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
CASH_IN
107,547.52
acc3306327
2,731,239.25
2,838,786.77
acc5143533
1,081,094.78
1,259,045.81
0
0
2
CASH_IN
24,889.66
acc7478403
2,838,786.77
2,863,676.43
acc6646647
261,783.61
469,207.53
0
0
2
CASH_IN
262,535.15
acc6411992
2,863,676.43
3,126,211.59
acc7723080
398,250.96
135,715.81
0
0
2
CASH_IN
286,710.32
acc4875672
3,126,211.59
3,412,921.91
acc8225525
1,821,797.08
1,791,710.89
0
0
2
CASH_IN
241,906.13
acc3888269
3,412,921.91
3,654,828.04
acc2016304
246,269.21
0
0
0
2
CASH_IN
227,500.21
acc3262375
3,654,828.04
3,882,328.25
acc7763346
1,382,821.48
1,155,321.27
0
0
2
CASH_IN
353,902.72
acc2674878
3,882,328.25
4,236,230.97
acc7755811
583,735.01
61,151.23
0
0
2
CASH_IN
138,805.3
acc4169187
4,236,230.97
4,375,036.28
acc2106348
3,558,749.78
3,419,944.48
0
0
2
CASH_IN
126,516.27
acc7560055
4,375,036.28
4,501,552.55
acc4368933
202,636.54
76,120.27
0
0
2
CASH_IN
121,752.39
acc939022
4,501,552.55
4,623,304.93
acc5114175
4,474,819.61
4,410,975.57
0
0
2
CASH_IN
214,226.11
acc1281311
4,623,304.93
4,837,531.04
acc7610359
352,621.6
138,395.49
0
0
2
CASH_IN
140,691.04
acc2078997
4,837,531.04
4,978,222.08
acc6919254
2,790,760.39
2,906,551.06
0
0
2
CASH_IN
42,646.67
acc8992372
4,978,222.08
5,020,868.75
acc125943
82,649
40,002.33
0
0
2
CASH_IN
218,881.33
acc3770033
5,020,868.75
5,239,750.08
acc535694
1,923,049.64
1,923,836.34
0
0
2
CASH_IN
200,373.08
acc6738358
5,239,750.08
5,440,123.16
acc3416753
10,336,284.31
10,135,911.23
0
0
2
CASH_IN
79,079.01
acc7715885
5,440,123.16
5,519,202.17
acc2288737
87,801.99
8,722.97
0
0
2
CASH_IN
36,775.45
acc2137274
5,519,202.17
5,555,977.62
acc451374
47,093.11
10,317.66
0
0
2
CASH_IN
49,512.11
acc4334282
5,555,977.62
5,605,489.74
acc1372250
498,678.55
449,166.44
0
0
2
CASH_IN
170,063.55
acc8311675
5,605,489.74
5,775,553.29
acc7739610
252,910.22
82,846.67
0
0
2
CASH_IN
88,510.71
acc2476530
5,775,553.29
5,864,064
acc3999785
1,180,072.71
744,264.96
0
0
2
CASH_IN
116,197.94
acc1121251
5,864,064
5,980,261.95
acc3999785
1,091,562
744,264.96
0
0
2
CASH_IN
193,954.94
acc2990621
5,980,261.95
6,174,216.89
acc1421560
16,878,884.88
16,684,929.93
0
0
2
CASH_IN
94,841.38
acc211578
6,174,216.89
6,269,058.27
acc4749645
5,605,441.77
5,579,568.65
0
0
2
CASH_IN
275,712.54
acc5779034
6,269,058.27
6,269,058.27
acc8572265
6,269,058.27
11,073,556.18
0
0
2
CASH_IN
38,978.32
acc5325759
6,269,058.27
6,308,036.58
acc3999785
975,364.06
744,264.96
0
0
2
CASH_IN
63,116.69
acc2490551
6,308,036.58
6,371,153.27
acc7061908
124,106.53
34,856.89
0
0
2
CASH_IN
28,652.4
acc3631524
6,371,153.27
6,399,805.66
acc138661
215,851.28
281,857.03
0
0
2
CASH_IN
391,970.1
acc6884326
6,399,805.66
6,791,775.76
acc5471629
18,654,338.84
18,122,628.7
0
0
2
CASH_IN
157,570.4
acc7336287
6,791,775.76
6,949,346.16
acc8658101
1,244,375.57
1,070,702.75
0
0
2
CASH_IN
152,991.7
acc6049584
6,949,346.16
7,102,337.86
acc8191498
5,209,699.06
5,056,707.37
0
0
2
CASH_IN
252,555.37
acc4506625
7,102,337.86
7,354,893.23
acc1987148
10,516,859.72
10,155,564.02
0
0
2
CASH_IN
143,669.66
acc902169
7,354,893.23
7,498,562.89
acc4925905
681,364.03
1,097,218.45
0
0
2
CASH_IN
77,711.94
acc367208
7,498,562.89
7,576,274.83
acc2139001
84,480.17
6,768.24
0
0
2
CASH_IN
81,687.69
acc1528870
7,576,274.83
7,657,962.52
acc5281776
130,747.56
49,059.87
0
0
2
CASH_IN
211,454.31
acc5495110
7,657,962.52
7,869,416.83
acc8188463
4,175,810.62
3,964,356.31
0
0
2
CASH_IN
70,396.7
acc4677694
7,869,416.83
7,939,813.54
acc6463772
141,110.62
70,713.92
0
0
2
CASH_IN
87,551.31
acc4946462
7,939,813.54
8,027,364.84
acc313383
140,396.66
52,845.35
0
0
2
CASH_IN
70,060.61
acc8156195
8,027,364.84
8,097,425.46
acc3999785
936,385.74
744,264.96
0
0
2
CASH_IN
119,084.3
acc168846
8,097,425.46
8,216,509.75
acc3782028
130,216.32
0
0
0
2
CASH_IN
63,590.82
acc6770152
8,216,509.75
8,280,100.58
acc7732982
122,229.61
58,638.78
0
0
2
CASH_IN
124,919.54
acc6133516
8,280,100.58
8,405,020.12
acc1121170
176,493.89
51,574.35
0
0
2
CASH_IN
481,106.85
acc8328355
8,405,020.12
8,886,126.96
acc1429843
964,280.48
483,173.63
0
0
2
CASH_IN
54,664.96
acc1667334
8,886,126.96
8,940,791.92
acc6743083
227,800.94
173,135.98
0
0
2
CASH_IN
56,316.65
acc5889143
8,940,791.92
8,997,108.57
acc6911399
57,647.6
86,242.27
0
0
2
CASH_IN
9,638.88
acc7346665
8,997,108.57
9,006,747.44
acc4339336
15,448
0
0
0
2
CASH_IN
79,346.19
acc3543408
9,006,747.44
9,086,093.64
acc5684798
2,039,555.72
2,107,162.1
0
0
2
CASH_IN
54,168.83
acc3313828
9,086,093.64
9,140,262.47
acc4235037
927,281.7
1,166,470.9
0
0
2
CASH_IN
93,187.96
acc5601997
9,140,262.47
9,233,450.43
acc535694
1,704,168.3
1,923,836.34
0
0
2
CASH_IN
139,740.04
acc7369922
9,233,450.43
9,373,190.47
acc5471629
18,262,368.74
18,122,628.7
0
0
2
CASH_IN
132,890.64
acc6341815
9,373,190.47
9,506,081.11
acc5684798
1,960,209.53
2,107,162.1
0
0
2
CASH_IN
31,876.77
acc6314532
9,506,081.11
9,506,081.11
acc8572265
9,506,081.11
11,073,556.18
0
0
2
CASH_IN
212,291.34
acc6504660
9,506,081.11
9,718,372.45
acc5280099
251,192.4
45,982.28
0
0
2
CASH_IN
103,835.15
acc6563535
9,718,372.45
9,822,207.6
acc8658101
1,086,805.17
1,070,702.75
0
0
2
CASH_IN
67,997.07
acc5934625
9,822,207.6
9,890,204.67
acc6000467
8,881,773.68
8,813,776.61
0
0
2
CASH_IN
123,950.2
acc618429
9,890,204.67
10,014,154.87
acc3999785
866,325.13
744,264.96
0
0
2
CASH_IN
313,452.48
acc5903591
10,014,154.87
10,327,607.34
acc4925905
537,694.37
1,097,218.45
0
0
2
CASH_IN
168,681.06
acc819942
10,327,607.34
10,496,288.4
acc7755811
229,832.29
61,151.23
0
0
2
CASH_IN
160,370.33
acc8366802
10,496,288.4
10,656,658.73
acc1987148
10,264,304.34
10,155,564.02
0
0
2
PAYMENT
10,324.3
acc222882
5,809.12
0
acc3528419
0
0
0
0
2
PAYMENT
24,953.83
acc2627826
0
0
acc3355770
0
0
0
0
2
DEBIT
7,257.37
acc4815413
32,516.91
25,259.53
acc1250069
22,233.65
29,491.02
0
0
2
CASH_OUT
101,226.51
acc3890146
25,259.53
0
acc6646647
236,893.95
469,207.53
0
0
2
PAYMENT
3,382.36
acc7215134
148
0
acc840955
0
0
0
0
2
DEBIT
6,459.82
acc8346646
244,813
238,353.18
acc6175700
9,807.8
17,320.91
0
0
2
PAYMENT
2,678.1
acc2846177
84,754
82,075.9
acc6752964
0
0
0
0
2
TRANSFER
365,254.36
acc138794
24,354
0
acc4328992
296,699.75
1,528,227.01
0
0
2
PAYMENT
10,625.49
acc4044238
35,805
25,179.51
acc702898
0
0
0
0
2
DEBIT
5,230.89
acc4989679
12,380
7,149.11
acc5143533
973,547.26
1,259,045.81
0
0
2
PAYMENT
31,958.09
acc5740999
7,149.11
0
acc5554541
0
0
0
0
2
PAYMENT
2,449.65
acc5556590
337
0
acc2156327
0
0
0
0
2
PAYMENT
6,723.8
acc6278158
5,306
0
acc1174227
0
0
0
0
2
PAYMENT
1,327.37
acc4756374
159,579.68
158,252.31
acc2167269
0
0
0
0
2
PAYMENT
11,000.73
acc1432838
158,252.31
147,251.58
acc3115618
0
0
0
0
2
PAYMENT
1,576.82
acc4733377
186,381
184,804.18
acc6527560
0
0
0
0
2
PAYMENT
14,229.35
acc7729529
184,804.18
170,574.82
acc2554912
0
0
0
0
2
PAYMENT
2,280.09
acc5755027
170,574.82
168,294.74
acc7331591
0
0
0
0
2
TRANSFER
108,157.51
acc4437359
11,891
0
acc5473720
18,474.7
126,632.21
0
0
2
PAYMENT
10,909.31
acc4150424
11,466
556.69
acc8517893
0
0
0
0
2
PAYMENT
3,236.42
acc5496450
2,042
0
acc1002041
0
0
0
0
2
PAYMENT
2,153.63
acc470891
21,879.07
19,725.43
acc3366312
0
0
0
0
2
PAYMENT
15,803.6
acc8059976
19,725.43
3,921.83
acc6234287
0
0
0
0
2
PAYMENT
2,040.71
acc2895457
3,921.83
1,881.12
acc1324829
0
0
0
0
2
PAYMENT
10,693.28
acc1944609
1,881.12
0
acc6020272
0
0
0
0
2
PAYMENT
13,651.49
acc4056901
0
0
acc4530269
0
0
0
0
2
PAYMENT
5,954.41
acc6619822
0
0
acc7098955
0
0
0
0
2
PAYMENT
3,493.65
acc4931806
0
0
acc4755421
0
0
0
0
2
PAYMENT
7,699.52
acc1219610
0
0
acc1838487
0
0
0
0
2
PAYMENT
1,612.26
acc4275540
13,262
11,649.74
acc8945486
0
0
0
0
2
PAYMENT
3,000.33
acc2873702
11,649.74
8,649.41
acc6149928
0
0
0
0
2
PAYMENT
5,898.58
acc8322482
84,672
78,773.42
acc6189801
0
0
0
0
2
PAYMENT
6,490.35
acc8597709
78,773.42
72,283.07
acc3950522
0
0
0
0
2
PAYMENT
2,388.04
acc3429756
50,922
48,533.96
acc3532070
0
0
0
0
2
PAYMENT
5,398.19
acc5289711
1,488
0
acc6571402
0
0
0
0
2
PAYMENT
7,201.74
acc3340443
104,385
97,183.26
acc1178997
0
0
0
0
2
PAYMENT
12,882.91
acc2409143
20,640
7,757.09
acc3058117
0
0
0
0
2
CASH_IN
71,045.05
acc7835158
5,724
76,769.05
acc3508878
0
0
0
0
2
PAYMENT
5,769.55
acc4102001
60,891
55,121.45
acc6860708
0
0
0
0
2
PAYMENT
9,633.82
acc4772012
6,847
0
acc4601062
0
0
0
0
2
PAYMENT
7,094.53
acc4510395
0
0
acc927231
0
0
0
0
2
PAYMENT
12,710.27
acc3713467
325,690
312,979.73
acc4061992
0
0
0
0