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
20,563.52
acc971991
9,437.19
0
acc7347300
0
0
0
0
5
PAYMENT
15,330.96
acc1384362
0
0
acc5312325
0
0
0
0
5
PAYMENT
5,435.76
acc1140957
0
0
acc5220890
0
0
0
0
5
PAYMENT
9,144.91
acc5170238
0
0
acc2762560
0
0
0
0
5
PAYMENT
655.16
acc3491044
0
0
acc6812100
0
0
0
0
5
PAYMENT
49.61
acc8955518
0
0
acc1747073
0
0
0
0
5
PAYMENT
28,765.49
acc2804376
0
0
acc6905878
0
0
0
0
5
PAYMENT
42,355.9
acc2326338
0
0
acc4937118
0
0
0
0
5
PAYMENT
1,119.39
acc6880376
0
0
acc4067197
0
0
0
0
5
PAYMENT
32,593.48
acc227145
0
0
acc480862
0
0
0
0
5
PAYMENT
4,121.51
acc279798
0
0
acc7399746
0
0
0
0
5
PAYMENT
16,741.22
acc5532521
0
0
acc713334
0
0
0
0
5
PAYMENT
1,220.13
acc4969998
0
0
acc7796310
0
0
0
0
5
PAYMENT
12,702.69
acc7525370
0
0
acc8423513
0
0
0
0
5
PAYMENT
4,187.93
acc4819333
29,903
25,715.07
acc171297
0
0
0
0
5
PAYMENT
4,021.67
acc1717609
12,760
8,738.33
acc4268453
0
0
0
0
5
PAYMENT
290.66
acc7432801
8,738.33
8,447.67
acc5381242
0
0
0
0
5
PAYMENT
5,290.34
acc6340000
64,721
59,430.66
acc6035633
0
0
0
0
5
PAYMENT
3,445.14
acc3572494
283,795.44
280,350.31
acc3901320
0
0
0
0
5
PAYMENT
17,975.9
acc3673551
280,350.31
262,374.4
acc3865491
0
0
0
0
5
PAYMENT
4,177.38
acc2625511
12,075
7,897.62
acc3536247
0
0
0
0
5
PAYMENT
530.4
acc6366745
225,668.11
225,137.71
acc7362790
0
0
0
0
5
PAYMENT
35,994.44
acc1247726
225,137.71
189,143.27
acc8635830
0
0
0
0
5
PAYMENT
16,184.43
acc653090
189,143.27
172,958.83
acc8911463
0
0
0
0
5
PAYMENT
5,909.55
acc5103561
575
0
acc2550244
0
0
0
0
5
PAYMENT
5,379.76
acc5163882
1,593
0
acc147840
0
0
0
0
5
PAYMENT
3,592.05
acc143293
46,686
43,093.95
acc8887095
0
0
0
0
5
PAYMENT
7,643.08
acc2299480
4,317
0
acc1280260
0
0
0
0
5
PAYMENT
2,098.34
acc3042452
20,145
18,046.66
acc756350
0
0
0
0
5
PAYMENT
5,278.65
acc2855825
50
0
acc188681
0
0
0
0
5
PAYMENT
3,674.62
acc3260088
50,392
46,717.38
acc4935459
0
0
0
0
5
PAYMENT
4.36
acc4339960
9,203
9,198.64
acc1909076
0
0
0
0
5
PAYMENT
1,460.16
acc2840656
236,166
234,705.84
acc7971987
0
0
0
0
5
PAYMENT
6,130.56
acc4809108
59,652.28
53,521.71
acc3439265
0
0
0
0
5
PAYMENT
7,006.43
acc2234007
53,521.71
46,515.29
acc417637
0
0
0
0
5
PAYMENT
5,379.9
acc1540788
6,326
946.1
acc2829621
0
0
0
0
5
PAYMENT
3,549.66
acc799564
20,228
16,678.34
acc3212256
0
0
0
0
5
DEBIT
543.21
acc5149672
201,465
200,921.79
acc6672810
11,038
11,581.21
0
0
5
PAYMENT
5,073.8
acc7156252
20,057
14,983.2
acc4902405
0
0
0
0
5
PAYMENT
2,808.11
acc7152344
20,927
18,118.89
acc2890715
0
0
0
0
5
PAYMENT
1,292.63
acc4509696
21,109
19,816.37
acc2806188
0
0
0
0
5
PAYMENT
5,172.58
acc6521154
20,368
15,195.42
acc4867110
0
0
0
0
5
PAYMENT
26,891.86
acc8974906
15,195.42
0
acc172640
0
0
0
0
5
PAYMENT
7,796.39
acc2663314
786
0
acc3728360
0
0
0
0
5
PAYMENT
2,588.64
acc688940
20,961.01
18,372.38
acc6999459
0
0
0
0
5
PAYMENT
6,507.26
acc6160503
18,372.38
11,865.12
acc4844778
0
0
0
0
5
PAYMENT
3,600.19
acc8214111
46,451
42,850.81
acc5143941
0
0
0
0
5
PAYMENT
1,282.59
acc8087894
57,861
56,578.41
acc5111766
0
0
0
0
5
TRANSFER
40,975.4
acc5620869
51,859
10,883.6
acc5703636
0
43,040.57
0
0
5
PAYMENT
1,481.02
acc787956
184
0
acc4374494
0
0
0
0
5
PAYMENT
650.48
acc5557539
116,402
115,751.52
acc5205860
0
0
0
0
5
PAYMENT
972.33
acc3408203
118
0
acc203609
0
0
0
0
5
PAYMENT
583.01
acc3084959
45,660
45,076.99
acc523158
0
0
0
0
5
TRANSFER
169,448.37
acc6093522
10,282
0
acc3986949
66,548.75
235,997.12
0
0
5
PAYMENT
3,992.52
acc1107816
204,038
200,045.48
acc1706409
0
0
0
0
5
PAYMENT
8,169.21
acc7724869
260,173
252,003.79
acc59490
0
0
0
0
5
PAYMENT
4,379.13
acc4291375
7,050
2,670.87
acc60200
0
0
0
0
5
PAYMENT
1,130.38
acc4231057
245,979
244,848.62
acc1701104
0
0
0
0
5
PAYMENT
9,231.24
acc6626048
244,848.62
235,617.37
acc2426933
0
0
0
0
5
PAYMENT
1,859.1
acc6308268
115,860
114,000.9
acc7118253
0
0
0
0
5
PAYMENT
1,948.6
acc7009377
441
0
acc1869645
0
0
0
0
5
PAYMENT
4,727.31
acc5692387
21,043
16,315.69
acc6969442
0
0
0
0
5
CASH_OUT
142,634.17
acc3720165
16,315.69
0
acc8650809
286,841.74
609,485.61
0
0
5
PAYMENT
1,123.06
acc2223155
45,638
44,514.94
acc4782069
0
0
0
0
5
PAYMENT
1,550.75
acc9009248
91,303
89,752.25
acc2453364
0
0
0
0
5
DEBIT
2,503.29
acc1936266
202,248
199,744.71
acc4188747
2,806,052.44
2,808,555.73
0
0
5
TRANSFER
71,741.21
acc987479
367,623
295,881.79
acc6601
1,540.44
73,281.65
0
0
5
PAYMENT
1,627.82
acc5812627
44,167
42,539.18
acc8641117
0
0
0
0
5
PAYMENT
3,263.86
acc3338207
11,811
8,547.14
acc3168201
0
0
0
0
5
PAYMENT
2,283.56
acc7101560
19,867
17,583.44
acc8218640
0
0
0
0
5
PAYMENT
5,188.61
acc6184714
20,721
15,532.39
acc5747869
0
0
0
0
5
DEBIT
700.89
acc7274564
20,814
20,113.11
acc6761316
455,303.33
181,733.94
0
0
5
PAYMENT
10,940.74
acc5427208
325,453
314,512.26
acc6319869
0
0
0
0
5
TRANSFER
43,479.45
acc1667461
11,582
0
acc2123864
51,513.44
97,322.02
0
0
5
PAYMENT
3,509.48
acc221248
30,578
27,068.52
acc1403258
0
0
0
0
5
PAYMENT
2,466.6
acc6109814
133,437
130,970.4
acc1117598
0
0
0
0
5
PAYMENT
1,871.25
acc8691497
25,474
23,602.75
acc6533089
0
0
0
0
5
PAYMENT
2,224.36
acc4685557
35,609
33,384.64
acc320276
0
0
0
0
5
PAYMENT
1,315.93
acc6131655
10,749
9,433.07
acc7722845
0
0
0
0
5
DEBIT
1,831.16
acc1372685
14,025
12,193.84
acc7622631
3,522.9
5,354.06
0
0
5
DEBIT
2,329.14
acc2501542
26,958
24,628.86
acc2123864
94,992.89
97,322.02
0
0
5
PAYMENT
1,319.42
acc2249345
5,056
3,736.58
acc7285999
0
0
0
0
5
PAYMENT
518.1
acc8876732
2,774
2,255.9
acc9029324
0
0
0
0
5
PAYMENT
494.64
acc9032305
2,255.9
1,761.25
acc6457592
0
0
0
0
5
PAYMENT
7,873.13
acc3878927
20,212
12,338.87
acc2473087
0
0
0
0
5
PAYMENT
4,510.15
acc5595745
15,966
11,455.85
acc7196228
0
0
0
0
5
PAYMENT
4,426.72
acc8550937
11,834
7,407.28
acc6818150
0
0
0
0
5
PAYMENT
3,003.85
acc3115448
24,000
20,996.15
acc2890631
0
0
0
0
5
TRANSFER
179,651.4
acc3288942
58,395.9
0
acc7740825
0
179,651.4
0
0
5
PAYMENT
18,067.41
acc2441069
0
0
acc4916374
0
0
0
0
5
PAYMENT
5,666.41
acc5525451
11,446
5,779.59
acc4301673
0
0
0
0
5
PAYMENT
7,496.64
acc1539502
5,779.59
0
acc4838242
0
0
0
0
5
PAYMENT
6,902.52
acc3245353
206,572
199,669.48
acc5391101
0
0
0
0
5
PAYMENT
6,351.38
acc1389065
7,825
1,473.62
acc4159959
0
0
0
0
5
PAYMENT
187.48
acc9029363
6,132
5,944.52
acc6098491
0
0
0
0
5
PAYMENT
774.62
acc2250433
157,645
156,870.38
acc1785604
0
0
0
0
5
PAYMENT
16,475.34
acc663080
156,870.38
140,395.04
acc8271952
0
0
0
0
5
PAYMENT
10,576.89
acc6069141
140,395.04
129,818.15
acc5896406
0
0
0
0
5
PAYMENT
1,553.21
acc8507011
129,818.15
128,264.94
acc4600709
0
0
0
0
5
PAYMENT
3,508.93
acc90422
51,108
47,599.07
acc2372999
0
0
0
0