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
5
PAYMENT
415.98
acc8886632
5,126
4,710.02
acc3947988
0
0
0
0
5
PAYMENT
1,281.34
acc7591895
10,988
9,706.66
acc2223572
0
0
0
0
5
PAYMENT
462.23
acc4509803
4,074
3,611.77
acc7001452
0
0
0
0
5
CASH_OUT
173,210.02
acc1428626
3,611.77
0
acc379340
5,001,591.5
5,174,801.52
0
0
5
CASH_OUT
138,480.68
acc931252
1,191
0
acc5203132
57,606.45
196,087.14
0
0
5
PAYMENT
774.48
acc5874167
20,185
19,410.52
acc8060312
0
0
0
0
5
PAYMENT
9,479.49
acc3285936
19,410.52
9,931.02
acc7814519
0
0
0
0
5
PAYMENT
1,438.63
acc5505642
9,931.02
8,492.39
acc8866937
0
0
0
0
5
PAYMENT
1,925.08
acc6102290
50,195
48,269.92
acc7253745
0
0
0
0
5
PAYMENT
2,057.11
acc5859517
362
0
acc7803937
0
0
0
0
5
PAYMENT
2,224.41
acc1672484
456,004.22
453,779.81
acc7399715
0
0
0
0
5
CASH_OUT
272,045.87
acc7363860
453,779.81
181,733.94
acc3999785
690,691.73
962,737.6
0
0
5
PAYMENT
2,515.55
acc557180
151,162
148,646.45
acc1283786
0
0
0
0
5
PAYMENT
2,803.61
acc4609254
148,646.45
145,842.84
acc8043396
0
0
0
0
5
PAYMENT
8,847.07
acc5856233
145,842.84
136,995.77
acc8863861
0
0
0
0
5
PAYMENT
5,089.69
acc6709949
5,894
804.31
acc2597335
0
0
0
0
5
PAYMENT
27,655.2
acc730348
804.31
0
acc5356014
0
0
0
0
5
PAYMENT
4,754.82
acc6055547
105,213
100,458.18
acc437580
0
0
0
0
5
TRANSFER
132,427.3
acc2303873
40,217
0
acc7787144
0
132,427.3
0
0
5
CASH_OUT
180,009.7
acc7592749
0
0
acc8650809
429,475.91
609,485.61
0
0
5
PAYMENT
852.95
acc5937748
51,484
50,631.05
acc2148560
0
0
0
0
5
PAYMENT
4,392.73
acc3665300
11,470
7,077.27
acc4252802
0
0
0
0
5
TRANSFER
268,571.64
acc2681007
7,077.27
0
acc8974891
435,950.07
646,196.83
0
0
5
PAYMENT
8,479.04
acc7569919
333
0
acc8134844
0
0
0
0
5
PAYMENT
3,833.36
acc655258
3,137
0
acc1564879
0
0
0
0
5
TRANSFER
134,294.1
acc8629278
138
0
acc3342583
10,768.1
145,062.2
0
0
5
DEBIT
3,092.94
acc1490908
33,476
30,383.06
acc8669398
15,680.93
18,773.87
0
0
5
PAYMENT
30,981.44
acc493811
30,383.06
0
acc4250307
0
0
0
0
5
PAYMENT
4,532.37
acc918883
5,098
565.63
acc1962584
0
0
0
0
5
PAYMENT
3,016.29
acc2164038
565.63
0
acc5933625
0
0
0
0
5
PAYMENT
1,903.52
acc9058270
64,497
62,593.48
acc2287949
0
0
0
0
5
TRANSFER
72,825.75
acc2324291
6,038
0
acc8799832
31,280.33
160,577.57
0
0
5
PAYMENT
4,026.05
acc8938484
10,834
6,807.95
acc8312692
0
0
0
0
5
DEBIT
2,298.7
acc2846693
29,723
27,424.3
acc2376499
38,799.34
41,098.04
0
0
5
PAYMENT
263.87
acc450373
25,188
24,924.13
acc1304878
0
0
0
0
5
PAYMENT
7,798.4
acc6850235
19,889
12,090.6
acc4392807
0
0
0
0
5
PAYMENT
4,112.38
acc4666834
16,261
12,148.62
acc2120817
0
0
0
0
5
PAYMENT
6,204.45
acc733685
203,281
197,076.55
acc3360844
0
0
0
0
5
PAYMENT
1,754.73
acc1335584
42,560
40,805.27
acc8415946
0
0
0
0
5
PAYMENT
2,976.65
acc2136895
61,243
58,266.35
acc2456404
0
0
0
0
5
PAYMENT
3,770.26
acc3693892
36,731
32,960.74
acc2368177
0
0
0
0
5
CASH_OUT
220,070.01
acc5168194
32,960.74
0
acc5630136
3,068,761.77
3,288,831.78
0
0
5
PAYMENT
4,704
acc7660173
37,758
33,054
acc382119
0
0
0
0
5
TRANSFER
56,471.48
acc1947834
312,830
256,358.52
acc8799832
104,106.08
160,577.57
0
0
5
PAYMENT
1,534.11
acc1893148
80,274
78,739.89
acc5167008
0
0
0
0
5
PAYMENT
4,562.21
acc2624482
78,739.89
74,177.67
acc2147672
0
0
0
0
5
PAYMENT
1,901.5
acc2068688
74,177.67
72,276.18
acc190976
0
0
0
0
5
PAYMENT
15,211.91
acc6628388
72,276.18
57,064.27
acc1432806
0
0
0
0
5
PAYMENT
32,876.85
acc4784074
57,064.27
24,187.42
acc3634907
0
0
0
0
5
PAYMENT
2,883.1
acc800641
24,187.42
21,304.32
acc8715602
0
0
0
0
5
PAYMENT
38,371.41
acc5896034
21,304.32
0
acc4195776
0
0
0
0
5
PAYMENT
19,561.11
acc5008128
0
0
acc1718098
0
0
0
0
5
PAYMENT
9,452.85
acc3114420
0
0
acc7788086
0
0
0
0
5
PAYMENT
16,780.75
acc9001735
0
0
acc674839
0
0
0
0
5
PAYMENT
20,526.64
acc2263073
0
0
acc14820
0
0
0
0
5
PAYMENT
4,477.03
acc4061649
0
0
acc2798754
0
0
0
0
5
PAYMENT
17,390.17
acc3943584
0
0
acc6966798
0
0
0
0
5
PAYMENT
27,401.26
acc1876347
0
0
acc5599833
0
0
0
0
5
PAYMENT
7,414.66
acc6869128
0
0
acc8452345
0
0
0
0
5
PAYMENT
18,850.92
acc5680807
0
0
acc1300165
0
0
0
0
5
PAYMENT
11,430.59
acc5336156
0
0
acc2300379
0
0
0
0
5
PAYMENT
1,766.71
acc3100311
0
0
acc1733399
0
0
0
0
5
PAYMENT
7,632.13
acc6985037
31,257
23,624.87
acc8970645
0
0
0
0
5
PAYMENT
2,261.59
acc3880051
11,748
9,486.41
acc812401
0
0
0
0
5
PAYMENT
3.75
acc1143075
51,376
51,372.25
acc1660539
0
0
0
0
5
PAYMENT
4,408.24
acc5921666
55,772
51,363.76
acc7046483
0
0
0
0
5
PAYMENT
3,117.04
acc7623376
704,521.71
701,404.67
acc1710078
0
0
0
0
5
CASH_OUT
55,207.84
acc3825444
701,404.67
646,196.83
acc5684798
1,368,603.53
1,423,811.37
0
0
5
PAYMENT
4,962
acc6040361
197.55
0
acc5170623
0
0
0
0
5
PAYMENT
12,479.16
acc3159465
0
0
acc2737367
0
0
0
0
5
PAYMENT
7,464.54
acc6791
1,472
0
acc7180582
0
0
0
0
5
PAYMENT
5,820.27
acc1494215
11,545
5,724.73
acc6887391
0
0
0
0
5
PAYMENT
472.63
acc1580741
18,173
17,700.37
acc6231840
0
0
0
0
5
PAYMENT
12,986.85
acc355482
17,700.37
4,713.51
acc6952814
0
0
0
0
5
PAYMENT
3,590.58
acc2381123
15,803
12,212.42
acc3244178
0
0
0
0
5
PAYMENT
24,921.84
acc7086515
12,212.42
0
acc6749104
0
0
0
0
5
TRANSFER
145,374.18
acc4893679
34,060
0
acc7092905
12,996.44
158,370.61
0
0
5
PAYMENT
3,401.12
acc4876187
7,065
3,663.88
acc4975472
0
0
0
0
5
PAYMENT
9,080.77
acc2802783
72,543
63,462.23
acc1889879
0
0
0
0
5
PAYMENT
1,648.13
acc8417306
10,279
8,630.87
acc2082116
0
0
0
0
5
PAYMENT
7,792.99
acc8734346
8,630.87
837.89
acc7897322
0
0
0
0
5
PAYMENT
491.11
acc2065330
70,925
70,433.89
acc2533181
0
0
0
0
5
PAYMENT
325.72
acc1542223
13,845
13,519.28
acc1430246
0
0
0
0
5
CASH_OUT
190,944.55
acc132286
13,519.28
0
acc3799227
227,513.56
418,458.11
0
0
5
DEBIT
2,065.17
acc1445485
19,545
17,479.83
acc5703636
40,975.4
43,040.57
0
0
5
PAYMENT
1,894.12
acc5743443
11,736
9,841.88
acc2023897
0
0
0
0
5
PAYMENT
437.22
acc7698366
66,563
66,125.78
acc8716425
0
0
0
0
5
PAYMENT
5,210.66
acc8169237
51,132
45,921.34
acc720390
0
0
0
0
5
PAYMENT
3,897.56
acc4106468
3,881
0
acc2953178
0
0
0
0
5
PAYMENT
25.08
acc1067965
21,558
21,532.92
acc3400165
0
0
0
0
5
PAYMENT
2,574.1
acc6784480
726
0
acc4723358
0
0
0
0
5
PAYMENT
3,920.64
acc7563949
52,213
48,292.36
acc2372176
0
0
0
0
5
PAYMENT
1,288.03
acc7863822
1,086
0
acc4401193
0
0
0
0
5
DEBIT
3,768.1
acc5247551
65,148
61,379.9
acc4886472
10,717
1,772.04
0
0
5
PAYMENT
905.86
acc8122654
20,018
19,112.14
acc3804665
0
0
0
0
5
PAYMENT
1,744.46
acc998999
40,919
39,174.54
acc5035614
0
0
0
0
5
PAYMENT
4,433.42
acc3974816
30,489
26,055.58
acc7305403
0
0
0
0
5
PAYMENT
29,762.68
acc4638670
26,055.58
0
acc1922636
0
0
0
0
5
PAYMENT
9,531.19
acc2465800
19,001.72
9,470.53
acc5765461
0
0
0
0
5
PAYMENT
628.34
acc8583311
9,470.53
8,842.18
acc6772599
0
0
0
0