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
CASH_IN
132,540.87
acc6678596
38,203.34
170,744.21
acc5666834
507,973.21
84,916.82
0
0
1
CASH_IN
170,914.25
acc3779696
170,744.21
341,658.45
acc3394359
196,149
25,234.75
0
0
1
CASH_IN
17,487.62
acc3416367
341,658.45
359,146.07
acc1429843
1,108,719.01
483,173.63
0
0
1
CASH_IN
230,892.79
acc8267719
359,146.07
590,038.87
acc7860097
5,602,234.95
5,729,799.14
0
0
1
CASH_IN
734,657.1
acc5175782
590,038.87
1,324,695.96
acc7610359
1,525,633.67
138,395.49
0
0
1
CASH_IN
452,932.69
acc3115435
1,324,695.96
1,777,628.65
acc379340
3,741,088.83
3,726,770.23
0
0
1
CASH_IN
70,299.66
acc3363981
1,777,628.65
1,847,928.31
acc5280099
701,828.25
45,982.28
0
0
1
CASH_IN
245,679.75
acc133300
1,847,928.31
2,093,608.06
acc5630136
555,490.45
877,201.48
0
0
1
CASH_IN
300,768.79
acc8405733
2,093,608.06
2,394,376.85
acc7622631
458,058.36
147,251.58
0
0
1
CASH_IN
90,697.75
acc5421380
2,394,376.85
2,485,074.59
acc7086856
4,891,090.56
4,629,353.77
0
0
1
CASH_IN
130,280.74
acc578147
2,485,074.59
2,615,355.34
acc1987148
10,878,600.55
10,155,564.02
0
0
1
CASH_IN
72,984.81
acc1255033
2,615,355.34
2,688,340.14
acc8658101
1,254,956.07
1,070,702.75
0
0
1
CASH_IN
336,230.03
acc2264161
2,688,340.14
3,024,570.17
acc483537
537,334.66
90,450.54
0
0
1
CASH_IN
75,162.99
acc6670764
3,024,570.17
3,099,733.16
acc6526214
353,532.56
53,743.06
0
0
1
CASH_IN
147,987.48
acc4478574
3,099,733.16
3,247,720.64
acc4921631
235,238.66
87,251.18
0
0
1
CASH_IN
76,305.39
acc1617045
3,247,720.64
3,324,026.03
acc5008021
601,898.44
792,325.38
0
0
1
CASH_IN
18,194.34
acc7804016
3,324,026.03
3,342,220.38
acc6526214
278,369.57
53,743.06
0
0
1
CASH_IN
68,931.2
acc6674464
3,342,220.38
3,411,151.57
acc7957921
79,933
0
0
0
1
CASH_IN
231,460.09
acc2893512
3,411,151.57
3,642,611.66
acc1987148
10,748,319.81
10,155,564.02
0
0
1
CASH_IN
156,316.71
acc5274790
3,642,611.66
3,798,928.38
acc4074167
269,880
0
0
0
1
CASH_IN
232,720.95
acc8584261
3,798,928.38
4,031,649.33
acc7763346
1,789,755.77
1,155,321.27
0
0
1
CASH_IN
18,536.86
acc8082892
4,031,649.33
4,050,186.19
acc6842734
303,464
0
0
0
1
CASH_IN
89,380.43
acc5998516
4,050,186.19
4,139,566.62
acc7732982
221,328
58,638.78
0
0
1
CASH_IN
568,912.68
acc1279727
4,139,566.62
4,708,479.3
acc4925905
1,015,132.48
1,097,218.45
0
0
1
PAYMENT
3,351.14
acc3645096
1,370.51
0
acc8360349
0
0
0
0
1
PAYMENT
4,564.51
acc5589292
0
0
acc2233480
0
0
0
0
1
PAYMENT
3,050.39
acc4015123
0
0
acc2114476
0
0
0
0
1
PAYMENT
942.95
acc1652798
0
0
acc630118
0
0
0
0
1
PAYMENT
121.27
acc6230105
0
0
acc5240730
0
0
0
0
1
PAYMENT
3,798.36
acc4192047
0
0
acc500985
0
0
0
0
1
PAYMENT
2,246.11
acc6308486
0
0
acc7134846
0
0
0
0
1
PAYMENT
1,217.83
acc5546564
0
0
acc7432117
0
0
0
0
1
PAYMENT
1,285.77
acc2701174
0
0
acc2782373
0
0
0
0
1
PAYMENT
25,767.46
acc2654737
0
0
acc1495794
0
0
0
0
1
PAYMENT
6,054.6
acc2715838
0
0
acc8855784
0
0
0
0
1
PAYMENT
1,816.52
acc1130898
0
0
acc1854411
0
0
0
0
1
PAYMENT
5,171.22
acc4135236
0
0
acc6915956
0
0
0
0
1
PAYMENT
1,566.11
acc5036407
0
0
acc5188422
0
0
0
0
1
PAYMENT
7,014.89
acc4310830
0
0
acc8196787
0
0
0
0
1
PAYMENT
3,858.3
acc6581602
0
0
acc6870556
0
0
0
0
1
PAYMENT
27,018.5
acc6580992
0
0
acc3841195
0
0
0
0
1
PAYMENT
2,879.51
acc8840332
0
0
acc4785842
0
0
0
0
1
PAYMENT
18,975.26
acc1205833
0
0
acc527814
0
0
0
0
1
PAYMENT
3,056.61
acc1204141
0
0
acc5291656
0
0
0
0
1
PAYMENT
798.26
acc8244030
26,149
25,350.74
acc6188912
0
0
0
0
1
PAYMENT
2,807.18
acc4805603
463,883
461,075.82
acc6381098
0
0
0
0
1
PAYMENT
2,746.12
acc4813797
51,443
48,696.88
acc7964100
0
0
0
0
1
PAYMENT
5,256.18
acc8132885
10,136
4,879.82
acc5446811
0
0
0
0
1
PAYMENT
2,153.73
acc490217
15,409
13,255.27
acc1293821
0
0
0
0
1
PAYMENT
4,378.75
acc8021304
10,951
6,572.25
acc5049969
0
0
0
0
1
PAYMENT
16,910.42
acc1825270
45,142
28,231.58
acc3344178
0
0
0
0
1
PAYMENT
4,195.41
acc4278467
15,204
11,008.59
acc4666178
0
0
0
0
1
CASH_OUT
247,199.96
acc8394692
144,742
0
acc7739610
40,348.79
82,846.67
0
0
1
PAYMENT
2,505.99
acc7087121
1,476
0
acc2694731
0
0
0
0
1
PAYMENT
5,986.18
acc5865522
470
0
acc2540582
0
0
0
0
1
PAYMENT
6,794.37
acc985859
0
0
acc4199577
0
0
0
0
1
PAYMENT
5,029.67
acc1991132
0
0
acc4288848
0
0
0
0
1
PAYMENT
4,489.66
acc8299690
601,273
596,783.34
acc8127700
0
0
0
0
1
PAYMENT
5,193.39
acc3990199
32,456
27,262.61
acc2147533
0
0
0
0
1
DEBIT
4,188.03
acc2255795
8,765
4,576.97
acc2134383
16,097.76
20,285.79
0
0
1
PAYMENT
4,975.75
acc876632
2,415.16
0
acc1856207
0
0
0
0
1
TRANSFER
91,424.21
acc4594503
0
0
acc2016304
154,845
0
0
0
1
PAYMENT
1,780.48
acc3560836
26,010
24,229.52
acc8090594
0
0
0
0
1
PAYMENT
2,211.92
acc624910
105,680
103,468.08
acc5334358
0
0
0
0
1
PAYMENT
9,245.27
acc8200291
41,512
32,266.73
acc2138876
0
0
0
0
1
CASH_IN
9,467.87
acc1640148
6,071
15,538.87
acc8301406
0
0
0
0
1
CASH_OUT
519,973.96
acc7804272
121
0
acc7723080
0
135,715.81
0
0
1
PAYMENT
7,071.42
acc8119166
37,203.61
30,132.19
acc4888493
0
0
0
0
1
CASH_OUT
166,808.69
acc5645657
30,132.19
0
acc6615832
318,637.36
267,912.2
0
0
1
PAYMENT
7,852.4
acc296689
21,367
13,514.6
acc6056373
0
0
0
0
1
PAYMENT
4,453.49
acc2528292
36,992
32,538.51
acc5355326
0
0
0
0
1
PAYMENT
1,880.05
acc3904358
20,028
18,147.95
acc2710848
0
0
0
0
1
DEBIT
8,607.73
acc7231245
69,674
61,066.27
acc8117224
334,656.69
176,131.8
0
0
1
PAYMENT
5,111.72
acc8479289
57,643.02
52,531.3
acc8422235
0
0
0
0
1
PAYMENT
232.74
acc4054295
52,531.3
52,298.57
acc4934370
0
0
0
0
1
DEBIT
8,326.13
acc1722446
25,675
17,348.87
acc7281697
16,727.6
25,053.73
0
0
1
PAYMENT
10,169.55
acc7748919
8,181
0
acc7050063
0
0
0
0
1
PAYMENT
4,655.03
acc1303764
165,086
160,430.97
acc2409179
0
0
0
0
1
PAYMENT
2,732.73
acc3594223
4,676
1,943.27
acc460402
0
0
0
0
1
PAYMENT
6,948.21
acc2460919
66,575.5
59,627.3
acc2768515
0
0
0
0
1
TRANSFER
92,236.11
acc1527537
59,627.3
0
acc3703516
272,537.66
86,070.17
0
0
1
TRANSFER
104,267.94
acc1448684
0
0
acc7831855
189,534.74
352,750.76
0
0
1
TRANSFER
176,127.45
acc6758139
0
0
acc7755811
407,298.23
61,151.23
0
0
1
TRANSFER
94,087.34
acc876834
0
0
acc6919254
2,905,646.78
2,906,551.06
0
0
1
TRANSFER
172,867.65
acc3334896
0
0
acc4552681
698,572
330,085.6
0
0
1
TRANSFER
277,611.59
acc7389685
0
0
acc5630136
309,810.71
877,201.48
0
0
1
TRANSFER
1,755,646.72
acc131285
0
0
acc5114175
2,719,172.89
4,410,975.57
0
0
1
TRANSFER
2,441,078.3
acc8447342
0
0
acc7334138
8,996,943.02
10,695,480.59
0
0
1
TRANSFER
1,147,953.82
acc3662408
0
0
acc4749645
4,708,479.3
5,579,568.65
0
0
1
TRANSFER
395,709.23
acc5263298
0
0
acc4925905
446,219.81
1,097,218.45
0
0
1
TRANSFER
168,001.93
acc7243467
0
0
acc6646647
266,267.36
469,207.53
0
0
1
TRANSFER
2,032,275.62
acc7062562
0
0
acc8191498
3,420,103.09
5,056,707.37
0
0
1
TRANSFER
44,944.32
acc2215930
0
0
acc1725392
55,414
100,358.32
0
0
1
TRANSFER
957,339.52
acc915015
0
0
acc8265284
5,652,327.61
6,609,667.12
0
0
1
TRANSFER
459,709.79
acc3081121
0
0
acc8572265
710,039.06
11,073,556.18
0
0
1
TRANSFER
637,758.38
acc6244529
0
0
acc8658101
1,181,971.26
1,070,702.75
0
0
1
DEBIT
525.22
acc3818828
10,229
9,703.78
acc691477
1,003
1,528.22
0
0
1
PAYMENT
3,847.27
acc4096699
36,757.68
32,910.4
acc4867330
0
0
0
0
1
PAYMENT
14,126.82
acc6921963
32,910.4
18,783.58
acc5692845
0
0
0
0
1
PAYMENT
5,478.51
acc7660764
4,228
0
acc1855080
0
0
0
0