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
414,238.59
acc5858961
529,389.85
943,628.44
acc1524512
808,520.46
16,518.36
0
0
1
CASH_IN
89,327.65
acc8752148
943,628.44
1,032,956.09
acc2106348
2,063,442.28
3,940,085.21
0
0
1
CASH_IN
194,900.16
acc6284078
1,032,956.09
1,227,856.25
acc4696122
8,633,995.76
12,494,367.15
0
0
1
CASH_IN
24,470.43
acc8158214
1,227,856.25
1,252,326.68
acc7763346
1,381,702.9
2,107,965.39
0
0
1
CASH_IN
217,668.38
acc8840886
1,252,326.68
1,469,995.06
acc8057931
347,373.26
49,864.36
0
0
1
CASH_IN
9,067.51
acc3303757
1,469,995.06
1,479,062.57
acc7232465
306,723.02
23,508.22
0
0
1
CASH_IN
336,827.91
acc4201489
1,479,062.57
1,815,890.48
acc2123864
401,493.73
51,513.44
0
0
1
CASH_IN
45,317.95
acc6579521
1,815,890.48
1,861,208.43
acc7904279
99,578.86
0
0
0
1
CASH_IN
230,021.01
acc1413383
1,861,208.43
2,091,229.45
acc5411311
4,777,230.82
22,190.99
0
0
1
CASH_IN
154,578.28
acc5919458
2,091,229.45
2,245,807.73
acc8658101
1,033,003.86
1,254,956.07
0
0
1
CASH_IN
314,134.01
acc2154989
2,245,807.73
2,559,941.74
acc526959
570,802.41
2,415.16
0
0
1
CASH_IN
206,405.92
acc517766
2,559,941.74
2,766,347.65
acc379340
1,221,423.7
3,461,666.05
0
0
1
CASH_IN
158,995.29
acc6229122
2,766,347.65
2,925,342.94
acc3416753
8,674,805.32
10,681,238.79
0
0
1
CASH_IN
188,238.54
acc5887136
2,925,342.94
3,113,581.47
acc1569849
702,449.21
0
0
0
1
CASH_IN
21,255.8
acc3877100
3,113,581.47
3,134,837.27
acc8997471
52,109
0
0
0
1
CASH_IN
205,955.77
acc7727958
3,134,837.27
3,340,793.04
acc1987097
465,695.91
97,263.78
0
0
1
CASH_IN
178,370.36
acc523950
3,340,793.04
3,519,163.4
acc5471629
16,656,258.88
19,169,204.93
0
0
1
CASH_IN
42,547.96
acc2368320
3,519,163.4
3,561,711.36
acc7876738
59,693
9,672.67
0
0
1
CASH_IN
15,152.15
acc288023
3,561,711.36
3,576,863.51
acc4696122
8,439,095.6
12,494,367.15
0
0
1
CASH_IN
39,249.67
acc331624
3,576,863.51
3,616,113.18
acc8597652
64,966.23
0
0
0
1
CASH_IN
101,669.17
acc7875990
3,616,113.18
3,717,782.35
acc8225525
533,625.81
2,025,098.66
0
0
1
CASH_IN
81,694.11
acc4480412
3,717,782.35
3,799,476.47
acc4188747
686,540.82
1,186,556.81
0
0
1
CASH_IN
10,266.7
acc688798
3,799,476.47
3,809,743.17
acc7120322
104,323
69,756.86
0
0
1
CASH_IN
35,502.25
acc7744769
3,809,743.17
3,845,245.42
acc2155726
41,159
0
0
0
1
CASH_IN
183,250
acc6070219
3,845,245.42
4,028,495.42
acc7513771
231,999.55
46,820.71
0
0
1
CASH_IN
219,220.21
acc3169340
4,028,495.42
4,247,715.63
acc2106348
1,974,114.63
3,940,085.21
0
0
1
CASH_IN
254,895.5
acc1866514
4,247,715.63
4,502,611.13
acc526959
256,668.41
2,415.16
0
0
1
CASH_IN
143,148.97
acc3187648
4,502,611.13
4,645,760.1
acc5411311
4,547,209.8
22,190.99
0
0
1
CASH_IN
132,457.52
acc2001187
4,645,760.1
4,778,217.62
acc4696122
8,423,943.45
12,494,367.15
0
0
1
CASH_IN
148,834.28
acc6183404
4,778,217.62
4,927,051.9
acc1569849
514,210.68
0
0
0
1
CASH_IN
106,727.81
acc8303981
4,927,051.9
5,033,779.71
acc8265284
2,730,834.27
5,515,763.34
0
0
1
CASH_IN
223,123.71
acc7557280
5,033,779.71
5,256,903.42
acc1524512
394,281.87
16,518.36
0
0
1
CASH_IN
194,311.34
acc6008892
5,256,903.42
5,451,214.77
acc7610359
1,127,423.71
1,517,262.16
0
0
1
CASH_IN
338,964.91
acc541725
5,451,214.77
5,790,179.68
acc1569849
365,376.39
0
0
0
1
CASH_IN
247,575.4
acc1558423
5,790,179.68
6,037,755.07
acc4696122
8,291,485.93
12,494,367.15
0
0
1
CASH_IN
29,467.02
acc5856498
6,037,755.07
6,067,222.09
acc3703516
322,442.98
277,515.05
0
0
1
CASH_IN
90,340.16
acc5398770
6,067,222.09
6,157,562.25
acc5471629
16,477,888.52
19,169,204.93
0
0
1
CASH_IN
198,847.32
acc3066038
6,157,562.25
6,356,409.58
acc1217523
964,679.26
1,412,484.09
0
0
1
CASH_IN
155,075.41
acc8646566
6,356,409.58
6,511,484.99
acc2606724
1,035,098.36
0
0
0
1
CASH_IN
76,932.89
acc7703228
6,511,484.99
6,588,417.88
acc1217523
765,831.94
1,412,484.09
0
0
1
CASH_IN
92,971.79
acc414192
6,588,417.88
6,681,389.66
acc3392716
111,367.94
0
0
0
1
CASH_IN
7,322.98
acc5679324
6,681,389.66
6,688,712.64
acc5957060
64,966
57,643.02
0
0
1
CASH_IN
222,126.95
acc8697197
6,688,712.64
6,910,839.59
acc535694
1,397,610.6
2,107,778.11
0
0
1
CASH_IN
62,983.91
acc1849324
6,910,839.59
6,973,823.5
acc2586742
454,778.18
1,363,368.51
0
0
1
CASH_IN
1,271.77
acc6331094
6,973,823.5
6,975,095.27
acc5114175
697,456.73
2,719,172.89
0
0
1
CASH_IN
246,816.65
acc8786376
6,975,095.27
7,221,911.92
acc7610359
933,112.37
1,517,262.16
0
0
1
CASH_IN
21,898.97
acc8862805
7,221,911.92
7,243,810.89
acc483537
1,114,670.7
1,567,434.81
0
0
1
CASH_IN
30,811.56
acc3061722
7,243,810.89
7,274,622.45
acc1429843
152,178
651,524.92
0
0
1
CASH_IN
100,275.09
acc4605126
7,274,622.45
7,374,897.54
acc8658101
878,425.58
1,254,956.07
0
0
1
CASH_IN
46,630.53
acc5167499
7,374,897.54
7,421,528.07
acc4188747
604,846.71
1,186,556.81
0
0
1
CASH_IN
158,775.58
acc2151937
7,421,528.07
7,580,303.64
acc1217523
688,899.05
1,412,484.09
0
0
1
CASH_IN
90,556.08
acc5068731
7,580,303.64
7,670,859.72
acc7077613
186,372.86
8,496.61
0
0
1
CASH_IN
173,948.89
acc8168705
7,670,859.72
7,844,808.61
acc2586742
391,794.27
1,363,368.51
0
0
1
CASH_IN
66,216.71
acc3024115
7,844,808.61
7,911,025.32
acc2020649
117,785.88
9,940,339.29
0
0
1
CASH_IN
216,133.99
acc8171699
7,911,025.32
8,127,159.31
acc483537
1,092,771.73
1,567,434.81
0
0
1
CASH_IN
371,883.82
acc3874701
8,127,159.31
8,499,043.13
acc2606724
880,022.94
0
0
0
1
CASH_IN
770,537.37
acc961516
8,499,043.13
8,499,043.13
acc1421560
8,499,043.13
16,874,643.09
0
0
1
CASH_IN
71,275.47
acc2023842
8,499,043.13
8,570,318.6
acc4704998
136,084.66
43,691.09
0
0
1
CASH_IN
336,298.77
acc7526373
8,570,318.6
8,906,617.38
acc8188463
1,049,811.54
4,619,798.56
0
0
1
CASH_IN
317,393.38
acc931815
8,906,617.38
9,224,010.75
acc535694
1,175,483.65
2,107,778.11
0
0
1
CASH_IN
181,002.01
acc7125256
9,224,010.75
9,405,012.76
acc3703516
292,975.96
277,515.05
0
0
1
CASH_IN
311,449.38
acc2588708
9,405,012.76
9,716,462.14
acc8188463
713,512.77
4,619,798.56
0
0
1
CASH_IN
270,824.42
acc3808501
9,716,462.14
9,987,286.56
acc3416753
8,515,810.04
10,681,238.79
0
0
1
PAYMENT
1,449.03
acc3378030
80,983
79,533.97
acc4867046
0
0
0
0
1
PAYMENT
3,551.48
acc5334883
1,015,017.79
1,011,466.31
acc823730
0
0
0
0
1
CASH_OUT
227,768.63
acc4429651
1,011,466.31
783,697.68
acc1217523
530,123.48
1,412,484.09
0
0
1
CASH_OUT
172,986.7
acc379860
783,697.68
610,710.98
acc7610359
686,295.71
1,517,262.16
0
0
1
PAYMENT
4,940.2
acc757703
48,005
43,064.8
acc234010
0
0
0
0
1
PAYMENT
2,755.96
acc6823872
20,987
18,231.04
acc807472
0
0
0
0
1
DEBIT
8,807.01
acc6215745
139,428
130,620.99
acc4704998
64,809.18
43,691.09
0
0
1
DEBIT
3,111.86
acc2185832
64,665.82
61,553.96
acc7762230
10,070.22
0
0
0
1
PAYMENT
10,040.52
acc6289643
61,553.96
51,513.44
acc3060851
0
0
0
0
1
DEBIT
5,363
acc5391000
21,260
15,897
acc1083460
24,765.26
18,910.85
0
0
1
PAYMENT
11,990.19
acc8520838
885
0
acc8545015
0
0
0
0
1
PAYMENT
266.88
acc8661768
4,182
3,915.12
acc6574724
0
0
0
0
1
PAYMENT
1,928.55
acc1631016
5,096
3,167.45
acc7504930
0
0
0
0
1
PAYMENT
10,648.06
acc787015
37,419
26,770.94
acc6681457
0
0
0
0
1
PAYMENT
962.43
acc7089603
26,770.94
25,808.5
acc4458466
0
0
0
0
1
PAYMENT
8,348.1
acc5380449
16,583
8,234.9
acc1597460
0
0
0
0
1
PAYMENT
6,969.67
acc4469396
61,091
54,121.33
acc8345953
0
0
0
0
1
TRANSFER
20,128
acc5863459
20,128
0
acc1566058
0
0
1
0
1
CASH_OUT
20,128
acc4623924
20,128
0
acc5280914
6,268
12,145.85
1
0
1
PAYMENT
154.87
acc87794
9,339
9,184.13
acc3430850
0
0
0
0
1
DEBIT
4,040.84
acc3640317
1,938
0
acc7212921
51,339
36,757.68
0
0
1
PAYMENT
6,490.17
acc2463769
548,504
542,013.83
acc8644104
0
0
0
0
1
PAYMENT
1,101.09
acc4311636
30,858
29,756.91
acc1149061
0
0
0
0
1
DEBIT
4,347.78
acc3769887
20,766
16,418.22
acc610042
407,959.76
55,974.56
0
0
1
CASH_OUT
213,922.13
acc5403290
16,418.22
0
acc8225525
431,956.63
2,025,098.66
0
0
1
CASH_OUT
83,859.59
acc1264257
0
0
acc5471629
16,387,548.36
19,169,204.93
0
0
1
CASH_OUT
33,269.25
acc3279322
0
0
acc847235
111,389.13
15,375.37
0
0
1
CASH_OUT
51,749.94
acc3574579
0
0
acc1542969
62,470
132,842.64
0
0
1
CASH_OUT
86,410.3
acc1640205
0
0
acc1217523
757,892.11
1,412,484.09
0
0
1
CASH_OUT
10,856.63
acc2757849
0
0
acc2586742
217,845.38
1,363,368.51
0
0
1
CASH_OUT
161,613.93
acc5477020
0
0
acc8188463
402,063.39
4,619,798.56
0
0
1
CASH_OUT
244,361.81
acc2684693
0
0
acc7610359
859,282.41
1,517,262.16
0
0
1
CASH_OUT
596,617.87
acc1016810
0
0
acc8225525
645,878.76
2,025,098.66
0
0
1
CASH_OUT
108,600.78
acc148748
0
0
acc2321131
146,488.24
97,128.19
0
0
1
CASH_OUT
377,520.94
acc1064363
0
0
acc8188463
563,677.32
4,619,798.56
0
0
1
CASH_OUT
60,758.42
acc4325796
0
0
acc24958
155,911.68
500,631.71
0
0
1
CASH_OUT
86,204.31
acc28601
0
0
acc8188463
941,198.26
4,619,798.56
0
0