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
6
PAYMENT
27,595.56
acc4106890
64,334.86
36,739.3
acc904436
0
0
0
0
6
TRANSFER
412,579.72
acc4310480
36,739.3
0
acc2486700
649,546.31
1,391,946.72
0
0
6
TRANSFER
113,782.9
acc3230102
0
0
acc6133258
7,738,926.52
11,423,976.98
0
0
6
TRANSFER
805,550.98
acc6084721
0
0
acc535694
2,222,960.7
3,105,859.14
0
0
6
TRANSFER
168,867.61
acc7529095
0
0
acc4749645
5,756,801.39
5,854,252.35
0
0
6
TRANSFER
1,781,452.87
acc5301815
0
0
acc117219
11,751,840.87
13,447,674.95
0
0
6
TRANSFER
1,490,781.74
acc7520183
0
0
acc1536208
7,107,646.18
8,598,427.92
0
0
6
TRANSFER
1,595,612.93
acc8508201
0
0
acc1217523
2,050,861.47
3,216,387.7
0
0
6
TRANSFER
358,736.5
acc5616799
0
0
acc7860097
7,033,126.3
9,197,383.11
0
0
6
TRANSFER
626,070.45
acc907070
0
0
acc7763346
3,739,062.64
5,188,539.32
0
0
6
TRANSFER
820,399.29
acc3787143
0
0
acc1411613
7,829,762.55
10,833,791
0
0
6
TRANSFER
488,338.66
acc8292875
0
0
acc5471629
17,042,993.83
17,811,814.09
0
0
6
TRANSFER
1,168,674.62
acc5040803
0
0
acc3416753
8,209,371.5
9,563,426.09
0
0
6
TRANSFER
934,479.64
acc3315294
0
0
acc8225525
1,136,119.9
2,315,350.49
0
0
6
TRANSFER
258,126.09
acc986087
0
0
acc1421560
16,860,747.38
17,324,126.77
0
0
6
TRANSFER
98,781.87
acc1990062
0
0
acc2514175
113,718
89,435.23
0
0
6
TRANSFER
204,302.85
acc8194048
0
0
acc2486700
1,062,126.04
1,391,946.72
0
0
6
TRANSFER
205,253.3
acc5772295
0
0
acc1421560
17,118,873.47
17,324,126.77
0
0
6
TRANSFER
833,142.33
acc7351160
0
0
acc7051300
12,803,092.22
12,782,636.7
0
0
6
TRANSFER
126,085.63
acc2405307
24,478
0
acc5598092
0
66,099.92
0
0
6
PAYMENT
5,799.88
acc6224346
14,310
8,510.12
acc5850680
0
0
0
0
6
CASH_OUT
248,203.85
acc6773032
8,510.12
0
acc1522576
262,374.4
805,754.92
0
0
6
CASH_OUT
295,176.67
acc5105446
0
0
acc1522576
510,578.25
805,754.92
0
0
6
PAYMENT
19,027.76
acc7900325
152,372
133,344.24
acc1239087
0
0
0
0
6
DEBIT
3,452.87
acc803563
11,320
7,867.13
acc610042
186,120.18
189,573.05
0
0
6
CASH_IN
99,040.28
acc5154735
7,867.13
106,907.41
acc8144100
157,769
58,728.72
0
0
6
CASH_IN
114,981.84
acc4662595
106,907.41
221,889.25
acc3986949
373,495.09
94,873.55
0
0
6
CASH_IN
300,516.87
acc4611127
221,889.25
522,406.13
acc7051300
13,636,234.55
12,782,636.7
0
0
6
CASH_IN
9,005.13
acc6366130
522,406.13
531,411.26
acc7876738
9,672.67
667.54
0
0
6
CASH_IN
71,416.65
acc1371393
531,411.26
602,827.91
acc4749645
5,925,669
5,854,252.35
0
0
6
CASH_IN
144,858.21
acc4198789
602,827.91
747,686.12
acc1411613
8,650,161.83
10,833,791
0
0
6
PAYMENT
31,337.01
acc3086915
55,466
24,128.99
acc5410556
0
0
0
0
6
PAYMENT
43,920.58
acc5847573
107,650
63,729.42
acc7689731
0
0
0
0
6
PAYMENT
35,758.01
acc7388318
206,419
170,660.99
acc7856707
0
0
0
0
6
PAYMENT
17,896.02
acc1611742
7,919
0
acc5658490
0
0
0
0
6
PAYMENT
8,800.31
acc2444662
21,772
12,971.69
acc8282532
0
0
0
0
6
PAYMENT
552.85
acc2119771
12,971.69
12,418.84
acc2975710
0
0
0
0
6
PAYMENT
3,952.88
acc7397510
15,077
11,124.12
acc7032871
0
0
0
0
6
PAYMENT
2,855.16
acc8768991
11,124.12
8,268.96
acc4670940
0
0
0
0
6
PAYMENT
7,371.23
acc543475
11,451
4,079.77
acc9055551
0
0
0
0
6
PAYMENT
13,080.98
acc6879087
60,237
47,156.02
acc2534227
0
0
0
0
6
PAYMENT
3,799.78
acc6255723
47,156.02
43,356.24
acc8964050
0
0
0
0
6
PAYMENT
2,563.99
acc1615286
160,969.36
158,405.36
acc7808456
0
0
0
0
6
CASH_OUT
98,177.84
acc4857186
158,405.36
60,227.53
acc5057482
172,958.83
17,168.74
0
0
6
CASH_OUT
18,923.09
acc4000197
60,227.53
41,304.43
acc3325282
82,399.46
11,058.04
0
0
6
PAYMENT
25,484.25
acc1946923
542,944
517,459.75
acc1011034
0
0
0
0
6
PAYMENT
5,998.69
acc5207674
79,830
73,831.31
acc5533427
0
0
0
0
6
PAYMENT
26,255.27
acc8957783
65,848
39,592.73
acc3261739
0
0
0
0
6
CASH_OUT
142,268.91
acc5765332
39,592.73
0
acc6919254
6,762,339.4
6,760,548.76
0
0
6
PAYMENT
9,087.23
acc5056449
15,846
6,758.77
acc3252606
0
0
0
0
6
TRANSFER
165,969.93
acc5437936
102,655
0
acc5399542
140,243.54
306,213.48
0
0
6
PAYMENT
2,769.89
acc7200975
7,765
4,995.11
acc3269036
0
0
0
0
6
PAYMENT
6,202.41
acc4190490
40,208
34,005.59
acc6930347
0
0
0
0
6
PAYMENT
13,276.84
acc2325699
62,018
48,741.16
acc4378235
0
0
0
0
6
PAYMENT
15,770.62
acc6785972
11,116
0
acc4306524
0
0
0
0
6
PAYMENT
1,653.29
acc682526
0
0
acc5361813
0
0
0
0
6
PAYMENT
18,661.6
acc6770869
0
0
acc4578649
0
0
0
0
6
PAYMENT
15,353.55
acc8285030
11,645
0
acc46979
0
0
0
0
6
PAYMENT
6,205.29
acc542193
34,204
27,998.71
acc2165916
0
0
0
0
6
PAYMENT
14,845.9
acc6648217
62,808
47,962.1
acc4514416
0
0
0
0
6
PAYMENT
7,569.28
acc6769158
47,962.1
40,392.82
acc1449591
0
0
0
0
6
PAYMENT
24,755.75
acc4620303
25,058
302.25
acc379770
0
0
0
0
6
PAYMENT
6,574.18
acc6298653
687
0
acc5220965
0
0
0
0
6
CASH_OUT
244,750.95
acc4979213
0
0
acc8225525
2,070,599.54
2,315,350.49
0
0
6
PAYMENT
14,956.56
acc3586533
60,268
45,311.44
acc3016176
0
0
0
0
6
CASH_OUT
185,379.97
acc2341559
45,311.44
0
acc3416753
9,378,046.12
9,563,426.09
0
0
6
CASH_OUT
68,264.98
acc435755
0
0
acc7830434
166,742.65
536,621.22
0
0
6
CASH_OUT
9,536.43
acc5414679
0
0
acc9055683
45,129.71
54,666.14
0
0
6
CASH_OUT
643,767.43
acc1961895
0
0
acc1987148
10,946,411.29
11,919,932.15
0
0
6
CASH_OUT
482,542.82
acc2956800
0
0
acc697882
15,050,428.75
15,944,428.35
0
0
6
CASH_OUT
54,095.79
acc5966346
0
0
acc8650809
676,346.01
629,441.42
0
0
6
CASH_OUT
248,408.34
acc6626329
0
0
acc3799227
320,218.78
295,284.85
0
0
6
CASH_OUT
18,979.27
acc1788366
0
0
acc1656208
28,941.95
47,921.23
0
0
6
CASH_OUT
49,996.07
acc2863884
0
0
acc7830434
235,007.63
536,621.22
0
0
6
CASH_OUT
2,657.5
acc1195545
0
0
acc6211579
60,314.73
62,972.23
0
0
6
CASH_OUT
547,597.44
acc6522403
0
0
acc5143533
693,368.35
1,515,372.59
0
0
6
CASH_OUT
86,520.54
acc5928312
0
0
acc761737
138,323.94
0
0
0
6
PAYMENT
2,642.23
acc8105391
14,485.1
11,842.88
acc5368720
0
0
0
0
6
PAYMENT
10,070.84
acc6419658
11,842.88
1,772.04
acc1032423
0
0
0
0
6
TRANSFER
248,826.61
acc7708911
40,526
0
acc6001397
0
215,582.32
0
0
6
TRANSFER
182,524.92
acc3142946
66,362
0
acc3392431
0
182,524.92
0
0
6
PAYMENT
16,791.74
acc3532187
417
0
acc1746520
0
0
0
0
6
PAYMENT
5,105.25
acc81644
6,224.99
1,119.74
acc4945644
0
0
0
0
6
PAYMENT
13,688.99
acc6603310
1,119.74
0
acc470836
0
0
0
0
6
PAYMENT
5,972.35
acc8623513
0
0
acc6198392
0
0
0
0
6
PAYMENT
7,669.22
acc2531498
0
0
acc6172919
0
0
0
0
6
PAYMENT
5,791.67
acc6474577
0
0
acc4291761
0
0
0
0
6
PAYMENT
16,600.63
acc1249323
0
0
acc3719316
0
0
0
0
6
PAYMENT
2,792.6
acc3721727
0
0
acc6868278
0
0
0
0
6
PAYMENT
17,555.4
acc5365893
0
0
acc5025763
0
0
0
0
6
PAYMENT
4,560.11
acc5370445
0
0
acc6844222
0
0
0
0
6
PAYMENT
8,016.07
acc8227604
228,776
220,759.93
acc5925031
0
0
0
0
6
PAYMENT
2,273.94
acc1141508
7,975.05
5,701.12
acc4594398
0
0
0
0
6
PAYMENT
7,588.58
acc6115060
5,701.12
0
acc8093102
0
0
0
0
6
PAYMENT
11,758.27
acc6510844
112,061
100,302.73
acc5565176
0
0
0
0
6
PAYMENT
22,688.2
acc7216678
426
0
acc8360818
0
0
0
0
6
PAYMENT
2,908.53
acc590702
11,628
8,719.47
acc6344995
0
0
0
0
6
PAYMENT
7,897.18
acc45599
9,069
1,171.82
acc3629943
0
0
0
0
6
PAYMENT
22,344.15
acc7126202
14,143
0
acc1890707
0
0
0
0
6
CASH_IN
318,009.92
acc5122798
206,609
524,618.92
acc7086856
5,153,348.66
4,766,045.33
0
0