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_OUT
271,002.7
acc8210928
0
0
acc2106348
851,368.24
3,940,085.21
0
0
1
CASH_OUT
323,105.08
acc7517396
0
0
acc483537
378,299.67
1,567,434.81
0
0
1
CASH_OUT
10,782.94
acc8849590
0
0
acc3392716
100,585
0
0
0
1
CASH_OUT
89,962.11
acc8100378
0
0
acc7762230
157,012.19
0
0
0
1
CASH_OUT
101,940.14
acc760316
0
0
acc8675213
105,362
92,307.65
0
0
1
CASH_OUT
163,100.34
acc6368143
0
0
acc5573433
1,078,534.03
1,178,808.14
0
0
1
CASH_OUT
136,030.66
acc8465348
0
0
acc5977094
136,875.83
0
0
0
1
CASH_OUT
68,912.23
acc2776888
0
0
acc1987097
237,326.8
97,263.78
0
0
1
CASH_OUT
73,464.06
acc2218027
0
0
acc8188463
444,779
4,619,798.56
0
0
1
CASH_OUT
106,117.28
acc8079034
0
0
acc2123864
234,216.94
51,513.44
0
0
1
CASH_OUT
503,333.79
acc4761362
0
0
acc4235037
553,161.42
971,418.91
0
0
1
CASH_OUT
71,991.42
acc1268636
0
0
acc2467927
81,682.58
557,537.26
0
0
1
CASH_OUT
91,379.93
acc3701401
0
0
acc5573433
1,241,634.38
1,178,808.14
0
0
1
CASH_OUT
26,759.05
acc571403
0
0
acc7763346
581,853.1
2,107,965.39
0
0
1
CASH_OUT
128,487.35
acc1031559
0
0
acc483537
701,404.75
1,567,434.81
0
0
1
CASH_OUT
252,908.87
acc714227
0
0
acc7610359
919,763.4
1,517,262.16
0
0
1
CASH_OUT
64,489.64
acc417412
0
0
acc4251149
398,424.59
16,997.22
0
0
1
CASH_OUT
171,369.73
acc6748251
0
0
acc2106348
1,122,370.94
3,940,085.21
0
0
1
PAYMENT
4,493.29
acc6162064
8,258
3,764.71
acc3878498
0
0
0
0
1
PAYMENT
12,121.5
acc6901354
97,058
84,936.5
acc3155175
0
0
0
0
1
PAYMENT
2,278.19
acc8633650
290
0
acc7812236
0
0
0
0
1
PAYMENT
7,707.44
acc1263450
99,827
92,119.56
acc784673
0
0
0
0
1
PAYMENT
4,013.02
acc7995749
92,119.56
88,106.55
acc3980659
0
0
0
0
1
PAYMENT
5,775.15
acc3031343
132,329
126,553.85
acc112852
0
0
0
0
1
PAYMENT
4,843.93
acc1196915
51,718
46,874.07
acc7297471
0
0
0
0
1
PAYMENT
2,397.82
acc2307731
20,421
18,023.18
acc8200158
0
0
0
0
1
PAYMENT
4,391.44
acc1965089
228
0
acc5001873
0
0
0
0
1
DEBIT
4,497.87
acc7574360
107,388
102,890.13
acc5487301
19,053
5,417.23
0
0
1
PAYMENT
7,452.89
acc3041672
102,397
94,944.11
acc8269396
0
0
0
0
1
PAYMENT
3,930.81
acc5260876
6,032
2,101.19
acc4802869
0
0
0
0
1
CASH_OUT
71,532.24
acc4461103
2,101.19
0
acc2321131
74,956
97,128.19
0
0
1
CASH_OUT
61,159.51
acc2419401
0
0
acc2123864
340,334.22
51,513.44
0
0
1
CASH_OUT
12,401.9
acc6509534
0
0
acc5343646
349,763
0
0
0
1
CASH_OUT
32,702.61
acc2810612
0
0
acc4430223
253,053
31,469.78
0
0
1
PAYMENT
6,926.67
acc8857624
152,927
146,000.33
acc2087712
0
0
0
0
1
PAYMENT
893.57
acc6979637
10,676
9,782.43
acc3889792
0
0
0
0
1
TRANSFER
480,222.51
acc2973594
11,110
0
acc2106348
1,293,740.67
3,940,085.21
0
0
1
PAYMENT
3,608.41
acc7647788
11,150
7,541.59
acc6213415
0
0
0
0
1
PAYMENT
5,946.79
acc2906900
7,541.59
1,594.8
acc4787735
0
0
0
0
1
PAYMENT
6,099.96
acc5273913
42,133
36,033.04
acc8364262
0
0
0
0
1
PAYMENT
372.34
acc2184907
65,254
64,881.66
acc3815519
0
0
0
0
1
PAYMENT
4,635.18
acc2771492
6,313,782.05
6,309,146.87
acc1290536
0
0
0
0
1
PAYMENT
1,267.97
acc8648074
6,309,146.87
6,307,878.9
acc6428004
0
0
0
0
1
PAYMENT
6,911.99
acc2928939
6,307,878.9
6,300,966.92
acc7680558
0
0
0
0
1
PAYMENT
1,795.67
acc8189977
6,300,966.92
6,299,171.25
acc1660083
0
0
0
0
1
PAYMENT
3,199.06
acc907748
6,299,171.25
6,295,972.18
acc6180916
0
0
0
0
1
PAYMENT
10,265.17
acc8252838
6,295,972.18
6,285,707.02
acc2977820
0
0
0
0
1
PAYMENT
9,029.12
acc2121943
25,480
16,450.88
acc2155590
0
0
0
0
1
PAYMENT
7,600.57
acc4569683
50,747
43,146.43
acc1487905
0
0
0
0
1
PAYMENT
2,057.71
acc1518169
25,132
23,074.29
acc5825100
0
0
0
0
1
PAYMENT
3,823.08
acc116897
10,382
6,558.92
acc83087
0
0
0
0
1
TRANSFER
2,806
acc8142260
2,806
0
acc3907273
0
0
1
0
1
CASH_OUT
2,806
acc7168067
2,806
0
acc1190340
26,202
0
1
0
1
PAYMENT
6,737.2
acc8464668
624
0
acc276051
0
0
0
0
1
PAYMENT
9,161.98
acc5378697
11,128
1,966.02
acc2083067
0
0
0
0
1
PAYMENT
1,239.06
acc3824186
396,386
395,146.94
acc5269922
0
0
0
0
1
PAYMENT
365
acc7266950
319
0
acc1322671
0
0
0
0
1
PAYMENT
5,237.54
acc2649572
27,105
21,867.46
acc5834903
0
0
0
0
1
PAYMENT
2,618.76
acc6614088
21,867.46
19,248.7
acc2381388
0
0
0
0
1
PAYMENT
339.82
acc3158572
12,076
11,736.18
acc8284616
0
0
0
0
1
DEBIT
1,393.46
acc4414708
100,068
98,674.54
acc6615832
26,446
318,637.36
0
0
1
PAYMENT
2,731.37
acc7475461
17,540
14,808.63
acc2084333
0
0
0
0
1
PAYMENT
8,364.73
acc8663078
81
0
acc1072688
0
0
0
0
1
PAYMENT
6,598.71
acc7832156
16,392
9,793.29
acc7864146
0
0
0
0
1
PAYMENT
4,304.58
acc7036620
10,708
6,403.42
acc3105054
0
0
0
0
1
PAYMENT
2,867.14
acc8578517
943
0
acc6933475
0
0
0
0
1
PAYMENT
2,946.38
acc1100224
0
0
acc2181256
0
0
0
0
1
PAYMENT
507.12
acc4334458
87,005
86,497.88
acc6207893
0
0
0
0
1
PAYMENT
3,020.86
acc1812198
50,361
47,340.14
acc3791993
0
0
0
0
1
PAYMENT
8,948.03
acc4734537
11,137
2,188.97
acc6361147
0
0
0
0
1
CASH_OUT
280,877.92
acc3724667
2,188.97
0
acc4251149
462,914.23
16,997.22
0
0
1
PAYMENT
1,084.9
acc8662097
13,727
12,642.1
acc6060449
0
0
0
0
1
PAYMENT
9,456.69
acc4611327
12,642.1
3,185.41
acc3906895
0
0
0
0
1
PAYMENT
5,812.36
acc7489759
3,185.41
0
acc8469335
0
0
0
0
1
TRANSFER
157,883.07
acc3609534
46,547
0
acc6526214
72,793
353,532.56
0
0
1
PAYMENT
2,734.77
acc7316667
4,511
1,776.23
acc1622509
0
0
0
0
1
CASH_OUT
102,153.86
acc7233467
1,776.23
0
acc6526214
230,676.07
353,532.56
0
0
1
PAYMENT
584.52
acc5867610
15,479
14,894.48
acc7070097
0
0
0
0
1
PAYMENT
6,113.14
acc1366591
15,629
9,515.86
acc5103245
0
0
0
0
1
CASH_OUT
369,989.2
acc669839
9,515.86
0
acc8188463
518,243.06
4,619,798.56
0
0
1
CASH_OUT
215,338.28
acc3178526
0
0
acc4430223
285,755.61
31,469.78
0
0
1
CASH_OUT
65,521.42
acc7556706
0
0
acc7969572
93,337.06
0
0
0
1
CASH_OUT
116,977.58
acc750163
0
0
acc2586742
191,043.06
1,363,368.51
0
0
1
CASH_OUT
262,392.36
acc8340293
0
0
acc4188747
457,286.01
1,186,556.81
0
0
1
CASH_OUT
51,121.05
acc508192
0
0
acc2586742
308,020.64
1,363,368.51
0
0
1
CASH_OUT
202,624.59
acc9008970
0
0
acc4235037
1,056,495.21
971,418.91
0
0
1
CASH_OUT
118,235.16
acc1466797
0
0
acc6526214
332,829.93
353,532.56
0
0
1
CASH_OUT
118,056.71
acc8572137
0
0
acc5977094
272,906.49
0
0
0
1
CASH_OUT
498,960.91
acc5951684
0
0
acc7763346
608,612.15
2,107,965.39
0
0
1
CASH_OUT
691,738.36
acc7324782
0
0
acc5471629
6,285,707.02
19,169,204.93
0
0
1
CASH_OUT
58,820.08
acc6731793
0
0
acc7763346
1,107,573.06
2,107,965.39
0
0
1
PAYMENT
4,419.04
acc2052793
52,951
48,531.96
acc743944
0
0
0
0
1
PAYMENT
4,270.02
acc5469988
9,516
5,245.98
acc4244447
0
0
0
0
1
PAYMENT
3,007.83
acc8314625
49,905
46,897.17
acc7693356
0
0
0
0
1
PAYMENT
1,824.59
acc2784938
25,138
23,313.41
acc994774
0
0
0
0
1
PAYMENT
993.46
acc6526812
19,448
18,454.54
acc1900309
0
0
0
0
1
CASH_OUT
302,693.14
acc5147043
18,454.54
0
acc1987097
306,239.03
97,263.78
0
0
1
PAYMENT
1,445.06
acc5963566
10,892
9,446.94
acc1321706
0
0
0
0
1
PAYMENT
4,059.25
acc5125471
4,186
126.75
acc8319530
0
0
0
0
1
PAYMENT
3,417.18
acc1197486
126.75
0
acc7411353
0
0
0
0