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
90,540.93
acc3320229
7,210,213.98
7,300,754.91
acc1542969
181,049.46
97,990.29
0
0
1
CASH_IN
109,718.72
acc4136820
7,300,754.91
7,410,473.63
acc7399869
123,504.5
17,504.47
0
0
1
CASH_IN
61,515.99
acc3583110
7,410,473.63
7,471,989.62
acc5471629
18,715,854.83
18,122,628.7
0
0
1
CASH_IN
43,478.09
acc44488
7,471,989.62
7,515,467.71
acc6743083
124,103
173,135.98
0
0
1
PAYMENT
4,541.85
acc7023874
198
0
acc7118427
0
0
0
0
1
PAYMENT
525.89
acc7207926
8,496.61
7,970.72
acc1394678
0
0
0
0
1
PAYMENT
353.62
acc3952189
7,970.72
7,617.1
acc1135232
0
0
0
0
1
PAYMENT
6,257.76
acc7033259
22,163
15,905.24
acc6943545
0
0
0
0
2
PAYMENT
1,826.81
acc8090750
24,622
22,795.19
acc1776493
0
0
0
0
2
PAYMENT
7,709.2
acc8383988
52,152
44,442.8
acc4538169
0
0
0
0
2
PAYMENT
3,023.16
acc4376905
178
0
acc7664150
0
0
0
0
2
PAYMENT
3,708.43
acc5656044
0
0
acc4929134
0
0
0
0
2
PAYMENT
8,702.16
acc1171312
20,929
12,226.84
acc2924127
0
0
0
0
2
PAYMENT
1,552.48
acc2297148
485
0
acc3521908
0
0
0
0
2
PAYMENT
5,427.59
acc8191171
6,307
879.41
acc3729800
0
0
0
0
2
PAYMENT
5,179.7
acc9070410
105,425
100,245.3
acc361395
0
0
0
0
2
PAYMENT
292.45
acc6621558
157,212
156,919.55
acc7140938
0
0
0
0
2
PAYMENT
4,424.09
acc3659910
10,691
6,266.91
acc6762680
0
0
0
0
2
PAYMENT
13,400.4
acc7695706
297,576
284,175.6
acc3003204
0
0
0
0
2
PAYMENT
10,967.1
acc575902
284,175.6
273,208.5
acc286836
0
0
0
0
2
PAYMENT
16,171.2
acc7727980
679
0
acc3057296
0
0
0
0
2
CASH_IN
171,039.04
acc2678338
19,276
190,315.04
acc7086856
4,800,392.81
4,629,353.77
0
0
2
PAYMENT
1,876.99
acc6539372
38,629
36,752.01
acc5548404
0
0
0
0
2
PAYMENT
8,053.59
acc1919014
80,291
72,237.41
acc8288424
0
0
0
0
2
PAYMENT
458.45
acc6363273
108,051
107,592.55
acc8364471
0
0
0
0
2
DEBIT
3,167.07
acc6131925
131,947.57
128,780.5
acc5630136
628,145.74
877,201.48
0
0
2
PAYMENT
6,550.89
acc7471988
128,780.5
122,229.61
acc7639009
0
0
0
0
2
PAYMENT
191.73
acc8572735
1,077
885.27
acc1731749
0
0
0
0
2
PAYMENT
14,287.64
acc8015595
885.27
0
acc3006660
0
0
0
0
2
PAYMENT
3,849.14
acc10836
20,303
16,453.86
acc5436263
0
0
0
0
2
PAYMENT
9,006.17
acc7698188
30,911
21,904.83
acc8483168
0
0
0
0
2
PAYMENT
2,876.88
acc4595382
109
0
acc7405353
0
0
0
0
2
PAYMENT
1,128.88
acc4878616
89,406
88,277.12
acc3190718
0
0
0
0
2
PAYMENT
4,089.67
acc6364614
124,579
120,489.33
acc5063512
0
0
0
0
2
PAYMENT
3,021.67
acc8604496
10,215
7,193.33
acc2191052
0
0
0
0
2
PAYMENT
5,061.75
acc4567770
21,090
16,028.25
acc1918355
0
0
0
0
2
PAYMENT
7,807.42
acc4890833
29,982
22,174.58
acc8152031
0
0
0
0
2
PAYMENT
10,684.01
acc5054
22,174.58
11,490.57
acc4438911
0
0
0
0
2
PAYMENT
6,328.21
acc4004523
9,009
2,680.79
acc1259915
0
0
0
0
2
PAYMENT
6,125.72
acc4112135
20,994
14,868.28
acc870490
0
0
0
0
2
CASH_IN
186,660.82
acc4342949
56,323.93
242,984.75
acc1371937
0
0
0
0
2
CASH_IN
168,258.14
acc8832785
242,984.75
411,242.89
acc1536208
7,515,467.71
7,416,184.79
0
0
2
CASH_IN
142,236.29
acc7086371
411,242.89
553,479.18
acc6199892
424,250.45
282,014.16
0
0
2
CASH_IN
29,488.46
acc4015840
553,479.18
582,967.64
acc5848742
3,554,299.27
3,541,578.38
0
0
2
CASH_IN
452,478.54
acc8476448
582,967.64
1,035,446.18
acc7152369
3,997,768.55
2,798,692.37
0
0
2
CASH_IN
206,432.17
acc4166078
1,035,446.18
1,241,878.36
acc6526214
260,175.23
53,743.06
0
0
2
CASH_IN
88,447.92
acc8412327
1,241,878.36
1,330,326.28
acc7334138
11,135,562.19
10,695,480.59
0
0
2
CASH_IN
68,513.25
acc5759674
1,330,326.28
1,398,839.54
acc2288737
156,315.24
8,722.97
0
0
2
CASH_IN
147,141.81
acc3082604
1,398,839.54
1,545,981.34
acc2467927
221,285.85
74,144.04
0
0
2
CASH_IN
208,973.73
acc1319012
1,545,981.34
1,754,955.07
acc6919254
2,999,734.12
2,906,551.06
0
0
2
CASH_IN
202,758.62
acc8934503
1,754,955.07
1,957,713.69
acc5280099
631,528.6
45,982.28
0
0
2
CASH_IN
305,762.25
acc3188382
1,957,713.69
1,957,713.69
acc6000467
1,957,713.69
8,813,776.61
0
0
2
CASH_IN
238,861.93
acc7872624
1,957,713.69
2,196,575.62
acc4696122
12,409,839.49
11,914,710.26
0
0
2
CASH_IN
156,534.89
acc5576978
2,196,575.62
2,353,110.51
acc24958
483,525.74
11,142.89
0
0
2
CASH_IN
255,232.66
acc5645790
2,353,110.51
2,608,343.17
acc5666834
337,842.3
84,916.82
0
0
2
CASH_IN
564,827.72
acc3361763
2,608,343.17
3,173,170.89
acc7152369
3,545,290.01
2,798,692.37
0
0
2
CASH_IN
297,037.63
acc446367
3,173,170.89
3,470,208.52
acc4328992
593,737.38
1,528,227.01
0
0
2
CASH_IN
129,909.22
acc5941587
3,470,208.52
3,600,117.74
acc2586742
1,226,096.46
0
0
0
2
CASH_IN
209,929.52
acc5176832
3,600,117.74
3,810,047.26
acc1372250
708,608.07
449,166.44
0
0
2
CASH_IN
9,023.2
acc2807001
3,810,047.26
3,819,070.46
acc2203171
1,055,997.26
1,187,114.17
0
0
2
CASH_IN
20,000.32
acc5464912
3,819,070.46
3,839,070.78
acc5604514
62,933
13,002.91
0
0
2
CASH_IN
172,485.68
acc6378069
3,839,070.78
4,011,556.46
acc6646647
434,269.29
469,207.53
0
0
2
CASH_IN
260,880.32
acc7336160
4,011,556.46
4,272,436.78
acc535694
2,468,769.87
1,923,836.34
0
0
2
CASH_IN
398,355.98
acc6814734
4,272,436.78
4,670,792.76
acc2020649
9,734,705.24
9,367,714.52
0
0
2
CASH_IN
131,637.92
acc8277105
4,670,792.76
4,802,430.68
acc7860410
199,873.79
68,235.87
0
0
2
CASH_IN
52,309.48
acc7721799
4,802,430.68
4,854,740.16
acc8026046
67,762.92
15,453.44
0
0
2
CASH_IN
46,615.49
acc7921435
4,854,740.16
4,901,355.64
acc4110076
189,611.81
75,329.4
0
0
2
CASH_IN
174,213.34
acc1490766
4,901,355.64
5,075,568.98
acc7763346
1,557,034.82
1,155,321.27
0
0
2
CASH_IN
98,104.83
acc3631211
5,075,568.98
5,173,673.81
acc6615832
487,496.88
267,912.2
0
0
2
CASH_IN
67,666.92
acc8728623
5,173,673.81
5,241,340.73
acc4110076
142,996.32
75,329.4
0
0
2
CASH_IN
177,577.58
acc1443320
5,241,340.73
5,418,918.31
acc5280099
428,769.98
45,982.28
0
0
2
CASH_IN
308,322
acc7216156
5,418,918.31
5,727,240.3
acc4696122
12,170,977.57
11,914,710.26
0
0
2
CASH_IN
121,479.85
acc3174705
5,727,240.3
5,848,720.16
acc6615832
389,392.05
267,912.2
0
0
2
CASH_IN
320,217.01
acc771592
5,848,720.16
6,168,937.16
acc24958
326,990.85
11,142.89
0
0
2
CASH_IN
28,247.25
acc443744
6,168,937.16
6,197,184.41
acc1121170
204,741.13
51,574.35
0
0
2
CASH_IN
83,247.74
acc2347121
6,197,184.41
6,280,432.15
acc5630136
631,312.81
877,201.48
0
0
2
CASH_IN
64,978.38
acc6009648
6,280,432.15
6,345,410.53
acc6842734
284,927.14
0
0
0
2
CASH_IN
278,703.6
acc6123385
6,345,410.53
6,624,114.13
acc3703516
364,773.76
86,070.17
0
0
2
CASH_IN
158,226.9
acc3111030
6,624,114.13
6,782,341.03
acc2020649
9,336,349.25
9,367,714.52
0
0
2
CASH_IN
284,839.92
acc3625355
6,782,341.03
7,067,180.95
acc535694
2,207,889.56
1,923,836.34
0
0
2
CASH_IN
137,964.43
acc7170431
7,067,180.95
7,205,145.37
acc8532918
6,096,807.93
6,534,746.07
0
0
2
CASH_IN
160,690.6
acc5036196
7,205,145.37
7,365,835.98
acc3416753
10,496,974.91
10,135,911.23
0
0
2
CASH_IN
72,644.99
acc1039661
7,365,835.98
7,438,480.97
acc5848742
3,524,810.81
3,541,578.38
0
0
2
CASH_IN
151,228.18
acc8961999
7,438,480.97
7,589,709.15
acc7610359
503,849.77
138,395.49
0
0
2
CASH_IN
29,929.77
acc7975268
7,589,709.15
7,619,638.92
acc5604514
42,932.68
13,002.91
0
0
2
CASH_IN
30,070.91
acc7903524
7,619,638.92
7,649,709.82
acc2009044
53,275
241,346.84
0
0
2
CASH_IN
209,159.54
acc6393128
7,649,709.82
7,858,869.37
acc6211579
603,117.3
393,957.76
0
0
2
CASH_IN
109,768.65
acc3750674
7,858,869.37
7,968,638.01
acc2106348
3,668,518.43
3,419,944.48
0
0
2
CASH_IN
216,556.93
acc5703982
7,968,638.01
8,185,194.94
acc8658101
1,453,254.77
1,070,702.75
0
0
2
CASH_IN
85,917.73
acc7179383
8,185,194.94
8,271,112.67
acc6568171
387,263.02
360,326.58
0
0
2
CASH_IN
208,366.03
acc5501721
8,271,112.67
8,479,478.7
acc7152369
2,980,462.29
2,798,692.37
0
0
2
CASH_IN
36,251.27
acc849731
8,479,478.7
8,515,729.97
acc1423493
87,060
206.12
0
0
2
CASH_IN
149,683.03
acc39040
8,515,729.97
8,665,413
acc8188463
4,325,493.65
3,964,356.31
0
0
2
CASH_IN
56,238.58
acc3307741
8,665,413
8,721,651.58
acc8675213
103,695.75
47,457.17
0
0
2
CASH_IN
105,173.53
acc3020217
8,721,651.58
8,826,825.11
acc8183075
139,915.18
64,836.97
0
0
2
CASH_IN
32,852.19
acc1594319
8,826,825.11
8,859,677.3
acc4749645
5,638,293.96
5,579,568.65
0
0
2
CASH_IN
22,096.38
acc829198
8,859,677.3
8,881,773.68
acc4552681
871,439.65
330,085.6
0
0
2
PAYMENT
3,840.87
acc795053
17,057
13,216.13
acc3531338
0
0
0
0
2
TRANSFER
53,763.65
acc4695886
539
0
acc6911399
3,883.96
86,242.27
0
0
2
PAYMENT
3,604.2
acc1262712
112,703
109,098.8
acc5386587
0
0
0
0