4,891,090.56
0
0
1
CASH_IN
82,564.24
acc8019482
6,739,112.35
6,821,676.59
acc676814
342,077.36
0
0
0
1
CASH_IN
63,764.9
acc7905882
6,821,676.59
6,885,441.49
acc138661
445,655.6
215,851.28
0
0
1
CASH_IN
183,074.81
acc698824
6,885,441.49
7,068,516.3
acc7679530
187,573.89
0
0
0
1
CASH_IN
223,744.8
acc220702
7,068,516.3
7,292,261.09
acc8834176
454,141.23
247,063.16
0
0
1
CASH_IN
46,179.38
acc5129365
7,292,261.09
7,338,440.47
acc5343646
306,791.16
0
0
0
1
CASH_IN
91,611.03
acc3136049
7,338,440.47
7,430,051.5
acc6199892
931,831.94
424,250.45
0
0
1
CASH_IN
128,022.19
acc3474745
7,430,051.5
7,558,073.69
acc535694
2,756,959.24
2,107,778.11
0
0
1
CASH_IN
157,949.72
acc33850
7,558,073.69
7,716,023.4
acc4235037
1,878,807.53
971,418.91
0
0
1
CASH_IN
26,516.56
acc214841
7,716,023.4
7,742,539.96
acc6949288
63,127.8
8,383.29
0
0
1
CASH_IN
105,647.45
acc636000
7,742,539.96
7,848,187.42
acc5280099
126,541.52
265,092.36
0
0
1
CASH_IN
61,858.19
acc7146744
7,848,187.42
7,910,045.61
acc4235037
1,720,857.81
971,418.91
0
0
1
CASH_IN
245,041.35
acc7348765
7,910,045.61
8,155,086.95
acc4235037
1,658,999.62
971,418.91
0
0
1
CASH_IN
42,922.81
acc1588497
8,155,086.95
8,198,009.76
acc7232465
87,054.17
23,508.22
0
0
1
CASH_IN
137,465.55
acc7780894
8,198,009.76
8,335,475.31
acc24958
1,066,345.61
500,631.71
0
0
1
CASH_IN
170,207.14
acc4572964
8,335,475.31
8,505,682.45
acc676814
259,513.13
0
0
0
1
CASH_IN
18,513.77
acc8958891
8,505,682.45
8,524,196.22
acc5848742
2,858,335.38
3,554,299.27
0
0
1
CASH_IN
199,318.34
acc8064871
8,524,196.22
8,723,514.56
acc5343646
260,611.78
0
0
0
1
CASH_IN
26,295.3
acc5505425
8,723,514.56
8,749,809.86
acc1421560
13,915,059.95
16,874,643.09
0
0
1
CASH_IN
111,549.83
acc2250337
8,749,809.86
8,861,359.69
acc3703516
208,152.76
277,515.05
0
0
1
CASH_IN
56,912.01
acc6656864
8,861,359.69
8,918,271.71
acc8870563
108,462.08
0
0
0
1
CASH_IN
414,285.51
acc3786520
8,918,271.71
9,332,557.22
acc8650709
614,630.33
60,738.03
0
0
1
CASH_IN
298,109.36
acc3263974
9,332,557.22
9,630,666.58
acc7334138
493,746.17
9,291,619.62
0
0
1
CASH_IN
269,736.99
acc4946252
9,630,666.58
9,900,403.57
acc533561
473,512.63
32,092.07
0
0
1
CASH_IN
18,622.16
acc1029881
9,900,403.57
9,919,025.73
acc7212921
55,379.84
36,757.68
0
0
1
CASH_IN
183,816.31
acc4355171
9,919,025.73
10,102,842.03
acc1217523
2,391,652.26
1,412,484.09
0
0
1
CASH_IN
143,405.8
acc6053211
10,102,842.03
10,246,247.83
acc7334138
195,636.81
9,291,619.62
0
0
1
PAYMENT
449.97
acc7452744
13,030.57
12,580.6
acc3618036
0
0
0
0
1
PAYMENT
2,743.55
acc920118
12,580.6
9,837.06
acc4870014
0
0
0
0
1
PAYMENT
1,548.73
acc4033862
38,285.31
36,736.58
acc3135302
0
0
0
0
1
PAYMENT
4,828.43
acc7592034
36,736.58
31,908.14
acc6752539
0
0
0
0
1
PAYMENT
1,737.12
acc8706670
31,908.14
30,171.02
acc4069127
0
0
0
0
1
PAYMENT
1,089.31
acc1223896
30,171.02
29,081.71
acc307840
0
0
0
0
1
PAYMENT
5,237.7
acc5416731
29,081.71
23,844.01
acc4577147
0
0
0
0
1
PAYMENT
3,364.48
acc6678100
23,844.01
20,479.53
acc4418924
0
0
0
0
1
PAYMENT
1,889.41
acc5874680
20,479.53
18,590.13
acc8286311
0
0
0
0
1
PAYMENT
2,685.44
acc5031103
11,302
8,616.56
acc2194653
0
0
0
0
1
PAYMENT
1,238.08
acc8479575
8,616.56
7,378.48
acc5286843
0
0
0
0
1
PAYMENT
17,994.24
acc1535131
7,378.48
0
acc4693452
0
0
0
0
1
PAYMENT
6,396.49
acc4065137
458
0
acc5736625
0
0
0
0
1
PAYMENT
2,380.21
acc1255027
6,003,259.91
6,000,879.7
acc7293857
0
0
0
0
1
CASH_OUT
139,754.72
acc2807307
6,000,879.7
5,861,124.98
acc5114175
2,474,475.78
2,719,172.89
0
0
1
PAYMENT
8,787.63
acc3105678
50,784
41,996.37
acc4842524
0
0
0
0
1
DEBIT
2,261.24
acc3182655
3,183
921.76
acc6199892
840,220.91
424,250.45
0
0
1
DEBIT
2,807.73
acc4714645
1,704
0
acc6275408
15,655.05
16,896.7
0
0
1
PAYMENT
4,247.14
acc825019
49,049.96
44,802.82
acc5365683
0
0
0
0
1
PAYMENT
4,504.48
acc8797028
44,802.82
40,298.34
acc4293466
0
0
0
0
1
PAYMENT
3,051.76
acc222593
236,272
233,220.24
acc7245966
0
0
0
0
1
PAYMENT
5,675.84
acc2918130
224
0
acc2774244
0
0
0
0
1
DEBIT
194.4
acc5921271
30,364
30,169.6
acc4430223
29,741.84
31,469.78
0
0
1
PAYMENT
8,176.58
acc5055721
820
0
acc8117670
0
0
0
0
1
PAYMENT
4,074.17
acc3092510
574
0
acc978121
0
0
0
0
1
PAYMENT
13,695.83
acc129512
27,392
13,696.17
acc8089491
0
0
0
0
1
PAYMENT
8,092.22
acc1537445
595
0
acc7405606
0
0
0
0
1
CASH_OUT
286,803.5
acc7869921
0
0
acc2074279
774,294.17
157,982.12
0
0
1
PAYMENT
3,620.25
acc2519685
22,956.58
19,336.33
acc6188148
0
0
0
0
1
CASH_OUT
153,952.87
acc1645800
19,336.33
0
acc1217523
2,207,835.95
1,412,484.09
0
0
1
PAYMENT
1,335.03
acc3443260
2,043
707.97
acc362442
0
0
0
0
1
PAYMENT
96.32
acc3447874
41,255
41,158.68
acc7429929
0
0
0
0
1
TRANSFER
412,906.88
acc1251899
10,353
0
acc5280099
20,894.07
265,092.36
0
0
1
TRANSFER
288,638.46
acc6424586
0
0
acc483537
1,106,431.03
1,567,434.81
0
0
1
PAYMENT
2,918.83
acc8049585
158
0
acc3945518
0
0
0
0
1
PAYMENT
4,852.65
acc4304450
30,128.26
25,275.61
acc3778647
0
0
0
0
1
PAYMENT
13,343.47
acc3222381
25,275.61
11,932.14
acc1647981
0
0
0
0
1
DEBIT
1,672.55
acc4610027
50,419
48,746.45
acc138661
381,890.69
215,851.28
0
0
1
PAYMENT
1,020.89
acc8235938
75,771
74,750.11
acc9037633
0
0
0
0
1
PAYMENT
4,440.79
acc2366821
49,624
45,183.21
acc8766965
0
0
0
0
1
PAYMENT
12,271.39
acc8617477
715
0
acc1154568
0
0
0
0
1
TRANSFER
379,953.15
acc524193
121,856
0
acc6568171
19,826.79
387,263.02
0
0
1
PAYMENT
9,198.49
acc3161350
5,970
0
acc1828167
0
0
0
0
1
PAYMENT
660.52
acc8568869
35,451
34,790.48
acc2008026
0
0
0
0
1
PAYMENT
3,485.64
acc5246501
460
0
acc7929258
0
0
0
0
1
PAYMENT
413.84
acc2496435
26,512.93
26,099.09
acc1093886
0
0
0
0
1
PAYMENT
3,865.44
acc4915025
26,099.09
22,233.65
acc5266993
0
0
0
0
1
CASH_OUT
124,832.65
acc1151327
128
0
acc3577860
4,795
122,027.28
0
0
1
TRANSFER
302,151.25
acc3188915
166,321
0
acc3782028
1,786
193,018.94
0
0
1
PAYMENT
1,854.51
acc5579890
2,244
389.49
acc6340578
0
0
0
0
1
PAYMENT
2,850.6
acc1182828
51,550.07
48,699.47
acc5392256
0
0
0
0
1
CASH_OUT
130,905.88
acc5943470
48,699.47
0
acc5280099
433,800.95
265,092.36
0
0
1
PAYMENT
8,782.48
acc846085
21,368
12,585.52
acc8636648
0
0
0
0
1
CASH_IN
254,286.27
acc3311041
22,351
276,637.27
acc6980391
11,155
0
0
0
1
PAYMENT
10,239.16
acc7726709
276,637.27
266,398.11
acc6015017
0
0
0
0
1
TRANSFER
7,276.69
acc7119902
93
0
acc3325282
1,463
0
0
0
1
DEBIT
4,993.81
acc7385744
20,801
15,807.19
acc3255841
120,766.35
5,203.54
0
0
1
DEBIT
8,531.44
acc1130500
2,080
0
acc7739610
31,817.35
40,348.79
0
0
1
PAYMENT
4,297.27
acc3527412
7,468
3,170.73
acc7849910
0
0
0
0
1
PAYMENT
7,287.73
acc3926492
3,170.73
0
acc4053819
0
0
0
0
1
PAYMENT
5,375.2
acc7561853
81,625
76,249.8
acc4777606
0
0
0
0
1
PAYMENT
3,830.45
acc61576
84,182
80,351.55
acc6599623
0
0
0
0
1
TRANSFER
70,543.76
acc4540184
80,351.55
9,807.8
acc2074279
1,061,097.67
157,982.12
0
0
1
PAYMENT
3,558.79
acc8049675
20,791
17,232.21
acc8254546
0
0
0
0
1
PAYMENT
6,891.56
acc7626309
41,921
35,029.44
acc8505054
0
0
0
0
1
PAYMENT
2,875.66
acc4461220
399,779.94
396,904.27
acc2504181
0
0
0
0
1
PAYMENT
4,632.68
acc8514473
396,904.27
392,271.59
acc2799048
0
0
0
0