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
6
PAYMENT
795.78
acc1766381
199,169.85
198,374.07
acc7335411
0
0
0
0
6
TRANSFER
98,830.07
acc3819630
498,809.2
399,979.13
acc8057931
49,864.36
148,694.43
0
0
6
PAYMENT
7,930.71
acc7633625
399,979.13
392,048.42
acc3833537
0
0
0
0
6
PAYMENT
12,692.77
acc4531341
392,048.42
379,355.65
acc3999976
0
0
0
0
6
PAYMENT
33,410.82
acc7773247
379,355.65
345,944.83
acc2971401
0
0
0
0
6
PAYMENT
12,077.53
acc8135712
345,944.83
333,867.3
acc5470165
0
0
0
0
6
PAYMENT
7,377.42
acc7495628
333,867.3
326,489.88
acc4287953
0
0
0
0
6
PAYMENT
44,542.15
acc5292593
326,489.88
281,947.73
acc5015149
0
0
0
0
6
PAYMENT
8,802.64
acc7521258
281,947.73
273,145.1
acc2004159
0
0
0
0
6
PAYMENT
10,335.09
acc1679001
273,145.1
262,810.01
acc350443
0
0
0
0
6
PAYMENT
10,288.63
acc1404571
262,810.01
252,521.38
acc3216489
0
0
0
0
6
PAYMENT
17,202.8
acc8319859
252,521.38
235,318.58
acc5858836
0
0
0
0
6
PAYMENT
25,828.32
acc2038418
235,318.58
209,490.26
acc7191350
0
0
0
0
6
PAYMENT
4,669.49
acc3170227
209,490.26
204,820.77
acc4725867
0
0
0
0
6
PAYMENT
24,213.27
acc3400671
41,718
17,504.73
acc5986051
0
0
0
0
6
PAYMENT
529.53
acc4755949
123,255
122,725.47
acc1958765
0
0
0
0
6
PAYMENT
8,715.69
acc6108505
20,086
11,370.31
acc1633515
0
0
0
0
6
PAYMENT
24,978.31
acc4437709
29,411
4,432.69
acc6682849
0
0
0
0
6
PAYMENT
11,510.71
acc6746605
227,526
216,015.29
acc2320258
0
0
0
0
6
PAYMENT
13,999.1
acc384467
216,015.29
202,016.19
acc3830443
0
0
0
0
6
PAYMENT
87.34
acc3005126
21,112
21,024.66
acc6096097
0
0
0
0
6
PAYMENT
19,030.46
acc9050919
95
0
acc3021941
0
0
0
0
6
TRANSFER
274,324.05
acc6859252
21,459
0
acc1876793
136,995.77
2,077,254.38
0
0
6
CASH_OUT
43,410.17
acc8720355
0
0
acc1639450
62,574.57
105,984.74
0
0
6
CASH_OUT
275,905.67
acc1512314
0
0
acc379340
5,469,643.8
5,950,433.65
0
0
6
CASH_OUT
246,039.31
acc5242211
0
0
acc4110076
318,411.55
302,931.44
0
0
6
CASH_OUT
222,863.57
acc3616440
0
0
acc1371937
436,099.98
658,963.55
0
0
6
CASH_OUT
147,459.35
acc1578554
0
0
acc1987148
11,590,178.72
11,919,932.15
0
0
6
CASH_OUT
529,296.76
acc391079
0
0
acc5448165
1,495,824.1
9,113,630.99
0
0
6
CASH_OUT
132,163.7
acc474735
0
0
acc6646647
414,060.56
546,224.26
0
0
6
CASH_OUT
517,419.65
acc3491059
0
0
acc8430278
747,686.12
1,270,287.47
0
0
6
CASH_OUT
430,990.31
acc7517506
0
0
acc1411613
8,505,303.63
10,833,791
0
0
6
CASH_OUT
251,617.52
acc6724700
0
0
acc7830434
285,003.7
536,621.22
0
0
6
CASH_OUT
206,890.25
acc2395400
0
0
acc7334138
10,208,565.77
10,415,456.02
0
0
6
CASH_OUT
236,200.44
acc3080047
0
0
acc4251149
306,741.87
542,942.3
0
0
6
PAYMENT
3,219.24
acc1592441
1,207
0
acc3313449
0
0
0
0
6
PAYMENT
19,521.96
acc488873
2,025,120.86
2,005,598.91
acc7625547
0
0
0
0
6
CASH_IN
13,061.25
acc6287974
2,005,598.91
2,018,660.16
acc3778182
78,414
0
0
0
6
CASH_IN
209,467.79
acc5961153
2,018,660.16
2,228,127.95
acc6000467
7,677,825.34
7,468,357.55
0
0
6
CASH_IN
214,376.36
acc3479019
2,228,127.95
2,442,504.31
acc379340
5,745,549.46
5,950,433.65
0
0
6
CASH_IN
38,739.05
acc2442763
2,442,504.31
2,481,243.36
acc5284458
129,437.84
90,698.78
0
0
6
CASH_IN
553,080.97
acc4419142
2,481,243.36
3,034,324.34
acc7051300
13,335,717.68
12,782,636.7
0
0
6
CASH_IN
273,146.4
acc5149095
3,034,324.34
3,307,470.74
acc6821049
6,161,537.75
6,279,677.95
0
0
6
CASH_IN
262,976.08
acc6023399
3,307,470.74
3,570,446.82
acc1987148
11,737,638.07
11,919,932.15
0
0
6
CASH_IN
213,304.63
acc134530
3,570,446.82
3,783,751.45
acc761737
224,844.48
0
0
0
6
CASH_IN
421,361.07
acc1409180
3,783,751.45
4,205,112.52
acc5114175
7,334,738.66
6,724,357.4
0
0
6
CASH_IN
162,671.15
acc6907596
4,205,112.52
4,367,783.67
acc6199892
297,998.36
135,327.21
0
0
6
CASH_IN
10,325.88
acc2660831
4,367,783.67
4,378,109.55
acc8008183
27,606.88
17,281.01
0
0
6
CASH_IN
69,293.41
acc4369474
4,378,109.55
4,447,402.96
acc7086856
4,835,338.74
4,766,045.33
0
0
6
CASH_IN
99,494.58
acc8671868
4,447,402.96
4,546,897.54
acc5756504
370,647.1
271,152.52
0
0
6
CASH_IN
227,478.35
acc576963
4,546,897.54
4,774,375.89
acc5621351
476,750.34
249,272
0
0
6
CASH_IN
94,008.7
acc8967652
4,774,375.89
4,868,384.59
acc8265284
6,048,565.1
5,954,556.4
0
0
6
CASH_IN
53,212.23
acc3524960
4,868,384.59
4,921,596.82
acc5114175
6,913,377.58
6,724,357.4
0
0
6
CASH_IN
258,203.07
acc4361116
4,921,596.82
5,179,799.89
acc4328992
1,924,105.17
2,554,285.76
0
0
6
CASH_IN
608,716.97
acc855897
5,179,799.89
5,788,516.86
acc2486700
1,961,396.14
1,391,946.72
0
0
6
CASH_IN
273,342.27
acc7015982
5,788,516.86
6,061,859.13
acc3799227
568,627.12
295,284.85
0
0
6
CASH_IN
22,413.11
acc687639
6,061,859.13
6,084,272.24
acc2245507
156,113
133,699.89
0
0
6
CASH_IN
28,653.61
acc2446707
6,084,272.24
6,112,925.84
acc2510758
36,407.19
7,753.58
0
0
6
CASH_IN
100,059.16
acc7324751
6,112,925.84
6,212,985.01
acc7072366
200,599.52
100,540.36
0
0
6
CASH_IN
101,000.39
acc2957015
6,212,985.01
6,313,985.39
acc8650809
730,441.81
629,441.42
0
0
6
CASH_IN
48,275.89
acc4944446
6,313,985.39
6,362,261.28
acc4010159
106,728.01
58,452.12
0
0
6
CASH_IN
13,437.7
acc853545
6,362,261.28
6,375,698.98
acc7513771
46,820.71
33,383.01
0
0
6
CASH_IN
189,057.7
acc653177
6,375,698.98
6,564,756.68
acc3633700
1,063,743.47
874,685.77
0
0
6
CASH_IN
46,002.88
acc3840803
6,564,756.68
6,610,759.56
acc4910530
58,424.82
12,421.94
0
0
6
CASH_IN
163,639.7
acc1006013
6,610,759.56
6,774,399.25
acc3986949
258,513.25
94,873.55
0
0
6
CASH_IN
33,244.29
acc2713783
6,774,399.25
6,807,643.54
acc6001397
248,826.61
215,582.32
0
0
6
CASH_IN
56,799.45
acc2113249
6,807,643.54
6,864,442.99
acc4959617
180,938.43
179,072.77
0
0
6
CASH_IN
112,768.11
acc5755684
6,864,442.99
6,977,211.1
acc4389542
139,173.95
26,405.84
0
0
6
CASH_IN
253,967.93
acc4046352
6,977,211.1
7,231,179.03
acc5057482
271,136.67
17,168.74
0
0
6
CASH_IN
218,225.2
acc7459944
7,231,179.03
7,449,404.23
acc7152369
1,194,467.76
1,477,358.35
0
0
6
CASH_IN
262,198.19
acc1132174
7,449,404.23
7,711,602.42
acc8430278
1,265,105.77
1,270,287.47
0
0
6
CASH_IN
169,408.46
acc5920992
7,711,602.42
7,881,010.88
acc5994429
329,510.13
160,101.66
0
0
6
CASH_IN
74,554.42
acc8391473
7,881,010.88
7,955,565.29
acc544351
79,407.93
4,853.52
0
0
6
CASH_IN
115,572.56
acc354669
7,955,565.29
8,071,137.85
acc8599936
121,817
6,244.44
0
0
6
CASH_IN
348,217.27
acc2431218
8,071,137.85
8,419,355.12
acc6821049
5,888,391.35
6,279,677.95
0
0
6
CASH_IN
226,907.99
acc5598150
8,419,355.12
8,646,263.11
acc5908088
5,154,700.22
4,923,997
0
0
6
CASH_IN
390,456.9
acc2493270
8,646,263.11
9,036,720.01
acc8491475
501,964.17
345,283.88
0
0
6
CASH_IN
4,946.45
acc235833
9,036,720.01
9,041,666.46
acc4221594
40,175.26
35,228.81
0
0
6
CASH_IN
59,985.7
acc8157661
9,041,666.46
9,101,652.16
acc5598092
126,085.63
66,099.92
0
0
6
CASH_IN
72,106.27
acc5298998
9,101,652.16
9,173,758.43
acc117219
13,313,923.97
13,447,674.95
0
0
6
CASH_IN
16,798.63
acc5547822
9,173,758.43
9,190,557.06
acc1732054
74,638.42
57,839.79
0
0
6
CASH_IN
107,421.12
acc6477337
9,190,557.06
9,297,978.18
acc8952086
133,220.41
25,799.3
0
0
6
PAYMENT
3,788.69
acc7316944
33,170
29,381.31
acc3368269
0
0
0
0
6
CASH_OUT
233,776.61
acc6799000
45,364
0
acc8491475
111,507.27
345,283.88
0
0
6
CASH_OUT
359,241.43
acc2626124
0
0
acc1876793
411,319.82
2,077,254.38
0
0
6
PAYMENT
15,238.97
acc6161501
79,752
64,513.03
acc5504734
0
0
0
0
6
CASH_OUT
80,710.33
acc8912193
64,513.03
0
acc697882
15,662,807.36
15,944,428.35
0
0
6
PAYMENT
3,643.09
acc3224546
14,618
10,974.91
acc2198649
0
0
0
0
6
PAYMENT
16,073.13
acc1394516
130,358
114,284.87
acc6079809
0
0
0
0
6
PAYMENT
17,849.56
acc4886554
48,130
30,280.44
acc189147
0
0
0
0
6
PAYMENT
26,772.7
acc4723901
324
0
acc4091437
0
0
0
0
6
PAYMENT
19,346.62
acc6328710
69,043
49,696.38
acc4961808
0
0
0
0
6
PAYMENT
379.9
acc1386292
5,138
4,758.1
acc1546330
0
0
0
0
6
PAYMENT
34,795.88
acc5757240
918
0
acc6008664
0
0
0
0
6
CASH_OUT
114,634.43
acc2415979
0
0
acc577759
786,884.41
901,518.84
0
0
6
CASH_OUT
183,083.93
acc4582170
0
0
acc7218100
211,419.76
701,369.74
0
0
6
CASH_OUT
7,106.23
acc298037
0
0
acc2223519
30,691
37,797.23
0
0
6
CASH_OUT
400,794.34
acc2106334
0
0
acc7449732
7,297,266.51
7,526,564.89
0
0
6
CASH_OUT
21,476.23
acc34030
0
0
acc410532
50,020
71,496.23
0
0
6
CASH_OUT
155,270.31
acc2232516
0
0
acc6982820
346,277.88
618,730.52
0
0