transaction_id
string
timestamp
string
sender_account
int64
receiver_account
int64
transaction_type
string
merchant_category
string
location
string
device_used
string
is_fraud
bool
fraud_type
string
time_since_last_transaction
float64
spending_deviation_score
float64
velocity_score
int64
geo_anomaly_score
float64
payment_channel
string
ip_address
string
device_hash
string
amount_ngn
float64
bvn_linked
bool
new_device_transaction
bool
sender_persona
string
geospatial_velocity_anomaly
bool
txn_hour
int64
is_weekend
int64
is_salary_week
int64
is_night_txn
int64
device_seen_count
int64
is_device_shared
int64
ip_seen_count
int64
is_ip_shared
int64
user_txn_count_total
int64
user_avg_txn_amt
float64
user_std_txn_amt
float64
user_txn_frequency_24h
int64
user_top_category
string
txn_count_last_1h
int64
txn_count_last_24h
int64
total_amount_last_1h
float64
time_since_last
float64
avg_gap_between_txns
float64
merchant_fraud_rate
float64
channel_risk_score
float64
persona_fraud_risk
float64
location_fraud_risk
float64
ip_geo_region
string
T3838027
2023-06-06 16:03:40.799607
1,001,021,391
7,047,964,617
payment
Other Transaction
Kano
web
false
null
-4,436.778913
1.58
19
0.98
USSD
102.89.47.232
D6849681
19,030.77
true
true
Trader
false
16
0
0
0
2
1
313
1
8
138,002.0025
132,876.687684
4
Data Subscription (Airtel)
4
4
552,008.01
77,833.64506
40,746.544853
0.051852
0.8
0.7
0.02
North West
T4593055
2023-07-28 11:29:07.837895
1,001,021,391
6,974,000,869
deposit
Other Transaction
Kano
atm
false
null
3,549.67189
-1.6
1
0.39
Bank Transfer
197.210.7.188
D6411600
1,014,449.63
true
true
Trader
false
11
0
1
0
1
0
31
1
8
313,291.528
408,502.447174
5
Data Subscription (Airtel)
5
5
1,566,457.64
74,605.450638
47,518.32601
0.051471
0.3
0.7
0.019608
North West
T3388445
2023-12-15 18:48:25.886761
1,001,021,391
8,919,709,598
payment
Data Subscription (Airtel)
Benin City
pos
false
null
6,013.75522
-0.07
17
0.82
Card
105.112.219.233
D3334552
266,134.68
true
true
Trader
false
18
0
0
0
2
1
2
1
8
305,432.053333
365,882.53242
6
Data Subscription (Airtel)
6
6
1,832,592.32
202,039.300814
73,271.82181
0.066667
0.4
0.7
0.033333
South South
T4567306
2023-12-24 13:39:25.574849
1,001,021,391
2,430,763,527
transfer
SportyBet Deposit
Ibadan
web
false
null
-592.598991
0.8
2
0.03
Mobile App
105.112.162.17
D6874601
96,658.05
true
true
Trader
false
13
1
0
0
2
1
7
1
8
275,607.195714
343,198.209784
7
Data Subscription (Airtel)
7
7
1,929,250.37
12,650.994801
64,611.703666
0
0.6
0.7
0.057143
South West
T4321429
2023-12-26 23:17:11.942780
1,001,021,391
2,557,661,646
withdrawal
Shoprite Purchase
Port Harcourt
web
false
null
4,633.462818
0.26
18
0.44
Bank Transfer
41.58.149.150
D6510775
10,000
true
true
Trader
false
23
0
1
0
1
0
36
1
8
242,406.29625
331,326.091381
8
Data Subscription (Airtel)
8
8
1,939,250.37
3,457.772799
56,967.462308
0
0.3
0.7
0
South South
T1661456
2023-01-10 17:51:34.775871
1,001,029,749
3,057,541,755
transfer
Bolt Ride
Benin City
atm
false
null
-689.767361
0.38
15
0.87
USSD
41.58.209.179
D3408816
41,266.35
true
true
Salary Earner
false
17
0
0
0
1
0
41
1
3
41,266.35
0
1
ATM Withdrawal
1
1
41,266.35
0
0
0
0.8
0.4
0.032787
South South
T1021989
2023-02-25 16:14:03.274125
1,001,029,749
1,241,357,366
transfer
SPAR Purchase
Ibadan
atm
false
null
null
-1.16
1
0.06
USSD
102.89.45.102
D9725367
28,036.09
true
false
Salary Earner
false
16
1
1
0
1
0
321
1
3
34,651.22
9,355.206563
2
ATM Withdrawal
2
2
69,302.44
66,142.474971
33,071.237485
0.035714
0.8
0.4
0.056338
South West
T4599577
2023-09-26 12:02:39.798743
1,001,029,749
3,141,806,693
withdrawal
ATM Withdrawal
Kaduna
mobile
false
null
5,686.346951
-0.42
12
0.83
Mobile App
102.89.33.193
D5248581
401,929.64
true
true
Salary Earner
false
12
0
1
0
2
1
288
1
3
157,077.36
212,151.453473
3
ATM Withdrawal
3
3
471,232.08
306,468.608744
124,203.694572
0
0.6
0.4
0.016949
North West
T3677032
2023-01-19 13:29:18.273081
1,001,030,735
4,516,373,457
payment
Other Transaction
Ibadan
atm
false
null
-673.370723
-1.25
4
0.07
Bank Transfer
197.210.172.136
D3687970
1,016,375.54
true
true
Trader
false
13
0
0
0
2
1
21
1
5
1,016,375.54
0
1
Other Transaction
1
1
1,016,375.54
0
0
0.051095
0.3
0.7
0.055556
South West
T2430120
2023-01-27 17:34:24.179205
1,001,030,735
3,487,186,416
transfer
Other Transaction
Aba
mobile
false
null
-3,705.44436
-0.5
1
0.23
USSD
41.58.149.37
D5021246
384,053.5
true
true
Trader
false
17
0
1
0
2
1
46
1
5
700,214.52
447,119.202378
2
Other Transaction
2
2
1,400,429.04
11,765.098435
5,882.549218
0.050725
0.8
0.7
0.016393
South East
T2562744
2023-02-05 17:05:37.875709
1,001,030,735
6,272,365,670
transfer
Other Transaction
Aba
web
false
null
863.591027
0.08
1
0.97
USSD
41.58.129.190
D6832629
55,270.07
true
true
Trader
false
17
1
0
0
3
1
39
1
5
485,233.036667
488,476.104939
3
Other Transaction
3
3
1,455,699.11
12,931.228275
8,232.108903
0.05036
0.8
0.7
0.016129
South East
T1974327
2023-06-19 10:14:34.876544
1,001,030,735
3,120,930,602
withdrawal
Other Transaction
Lagos
atm
false
null
-4,358.772559
-0.02
16
0.7
Bank Transfer
41.58.154.88
D6296574
527,062.26
true
true
Trader
false
10
0
0
0
1
0
39
1
5
495,690.3425
399,387.060855
4
Other Transaction
4
4
1,982,761.37
192,548.950014
54,311.319181
0.05
0.3
0.7
0.042857
South West
T1203432
2023-12-16 14:44:03.088973
1,001,030,735
9,886,530,745
withdrawal
Church Offering
Abuja
pos
false
null
null
0.88
8
0.57
Bank Transfer
105.113.187.192
D2282184
3,779,751.16
true
false
Trader
false
14
1
0
0
1
0
6
1
5
1,152,502.506
1,508,855.065568
5
Other Transaction
5
5
5,762,512.53
259,469.470207
95,342.949386
0.034483
0.3
0.7
0.02
North Central
T5086708
2023-02-27 19:10:52.293882
1,001,041,081
6,515,261,478
payment
Local Market Purchase
Kano
atm
false
null
-3,317.290628
0.22
18
0.6
USSD
102.89.35.139
D4795901
11,480.76
true
true
Student
false
19
0
1
0
2
1
308
1
5
11,480.76
0
1
ATM Withdrawal
1
1
11,480.76
0
0
0.045455
0.8
0.5
0.019231
North West
T124356
2023-04-06 05:59:23.618949
1,001,041,081
6,582,328,355
payment
Filmhouse Cinemas Ticket
Kaduna
atm
false
null
null
0.76
20
0.66
Card
105.114.65.143
D1153281
14,375.19
true
false
Student
false
5
0
0
0
1
0
5
1
5
12,927.975
2,046.671081
2
ATM Withdrawal
2
2
25,855.95
53,928.522084
26,964.261042
0.08
0.4
0.5
0.016667
North West
T1438712
2023-05-27 01:21:01.591437
1,001,041,081
8,812,214,099
payment
ATM Withdrawal
Enugu
pos
false
null
-3,290.263337
-1.06
17
0.83
USSD
41.58.235.167
D1119933
13,388.4
true
true
Student
false
1
1
1
0
2
1
27
1
5
13,081.45
1,471.426173
3
ATM Withdrawal
3
3
39,244.35
73,161.632875
42,363.384986
0
0.8
0.5
0.063492
South East
T4625482
2023-06-15 21:53:21.555432
1,001,041,081
3,474,242,478
payment
ATM Withdrawal
Enugu
mobile
false
null
940.404434
1.36
20
0.99
Card
41.58.147.42
D6212451
113,685.47
true
true
Student
false
21
0
0
0
3
1
47
1
5
38,232.455
50,316.35526
4
ATM Withdrawal
4
4
152,929.82
28,592.332733
38,920.621923
0
0.4
0.5
0.0625
South East
T913655
2023-10-09 01:35:35.604593
1,001,041,081
1,598,374,863
deposit
Jumia Purchase
Abuja
web
false
null
3,925.783607
-0.13
8
0.25
Card
105.112.106.176
D6367742
1,036,747.8
true
true
Student
false
1
0
0
0
1
0
4
1
5
237,935.524
448,670.68162
5
ATM Withdrawal
5
5
1,189,677.62
165,822.234153
64,300.944369
0
0.4
0.5
0.019608
North Central
T1812907
2023-03-26 12:16:27.769307
1,001,059,729
8,090,407,915
withdrawal
ABC Transport Ticket
Benin City
atm
false
null
-5,925.870737
-0.57
10
0.54
Bank Transfer
105.114.199.168
D7406419
241,841.97
true
true
Salary Earner
false
12
1
1
0
1
0
9
1
8
241,841.97
0
1
Other Transaction
1
1
241,841.97
0
0
0
0.3
0.4
0.032258
South South
T4806224
2023-05-07 15:09:44.240864
1,001,059,729
7,675,545,769
deposit
Other Transaction
Aba
atm
false
null
-4,289.945236
-0.58
16
0.84
Bank Transfer
41.58.158.150
D1026589
2,499,811.4
true
true
Salary Earner
false
15
1
0
0
1
0
41
1
8
1,370,826.685
1,596,625.495665
2
Other Transaction
2
2
2,741,653.37
60,653.274526
30,326.637263
0.049645
0.3
0.4
0.015873
South East
T1084778
2023-08-02 17:19:21.798238
1,001,059,729
7,819,530,812
transfer
SPAR Purchase
Benin City
atm
false
null
-3,404.431063
-1.41
9
0.23
Bank Transfer
41.58.218.125
D7917669
29,351.15
true
true
Salary Earner
false
17
0
0
0
2
1
41
1
8
923,668.173333
1,369,108.721166
3
Other Transaction
3
3
2,771,004.52
125,409.625956
62,020.966827
0.034483
0.3
0.4
0.031746
South South
T2994469
2023-11-14 14:48:05.502724
1,001,059,729
9,867,712,789
deposit
Konga Order
Lagos
web
false
null
6,035.151593
0.03
11
0.21
Mobile App
41.58.198.154
D9458726
1,151,725.63
true
true
Salary Earner
false
14
0
0
0
2
1
40
1
8
980,682.5375
1,123,673.296737
4
Other Transaction
4
4
3,922,730.15
149,608.728408
83,917.907223
0.1
0.6
0.4
0.042254
South West
T3374589
2023-11-22 14:41:42.089230
1,001,059,729
4,143,253,791
transfer
Local Market Purchase
Ibadan
mobile
false
null
62.810996
0.68
19
0.16
Card
197.210.146.157
D2342453
16,567.02
true
true
Salary Earner
false
14
0
0
0
1
0
18
1
8
787,859.434
1,064,370.708243
5
Other Transaction
5
5
3,939,297.17
11,513.609775
69,437.047733
0.043478
0.4
0.4
0.054795
South West
T1114789
2023-11-26 05:30:09.423269
1,001,059,729
1,929,972,757
withdrawal
Other Transaction
Abuja
web
false
null
2,247.275174
0.02
2
0.42
Mobile App
41.58.163.130
D1975781
313,166.91
true
true
Salary Earner
false
5
1
1
0
3
1
46
1
8
708,744.013333
971,526.377602
6
Other Transaction
6
6
4,252,464.08
5,208.455567
58,732.282372
0.049296
0.6
0.4
0.019231
North Central
T114444
2023-12-19 14:44:27.721766
1,001,059,729
1,082,583,800
transfer
Bolt Ride
Onitsha
atm
false
null
null
0.04
9
0.97
Bank Transfer
102.89.42.62
D3888797
23,992.05
true
false
Salary Earner
false
14
0
0
0
2
1
299
1
8
610,922.304286
923,870.4054
7
Other Transaction
7
7
4,276,456.13
33,674.304975
55,152.571315
0
0.3
0.4
0.031746
South East
T559350
2023-12-21 10:18:15.625902
1,001,059,729
5,400,869,419
withdrawal
Other Transaction
Port Harcourt
pos
false
null
183.915807
-0.06
13
0.1
Bank Transfer
105.114.36.248
D4465689
759,742.81
true
true
Salary Earner
false
10
0
0
0
2
1
2
1
8
629,524.8675
856,954.595889
8
Other Transaction
8
8
5,036,198.94
2,613.798402
48,585.224701
0.048951
0.3
0.4
0
South South
T2770789
2023-02-26 13:12:56.501395
1,001,061,813
8,434,031,859
payment
Other Transaction
Lagos
pos
false
null
-4,134.36228
1.44
18
0.44
Mobile App
105.113.213.6
D2825746
50,969.6
true
true
Salary Earner
false
13
1
1
0
2
1
3
1
4
50,969.6
0
1
Other Transaction
1
1
50,969.6
0
0
0.048611
0.6
0.4
0.041667
South West
T931786
2023-08-08 10:00:21.707927
1,001,061,813
6,085,957,558
payment
Other Transaction
Kaduna
mobile
true
Account Takeover
201.118188
-0.84
8
0.55
USSD
105.112.32.46
D1839621
128,270.41
true
true
Salary Earner
false
10
0
0
0
1
0
8
1
4
89,620.005
54,659.926942
2
Other Transaction
2
2
179,240.01
234,527.420109
117,263.710054
0.048276
0.8
0.4
0.016393
North West
T284474
2023-08-12 15:38:16.229851
1,001,061,813
1,745,925,008
payment
POS Withdrawal
Benin City
mobile
false
null
null
-0.54
4
0.56
Bank Transfer
105.112.34.38
D7989610
89,398.12
true
false
Salary Earner
false
15
1
0
0
2
1
3
1
4
89,546.043333
38,650.6173
3
Other Transaction
3
3
268,638.13
6,097.908699
80,208.442936
0.05
0.3
0.4
0.03125
South South
T3106784
2023-11-01 09:50:18.498072
1,001,061,813
8,836,400,024
payment
SPAR Purchase
Lagos
pos
false
null
6,419.899166
-0.59
4
0.05
Card
105.112.66.236
D4124296
137,414.84
true
true
Salary Earner
false
9
0
0
0
1
0
6
1
4
101,513.2425
39,607.687411
4
Other Transaction
4
4
406,052.97
116,292.037804
89,229.341653
0.033333
0.4
0.4
0.041096
South West
T777616
2023-01-25 03:35:06.896771
1,001,062,838
8,698,310,713
withdrawal
Bolt Ride
Kaduna
pos
false
null
null
-2.18
3
0.37
USSD
105.112.53.140
D2851173
590,560.33
true
false
Salary Earner
false
3
0
1
0
1
0
4
1
6
590,560.33
0
1
Flutterwave Payment
1
1
590,560.33
0
0
0
0.8
0.4
0.032258
North West
T1459984
2023-04-04 07:39:49.177856
1,001,062,838
7,751,989,433
transfer
Other Transaction
Benin City
mobile
false
null
-2,363.315269
0.07
10
0.23
Mobile App
105.112.126.36
D5861532
127,731.25
true
true
Salary Earner
false
7
0
0
0
1
0
3
1
6
359,145.79
327,269.580998
2
Flutterwave Payment
2
2
718,291.58
99,604.704685
49,802.352342
0.054795
0.6
0.4
0.030769
South South
T2805564
2023-06-04 11:33:30.593162
1,001,062,838
5,558,839,420
deposit
Konga Order
Aba
atm
false
null
-1,201.173318
-0.21
15
0.65
Card
197.210.173.250
D3522484
798,515.56
true
true
Salary Earner
false
11
1
0
0
1
0
28
1
6
505,602.38
343,367.569212
3
Flutterwave Payment
3
3
1,516,807.14
88,073.690255
62,559.46498
0.095238
0.4
0.4
0.015625
South East
T4961046
2023-06-14 09:32:50.027569
1,001,062,838
7,004,206,543
payment
Flutterwave Payment
Enugu
atm
false
null
214.907621
-1.31
2
0.38
Bank Transfer
102.89.41.94
D7526164
62,756.59
true
true
Salary Earner
false
9
0
0
0
1
0
305
1
6
394,890.9325
357,251.951459
4
Flutterwave Payment
4
4
1,579,563.73
14,279.323907
50,489.429712
0.047619
0.3
0.4
0.061538
South East
T1221691
2023-07-01 09:45:14.147931
1,001,062,838
9,647,169,805
transfer
ATM Withdrawal
Kaduna
atm
false
null
4,278.334236
-0.22
15
0.67
Mobile App
105.115.174.204
D9226043
18,997.19
true
true
Salary Earner
false
9
1
0
0
2
1
5
1
6
319,712.184
352,109.271031
5
Flutterwave Payment
5
5
1,598,560.92
24,492.402006
45,290.024171
0
0.6
0.4
0.031746
North West
T2641979
2023-08-11 09:16:50.539491
1,001,062,838
3,131,965,023
transfer
Flutterwave Payment
Benin City
pos
false
null
3,065.362878
1.54
13
0.21
USSD
197.210.7.170
D1095207
19,049.33
true
true
Salary Earner
false
9
0
0
0
1
0
23
1
6
269,601.708333
338,010.517035
6
Flutterwave Payment
6
6
1,617,610.25
59,011.606526
47,576.954563
0.045455
0.8
0.4
0.030303
South South
T3519244
2023-05-01 10:34:01.278859
1,001,077,064
3,857,116,460
transfer
POS Withdrawal
Abuja
mobile
false
null
-3,904.515726
-0.1
9
0.83
USSD
41.58.136.142
D6169530
11,118.54
true
true
Student
false
10
0
0
0
2
1
28
1
3
11,118.54
0
1
Jumia Purchase
1
1
11,118.54
0
0
0.047619
0.8
0.5
0.018868
North Central
T258501
2023-11-04 02:16:14.938645
1,001,077,064
5,242,196,477
transfer
Other Transaction
Onitsha
atm
false
null
null
-0.08
17
0.22
Card
105.112.228.85
D1242285
2,473.92
false
false
Student
false
2
1
0
0
2
1
4
1
3
6,796.23
6,112.669423
2
Jumia Purchase
2
2
13,592.46
268,782.227663
134,391.113832
0.054422
0.4
0.5
0.03125
South East
T3333014
2023-11-25 11:37:05.891263
1,001,077,064
4,356,451,415
withdrawal
Jumia Purchase
Ibadan
pos
false
null
-422.075569
0.44
13
0.75
Bank Transfer
105.115.131.169
D1046848
37,044.32
true
true
Student
false
11
1
1
0
2
1
4
1
3
16,878.926667
17,990.683143
3
Jumia Purchase
3
3
50,636.78
30,800.84921
99,861.025624
0
0.3
0.5
0.054054
South West
T2347876
2023-06-18 01:57:51.702791
1,001,077,457
2,556,764,708
payment
POS Withdrawal
Lagos
atm
false
null
-819.83325
0.18
14
0.9
Bank Transfer
197.210.187.55
D4347259
1,567,613.95
true
true
Trader
false
1
1
0
0
1
0
28
1
3
1,567,613.95
0
1
Church Offering
1
1
1,567,613.95
0
0
0.045455
0.3
0.7
0.040541
South West
T2250005
2023-07-24 17:09:56.401977
1,001,077,457
4,280,955,386
payment
Church Offering
Abuja
web
true
Account Takeover
-2,222.765803
-1.7
4
0.51
Bank Transfer
105.112.66.61
D6206390
1,001,252.59
true
true
Trader
false
17
0
0
0
1
0
7
1
3
1,284,433.27
400,477.958258
2
Church Offering
2
2
2,568,866.54
52,752.07832
26,376.03916
0.033333
0.3
0.7
0.018519
North Central
T1441098
2023-10-14 09:32:07.292414
1,001,077,457
2,748,755,591
payment
Other Transaction
Kano
mobile
false
null
null
-0.18
18
0.27
USSD
102.89.35.80
D9624325
125,490.18
true
false
Trader
false
9
1
0
0
1
0
303
1
3
898,118.906667
726,572.542475
3
Church Offering
3
3
2,694,356.72
117,622.181507
56,791.419942
0.054054
0.8
0.7
0.018868
North West
T1722537
2023-04-02 19:13:05.417200
1,001,077,796
5,234,478,383
payment
Bolt Ride
Benin City
pos
false
null
-2,742.774867
-0.55
14
0.83
Bank Transfer
197.210.188.26
D6305350
26,776.11
true
true
Student
false
19
1
0
0
2
1
10
1
6
26,776.11
0
1
Other Transaction
1
1
26,776.11
0
0
0
0.3
0.5
0.029851
South South
T882697
2023-06-23 10:55:04.346558
1,001,077,796
2,297,587,290
deposit
Bet9ja Stake
Ibadan
mobile
false
null
null
0.35
3
0.45
Bank Transfer
197.210.57.29
D5431585
1,131,930.13
true
false
Student
false
10
0
0
0
2
1
21
1
6
579,353.12
781,461.901798
2
Other Transaction
2
2
1,158,706.24
117,581.982156
58,790.991078
0
0.3
0.5
0.053333
South West
T3530539
2023-07-07 14:14:14.574895
1,001,077,796
8,244,550,868
transfer
Other Transaction
Benin City
mobile
false
null
-1,510.969887
0.41
18
0.51
Card
41.58.152.152
D2451700
30,835.22
true
true
Student
false
14
0
0
0
1
0
36
1
6
396,513.82
636,892.440569
3
Other Transaction
3
3
1,189,541.46
20,359.170472
45,980.384209
0.053691
0.4
0.5
0.029412
South South
T1297524
2023-08-25 00:17:11.939201
1,001,077,796
4,047,510,039
withdrawal
SportyBet Deposit
Port Harcourt
atm
false
null
1,218.417387
1.55
16
0.59
Bank Transfer
197.210.198.167
D5036852
50,761.98
true
true
Student
false
0
0
1
0
1
0
22
1
6
310,075.86
548,003.106091
4
Other Transaction
4
4
1,240,303.44
69,722.956072
51,916.027175
0
0.3
0.5
0
South South
T3323461
2023-09-25 10:20:50.168344
1,001,077,796
3,893,786,059
transfer
Other Transaction
Onitsha
pos
false
null
-1,115.838173
0.63
2
0.28
Card
197.210.88.196
D4224175
6,760.33
true
true
Student
false
10
0
1
0
2
1
16
1
6
249,412.754
493,589.521122
5
Other Transaction
5
5
1,247,063.77
45,243.637152
50,581.54917
0.053333
0.4
0.5
0.030769
South East
T2879407
2023-11-26 04:10:38.591790
1,001,077,796
8,112,335,055
transfer
SportyBet Deposit
Enugu
web
false
null
4,905.492271
0.56
13
0.94
Mobile App
41.58.176.57
D4785066
4,632.76
true
true
Student
false
4
1
1
0
1
0
53
1
6
208,616.088333
452,648.539008
6
Other Transaction
6
6
1,251,696.53
88,909.807057
56,969.592152
0
0.6
0.5
0.060606
South East
T4078566
2023-01-04 17:04:39.983408
1,001,085,677
6,075,588,005
payment
ABC Transport Ticket
Kano
web
false
null
-6,604.890898
0.39
13
0.21
Bank Transfer
105.115.213.17
D4953689
109,334.65
true
true
Salary Earner
false
17
0
0
0
1
0
7
1
6
109,334.65
0
1
ABC Transport Ticket
1
1
109,334.65
0
0
0
0.3
0.4
0.018519
North West
T1990541
2023-02-27 11:29:06.954578
1,001,085,677
8,365,918,146
deposit
Paystack Payment
Benin City
pos
false
null
-1,377.938219
1.33
11
0.71
Card
41.58.134.180
D4420308
1,230,429.71
true
true
Salary Earner
false
11
0
1
0
2
1
38
1
6
669,882.18
792,733.919281
2
ABC Transport Ticket
2
2
1,339,764.36
77,424.449519
38,712.22476
0.125
0.4
0.4
0.028986
South South
T1796148
2023-04-13 11:11:25.543336
1,001,085,677
1,366,014,145
deposit
Ikeja Electric Bill
Benin City
mobile
false
null
null
0.86
16
0.18
USSD
41.58.158.53
D3344483
2,164,444.7
true
false
Salary Earner
false
11
0
0
0
1
0
43
1
6
1,168,069.686667
1,028,973.230354
3
ABC Transport Ticket
3
3
3,504,209.06
64,782.309813
47,402.253111
0
0.8
0.4
0.028571
South South
T2771884
2023-08-24 16:03:43.434909
1,001,085,677
7,744,730,277
withdrawal
Konga Order
Port Harcourt
pos
false
null
-2,710.511531
-0.5
9
0.13
Card
197.210.237.85
D4929596
172,308.84
true
true
Salary Earner
false
16
0
0
0
5
1
15
1
6
919,129.475
976,597.249874
4
ABC Transport Ticket
4
4
3,676,517.9
191,812.298193
83,504.764381
0.090909
0.4
0.4
0
South South
T3663221
2023-10-28 21:07:35.216850
1,001,085,677
8,431,127,130
transfer
Flutterwave Payment
Aba
atm
false
null
1,488.527162
0.28
9
0.56
Bank Transfer
105.114.73.241
D4201431
33,881.25
true
true
Salary Earner
false
21
1
1
0
3
1
11
1
6
742,079.83
933,830.565638
5
ABC Transport Ticket
5
5
3,710,399.15
93,903.863032
85,584.584111
0.043478
0.3
0.4
0.015385
South East
T2450502
2023-11-19 16:46:27.947393
1,001,085,677
2,621,021,601
payment
Bet9ja Stake
Aba
web
false
null
7,033.611665
0.25
19
0.78
USSD
102.89.41.132
D7072334
93,451.57
true
true
Salary Earner
false
16
1
0
0
3
1
270
1
6
633,975.12
876,214.237616
6
ABC Transport Ticket
6
6
3,803,850.72
31,418.878842
76,556.966567
0
0.8
0.4
0.015152
South East
T2530715
2023-04-13 13:16:52.616208
1,001,093,097
3,839,667,691
withdrawal
Church Offering
Benin City
mobile
false
null
-835.58195
-0.56
16
0.95
Bank Transfer
41.58.217.97
D6517748
153,642.44
true
true
Student
false
13
0
0
0
1
0
37
1
8
153,642.44
0
1
SportyBet Deposit
1
1
153,642.44
0
0
0.064516
0.3
0.5
0.028169
South South
T2362051
2023-05-20 15:59:38.634867
1,001,093,097
9,071,374,447
payment
Bolt Ride
Ibadan
atm
false
null
-3,910.805027
0.4
19
0.63
Bank Transfer
41.58.172.229
D7213740
11,881.89
true
true
Student
false
15
1
0
0
2
1
36
1
8
82,762.165
100,239.84621
2
SportyBet Deposit
2
2
165,524.33
53,442.766978
26,721.383489
0
0.3
0.5
0.052632
South West
T1654950
2023-05-28 09:15:05.063264
1,001,093,097
2,845,080,941
payment
SportyBet Deposit
Kano
pos
false
null
null
0.21
17
0.66
Card
41.58.191.156
D6166425
33,077.61
true
false
Student
false
9
1
1
0
2
1
45
1
8
66,200.646667
76,464.796165
3
SportyBet Deposit
3
3
198,601.94
11,115.440473
21,519.402484
0
0.4
0.5
0.018182
North West
T2705927
2023-08-24 14:32:45.365520
1,001,093,097
4,740,691,270
transfer
SportyBet Deposit
Enugu
pos
false
null
2,882.296319
0.46
18
0.3
Bank Transfer
41.58.207.118
D2797723
16,397.64
true
true
Student
false
14
0
0
0
3
1
37
1
8
53,749.895
67,216.031595
4
SportyBet Deposit
4
4
214,999.58
127,037.671704
47,898.969789
0
0.3
0.5
0.059701
South East
T4286866
2023-09-25 10:30:02.214329
1,001,093,097
1,811,749,128
withdrawal
Flutterwave Payment
Benin City
atm
false
null
-605.694752
0.84
3
0.91
USSD
102.89.47.156
D4267818
137,756.68
true
true
Student
false
10
0
1
0
1
0
281
1
8
70,551.252
69,281.484992
5
SportyBet Deposit
5
5
352,756.26
45,837.280813
47,486.631994
0.041667
0.8
0.5
0.027778
South South
T3046061
2023-09-28 14:21:45.945787
1,001,093,097
4,954,158,029
transfer
Data Subscription (Airtel)
Kano
mobile
false
null
811.94405
0.12
20
0.74
Card
102.89.35.194
D9748590
3,822.45
true
true
Student
false
14
0
1
0
2
1
322
1
8
59,429.785
67,690.926272
6
SportyBet Deposit
6
6
356,578.71
4,551.728858
40,330.814804
0.0625
0.4
0.5
0.017857
North West
T4015670
2023-10-12 10:04:22.320142
1,001,093,097
3,831,964,134
withdrawal
Other Transaction
Abuja
atm
false
null
1,090.129271
-1.23
12
0.79
USSD
41.58.252.85
D6762982
129,668.55
true
true
Student
false
10
0
0
0
1
0
30
1
8
69,463.894286
67,254.501909
7
SportyBet Deposit
7
7
486,247.26
19,902.606239
37,412.499295
0.05298
0.8
0.5
0.036364
North Central
T1855881
2023-10-27 03:31:40.732691
1,001,093,097
4,463,748,275
withdrawal
Filmhouse Cinemas Ticket
Aba
atm
false
null
4,069.899075
0.17
16
0.56
Bank Transfer
105.113.106.48
D8024572
84,334.98
true
true
Student
false
3
0
1
0
2
1
4
1
8
71,322.78
62,487.157199
8
SportyBet Deposit
8
8
570,582.24
21,207.306876
35,386.850243
0.076923
0.3
0.5
0.014925
South East
T4380378
2023-03-28 18:31:30.438916
1,001,105,584
6,768,033,253
payment
Flutterwave Payment
Benin City
mobile
false
null
-6,204.967739
-1.17
4
0.08
Mobile App
105.114.250.6
D7913563
170,310.01
true
true
Salary Earner
false
18
0
1
0
2
1
10
1
3
170,310.01
0
1
Church Offering
1
1
170,310.01
0
0
0.04
0.6
0.4
0.027397
South South
T499909
2023-05-23 12:42:38.981964
1,001,105,584
5,124,053,632
transfer
Church Offering
Kano
pos
false
null
null
-0.87
19
0.06
Card
197.210.89.238
D8165393
33,208.57
true
false
Salary Earner
false
12
0
0
0
2
1
29
1
3
101,759.29
96,945.357934
2
Church Offering
2
2
203,518.58
80,291.142384
40,145.571192
0.0625
0.4
0.4
0.017544
North West
T4121322
2023-12-13 16:48:07.300042
1,001,105,584
5,656,735,274
payment
Konga Order
Benin City
atm
false
null
5,163.022033
1.11
8
0.2
Card
105.114.143.183
D6842113
226,094.83
true
true
Salary Earner
false
16
0
0
0
2
1
8
1
3
143,204.47
99,258.803379
3
Church Offering
3
3
429,613.41
294,005.471968
124,765.538117
0.086957
0.4
0.4
0.027027
South South
T4463362
2023-01-25 11:58:04.990148
1,001,121,489
6,900,132,064
transfer
Paystack Payment
Abuja
atm
false
null
-2,828.290328
-0.11
1
0.82
Mobile App
105.115.100.131
D6358310
1,910.03
true
true
Student
false
11
0
1
0
1
0
4
1
10
1,910.03
0
1
Other Transaction
1
1
1,910.03
0
0
0.117647
0.6
0.5
0.035714
North Central
T1270372
2023-02-27 12:49:18.279870
1,001,121,489
9,102,393,718
payment
POS Withdrawal
Ibadan
atm
false
null
-893.819208
0.67
20
0.5
Card
197.210.107.230
D8440228
7,588.58
true
true
Student
false
12
0
1
0
1
0
15
1
10
4,749.305
4,015.341212
2
Other Transaction
2
2
9,498.61
47,571.221495
23,785.610748
0.043478
0.4
0.5
0.051948
South West
T2027050
2023-03-12 19:48:35.510793
1,001,121,489
9,640,080,247
withdrawal
Other Transaction
Enugu
atm
false
null
272.819509
-1.16
13
0.53
Mobile App
197.210.206.10
D1591552
291,001.94
true
true
Student
false
19
1
0
0
2
1
16
1
10
100,166.85
165,292.42319
3
Other Transaction
3
3
300,500.55
19,139.287182
22,236.836226
0.052632
0.6
0.5
0.058824
South East
T2363785
2023-03-26 11:03:45.144941
1,001,121,489
6,257,911,785
withdrawal
Ikeja Electric Bill
Onitsha
atm
true
Account Takeover
-118.058713
0.33
19
0.52
Mobile App
197.210.210.166
D9415346
71,397.53
true
true
Student
false
11
1
1
0
1
0
17
1
10
92,974.52
135,725.121303
4
Other Transaction
4
4
371,898.08
19,635.160569
21,586.417312
0
0.6
0.5
0.030303
South East
T807747
2023-04-19 10:43:07.428193
1,001,121,489
4,433,760,487
withdrawal
Other Transaction
Lagos
pos
false
null
-1,960.026217
0.36
15
0.51
Bank Transfer
41.58.187.9
D3507634
54,412.51
true
true
Student
false
10
0
0
0
1
0
47
1
10
85,262.118
118,799.777515
5
Other Transaction
5
5
426,310.59
34,539.371388
24,177.008127
0.052288
0.3
0.5
0.04
South West
T3734344
2023-05-02 11:18:26.169431
1,001,121,489
6,021,629,018
withdrawal
Airtime Top-up (MTN)
Onitsha
mobile
false
null
2,088.548618
0.79
12
0.59
Card
41.58.165.63
D1016146
212,191.81
true
true
Student
false
11
0
0
0
3
1
39
1
10
106,417.066667
118,219.714213
6
Other Transaction
6
6
638,502.4
18,755.312354
23,273.392165
0
0.4
0.5
0.044776
South East
T335921
2023-06-04 09:21:00.810639
1,001,121,489
9,490,464,313
deposit
Other Transaction
Ibadan
web
false
null
-2,454.620822
1.18
16
0.04
Card
102.89.43.208
D9724380
602,960.36
false
true
Student
false
9
1
0
0
1
0
302
1
10
177,351.822857
216,491.943209
7
Other Transaction
7
7
1,241,462.76
47,402.577353
26,720.41862
0.051948
0.4
0.5
0.051282
South West
T5046249
2023-07-26 01:54:54.616378
1,001,121,489
1,046,325,531
deposit
SPAR Purchase
Kano
web
false
null
-3,497.365085
-1.48
8
0.41
USSD
102.89.33.200
D9354883
105,522.04
true
true
Student
false
1
0
1
0
2
1
300
1
10
168,373.1
202,035.055953
8
Other Transaction
8
8
1,346,984.8
74,433.896762
32,684.603388
0.032258
0.8
0.5
0.017241
North West
T182049
2023-10-26 10:15:52.769452
1,001,121,489
4,902,273,894
payment
Church Offering
Kano
mobile
false
null
null
0.46
5
0.66
USSD
41.58.216.29
D1810707
9,943.6
true
false
Student
false
10
0
1
0
1
0
36
1
10
150,769.822222
196,226.32813
9
Other Transaction
9
9
1,356,928.4
132,980.969218
43,828.644036
0.060606
0.8
0.5
0.016949
North West
T4526663
2023-12-27 11:15:08.922533
1,001,121,489
5,285,705,103
withdrawal
POS Withdrawal
Ibadan
mobile
false
null
7,824.433037
0.42
16
0.16
Card
41.58.197.61
D6590628
256,049.35
false
true
Student
false
11
0
1
0
1
0
41
1
10
161,297.775
187,975.641414
10
Other Transaction
10
10
1,612,977.75
89,339.269218
48,379.706554
0.041667
0.4
0.5
0.050633
South West
T4064067
2023-03-04 03:24:08.495428
1,001,129,154
3,412,938,699
withdrawal
Church Offering
Kano
web
false
null
-5,845.196472
0.45
6
0.7
Mobile App
197.210.189.68
D5760814
5,496,134.59
false
true
Trader
false
3
1
0
0
2
1
22
1
7
5,496,134.59
0
1
Other Transaction
1
1
5,496,134.59
0
0
0.058824
0.6
0.7
0.016667
North West
T5033458
2023-03-26 11:01:54.879931
1,001,129,154
8,118,014,214
deposit
Other Transaction
Kaduna
pos
false
null
172.709829
-2.17
1
0.05
Card
197.210.219.253
D9871893
10,000
true
true
Trader
false
11
1
1
0
4
1
25
1
7
2,753,067.295
3,879,282.971091
2
Other Transaction
2
2
5,506,134.59
32,137.773075
16,068.886538
0.051613
0.4
0.7
0.03125
North West
T2630653
2023-04-28 09:56:01.178595
1,001,129,154
5,615,945,214
transfer
Other Transaction
Ibadan
pos
false
null
-738.405472
-0.25
6
0.11
Bank Transfer
41.58.131.223
D5174567
67,799.6
true
true
Trader
false
9
0
1
0
1
0
33
1
7
1,857,978.063333
3,150,868.512464
3
Other Transaction
3
3
5,573,934.19
47,454.104978
26,530.626018
0.051282
0.3
0.7
0.05
South West
T1450930
2023-05-19 14:29:06.877001
1,001,129,154
8,859,599,216
transfer
Bolt Ride
Onitsha
web
false
null
-3,109.719345
1.65
8
0.66
Card
105.113.204.67
D7040522
373,081.36
true
true
Trader
false
14
0
0
0
1
0
8
1
7
1,486,753.8875
2,677,662.751378
4
Other Transaction
4
4
5,947,015.55
30,513.094973
27,526.243257
0
0.4
0.7
0.044118
South East
T721558
2023-06-13 17:22:19.433648
1,001,129,154
9,105,064,049
payment
DSTV Payment
Kaduna
atm
false
null
null
0.47
8
0.25
Bank Transfer
197.210.123.244
D5629079
295,963.71
true
false
Trader
false
17
0
0
0
1
0
17
1
7
1,248,595.852
2,379,286.575206
5
Other Transaction
5
5
6,242,979.26
36,173.209277
29,255.636461
0
0.3
0.7
0.030769
North West
T1235343
2023-09-15 08:02:04.519740
1,001,129,154
1,162,085,278
transfer
Airtime Top-up (MTN)
Aba
pos
false
null
2,475.906135
-0.26
8
0.75
Mobile App
102.89.47.110
D5445682
29,403.03
true
true
Trader
false
8
0
0
0
1
0
314
1
7
1,045,397.048333
2,185,530.189321
6
Other Transaction
6
6
6,272,382.29
134,799.751435
46,846.32229
0
0.6
0.7
0.014706
South East
T3428889
2023-11-26 15:41:33.793759
1,001,129,154
4,844,614,495
transfer
Filmhouse Cinemas Ticket
Abuja
mobile
false
null
5,225.138226
0.26
7
0.83
Card
197.210.237.149
D9150861
75,899.25
true
true
Trader
false
15
1
1
0
1
0
24
1
7
906,897.362857
2,028,478.982021
7
Other Transaction
7
7
6,348,281.54
104,139.4879
55,031.060234
0.074074
0.4
0.7
0.035088
North Central
T2529537
2023-02-22 05:14:54.781590
1,001,143,658
4,424,922,046
transfer
Arik Air Flight
Onitsha
mobile
false
null
-4,771.108954
1.05
5
0.26
Card
102.89.42.252
D1060262
46,260.16
true
true
Trader
false
5
0
0
0
2
1
287
1
4
46,260.16
0
1
Other Transaction
1
1
46,260.16
0
0
0
0.4
0.7
0.043478
South East
T3152606
2023-03-08 16:13:10.699239
1,001,143,658
7,477,351,512
transfer
Other Transaction
Enugu
mobile
false
null
734.300255
-0.26
5
0.9
Bank Transfer
105.112.231.37
D2104566
475,209.56
true
true
Trader
false
16
0
0
0
3
1
10
1
4
260,734.86
303,313.029526
2
Other Transaction
2
2
521,469.72
20,818.265294
10,409.132647
0.050955
0.3
0.7
0.057971
South East
T3315983
2023-08-15 02:50:53.107713
1,001,143,658
4,119,916,744
deposit
POS Withdrawal
Aba
web
false
null
3,627.096502
1.77
10
0.64
Card
197.210.147.251
D5312562
5,986,342.09
true
true
Trader
false
2
0
0
0
1
0
16
1
4
2,169,270.603333
3,312,631.197052
3
Other Transaction
3
3
6,507,811.81
229,597.706808
83,471.990701
0.04
0.4
0.7
0.014493
South East
T536956
2023-09-06 19:34:53.017614
1,001,143,658
1,394,745,592
deposit
Other Transaction
Aba
pos
false
null
null
1.09
19
0.99
USSD
197.210.118.124
D7444150
2,583,915.01
true
false
Trader
false
19
0
0
0
2
1
19
1
4
2,272,931.705
2,712,686.1462
4
Other Transaction
4
4
9,091,726.82
32,683.998498
70,774.99265
0.050633
0.8
0.7
0.014286
South East
T4115500
2023-03-21 11:48:20.267980
1,001,159,470
8,032,365,547
payment
Other Transaction
Kaduna
pos
false
null
-5,308.964649
0.17
12
0.04
USSD
102.89.46.50
D3517985
17,087.48
true
true
Student
false
11
0
0
0
2
1
287
1
6
17,087.48
0
1
Other Transaction
1
1
17,087.48
0
0
0.050314
0.8
0.5
0.030303
North West
T2893266
2023-05-24 11:49:20.974769
1,001,159,470
3,646,921,525
payment
Other Transaction
Aba
pos
false
null
-557.056357
-0.94
7
0.11
Mobile App
105.113.220.77
D8407684
28,971.61
true
true
Student
false
11
0
0
0
1
0
5
1
6
23,029.545
8,403.348912
2
Other Transaction
2
2
46,059.09
92,161.01178
46,080.50589
0.05
0.6
0.5
0.014085
South East
T2682485
2023-06-20 04:43:43.859886
1,001,159,470
6,926,730,148
transfer
ABC Transport Ticket
Lagos
atm
false
null
-2,964.2816
-0.62
8
0.49
Bank Transfer
41.58.158.133
D6501743
3,230.77
true
true
Student
false
4
0
0
0
1
0
39
1
6
16,429.953333
12,883.010788
3
Other Transaction
3
3
49,289.86
38,454.381419
43,538.464399
0
0.3
0.5
0.039474
South West
T3275878
2023-10-04 05:02:20.003322
1,001,159,470
6,518,094,665
deposit
Paystack Payment
Kano
web
false
null
-1,109.401674
-1.37
14
0.5
USSD
105.115.151.100
D2417782
290,174.11
true
true
Student
false
5
0
0
0
1
0
7
1
6
84,865.9925
137,275.685412
4
Other Transaction
4
4
339,463.97
152,658.602391
70,818.498897
0.111111
0.8
0.5
0.016393
North West
T1446062
2023-10-11 00:40:55.619163
1,001,159,470
7,140,962,854
payment
Bet9ja Stake
Aba
web
false
null
null
-0.36
14
0.82
Card
105.114.87.141
D4865419
2,613.03
true
false
Student
false
0
0
0
0
3
1
10
1
6
68,415.4
124,445.049407
5
Other Transaction
5
5
342,077
9,818.593597
58,618.517837
0
0.4
0.5
0.013889
South East
T3192564
2023-11-13 09:42:56.029938
1,001,159,470
3,511,951,612
deposit
Airtime Top-up (MTN)
Onitsha
atm
false
null
4,422.933626
-0.06
1
0.18
Bank Transfer
105.114.207.164
D5661127
557,082.98
true
true
Student
false
9
0
0
0
2
1
4
1
6
149,859.996667
228,448.222175
6
Other Transaction
6
6
899,159.98
48,062.006846
56,859.099339
0
0.3
0.5
0.042857
South East
T1031638
2023-08-17 14:49:54.923663
1,001,174,218
6,295,768,082
payment
Bolt Ride
Port Harcourt
atm
false
null
-1,675.688473
-1.86
20
0.14
Bank Transfer
102.89.47.186
D6375508
12,308.19
true
true
Student
false
14
0
0
0
1
0
295
1
3
12,308.19
0
1
ABC Transport Ticket
1
1
12,308.19
0
0
0
0.3
0.5
0
South South
T664139
2023-09-28 15:28:01.584159
1,001,174,218
5,421,076,037
deposit
Paystack Payment
Lagos
atm
false
null
null
0.13
18
0.63
Bank Transfer
102.89.44.63
D6892929
778,213.93
true
false
Student
false
15
0
1
0
4
1
333
1
3
395,261.06
541,577.142504
2
ABC Transport Ticket
2
2
790,522.12
60,518.111008
30,259.055504
0.105263
0.3
0.5
0.038961
South West
T997979
2023-10-06 15:34:31.425272
1,001,174,218
2,306,895,206
deposit
ABC Transport Ticket
Enugu
atm
false
null
1,349.696345
0.6
2
0.24
USSD
105.115.201.29
D2806878
738,826.69
true
true
Student
false
15
0
0
0
2
1
5
1
3
509,782.936667
431,275.644278
3
ABC Transport Ticket
3
3
1,529,348.81
11,526.497352
24,014.869453
0
0.8
0.5
0.057143
South East
T4735444
2023-03-02 18:53:28.205124
1,001,179,419
2,692,984,424
transfer
Arik Air Flight
Onitsha
web
false
null
-2,634.621834
0.05
8
0.52
USSD
197.210.9.62
D2048902
31,307.51
true
true
Trader
false
18
0
0
0
1
0
19
1
3
31,307.51
0
1
Arik Air Flight
1
1
31,307.51
0
0
0
0.8
0.7
0.042254
South East
T2973981
2023-06-20 14:16:24.574778
1,001,179,419
4,872,854,095
payment
Other Transaction
Lagos
mobile
false
null
null
-0.3
16
0.62
Mobile App
41.58.232.117
D1744993
709,875.88
false
false
Trader
false
14
0
0
0
1
0
46
1
3
370,591.695
479,820.295926
2
Arik Air Flight
2
2
741,183.39
158,122.939494
79,061.469747
0.049689
0.6
0.7
0.038462
South West
T4427752
2023-07-12 19:47:53.808831
1,001,179,419
6,020,188,637
deposit
Bet9ja Stake
Enugu
web
false
null
705.669232
-0.25
10
0.68
USSD
41.58.161.20
D3704971
5,389,952.75
true
true
Trader
false
19
0
0
0
2
1
35
1
3
2,043,712.046667
2,917,723.237676
3
Arik Air Flight
3
3
6,131,136.14
32,011.487234
63,378.142243
0
0.8
0.7
0.056338
South East
T2905285
2023-04-10 14:44:53.730323
1,001,190,315
5,954,965,381
transfer
Filmhouse Cinemas Ticket
Kano
atm
false
null
null
-0.07
4
0.01
Card
102.89.35.12
D6035474
21,944.68
true
false
Salary Earner
false
14
0
0
0
2
1
298
1
3
21,944.68
0
1
Filmhouse Cinemas Ticket
1
1
21,944.68
0
0
0.071429
0.4
0.4
0.016129
North West
T4062650
2023-08-06 01:18:47.467032
1,001,190,315
9,606,782,061
withdrawal
Other Transaction
Kaduna
mobile
false
null
2,630.733538
-1.34
5
0.17
Bank Transfer
197.210.195.229
D8285297
89,923.88
true
true
Salary Earner
false
1
1
0
0
1
0
17
1
3
55,934.28
48,068.5533
2
Filmhouse Cinemas Ticket
2
2
111,868.56
169,113.895612
84,556.947806
0.049383
0.3
0.4
0.029851
North West