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
4
CASH_OUT
278,349.51
acc5140457
0
0
acc8191498
4,051,860.11
4,397,452.99
0
0
4
CASH_OUT
455,933.21
acc1030422
0
0
acc7051300
12,179,638.75
12,947,436.37
0
0
4
CASH_OUT
252,806.47
acc2896887
0
0
acc5908088
5,210,239.91
6,671,931.33
0
0
4
CASH_OUT
345,548.01
acc6248350
0
0
acc4188747
1,971,602.65
2,748,383.99
0
0
4
CASH_OUT
159,316.78
acc1396209
0
0
acc697882
12,358,948.08
13,381,242.46
0
0
4
CASH_OUT
205,675.07
acc1605117
0
0
acc4188747
2,317,150.66
2,748,383.99
0
0
4
CASH_OUT
311,864.41
acc5611464
0
0
acc7051300
12,635,571.95
12,947,436.37
0
0
4
CASH_OUT
190,518.44
acc3866045
0
0
acc3137633
528,114.25
646,875.4
0
0
4
CASH_OUT
12,847.91
acc5023593
0
0
acc7763346
1,099,502.6
1,741,724.79
0
0
4
CASH_OUT
21,291.89
acc5085380
0
0
acc6568171
84,207.15
105,680.92
0
0
4
CASH_OUT
106,105.83
acc3348904
0
0
acc8782438
182,906.2
289,012.04
0
0
4
CASH_OUT
63,853.6
acc157573
0
0
acc8265284
6,185,646.46
6,249,500.06
0
0
4
CASH_OUT
143,568.62
acc7310604
0
0
acc6993564
144,203.7
287,772.32
0
0
4
CASH_OUT
180,145.39
acc8171571
0
0
acc7610359
268,130.78
448,276.17
0
0
4
CASH_OUT
141,702.19
acc8624262
0
0
acc8650809
145,139.55
286,841.74
0
0
4
CASH_OUT
153,161.06
acc8158815
0
0
acc5957060
191,280.7
344,441.76
0
0
4
CASH_OUT
6,291.29
acc4723897
0
0
acc4418533
11,223.95
17,515.23
0
0
4
CASH_OUT
131,965.15
acc6201328
0
0
acc5630136
2,896,417
3,028,382.15
0
0
4
CASH_OUT
121,598.71
acc2948442
0
0
acc7763346
1,112,350.5
1,741,724.79
0
0
4
PAYMENT
2,000.03
acc8369178
71,450
69,449.97
acc7997958
0
0
0
0
4
PAYMENT
1,760.01
acc752489
165,641
163,880.99
acc5289073
0
0
0
0
4
PAYMENT
2,085.11
acc7053594
467,684
465,598.89
acc223003
0
0
0
0
4
PAYMENT
4,011.15
acc7787908
54,195.68
50,184.53
acc2781976
0
0
0
0
4
TRANSFER
97,808.48
acc1992414
50,184.53
0
acc5284458
147,962.31
245,770.79
0
0
4
PAYMENT
1,686.41
acc2433785
39,720
38,033.59
acc5117499
0
0
0
0
4
PAYMENT
4,513.92
acc5781886
718,632.69
714,118.77
acc3116961
0
0
0
0
4
CASH_OUT
67,243.37
acc8489445
714,118.77
646,875.4
acc8191498
4,330,209.62
4,397,452.99
0
0
4
PAYMENT
3,236.73
acc2015397
111,955
108,718.27
acc5424791
0
0
0
0
4
PAYMENT
808.81
acc1908971
52,945
52,136.19
acc7475620
0
0
0
0
4
PAYMENT
8,280.29
acc162922
52,136.19
43,855.89
acc2399756
0
0
0
0
4
CASH_IN
107,702.78
acc471901
110,961
218,663.78
acc596325
4,819.61
0
0
0
4
PAYMENT
4,083.67
acc2581528
69,086
65,002.33
acc1655334
0
0
0
0
4
PAYMENT
1,869.55
acc4068766
571,273
569,403.45
acc4533695
0
0
0
0
4
TRANSFER
36,991.08
acc5185393
2,133
0
acc3342654
0
36,991.08
0
0
4
TRANSFER
54,364.44
acc888972
79,261
24,896.56
acc515491
10,361
51,337.45
0
0
4
PAYMENT
115.43
acc4231896
20,004
19,888.57
acc6871114
0
0
0
0
4
PAYMENT
645.4
acc2720313
35,632
34,986.6
acc3746575
0
0
0
0
4
PAYMENT
5,540.61
acc2311714
34,986.6
29,445.99
acc4253313
0
0
0
0
4
TRANSFER
7,475.23
acc42530
64,725.44
57,250.21
acc9060271
19,293.26
26,768.5
0
0
4
PAYMENT
5,912.76
acc7949899
57,250.21
51,337.45
acc5867229
0
0
0
0
4
TRANSFER
14,237.75
acc1917202
30,258
16,020.25
acc2206572
0
14,237.75
0
0
4
PAYMENT
6,797.33
acc1175486
16,020.25
9,222.92
acc1256196
0
0
0
0
4
PAYMENT
2,353.91
acc6705293
5,026
2,672.09
acc8826401
0
0
0
0
4
DEBIT
564.53
acc7735230
88
0
acc8520105
258,874.13
259,438.66
0
0
4
PAYMENT
1,199.97
acc8435573
8,748
7,548.03
acc3493741
0
0
0
0
4
PAYMENT
1,800.83
acc6646176
7,548.03
5,747.2
acc6701026
0
0
0
0
4
PAYMENT
496.83
acc4984657
79,923
79,426.17
acc4737596
0
0
0
0
4
PAYMENT
1,560.66
acc3959605
11,428
9,867.34
acc7870346
0
0
0
0
4
CASH_OUT
54,989.36
acc1578766
21,326
0
acc5218768
43,855.89
98,845.26
0
0
4
CASH_OUT
121,619.14
acc3891983
2,625
0
acc7124989
36,248.68
157,867.82
0
0
4
DEBIT
1,113.43
acc5973704
19,812
18,698.57
acc2828023
43,142.23
44,255.66
0
0
4
PAYMENT
2,215.57
acc8315497
104,582
102,366.43
acc4321111
0
0
0
0
4
PAYMENT
498.96
acc2157505
801
302.04
acc4632723
0
0
0
0
4
CASH_OUT
106,903.28
acc7964161
406
0
acc515915
0
106,903.28
0
0
4
PAYMENT
1,624.21
acc2244096
0
0
acc850782
0
0
0
0
4
PAYMENT
307.75
acc4125467
149,069
148,761.25
acc7395422
0
0
0
0
4
PAYMENT
5,562.29
acc1438252
23,616.46
18,054.17
acc2557983
0
0
0
0
4
PAYMENT
12,088.13
acc4425512
18,054.17
5,966.04
acc7441900
0
0
0
0
4
PAYMENT
1,944.57
acc3557512
650
0
acc5745656
0
0
0
0
4
PAYMENT
5,562.62
acc4630444
0
0
acc6115683
0
0
0
0
4
PAYMENT
2,630.2
acc7045837
247
0
acc6377399
0
0
0
0
4
PAYMENT
1,006.39
acc6773131
7,134
6,127.61
acc3431861
0
0
0
0
4
PAYMENT
34.85
acc915038
27,430
27,395.15
acc5068329
0
0
0
0
4
CASH_OUT
70,994.78
acc2733055
27,395.15
0
acc102523
118,532.8
189,527.57
0
0
4
PAYMENT
3,246.88
acc4065004
11,619
8,372.12
acc8015364
0
0
0
0
4
CASH_OUT
37,239.99
acc8898259
8,372.12
0
acc5908088
5,463,046.38
6,671,931.33
0
0
4
PAYMENT
329.84
acc5645438
62,591
62,261.16
acc2989579
0
0
0
0
4
TRANSFER
169,941.73
acc5000665
169,941.73
0
acc4502632
0
0
1
0
4
CASH_OUT
169,941.73
acc5409342
169,941.73
0
acc6982820
0
169,941.73
1
0
4
PAYMENT
2,988.02
acc2938341
306,514
303,525.98
acc2017880
0
0
0
0
4
DEBIT
181.87
acc7013369
370
188.13
acc6568171
105,499.05
105,680.92
0
0
4
PAYMENT
1,813.69
acc2028365
30,948
29,134.31
acc6120193
0
0
0
0
4
PAYMENT
2,445.35
acc1690989
5,603
3,157.65
acc3180802
0
0
0
0
4
TRANSFER
139,644.5
acc2599623
3,157.65
0
acc4552681
324,762.11
742,165.13
0
0
4
TRANSFER
148,792.1
acc3725755
0
0
acc1411613
7,661,421.96
7,810,214.06
0
0
4
TRANSFER
277,758.51
acc7011629
0
0
acc4552681
464,406.61
742,165.13
0
0
4
TRANSFER
1,465,846.48
acc8642880
0
0
acc2020649
11,480,736.96
12,946,583.44
0
0
4
TRANSFER
132,948.43
acc8226321
0
0
acc5091427
203,788.65
336,737.08
0
0
4
TRANSFER
1,137,763.15
acc2305748
0
0
acc5908088
5,500,286.37
6,671,931.33
0
0
4
TRANSFER
507,775.58
acc2496194
0
0
acc7763346
1,233,949.21
1,741,724.79
0
0
4
TRANSFER
307,749.99
acc8533855
0
0
acc7086856
4,125,237.13
4,775,319.66
0
0
4
TRANSFER
908,274.13
acc7080392
0
0
acc5114175
6,055,234.7
6,963,508.84
0
0
4
TRANSFER
1,032,930.05
acc2122031
0
0
acc1421560
14,723,885.17
17,258,590.84
0
0
4
TRANSFER
1,027,611.05
acc3269001
0
0
acc535694
1,620,402.08
2,648,013.13
0
0
4
TRANSFER
522,854.73
acc2961973
0
0
acc6919254
6,255,171.04
6,778,025.76
0
0
4
TRANSFER
225,558.27
acc2698466
0
0
acc4188747
2,522,825.73
2,748,383.99
0
0
4
TRANSFER
862,977.6
acc3284849
0
0
acc697882
12,518,264.86
13,381,242.46
0
0
4
TRANSFER
342,332.55
acc8716068
0
0
acc7086856
4,432,987.11
4,775,319.66
0
0
4
TRANSFER
1,501,775.62
acc8812926
0
0
acc1421560
15,756,815.22
17,258,590.84
0
0
4
TRANSFER
119,656.92
acc1129211
0
0
acc6615832
125,857.29
245,514.21
0
0
4
PAYMENT
1,919.99
acc3993084
11,225
9,305.01
acc916127
0
0
0
0
4
PAYMENT
2,578.03
acc3524142
169,784
167,205.97
acc6095690
0
0
0
0
4
PAYMENT
592.9
acc5697442
167,205.97
166,613.07
acc5255731
0
0
0
0
4
TRANSFER
13,707.11
acc7063511
13,707.11
0
acc3831175
0
0
1
0
4
CASH_OUT
13,707.11
acc4667729
13,707.11
0
acc6886234
0
13,707.11
1
0
4
PAYMENT
3,616.2
acc2556203
6,240
2,623.8
acc7348661
0
0
0
0
4
PAYMENT
761.07
acc914390
47,883
47,121.93
acc6397101
0
0
0
0
4
PAYMENT
2,662.71
acc2382593
10,635
7,972.29
acc5080103
0
0
0
0
4
PAYMENT
1,227.16
acc5058604
7,972.29
6,745.13
acc5058425
0
0
0
0
4
PAYMENT
1,178.41
acc5215675
968
0
acc9040453
0
0
0
0