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
4
PAYMENT
38,059.51
acc7745123
509.09
0
acc1798905
0
0
0
0
4
PAYMENT
3,272.71
acc5840096
4,352
1,079.29
acc8361456
0
0
0
0
4
PAYMENT
2,707.11
acc6729873
198,203
195,495.89
acc4755553
0
0
0
0
4
PAYMENT
2,776.75
acc8841967
20,499
17,722.25
acc8184800
0
0
0
0
4
PAYMENT
3,346.22
acc7515447
12,983
9,636.78
acc6367901
0
0
0
0
4
DEBIT
409.4
acc4650392
30,810.4
30,401
acc5281776
25,390.85
21,101.01
0
0
4
PAYMENT
6,326.75
acc4693407
30,401
24,074.25
acc4464795
0
0
0
0
4
TRANSFER
139,173.95
acc6276515
35,559
0
acc4389542
0
139,173.95
0
0
4
CASH_IN
208,096.95
acc7490158
0
208,096.95
acc1355711
486,798.02
42,270.49
0
0
4
CASH_IN
487,852.5
acc380356
208,096.95
695,949.45
acc3416753
9,670,814.67
8,975,709.58
0
0
4
CASH_IN
45,649.91
acc807599
695,949.45
741,599.36
acc8491475
382,380.75
229,190.56
0
0
4
CASH_IN
130,708.05
acc2548264
741,599.36
872,307.41
acc2074279
245,656.38
124,042.91
0
0
4
CASH_IN
143,618.67
acc4969521
872,307.41
1,015,926.08
acc8225525
1,840,076.94
1,623,962.37
0
0
4
CASH_IN
41,385.54
acc8900795
1,015,926.08
1,057,311.62
acc1662956
65,002
5,966.04
0
0
4
CASH_IN
51,147.41
acc648511
1,057,311.62
1,108,459.04
acc7860410
57,792.19
6,644.77
0
0
4
CASH_IN
246,059.61
acc4761650
1,108,459.04
1,354,518.65
acc7152369
1,982,491.06
1,356,589.82
0
0
4
CASH_IN
352,364.46
acc9033215
1,354,518.65
1,706,883.11
acc8188463
2,943,614.6
2,772,312.14
0
0
4
CASH_IN
225,639.52
acc8049557
1,706,883.11
1,932,522.64
acc7334138
10,896,546.76
10,670,907.24
0
0
4
CASH_IN
52,896.89
acc1951743
1,932,522.64
1,985,419.52
acc6862781
74,267
0
0
0
4
CASH_IN
409,664.42
acc1912203
1,985,419.52
2,395,083.94
acc3799227
637,177.97
227,513.56
0
0
4
CASH_IN
308,084.98
acc8351325
2,395,083.94
2,703,168.92
acc535694
1,454,495.92
2,648,013.13
0
0
4
CASH_IN
280,770.07
acc2050769
2,703,168.92
2,983,939
acc2926629
6,540,346.28
5,692,737.46
0
0
4
CASH_IN
221,970.49
acc6443030
2,983,939
2,983,939
acc5908088
2,983,939
6,671,931.33
0
0
4
CASH_IN
68,827.52
acc6193136
2,983,939
3,052,766.52
acc5887398
72,236
3,408.48
0
0
4
CASH_IN
180,075.86
acc2052087
3,052,766.52
3,232,842.37
acc8658101
921,817.65
217,964.09
0
0
4
CASH_IN
245,908.29
acc7827967
3,232,842.37
3,478,750.66
acc2020649
11,964,131.05
12,946,583.44
0
0
4
CASH_IN
80,199.62
acc460987
3,478,750.66
3,558,950.28
acc4188747
2,051,802.27
2,748,383.99
0
0
4
CASH_IN
573,435.74
acc6118052
3,558,950.28
4,132,386.02
acc1536208
7,444,816.87
6,800,716.51
0
0
4
CASH_IN
248,507.58
acc325484
4,132,386.02
4,380,893.6
acc3191437
308,745.42
60,237.85
0
0
4
CASH_IN
137,360.58
acc2151659
4,380,893.6
4,518,254.18
acc7152369
1,736,431.45
1,356,589.82
0
0
4
CASH_IN
48,951.75
acc276987
4,518,254.18
4,567,205.93
acc2074279
114,948.33
124,042.91
0
0
4
CASH_IN
99,107.68
acc3212971
4,567,205.93
4,666,313.62
acc5143533
1,807,303.97
1,628,181.42
0
0
4
CASH_IN
25,752.66
acc4051187
4,666,313.62
4,692,066.27
acc199984
335,758.15
5,515,949.57
0
0
4
CASH_IN
16,871.14
acc3116576
4,692,066.27
4,708,937.41
acc7723080
135,715.81
118,844.67
0
0
4
CASH_IN
34,688.77
acc318900
4,708,937.41
4,743,626.18
acc6646647
363,538.72
139,849.81
0
0
4
CASH_IN
208,461.54
acc7106609
4,743,626.18
4,952,087.72
acc1815535
259,823.45
51,361.91
0
0
4
CASH_IN
107,540.28
acc7518875
4,952,087.72
5,059,628
acc8491475
336,730.84
229,190.56
0
0
4
CASH_IN
180,025.45
acc143940
5,059,628
5,239,653.45
acc6821049
7,074,754.63
6,894,729.18
0
0
4
CASH_IN
86,497.62
acc8201606
5,239,653.45
5,326,151.07
acc6743083
146,063.74
59,566.12
0
0
4
CASH_IN
21,370.5
acc4476275
5,326,151.07
5,347,521.57
acc5143533
1,708,196.29
1,628,181.42
0
0
4
CASH_IN
130,407.77
acc7268121
5,347,521.57
5,477,929.34
acc8572265
13,060,826.21
0
0
0
4
PAYMENT
200.47
acc2944133
31,051
30,850.53
acc8979865
0
0
0
0
4
PAYMENT
3,973.91
acc7771454
30,850.53
26,876.62
acc1368216
0
0
0
0
4
PAYMENT
1,015.93
acc8464186
1,168
152.07
acc2493783
0
0
0
0
4
PAYMENT
8,221.47
acc232224
152.07
0
acc7367411
0
0
0
0
4
PAYMENT
7,222.78
acc7504228
64,443
57,220.22
acc3984376
0
0
0
0
4
PAYMENT
1,161.3
acc3736780
125,444
124,282.7
acc3181665
0
0
0
0
4
PAYMENT
2,463.48
acc4139228
3,921
1,457.52
acc2589094
0
0
0
0
4
CASH_OUT
51,614.78
acc3346933
1,457.52
0
acc5428987
214,020.92
265,635.7
0
0
4
TRANSFER
25,975.86
acc8815207
138
0
acc3002334
0
25,975.86
0
0
4
PAYMENT
3,011.78
acc5187211
21,044
18,032.22
acc6563386
0
0
0
0
4
PAYMENT
3,112.94
acc7388419
18,032.22
14,919.27
acc6283922
0
0
0
0
4
PAYMENT
423.65
acc3449922
196
0
acc5895384
0
0
0
0
4
PAYMENT
1,713.72
acc7343964
15,759
14,045.28
acc7448000
0
0
0
0
4
PAYMENT
6,188.07
acc7249456
14,045.28
7,857.21
acc2113568
0
0
0
0
4
PAYMENT
27,480.99
acc3568197
7,857.21
0
acc1628225
0
0
0
0
4
PAYMENT
2,343.87
acc2115100
21,566
19,222.13
acc4882301
0
0
0
0
4
PAYMENT
2,423.7
acc2291307
32,326
29,902.3
acc6619112
0
0
0
0
4
PAYMENT
3,722.55
acc7266910
4,541
818.45
acc3278358
0
0
0
0
4
CASH_OUT
58,046.34
acc3170040
818.45
0
acc2074279
65,996.58
124,042.91
0
0
4
PAYMENT
709.56
acc4302078
31,400
30,690.44
acc5236606
0
0
0
0
4
PAYMENT
2,524.23
acc1523302
249,333
246,808.77
acc6251308
0
0
0
0
4
PAYMENT
1,427
acc5186062
29,868
28,441
acc6987099
0
0
0
0
4
PAYMENT
952.48
acc37979
46,570
45,617.52
acc901220
0
0
0
0
4
PAYMENT
3,684.23
acc8215271
45,617.52
41,933.3
acc1275780
0
0
0
0
4
PAYMENT
808.11
acc8289740
4,801
3,992.89
acc265200
0
0
0
0
4
PAYMENT
1,522.02
acc586326
189
0
acc750308
0
0
0
0
4
PAYMENT
5,249.58
acc3261200
13,476
8,226.42
acc6123487
0
0
0
0
4
PAYMENT
1,680.88
acc767905
20,388
18,707.12
acc5069520
0
0
0
0
4
CASH_OUT
12,414.4
acc1044716
18,707.12
6,292.72
acc4223006
33,316.54
45,730.94
0
0
4
PAYMENT
2,674.97
acc6785556
0
0
acc5635973
0
0
0
0
4
CASH_OUT
75,146.85
acc4098598
0
0
acc1464509
77,486
61,986.75
0
0
4
CASH_OUT
186,125.39
acc8667126
0
0
acc5994429
211,059.6
252,667.53
0
0
4
PAYMENT
1,950.33
acc4268932
334,103
332,152.67
acc2202570
0
0
0
0
4
PAYMENT
3,969.94
acc6089582
5,743
1,773.06
acc478801
0
0
0
0
4
PAYMENT
2,413.57
acc1075154
287
0
acc3153992
0
0
0
0
4
PAYMENT
3,690.54
acc5786004
22,861
19,170.46
acc7048228
0
0
0
0
4
PAYMENT
8,402.36
acc5477751
19,170.46
10,768.1
acc3039168
0
0
0
0
4
PAYMENT
2,582.66
acc3777316
12,332
9,749.34
acc7040184
0
0
0
0
4
PAYMENT
6,122.88
acc7052067
9,749.34
3,626.46
acc5177261
0
0
0
0
4
CASH_IN
57,894.54
acc6726004
50,413
108,307.54
acc5598092
0
0
0
0
4
PAYMENT
865.79
acc7828850
108,307.54
107,441.76
acc449560
0
0
0
0
4
PAYMENT
494.11
acc9025489
10,100
9,605.89
acc8499751
0
0
0
0
4
PAYMENT
46.88
acc30007
25,500
25,453.12
acc2513881
0
0
0
0
4
PAYMENT
5,159.5
acc3240134
22,366
17,206.5
acc877806
0
0
0
0
4
PAYMENT
1,292.42
acc2645784
9,910
8,617.58
acc6572891
0
0
0
0
4
TRANSFER
64,279.74
acc6289523
21,370.11
0
acc4251149
16,997.22
81,276.96
0
0
4
PAYMENT
3,953.73
acc646480
0
0
acc8778101
0
0
0
0
4
TRANSFER
94,450.19
acc8479497
42,837
0
acc7414246
303,473.14
88,544.15
0
0
4
PAYMENT
1,016.95
acc5334108
0
0
acc6385676
0
0
0
0
4
PAYMENT
9,030.55
acc8597938
0
0
acc1801525
0
0
0
0
4
PAYMENT
8,687.83
acc1183352
0
0
acc7396991
0
0
0
0
4
PAYMENT
3,207.13
acc285684
0
0
acc424055
0
0
0
0
4
PAYMENT
985.95
acc5862658
0
0
acc9073487
0
0
0
0
4
PAYMENT
16,004.53
acc4145572
0
0
acc5423078
0
0
0
0
4
PAYMENT
11,557.67
acc1882355
0
0
acc3098325
0
0
0
0
4
PAYMENT
3,848.39
acc6117111
0
0
acc7282652
0
0
0
0
4
PAYMENT
8,976.25
acc1500664
0
0
acc8855287
0
0
0
0
4
PAYMENT
6,650.35
acc5281202
0
0
acc368750
0
0
0
0
4
PAYMENT
23,159.45
acc399571
0
0
acc2247664
0
0
0
0