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
PAYMENT
20,135.64
acc8787576
0
0
acc4832700
0
0
0
0
1
PAYMENT
18,832.61
acc8556549
0
0
acc3337550
0
0
0
0
1
PAYMENT
11,468.9
acc5492734
124,592.12
113,123.22
acc7889436
0
0
0
0
1
TRANSFER
138,647.54
acc8620668
113,123.22
0
acc535694
2,754,218.78
2,107,778.11
0
0
1
DEBIT
3,870.28
acc7424255
317,403.38
313,533.1
acc1121170
6,519.3
10,389.58
0
0
1
PAYMENT
4,627.42
acc240214
313,533.1
308,905.68
acc8125992
0
0
0
0
1
PAYMENT
2,517.79
acc7060294
57,533.18
55,015.39
acc3052750
0
0
0
0
1
CASH_OUT
100,939.43
acc1938204
55,015.39
0
acc313383
217,355.79
67,268.02
0
0
1
DEBIT
3,455.98
acc5672938
301
0
acc5280099
332,787.69
265,092.36
0
0
1
PAYMENT
1,068.45
acc1289538
11,411
10,342.55
acc8462808
0
0
0
0
1
DEBIT
454.51
acc9053413
30,818
30,363.49
acc1570990
916
1,370.51
0
0
1
TRANSFER
302,665.03
acc5172992
40,130
0
acc2288737
0
217,862.21
0
0
1
PAYMENT
885.95
acc7776396
588
0
acc2064321
0
0
0
0
1
PAYMENT
4,137.89
acc2690031
30,966
26,828.11
acc2737936
0
0
0
0
1
PAYMENT
5,504.59
acc2573500
1,753,763.89
1,748,259.3
acc8255367
0
0
0
0
1
PAYMENT
3,780.15
acc2239225
1,748,259.3
1,744,479.15
acc4993261
0
0
0
0
1
PAYMENT
3,504.75
acc6531924
207
0
acc3758759
0
0
0
0
1
PAYMENT
2,716.67
acc5719611
11,831.07
9,114.4
acc5774220
0
0
0
0
1
PAYMENT
4,219.94
acc8290853
9,114.4
4,894.45
acc6958150
0
0
0
0
1
PAYMENT
5,831.05
acc666571
333,749.58
327,918.53
acc7082533
0
0
0
0
1
PAYMENT
9,855.36
acc834676
327,918.53
318,063.17
acc1940992
0
0
0
0
1
PAYMENT
10,726.49
acc344523
318,063.17
307,336.68
acc3718997
0
0
0
0
1
PAYMENT
1,833.22
acc6594673
57,589
55,755.78
acc3148586
0
0
0
0
1
TRANSFER
34,115.82
acc8871054
32,043
0
acc1251347
245.56
34,361.39
0
0
1
PAYMENT
2,210.66
acc4178132
32,902
30,691.34
acc4941365
0
0
0
0
1
TRANSFER
22,190.99
acc4611124
52,231.01
30,040.03
acc5411311
0
22,190.99
0
0
1
CASH_IN
168,451.53
acc8378330
30,040.03
198,491.56
acc8834176
707,354.01
247,063.16
0
0
1
CASH_IN
123,545.77
acc1630466
198,491.56
322,037.33
acc5143533
1,739,653.99
1,114,787.21
0
0
1
CASH_IN
28,463.91
acc1659576
322,037.33
350,501.24
acc6526214
380,057.08
353,532.56
0
0
1
CASH_IN
42,012.45
acc2903492
350,501.24
350,501.24
acc7334138
350,501.24
9,291,619.62
0
0
1
CASH_IN
170,686.08
acc4527058
350,501.24
521,187.32
acc7120322
273,169.81
69,756.86
0
0
1
CASH_IN
283,561.25
acc1446542
521,187.32
804,748.56
acc2074279
504,228.28
157,982.12
0
0
1
CASH_IN
215,742.75
acc8020019
804,748.56
1,020,491.31
acc5143533
1,616,108.22
1,114,787.21
0
0
1
CASH_IN
56,869.53
acc2798995
1,020,491.31
1,077,360.84
acc3574754
179,620.02
122,750.49
0
0
1
CASH_IN
13,553.79
acc7802599
1,077,360.84
1,090,914.63
acc1372250
722,161.86
708,608.07
0
0
1
CASH_IN
192,461.6
acc650132
1,090,914.63
1,283,376.23
acc3577860
380,847.76
122,027.28
0
0
1
CASH_IN
357,220.77
acc2796532
1,283,376.23
1,640,596.99
acc4328992
950,671.27
593,737.38
0
0
1
CASH_IN
32,726.88
acc6768714
1,640,596.99
1,673,323.87
acc7120322
102,483.74
69,756.86
0
0
1
CASH_IN
28,212.4
acc6584829
1,673,323.87
1,701,536.27
acc7281697
61,220.85
33,008.44
0
0
1
CASH_IN
360,997.83
acc5454070
1,701,536.27
2,062,534.09
acc4235037
1,323,331.91
971,418.91
0
0
1
CASH_IN
141,632.37
acc4256500
2,062,534.09
2,204,166.47
acc8675213
233,940.02
92,307.65
0
0
1
CASH_IN
332,359.2
acc4516727
2,204,166.47
2,536,525.67
acc8658101
1,411,244.12
1,254,956.07
0
0
1
CASH_IN
78,423.86
acc4153110
2,536,525.67
2,614,949.53
acc4235037
962,334.09
971,418.91
0
0
1
CASH_IN
131,011.3
acc7205760
2,614,949.53
2,745,960.83
acc1987097
228,275.07
97,263.78
0
0
1
CASH_IN
215,798
acc3011012
2,745,960.83
2,961,758.83
acc1421560
17,090,441.1
16,874,643.09
0
0
1
CASH_IN
65,236.81
acc3910660
2,961,758.83
3,026,995.64
acc3703516
423,238.86
277,515.05
0
0
1
CASH_IN
65,934.11
acc3938967
3,026,995.64
3,092,929.75
acc2467927
784,048.39
557,537.26
0
0
1
CASH_IN
336,237.38
acc3580296
3,092,929.75
3,429,167.12
acc5848742
3,890,536.65
3,554,299.27
0
0
1
CASH_IN
293,530.31
acc6984008
3,429,167.12
3,722,697.43
acc847235
308,905.68
15,375.37
0
0
1
CASH_IN
551,607.7
acc8982485
3,722,697.43
4,274,305.14
acc8225525
2,646,673.85
2,025,098.66
0
0
1
CASH_IN
80,448.13
acc7917570
4,274,305.14
4,354,753.26
acc4704998
124,139.21
43,691.09
0
0
1
CASH_IN
58,447.8
acc7320850
4,354,753.26
4,413,201.07
acc4251149
141,036.89
16,997.22
0
0
1
CASH_IN
36,860.96
acc7564813
4,413,201.07
4,450,062.03
acc3191437
241,683.81
204,822.85
0
0
1
CASH_IN
99,295.78
acc3809621
4,450,062.03
4,549,357.8
acc379340
3,560,961.83
3,461,666.05
0
0
1
CASH_IN
49,031.62
acc677121
4,549,357.8
4,598,389.42
acc6568171
378,578.48
387,263.02
0
0
1
CASH_IN
134,469.08
acc7747554
4,598,389.42
4,732,858.5
acc2321131
669,906.01
97,128.19
0
0
1
CASH_IN
265,098.67
acc3804351
4,732,858.5
4,997,957.17
acc5666834
303,300.81
502,480.02
0
0
1
CASH_IN
65,591.87
acc4523429
4,997,957.17
5,063,549.04
acc4251149
82,589.09
16,997.22
0
0
1
CASH_IN
266,803.57
acc5530900
5,063,549.04
5,330,352.61
acc2321131
535,436.92
97,128.19
0
0
1
CASH_IN
616,461.19
acc6953487
5,330,352.61
5,946,813.8
acc2020649
10,648,522.43
9,940,339.29
0
0
1
CASH_IN
80,487.01
acc1909307
5,946,813.8
6,027,300.81
acc3703516
358,002.06
277,515.05
0
0
1
CASH_IN
46,442.24
acc3825364
6,027,300.81
6,073,743.04
acc7506077
101,427.29
54,985.05
0
0
1
CASH_IN
50,137.65
acc5034169
6,073,743.04
6,123,880.69
acc313383
318,295.22
67,268.02
0
0
1
CASH_IN
474,447.95
acc2298506
6,123,880.69
6,598,328.65
acc5573433
1,744,479.15
1,178,808.14
0
0
1
CASH_IN
70,139.43
acc1213986
6,598,328.65
6,668,468.08
acc5471629
19,516,116.38
19,169,204.93
0
0
1
CASH_IN
201,342.13
acc457500
6,668,468.08
6,869,810.21
acc313383
268,157.57
67,268.02
0
0
1
CASH_IN
28,625.92
acc6624449
6,869,810.21
6,898,436.13
acc2288737
302,665.03
217,862.21
0
0
1
CASH_IN
125,492.59
acc3117905
6,898,436.13
7,023,928.71
acc4925905
1,562,180.78
1,015,132.48
0
0
1
CASH_IN
82,550.39
acc8088128
7,023,928.71
7,106,479.1
acc2586742
1,445,918.89
1,363,368.51
0
0
1
CASH_IN
114,275.55
acc3896065
7,106,479.1
7,220,754.65
acc6117806
272,709.33
158,433.78
0
0
1
CASH_IN
43,906.79
acc4752585
7,220,754.65
7,264,661.44
acc4354147
101,378.93
57,472.15
0
0
1
CASH_IN
131,250.53
acc447355
7,264,661.44
7,395,911.97
acc6463772
272,361.15
141,110.62
0
0
1
CASH_IN
4,865.48
acc7541651
7,395,911.97
7,400,777.45
acc2288737
274,039.11
217,862.21
0
0
1
CASH_IN
283,711.39
acc5005496
7,400,777.45
7,684,488.84
acc7152369
5,155,339.36
3,997,768.55
0
0
1
CASH_IN
8,921.26
acc1117792
7,684,488.84
7,693,410.1
acc3704376
14,149.13
5,227.86
0
0
1
CASH_IN
91,721.95
acc5578607
7,693,410.1
7,785,132.05
acc2020649
10,032,061.25
9,940,339.29
0
0
1
CASH_IN
94,096.34
acc7426157
7,785,132.05
7,879,228.39
acc4188747
1,624,290.41
1,186,556.81
0
0
1
CASH_IN
157,964.89
acc4641669
7,879,228.39
8,037,193.29
acc3536766
405,572.05
252,055.24
0
0
1
CASH_IN
51,311.41
acc1917169
8,037,193.29
8,088,504.7
acc2288737
269,173.62
217,862.21
0
0
1
CASH_IN
46,757.44
acc1766393
8,088,504.7
8,135,262.14
acc5630136
814,466.17
420,946.86
0
0
1
CASH_IN
15,069.79
acc6088984
8,135,262.14
8,150,331.93
acc6531304
17,082.91
1,229.81
0
0
1
CASH_IN
783.31
acc6072368
8,150,331.93
8,151,115.24
acc6531304
2,013.12
1,229.81
0
0
1
CASH_IN
25,927.54
acc6765630
8,151,115.24
8,177,042.78
acc8650709
129,337.61
60,738.03
0
0
1
CASH_IN
42,672.03
acc1132900
8,177,042.78
8,219,714.81
acc8650709
103,410.07
60,738.03
0
0
1
CASH_IN
49,236.53
acc461072
8,219,714.81
8,268,951.34
acc3633700
307,336.68
95,508.95
0
0
1
CASH_IN
16,236.25
acc7929898
8,268,951.34
8,285,187.59
acc8183075
316,204.61
139,915.18
0
0
1
CASH_IN
276,772.02
acc6047828
8,285,187.59
8,561,959.61
acc5471629
19,445,976.95
19,169,204.93
0
0
1
CASH_IN
95,956.43
acc6863375
8,561,959.61
8,657,916.04
acc4235037
883,910.23
971,418.91
0
0
1
CASH_IN
632,840.5
acc3690834
8,657,916.04
9,290,756.54
acc8265284
6,498,873.04
5,515,763.34
0
0
1
CASH_IN
863.08
acc9057865
9,290,756.54
9,291,619.62
acc6819947
5,577.88
4,714.8
0
0
1
PAYMENT
4,058.66
acc4124236
287
0
acc6871914
0
0
0
0
1
PAYMENT
12,040.95
acc6875956
5,076
0
acc2480913
0
0
0
0
1
PAYMENT
4,685.16
acc1043337
363,942.31
359,257.15
acc5370998
0
0
0
0
1
CASH_OUT
218,499.73
acc7015332
359,257.15
140,757.42
acc8191498
3,201,603.35
3,420,103.09
0
0
1
CASH_OUT
107,440.87
acc3177943
140,757.42
33,316.54
acc3986949
266,398.11
373,838.99
0
0
1
PAYMENT
5,055.39
acc7568166
50,818
45,762.61
acc4971649
0
0
0
0
1
PAYMENT
7,846.95
acc1269726
66,203.63
58,356.68
acc3549277
0
0
0
0
1
PAYMENT
4,412.45
acc3917070
58,356.68
53,944.23
acc4605752
0
0
0
0
1
PAYMENT
14,736.92
acc5098078
53,944.23
39,207.31
acc6640253
0
0
0
0
1
TRANSFER
17,488.56
acc1137700
14,180
0
acc7860410
182,385.22
199,873.79
0
0