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
3
CASH_IN
10,407.19
acc7438209
11,227.07
21,634.26
acc6000467
8,573,903.71
7,928,126.25
0
0
3
CASH_IN
342,249.43
acc8445145
21,634.26
363,883.69
acc5008021
792,325.38
50,942.42
0
0
3
CASH_IN
323,385.62
acc6311879
363,883.69
687,269.31
acc1421560
16,268,980.09
15,945,594.47
0
0
3
CASH_IN
116,555.35
acc5503437
687,269.31
803,824.66
acc5473720
126,632.21
10,076.87
0
0
3
CASH_IN
347,969.28
acc5206963
803,824.66
1,151,793.94
acc5684798
1,920,811.16
1,572,841.87
0
0
3
CASH_IN
133,240.9
acc3200975
1,151,793.94
1,285,034.84
acc3416753
9,804,055.57
9,670,814.67
0
0
3
CASH_IN
344,106.28
acc8679500
1,285,034.84
1,629,141.12
acc8188463
3,496,462.74
2,943,614.6
0
0
3
CASH_IN
279,322.88
acc3187998
1,629,141.12
1,908,464
acc4749645
6,071,458.76
5,792,135.89
0
0
3
CASH_IN
113,390.81
acc8735617
1,908,464
2,021,854.81
acc1217523
2,599,308.82
2,485,918.01
0
0
3
CASH_IN
205,235.12
acc5450678
2,021,854.81
2,227,089.93
acc6615832
331,092.4
125,857.29
0
0
3
CASH_IN
415,046.18
acc6110145
2,227,089.93
2,642,136.11
acc6646647
685,156.96
270,110.78
0
0
3
CASH_IN
201,744.79
acc2213535
2,642,136.11
2,843,880.9
acc7152369
2,160,866.07
1,982,491.06
0
0
3
CASH_IN
1,252.3
acc2363616
2,843,880.9
2,845,133.2
acc6993564
145,455.99
144,203.7
0
0
3
CASH_IN
24,686.64
acc6658169
2,845,133.2
2,869,819.84
acc7152167
36,443.85
11,757.21
0
0
3
CASH_IN
241,498.78
acc1342503
2,869,819.84
3,111,318.61
acc2106348
3,032,017.16
2,560,556.45
0
0
3
CASH_IN
399,133.53
acc7993688
3,111,318.61
3,510,452.14
acc5008021
450,075.95
50,942.42
0
0
3
CASH_IN
99,252.4
acc4112329
3,510,452.14
3,609,704.54
acc2203171
430,778.28
331,525.89
0
0
3
CASH_IN
173,366.75
acc530620
3,609,704.54
3,783,071.29
acc8542992
180,983.48
7,616.73
0
0
3
CASH_IN
46,505.13
acc6547954
3,783,071.29
3,829,576.42
acc8834176
224,705.73
178,200.6
0
0
3
CASH_IN
229,961.93
acc5989061
3,829,576.42
4,059,538.35
acc2106348
2,790,518.38
2,560,556.45
0
0
3
CASH_IN
344,337.25
acc1552633
4,059,538.35
4,403,875.6
acc5471629
18,122,628.7
17,778,291.45
0
0
3
CASH_IN
81,874.56
acc8979576
4,403,875.6
4,485,750.16
acc5143533
1,259,045.81
1,177,171.25
0
0
3
CASH_IN
54,663.15
acc7089251
4,485,750.16
4,540,413.31
acc7830434
471,244.99
416,581.85
0
0
3
CASH_IN
33,672.18
acc638810
4,540,413.31
4,574,085.49
acc7739610
82,846.67
49,174.49
0
0
3
CASH_IN
23,641.67
acc4998912
4,574,085.49
4,597,727.16
acc5091427
308,871.37
285,229.7
0
0
3
CASH_IN
99,657.13
acc7938584
4,597,727.16
4,697,384.29
acc1987148
11,256,993.38
11,157,336.25
0
0
3
CASH_IN
79,516.07
acc7297830
4,697,384.29
4,697,384.29
acc1411613
4,697,384.29
6,349,066.6
0
0
3
CASH_IN
210,501.76
acc1094623
4,697,384.29
4,907,886.05
acc3986949
277,050.51
66,548.75
0
0
3
CASH_IN
22,608.48
acc8916888
4,907,886.05
4,930,494.53
acc6275408
125,556.04
102,947.56
0
0
3
CASH_IN
235,189.62
acc7209075
4,930,494.53
5,165,684.15
acc8191498
4,685,929.87
4,450,740.26
0
0
3
CASH_IN
162,183.14
acc2126183
5,165,684.15
5,327,867.28
acc535694
1,540,753.5
1,378,570.36
0
0
3
CASH_IN
635,370.28
acc3952556
5,327,867.28
5,963,237.56
acc6000467
8,563,496.52
7,928,126.25
0
0
3
CASH_IN
177,087.19
acc8334847
5,963,237.56
6,140,324.75
acc6919254
6,412,853.73
6,235,766.54
0
0
3
CASH_IN
208,741.85
acc7990504
6,140,324.75
6,349,066.6
acc8188463
3,152,356.46
2,943,614.6
0
0
3
PAYMENT
3,627.99
acc7790942
22,828
19,200.01
acc2934453
0
0
0
0
3
CASH_OUT
44,921.54
acc6761798
19,200.01
0
acc5428987
80,305.45
125,226.99
0
0
3
PAYMENT
1,972.03
acc500553
11,264
9,291.97
acc7184849
0
0
0
0
3
PAYMENT
5,521.09
acc6018931
134,586
129,064.91
acc6044088
0
0
0
0
3
PAYMENT
14,796.83
acc3003841
253,246.63
238,449.79
acc6406446
0
0
0
0
3
CASH_OUT
23,369.78
acc4177101
238,449.79
215,080.02
acc7152369
1,959,121.29
1,982,491.06
0
0
3
CASH_OUT
120,223.34
acc2417681
19,822
0
acc306493
15,326.3
135,549.64
0
0
3
PAYMENT
1,695.2
acc3442240
227
0
acc7523884
0
0
0
0
3
PAYMENT
2,620.17
acc1416781
10,931.74
8,311.57
acc8834555
0
0
0
0
3
CASH_OUT
72,791.13
acc7155572
8,311.57
0
acc6199892
282,014.16
354,805.29
0
0
3
PAYMENT
5,153.28
acc600886
30,246
25,092.72
acc8613707
0
0
0
0
3
PAYMENT
11,304.29
acc7438715
31,328
20,023.71
acc5244064
0
0
0
0
3
CASH_OUT
48,267.2
acc4339331
20,023.71
0
acc8110777
63,728.76
111,995.96
0
0
3
PAYMENT
11,688.59
acc2799724
1,081
0
acc6731211
0
0
0
0
3
PAYMENT
3,825.07
acc8452173
138
0
acc142001
0
0
0
0
3
PAYMENT
1,290.28
acc8315040
1,319
28.72
acc7872673
0
0
0
0
3
PAYMENT
14,267.79
acc5422490
61,630
47,362.21
acc4434605
0
0
0
0
3
DEBIT
6,901.26
acc2711848
11,382
4,480.74
acc8715277
14,210.92
21,112.18
0
0
3
PAYMENT
4,407.34
acc6659517
4,480.74
73.39
acc3055438
0
0
0
0
3
PAYMENT
5,466.9
acc1964654
11,253
5,786.1
acc4950462
0
0
0
0
3
PAYMENT
22,256.72
acc817989
58,877.26
36,620.54
acc270416
0
0
0
0
3
PAYMENT
213.35
acc587492
36,620.54
36,407.19
acc2804048
0
0
0
0
3
PAYMENT
36,228.33
acc3245218
1,409
0
acc5395956
0
0
0
0
3
PAYMENT
6,039.09
acc8395493
0
0
acc7159576
0
0
0
0
3
PAYMENT
8,777.15
acc2120175
0
0
acc8261034
0
0
0
0
3
PAYMENT
23,087.59
acc5607381
0
0
acc7212403
0
0
0
0
3
PAYMENT
13,653.91
acc5152452
0
0
acc3873636
0
0
0
0
3
PAYMENT
16,697.62
acc1375186
0
0
acc7411262
0
0
0
0
3
PAYMENT
33,149.43
acc7741551
0
0
acc1913313
0
0
0
0
3
PAYMENT
4,693.35
acc3873490
0
0
acc3864233
0
0
0
0
3
PAYMENT
40,550.78
acc3153349
0
0
acc8926020
0
0
0
0
3
PAYMENT
8,216.42
acc953613
0
0
acc4705415
0
0
0
0
3
PAYMENT
7,899.89
acc6941012
0
0
acc5963478
0
0
0
0
3
PAYMENT
4,155.21
acc8028640
0
0
acc3001859
0
0
0
0
3
PAYMENT
4,530.34
acc2497685
0
0
acc1713500
0
0
0
0
3
PAYMENT
5,356.63
acc1019311
0
0
acc5096423
0
0
0
0
3
PAYMENT
7,531.23
acc7452785
0
0
acc6479452
0
0
0
0
3
PAYMENT
14,251.38
acc7894231
0
0
acc6859794
0
0
0
0
3
PAYMENT
6,699.52
acc2418467
0
0
acc1518567
0
0
0
0
3
PAYMENT
23,440.57
acc8556920
0
0
acc2651540
0
0
0
0
3
PAYMENT
6,655.88
acc7931508
0
0
acc5165439
0
0
0
0
3
PAYMENT
16,881.67
acc2470239
0
0
acc8848123
0
0
0
0
3
PAYMENT
6,335.61
acc8703939
0
0
acc1233012
0
0
0
0
3
PAYMENT
9,601.55
acc7101343
45,678
36,076.45
acc744248
0
0
0
0
3
PAYMENT
26,045.36
acc3978833
51,555
25,509.64
acc6971363
0
0
0
0
3
PAYMENT
426.96
acc2504881
75,389
74,962.04
acc8469792
0
0
0
0
3
PAYMENT
760.74
acc8184550
74,962.04
74,201.31
acc3946991
0
0
0
0
3
PAYMENT
3,222.39
acc7204788
18,340
15,117.61
acc7163005
0
0
0
0
3
DEBIT
1,806.31
acc2484391
612,597
610,790.69
acc4301064
15,859.88
17,666.19
0
0
3
PAYMENT
3,067.08
acc5737544
1,077
0
acc6735289
0
0
0
0
3
PAYMENT
12,240.34
acc5665756
551,382
539,141.66
acc4768945
0
0
0
0
3
PAYMENT
2,034.58
acc154305
26,296
24,261.42
acc9045513
0
0
0
0
3
PAYMENT
8,202.16
acc6129138
17,031.43
8,829.26
acc1295562
0
0
0
0
3
CASH_OUT
72,010.87
acc3924736
8,829.26
0
acc1656208
76,267.32
148,278.19
0
0
3
CASH_OUT
93,427.95
acc1363432
620
0
acc6646647
270,110.78
139,849.81
0
0
3
PAYMENT
7,594.11
acc2007835
50,170
42,575.89
acc5877798
0
0
0
0
3
PAYMENT
6,199.3
acc1391947
39,364
33,164.7
acc6918211
0
0
0
0
3
PAYMENT
303.62
acc3811568
30,888
30,584.38
acc4119326
0
0
0
0
3
PAYMENT
14,146.46
acc4758897
150
0
acc7329854
0
0
0
0
3
PAYMENT
991.75
acc6393137
16,919
15,927.25
acc7719997
0
0
0
0
3
PAYMENT
13,191.45
acc5686154
55,709
42,517.55
acc8247174
0
0
0
0
3
PAYMENT
2,342.29
acc3259812
42,517.55
40,175.26
acc8273860
0
0
0
0
3
DEBIT
2,262.1
acc5486014
136,931.46
134,669.36
acc8117224
14,677.26
16,939.36
0
0
3
PAYMENT
842.26
acc7071411
134,669.36
133,827.1
acc5737660
0
0
0
0
3
PAYMENT
1,558.6
acc4921392
10,937.76
9,379.15
acc4095868
0
0
0
0
3
PAYMENT
3,720.12
acc2848255
9,379.15
5,659.03
acc5864314
0
0
0
0