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
TRANSFER
424,141.36
acc3933261
0
0
acc4188747
763,134.49
1,186,556.81
0
0
1
TRANSFER
373,185.07
acc2959148
0
0
acc5573433
430,989.2
1,178,808.14
0
0
1
TRANSFER
2,258,388.15
acc8029797
0
0
acc8188463
2,784,129.27
4,619,798.56
0
0
1
TRANSFER
250,968.18
acc3204705
0
0
acc7152369
2,239,236.52
3,997,768.55
0
0
1
TRANSFER
19,772.53
acc5858732
0
0
acc6886234
44,486.99
64,259.52
0
0
1
TRANSFER
43,023.82
acc5256760
0
0
acc8799832
56,750.45
42,450.71
0
0
1
TRANSFER
1,628,887.72
acc3585244
0
0
acc2106348
1,986,951.69
3,940,085.21
0
0
1
TRANSFER
755,499.13
acc4622338
0
0
acc4696122
8,637,055.36
12,494,367.15
0
0
1
TRANSFER
289,203.45
acc2338055
0
0
acc4925905
979,086.58
1,015,132.48
0
0
1
TRANSFER
902,485.36
acc8139602
0
0
acc8191498
2,016,196.28
3,420,103.09
0
0
1
TRANSFER
351,854.11
acc3103318
0
0
acc2106348
3,615,839.41
3,940,085.21
0
0
1
TRANSFER
605,790.2
acc4099960
0
0
acc5573433
804,174.27
1,178,808.14
0
0
1
TRANSFER
353,312.93
acc6535609
0
0
acc3999785
458,701.51
965,870.05
0
0
1
TRANSFER
855,931.4
acc5658097
0
0
acc8225525
1,329,839.38
2,025,098.66
0
0
1
TRANSFER
699,928.86
acc1978504
0
0
acc4925905
1,268,290.04
1,015,132.48
0
0
1
PAYMENT
5,886.25
acc2943713
29,735.29
23,849.03
acc3857163
0
0
0
0
1
TRANSFER
200,774.62
acc6579906
23,849.03
0
acc2321131
255,089.02
97,128.19
0
0
1
DEBIT
1,088.94
acc7460402
5,096
4,007.06
acc695950
13,100.81
0
0
0
1
PAYMENT
3,500
acc3800614
103,588
100,088
acc4680370
0
0
0
0
1
TRANSFER
109,552.96
acc4013369
9,915.47
0
acc7763346
1,846,787.05
2,107,965.39
0
0
1
TRANSFER
59,531.87
acc7540621
0
0
acc4925905
1,968,218.89
1,015,132.48
0
0
1
TRANSFER
133,637.07
acc375508
0
0
acc5848742
1,921,882.33
3,554,299.27
0
0
1
TRANSFER
75,752.73
acc5411276
0
0
acc1987097
372,141.66
97,263.78
0
0
1
TRANSFER
100,362.16
acc6450276
0
0
acc483537
876,637.74
1,567,434.81
0
0
1
TRANSFER
191,177.92
acc6381336
0
0
acc5684798
1,749,950.57
2,444,985.19
0
0
1
TRANSFER
435,589.96
acc8788147
0
0
acc5573433
1,409,964.46
1,178,808.14
0
0
1
TRANSFER
1,950.77
acc4537342
0
0
acc8870563
106,511.31
0
0
0
1
TRANSFER
2,223,005.62
acc5384804
0
0
acc8532918
3,831,539.16
6,453,430.91
0
0
1
TRANSFER
902,505.61
acc2502621
0
0
acc5114175
1,571,970.16
2,719,172.89
0
0
1
TRANSFER
1,201,716.66
acc3162210
0
0
acc8265284
4,139,387.14
5,515,763.34
0
0
1
TRANSFER
494,972.01
acc8853286
0
0
acc8225525
2,185,770.78
2,025,098.66
0
0
1
TRANSFER
1,417,001.19
acc392074
0
0
acc5848742
2,055,519.4
3,554,299.27
0
0
1
PAYMENT
3,445.96
acc4664102
8,576
5,130.04
acc5228006
0
0
0
0
1
PAYMENT
2,650.82
acc2757894
3,113
462.18
acc6988337
0
0
0
0
1
PAYMENT
2,073.2
acc5048382
21,363.74
19,290.55
acc1606371
0
0
0
0
1
CASH_OUT
319,825.94
acc971700
19,290.55
0
acc8658101
1,743,106.48
1,254,956.07
0
0
1
CASH_OUT
129,431.13
acc3196410
0
0
acc483537
976,999.9
1,567,434.81
0
0
1
CASH_OUT
105,351.94
acc5369356
0
0
acc5573433
1,845,554.42
1,178,808.14
0
0
1
CASH_OUT
38,167
acc7116315
0
0
acc3255841
82,599.36
5,203.54
0
0
1
CASH_OUT
4,682.74
acc8225148
0
0
acc7739610
27,134.6
40,348.79
0
0
1
DEBIT
1,280.14
acc1539419
15,159
13,878.86
acc8026046
11,898
67,762.92
0
0
1
DEBIT
3,039.84
acc8244288
152,809
149,769.16
acc7610359
2,079,710.62
1,517,262.16
0
0
1
PAYMENT
5,998
acc6653248
164
0
acc943186
0
0
0
0
1
PAYMENT
4,273
acc8959770
0
0
acc8441103
0
0
0
0
1
PAYMENT
3,637.13
acc1407170
0
0
acc7615180
0
0
0
0
1
PAYMENT
892.53
acc1524824
29,998
29,105.47
acc5788026
0
0
0
0
1
PAYMENT
10,707.6
acc6756926
42,496
31,788.4
acc2388109
0
0
0
0
1
PAYMENT
6,380.75
acc8570272
31,788.4
25,407.65
acc5330135
0
0
0
0
1
TRANSFER
271,161.74
acc7640464
0
0
acc7679530
0
0
0
0
1
TRANSFER
274,108.4
acc7804871
0
0
acc8658101
2,062,932.43
1,254,956.07
0
0
1
DEBIT
2,676.97
acc7242736
94,551
91,874.03
acc5063701
54,856.21
0
0
0
1
PAYMENT
7,512.61
acc4971974
20,574
13,061.39
acc8680916
0
0
0
0
1
PAYMENT
8,612.28
acc8879971
137,974
129,361.72
acc3455744
0
0
0
0
1
PAYMENT
413.4
acc493273
56,237.03
55,823.63
acc7164508
0
0
0
0
1
PAYMENT
6,794.39
acc6632556
55,823.63
49,029.24
acc7719765
0
0
0
0
1
PAYMENT
9,247.18
acc727707
5,582
0
acc1996577
0
0
0
0
1
PAYMENT
2,821.51
acc6763746
0
0
acc7279484
0
0
0
0
1
TRANSFER
378,703.81
acc7521182
31,813
0
acc4731635
6,353.62
22,774.25
0
0
1
PAYMENT
9,818.95
acc3481115
151
0
acc1218230
0
0
0
0
1
PAYMENT
13,268.46
acc1772501
5,881.44
0
acc6824953
0
0
0
0
1
CASH_IN
378,896.52
acc7671957
0
378,896.52
acc5848742
3,472,520.59
3,554,299.27
0
0
1
CASH_IN
65,671.39
acc8708943
378,896.52
444,567.92
acc5684798
1,941,128.49
2,444,985.19
0
0
1
CASH_IN
35,492.2
acc7732398
444,567.92
480,060.12
acc676814
377,569.57
0
0
0
1
CASH_IN
18,510.43
acc8269329
480,060.12
498,570.55
acc1251347
20,801
34,361.39
0
0
1
CASH_IN
83,587.86
acc1536697
498,570.55
582,158.41
acc7679530
271,161.74
0
0
0
1
CASH_IN
62,455.76
acc230720
582,158.41
644,614.17
acc1524512
171,158.16
16,518.36
0
0
1
CASH_IN
44,708.03
acc117332
644,614.17
689,322.19
acc2020649
51,569.17
9,940,339.29
0
0
1
CASH_IN
343,189.13
acc8588258
689,322.19
1,032,511.32
acc3416753
8,906,586.96
10,681,238.79
0
0
1
CASH_IN
60,215.46
acc3687367
1,032,511.32
1,092,726.78
acc7683204
83,172.04
0
0
0
1
CASH_IN
235,288.68
acc4572704
1,092,726.78
1,328,015.46
acc5848742
3,093,624.06
3,554,299.27
0
0
1
CASH_IN
206,955.99
acc6787227
1,328,015.46
1,534,971.46
acc4925905
2,027,750.76
1,015,132.48
0
0
1
CASH_IN
383,446.61
acc2463958
1,534,971.46
1,918,418.07
acc8658101
2,337,040.82
1,254,956.07
0
0
1
CASH_IN
145,095.94
acc5103923
1,918,418.07
2,063,514.01
acc4188747
1,187,275.85
1,186,556.81
0
0
1
CASH_IN
300,632.87
acc7234589
2,063,514.01
2,364,146.87
acc4731635
385,057.43
22,774.25
0
0
1
CASH_IN
119,081.76
acc6976472
2,364,146.87
2,483,228.64
acc1217523
2,762,216.66
1,412,484.09
0
0
1
CASH_IN
203,148.34
acc5116545
2,483,228.64
2,686,376.98
acc6199892
1,134,980.28
424,250.45
0
0
1
CASH_IN
104,335.07
acc813931
2,686,376.98
2,790,712.05
acc5684798
1,875,457.1
2,444,985.19
0
0
1
CASH_IN
251,482.63
acc8096442
2,790,712.05
3,042,194.68
acc1217523
2,643,134.89
1,412,484.09
0
0
1
CASH_IN
92,784.06
acc8794779
3,042,194.68
3,134,978.74
acc1250069
119,296.99
22,233.65
0
0
1
CASH_IN
21,670.38
acc4808774
3,134,978.74
3,156,649.13
acc3206994
54,530.44
1,891.79
0
0
1
CASH_IN
175,443.85
acc2769941
3,156,649.13
3,332,092.98
acc8191498
2,918,681.63
3,420,103.09
0
0
1
CASH_IN
226,031.29
acc8948320
3,332,092.98
3,558,124.26
acc8658101
1,953,594.21
1,254,956.07
0
0
1
CASH_IN
234,052.7
acc5390700
3,558,124.26
3,792,176.96
acc5281776
751,734.62
130,747.56
0
0
1
CASH_IN
229,848.96
acc3953528
3,792,176.96
4,022,025.93
acc4188747
1,042,179.91
1,186,556.81
0
0
1
CASH_IN
111,655.85
acc5186591
4,022,025.93
4,133,681.78
acc8834176
565,797.08
247,063.16
0
0
1
CASH_IN
51,284.87
acc8100478
4,133,681.78
4,184,966.65
acc8532918
6,054,544.78
6,453,430.91
0
0
1
CASH_IN
270.78
acc1280548
4,184,966.65
4,185,237.43
acc5383099
3,019
0
0
0
1
CASH_IN
154,442.99
acc2769742
4,185,237.43
4,339,680.42
acc1656208
315,983.22
185,389.8
0
0
1
CASH_IN
34,918.59
acc2468841
4,339,680.42
4,374,599.01
acc2584934
66,604.54
18,627.02
0
0
1
CASH_IN
57,262.72
acc2924842
4,374,599.01
4,431,861.74
acc6275408
72,917.77
16,896.7
0
0
1
CASH_IN
189,703.56
acc3300257
4,431,861.74
4,621,565.3
acc610042
477,147.47
55,974.56
0
0
1
CASH_IN
288,838.13
acc3859261
4,621,565.3
4,910,403.44
acc5281776
517,681.93
130,747.56
0
0
1
CASH_IN
61,505.91
acc6665998
4,910,403.44
4,910,403.44
acc1987148
4,910,403.44
10,588,885.27
0
0
1
CASH_IN
404,167.6
acc7683533
4,910,403.44
4,910,403.44
acc1987148
4,910,403.44
10,588,885.27
0
0
1
CASH_IN
57,323.56
acc5317705
4,910,403.44
4,967,726.99
acc8799832
99,774.27
42,450.71
0
0
1
CASH_IN
68,988.21
acc1773214
4,967,726.99
5,036,715.2
acc4925905
1,820,794.77
1,015,132.48
0
0
1
CASH_IN
74,230.21
acc2826089
5,036,715.2
5,110,945.41
acc5471629
19,415,272.09
19,169,204.93
0
0
1
CASH_IN
377,287.8
acc5235793
5,110,945.41
5,488,233.21
acc4235037
2,256,095.33
971,418.91
0
0
1
CASH_IN
185,897.79
acc1756462
5,488,233.21
5,674,131
acc7232465
390,209.15
23,508.22
0
0
1
CASH_IN
173,842.23
acc1725758
5,674,131
5,847,973.23
acc2431422
231,914.67
66,575.5
0
0