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
2
PAYMENT
12,368.9
acc6009517
9,927.91
0
acc8182078
0
0
0
0
2
PAYMENT
10,554.67
acc2619743
52,743
42,188.33
acc5524627
0
0
0
0
2
PAYMENT
2,929.78
acc6976431
26,009
23,079.22
acc1870151
0
0
0
0
2
DEBIT
3,106.9
acc7092820
100
0
acc8782438
461,082.25
182,906.2
0
0
2
PAYMENT
30,709.74
acc8605187
0
0
acc3003192
0
0
0
0
2
PAYMENT
12,230.25
acc1885574
113,718
101,487.75
acc403818
0
0
0
0
2
CASH_IN
161,238.92
acc8010327
101,487.75
262,726.67
acc1421560
16,684,929.93
15,945,594.47
0
0
2
CASH_IN
27,505.56
acc6016360
262,726.67
290,232.23
acc8409134
107,562.34
0
0
0
2
CASH_IN
392,853.36
acc2887779
290,232.23
683,085.59
acc1429843
483,173.63
90,320.27
0
0
2
CASH_IN
201,398.6
acc3875943
683,085.59
884,484.19
acc8542992
616,919
7,616.73
0
0
2
CASH_IN
155,944.68
acc4771382
884,484.19
1,040,428.87
acc7152369
2,798,692.37
1,982,491.06
0
0
2
CASH_IN
152,980.34
acc1210392
1,040,428.87
1,193,409.21
acc8542992
415,520.4
7,616.73
0
0
2
CASH_IN
258,194.98
acc1216469
1,193,409.21
1,451,604.19
acc5994429
626,274.96
167,163.39
0
0
2
CASH_IN
102,737.96
acc6674880
1,451,604.19
1,554,342.15
acc7258253
165,598
70,407.1
0
0
2
CASH_IN
451,450.27
acc6637991
1,554,342.15
2,005,792.43
acc8191498
5,060,183.55
4,450,740.26
0
0
2
CASH_IN
54,843.76
acc7664363
2,005,792.43
2,060,636.18
acc2020649
9,367,714.52
9,126,860.4
0
0
2
CASH_IN
382,001.01
acc1774158
2,060,636.18
2,442,637.2
acc7655761
416,304
0
0
0
2
CASH_IN
119,675.03
acc4332139
2,442,637.2
2,562,312.23
acc535694
1,923,836.34
1,378,570.36
0
0
2
CASH_IN
283,675.61
acc1310164
2,562,312.23
2,845,987.84
acc7334138
10,695,480.59
9,989,133.64
0
0
2
CASH_IN
222,925.42
acc2929995
2,845,987.84
3,068,913.26
acc7368479
448,593.63
99,603.15
0
0
2
CASH_IN
70,325.16
acc2324019
3,068,913.26
3,139,238.42
acc7766972
110,481
40,155.84
0
0
2
CASH_IN
378,605.9
acc7637444
3,139,238.42
3,517,844.32
acc138661
868,959.15
68,880.79
0
0
2
CASH_IN
186,350.94
acc5891194
3,517,844.32
3,704,195.26
acc5684798
2,107,162.1
1,572,841.87
0
0
2
CASH_IN
81,518.63
acc5922100
3,704,195.26
3,785,713.89
acc2321131
104,255.56
22,736.93
0
0
2
CASH_IN
73,309.71
acc4765477
3,785,713.89
3,859,023.6
acc7831855
353,797.26
280,487.56
0
0
2
CASH_IN
142,596.78
acc7218883
3,859,023.6
4,001,620.38
acc4235037
1,604,372.08
1,116,289.38
0
0
2
CASH_IN
57,817.21
acc5618442
4,001,620.38
4,059,437.59
acc2009044
241,346.84
6,433.54
0
0
2
CASH_IN
295,815.29
acc8343479
4,059,437.59
4,355,252.87
acc8833375
303,104.48
7,289.2
0
0
2
CASH_IN
696,235.62
acc8243153
4,355,252.87
5,051,488.49
acc5630136
4,382,973.37
3,208,966.39
0
0
2
CASH_IN
10,391.99
acc604590
5,051,488.49
5,061,880.48
acc1121170
51,574.35
41,182.36
0
0
2
CASH_IN
51,613.5
acc8741067
5,061,880.48
5,113,493.98
acc3999785
2,661,182.46
1,748,436.14
0
0
2
CASH_IN
19,748.91
acc6923076
5,113,493.98
5,133,242.89
acc5666834
84,916.82
65,167.91
0
0
2
CASH_IN
22,391.5
acc3328719
5,133,242.89
5,155,634.39
acc8117224
37,068.76
14,677.26
0
0
2
CASH_IN
15,427.16
acc8572269
5,155,634.39
5,171,061.55
acc8256665
24,044.18
8,617.02
0
0
2
CASH_IN
130,148.62
acc5722123
5,171,061.55
5,301,210.16
acc379340
4,274,972.49
3,809,570.13
0
0
2
CASH_IN
224,321.58
acc4724079
5,301,210.16
5,525,531.75
acc4328992
1,528,227.01
930,271.58
0
0
2
CASH_IN
356,617.79
acc649386
5,525,531.75
5,882,149.54
acc4925905
1,097,218.45
482,981.46
0
0
2
CASH_IN
167,104.98
acc5760090
5,882,149.54
6,049,254.52
acc3999785
2,609,568.96
1,748,436.14
0
0
2
CASH_IN
178,961.93
acc5392477
6,049,254.52
6,228,216.45
acc4235037
1,461,775.3
1,116,289.38
0
0
2
CASH_IN
156,690.67
acc5522567
6,228,216.45
6,384,907.12
acc7763346
1,155,321.27
1,099,502.6
0
0
2
CASH_IN
215,815.13
acc1500954
6,384,907.12
6,600,722.25
acc7086856
4,733,576.66
4,517,761.53
0
0
2
CASH_IN
295,618.46
acc3984279
6,600,722.25
6,896,340.72
acc6821049
333,830.44
7,074,754.63
0
0
2
CASH_IN
332,188.93
acc2963656
6,896,340.72
7,228,529.64
acc4235037
1,282,813.37
1,116,289.38
0
0
2
CASH_IN
101,576.37
acc6172520
7,228,529.64
7,330,106.02
acc7538211
354,823
215,080.02
0
0
2
CASH_IN
133,213.71
acc5348969
7,330,106.02
7,463,319.72
acc6211579
393,957.76
84,261.95
0
0
2
CASH_IN
168,729.73
acc2576389
7,463,319.72
7,632,049.45
acc1250019
241,877.32
73,147.6
0
0
2
CASH_IN
10,321.88
acc5290508
7,632,049.45
7,642,371.33
acc8169049
11,617
0
0
0
2
CASH_IN
287,474.24
acc5912991
7,642,371.33
7,929,845.57
acc1355711
1,010,782.35
486,798.02
0
0
2
CASH_IN
84,299.07
acc6066546
7,929,845.57
8,014,144.64
acc2106348
3,781,474.32
2,560,556.45
0
0
2
CASH_IN
111,692.26
acc1660841
8,014,144.64
8,125,836.9
acc5480794
122,624
0
0
0
2
CASH_IN
73,061.34
acc3131733
8,125,836.9
8,198,898.24
acc3835543
145,368
72,306.66
0
0
2
CASH_IN
221,099.31
acc1558622
8,198,898.24
8,419,997.55
acc7860097
7,694,240.53
7,473,141.22
0
0
2
CASH_IN
208,690.04
acc8077066
8,419,997.55
8,628,687.59
acc718350
303,303
155,166.96
0
0
2
CASH_IN
130,711.51
acc3006090
8,628,687.59
8,759,399.1
acc1217523
2,730,020.33
2,485,918.01
0
0
2
CASH_IN
98,893.95
acc1223875
8,759,399.1
8,858,293.05
acc1987148
11,643,121.27
11,157,336.25
0
0
2
CASH_IN
73,242.08
acc3731083
8,858,293.05
8,931,535.13
acc6000467
8,813,776.61
7,928,126.25
0
0
2
CASH_IN
105,879.16
acc8591633
8,931,535.13
9,037,414.29
acc1536208
7,906,932.46
7,103,899.5
0
0
2
CASH_IN
42,829.9
acc4146995
9,037,414.29
9,080,244.19
acc3416753
10,135,911.23
9,670,814.67
0
0
2
CASH_IN
257,619.2
acc1139425
9,080,244.19
9,337,863.38
acc4925905
740,600.66
482,981.46
0
0
2
CASH_IN
119,973.24
acc6095547
9,337,863.38
9,457,836.62
acc379340
4,144,823.87
3,809,570.13
0
0
2
CASH_IN
177,096.09
acc4162034
9,457,836.62
9,634,932.72
acc2009044
183,529.63
6,433.54
0
0
2
CASH_IN
48,513.85
acc2622395
9,634,932.72
9,683,446.56
acc8782438
464,189.15
182,906.2
0
0
2
CASH_IN
66,892.29
acc1697262
9,683,446.56
9,750,338.86
acc2702827
362,727.08
62,111.53
0
0
2
CASH_IN
12,615.19
acc7938632
9,750,338.86
9,762,954.05
acc3574754
83,866.86
74,584.25
0
0
2
CASH_IN
43,249.45
acc2908379
9,762,954.05
9,806,203.5
acc2864605
48,020.03
4,770.58
0
0
2
CASH_IN
438,969.05
acc5908740
9,806,203.5
10,245,172.55
acc2203171
1,187,114.17
331,525.89
0
0
2
CASH_IN
10,443.68
acc4629507
10,245,172.55
10,255,616.23
acc7860410
68,235.87
57,792.19
0
0
2
CASH_IN
61,344.23
acc6674441
10,255,616.23
10,316,960.46
acc5114175
4,410,975.57
3,512,606.05
0
0
2
CASH_IN
208,929.58
acc5366455
10,316,960.46
10,525,890.04
acc8188463
4,282,187.37
2,943,614.6
0
0
2
CASH_IN
16,624.23
acc1842301
10,525,890.04
10,542,514.27
acc494557
17,411.72
787.49
0
0
2
CASH_IN
333,871.74
acc7245231
10,542,514.27
10,876,386.01
acc6646647
1,761,278.15
270,110.78
0
0
2
CASH_IN
250,326.22
acc5092626
10,876,386.01
11,126,712.23
acc8188463
4,073,257.79
2,943,614.6
0
0
2
CASH_IN
188,118.26
acc82026
11,126,712.23
11,126,712.23
acc7051300
11,126,712.23
12,458,650.93
0
0
2
CASH_IN
126,065.07
acc1972291
11,126,712.23
11,252,777.3
acc7368479
225,668.22
99,603.15
0
0
2
CASH_IN
121,400.87
acc2545239
11,252,777.3
11,374,178.17
acc3999785
2,442,463.98
1,748,436.14
0
0
2
CASH_IN
348,792.33
acc7742249
11,374,178.17
11,722,970.49
acc4696122
11,914,710.26
11,565,917.93
0
0
2
CASH_IN
502,911.34
acc396742
11,722,970.49
12,225,881.83
acc1536208
7,801,053.3
7,103,899.5
0
0
2
CASH_IN
232,769.1
acc7971288
12,225,881.83
12,458,650.93
acc8782438
415,675.3
182,906.2
0
0
2
PAYMENT
799.18
acc3521905
55,261
54,461.82
acc7387833
0
0
0
0
2
DEBIT
5,619.13
acc3574448
6,685
1,065.87
acc4731635
23,539.55
29,158.68
0
0
2
CASH_OUT
165,664.94
acc969944
1,065.87
0
acc4235037
950,624.44
1,116,289.38
0
0
2
PAYMENT
4,696.36
acc2593982
2,108
0
acc4407477
0
0
0
0
2
PAYMENT
3,738.26
acc5497153
32,426
28,687.74
acc4227615
0
0
0
0
2
TRANSFER
18,627.02
acc4841716
18,627.02
0
acc8327428
0
0
1
0
2
CASH_OUT
18,627.02
acc7056351
18,627.02
0
acc7622631
147,251.58
165,878.6
1
0
2
DEBIT
4,122.31
acc934477
20,666
16,543.69
acc4749645
6,086,706.95
5,792,135.89
0
0
2
CASH_OUT
82,399.46
acc7283295
10,895
0
acc3325282
0
82,399.46
0
0
2
PAYMENT
3,779.27
acc191716
125,959
122,179.73
acc2812350
0
0
0
0
2
DEBIT
4,215.24
acc8004575
17,183
12,967.76
acc6919254
6,790,591.7
6,235,766.54
0
0
2
PAYMENT
4,296.12
acc69238
12,967.76
8,671.64
acc4741481
0
0
0
0
2
PAYMENT
9,059.91
acc1838518
29,303
20,243.09
acc3444680
0
0
0
0
2
PAYMENT
4,878.63
acc1413181
52,904
48,025.37
acc1959286
0
0
0
0
2
PAYMENT
9,264.89
acc4183000
45,184
35,919.11
acc8114838
0
0
0
0
2
DEBIT
8,499.58
acc6738722
10,074
1,574.42
acc1372250
449,166.44
411,058.34
0
0
2
PAYMENT
3,208.39
acc464173
20,130
16,921.61
acc651429
0
0
0
0
2
PAYMENT
1,939.74
acc6976947
25,183.78
23,244.03
acc1148815
0
0
0
0
2
PAYMENT
12,956.39
acc4222760
23,244.03
10,287.64
acc1243520
0
0
0
0
2
PAYMENT
4,054.4
acc1379578
10,287.64
6,233.24
acc8350228
0
0
0
0
2
PAYMENT
2,688.02
acc4444701
11,953
9,264.98
acc8605460
0
0
0
0
2
PAYMENT
183.35
acc134248
72,857
72,673.65
acc6660362
0
0
0
0