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
T2980132
2023-11-05 16:57:38.867941
1,000,841,825
7,308,694,129
payment
Local Market Purchase
Port Harcourt
atm
false
null
-255.885718
0.51
18
0.83
Bank Transfer
102.89.39.158
D4333041
212,162.75
true
true
Salary Earner
false
16
1
0
0
3
1
301
1
8
567,255.734286
800,181.791887
7
Arik Air Flight
7
7
3,970,790.14
57,625.091938
51,653.814458
0.071429
0.3
0.4
0
South South
T1216448
2023-12-25 12:39:18.453756
1,000,841,825
9,248,842,157
payment
Arik Air Flight
Enugu
mobile
false
null
6,930.759072
-0.35
5
0.57
Mobile App
41.58.165.135
D9032159
17,888.5
true
true
Salary Earner
false
12
0
1
0
1
0
37
1
8
498,584.83
765,863.118481
8
Arik Air Flight
8
8
3,988,678.64
71,741.659764
54,164.795122
0
0.6
0.4
0.075472
South East
T4216649
2023-03-25 13:15:57.917858
1,000,851,520
8,008,172,999
withdrawal
Konga Order
Lagos
atm
false
null
-3,401.085683
-0.15
6
0.24
Bank Transfer
102.89.46.105
D4676299
27,917.91
true
true
Student
false
13
1
1
0
2
1
326
1
4
27,917.91
0
1
Bolt Ride
1
1
27,917.91
0
0
0.125
0.3
0.5
0.055556
South West
T1693441
2023-04-25 14:03:34.962381
1,000,851,520
2,102,033,053
payment
Ikeja Electric Bill
Aba
mobile
false
null
-5,845.757631
-1.9
10
0.56
Bank Transfer
105.114.9.210
D4365997
13,002.87
false
true
Student
false
14
0
1
0
1
0
9
1
4
20,460.39
10,546.525926
2
Bolt Ride
2
2
40,920.78
44,687.617409
22,343.808704
0
0.3
0.5
0.019231
South East
T3621149
2023-07-19 10:58:52.376595
1,000,851,520
4,945,645,802
withdrawal
Other Transaction
Lagos
web
false
null
2,525.773448
0.9
14
0.54
USSD
105.112.102.83
D2656425
56,557.52
true
true
Student
false
10
0
0
0
3
1
6
1
4
32,492.766667
22,134.788666
3
Bolt Ride
3
3
97,478.3
122,215.290237
55,634.302549
0.053097
0.8
0.5
0.054545
South West
T1195926
2023-12-26 17:22:33.433431
1,000,851,520
4,405,937,638
transfer
Bolt Ride
Ibadan
mobile
false
null
null
0.12
10
0.02
Card
105.113.254.62
D8736987
76,204.77
true
false
Student
false
17
0
1
0
1
0
5
1
4
43,420.7675
28,360.489918
4
Bolt Ride
4
4
173,683.07
230,783.684281
99,421.647982
0
0.4
0.5
0.052632
South West
T913186
2023-02-02 13:02:58.961628
1,000,853,113
8,521,059,002
withdrawal
SportyBet Deposit
Aba
mobile
false
null
null
-0.11
16
0.71
USSD
102.89.46.161
D1407410
45,611.3
true
false
Student
false
13
0
0
0
1
0
300
1
6
45,611.3
0
1
SportyBet Deposit
1
1
45,611.3
0
0
0
0.8
0.5
0.018868
South East
T1721157
2023-04-16 18:09:18.125892
1,000,853,113
9,044,414,115
transfer
Arik Air Flight
Onitsha
atm
false
null
-4,712.936827
1.35
17
0.56
Bank Transfer
41.58.160.164
D6733896
2,586.9
true
true
Student
false
18
1
0
0
1
0
37
1
6
24,099.1
30,422.844996
2
SportyBet Deposit
2
2
48,198.2
105,426.319404
52,713.159702
0
0.3
0.5
0.037037
South East
T3221249
2023-09-24 13:21:48.958357
1,000,853,113
9,028,326,025
deposit
SportyBet Deposit
Enugu
web
false
null
264.841599
1.23
20
0.43
Mobile App
197.210.251.138
D5737114
672,753.28
true
true
Student
false
13
1
0
0
2
1
28
1
6
240,317.16
375,118.01231
3
SportyBet Deposit
3
3
720,951.48
231,552.513874
112,326.27776
0
0.6
0.5
0.074074
South East
T1089400
2023-09-26 14:14:02.745465
1,000,853,113
3,272,878,950
deposit
Filmhouse Cinemas Ticket
Port Harcourt
pos
false
null
5,124.390773
-0.69
4
0.73
Mobile App
197.210.41.154
D1104845
459,831.84
true
true
Student
false
14
0
1
0
1
0
24
1
6
295,195.83
325,354.712773
4
SportyBet Deposit
4
4
1,180,783.32
2,932.229785
84,977.765766
0.1
0.6
0.5
0
South South
T2277196
2023-09-28 01:20:47.201641
1,000,853,113
2,570,965,183
transfer
Flutterwave Payment
Onitsha
atm
false
null
3,557.40891
0.65
5
0.17
Mobile App
102.89.43.221
D6305049
6,422.72
true
true
Student
false
1
0
1
0
1
0
309
1
6
237,441.208
309,951.203667
5
SportyBet Deposit
5
5
1,187,206.04
2,106.740936
68,403.5608
0.05
0.6
0.5
0.036364
South East
T1549864
2023-10-14 14:42:19.703619
1,000,853,113
8,685,565,182
payment
Church Offering
Port Harcourt
mobile
false
null
764.619433
-0.23
20
0.62
Card
197.210.144.219
D7997478
6,399.29
true
true
Student
false
14
1
0
0
1
0
14
1
6
198,934.221667
292,835.323864
6
SportyBet Deposit
6
6
1,193,605.33
23,841.5417
60,976.557617
0.041667
0.4
0.5
0
South South
T4794476
2023-01-10 13:20:54.859429
1,000,854,812
6,270,246,257
withdrawal
Church Offering
Onitsha
pos
false
null
-5,292.081968
-0.46
1
0.33
USSD
105.115.93.34
D9526742
866,010.7
true
true
Trader
false
13
0
0
0
1
0
5
1
5
866,010.7
0
1
Church Offering
1
1
866,010.7
0
0
0.04
0.8
0.7
0.035714
South East
T2364495
2023-03-24 05:46:00.217246
1,000,854,812
3,067,108,673
deposit
Konga Order
Lagos
mobile
false
null
-5,315.793325
0.25
4
0.79
Bank Transfer
41.58.242.175
D5421480
2,579,493.58
true
true
Trader
false
5
0
0
0
1
0
43
1
5
1,722,752.14
1,211,615.363895
2
Church Offering
2
2
3,445,504.28
104,665.089297
52,332.544648
0.117647
0.3
0.7
0.053571
South West
T2720895
2023-09-11 03:26:13.945355
1,000,854,812
2,760,867,737
transfer
Arik Air Flight
Enugu
atm
false
null
3,991.668536
1.22
4
0.31
Mobile App
102.89.47.210
D8933637
108,128.51
true
true
Trader
false
3
0
0
0
2
1
325
1
5
1,184,544.263333
1,266,099.937024
3
Church Offering
3
3
3,553,632.79
246,100.228802
116,921.7727
0
0.6
0.7
0.072727
South East
T657862
2023-11-09 13:41:38.471137
1,000,854,812
6,279,366,565
payment
Church Offering
Kano
atm
false
null
null
-0.92
1
0.83
Bank Transfer
197.210.85.187
D4133116
41,322.4
true
false
Trader
false
13
0
0
0
1
0
29
1
5
898,738.7975
1,181,275.479114
4
Church Offering
4
4
3,594,955.19
85,575.408763
109,085.181715
0.038462
0.3
0.7
0.025641
North West
T672563
2023-11-19 14:48:16.187317
1,000,854,812
2,241,765,344
deposit
DSTV Payment
Port Harcourt
web
false
null
-224.654801
0.15
3
0.67
Card
105.112.183.102
D6215648
10,797,625.34
true
true
Trader
false
14
1
0
0
1
0
11
1
5
2,878,516.106
4,543,583.362768
5
Church Offering
5
5
14,392,580.53
14,466.628603
90,161.471093
0
0.4
0.7
0
South South
T4976449
2023-01-18 11:18:38.916981
1,000,857,612
5,155,298,456
payment
Jumia Purchase
Port Harcourt
atm
false
null
-778.02386
-0.89
4
0.15
Bank Transfer
102.89.41.102
D3897357
768,151.81
true
true
Salary Earner
false
11
0
0
0
1
0
328
1
5
768,151.81
0
1
ATM Withdrawal
1
1
768,151.81
0
0
0
0.3
0.4
0
South South
T1634961
2023-02-07 11:47:05.859756
1,000,857,612
1,318,041,719
transfer
SportyBet Deposit
Port Harcourt
web
false
null
null
0.37
12
0.46
USSD
105.114.238.148
D2031403
28,049.84
true
false
Salary Earner
false
11
0
0
0
4
1
2
1
5
398,100.825
523,331.121757
2
ATM Withdrawal
2
2
796,201.65
28,828.449046
14,414.224523
0
0.8
0.4
0
South South
T4209096
2023-02-08 17:14:51.812600
1,000,857,612
2,977,715,312
deposit
ATM Withdrawal
Kano
mobile
false
null
-7,053.586488
-0.43
7
0.86
Bank Transfer
105.112.253.94
D8060525
1,810,644.11
true
true
Salary Earner
false
17
0
0
0
2
1
3
1
5
868,948.586667
895,561.597825
3
ATM Withdrawal
3
3
2,606,845.76
1,767.765881
10,198.738309
0
0.3
0.4
0.025
North West
T2254826
2023-06-25 11:32:47.344842
1,000,857,612
7,795,864,419
deposit
Other Transaction
Kano
web
false
null
2,675.310968
1.4
20
0.62
Card
105.114.255.62
D2845311
2,305,990
true
true
Salary Earner
false
11
1
1
0
1
0
7
1
5
1,228,208.94
1,025,162.941313
4
ATM Withdrawal
4
4
4,912,835.76
196,937.925537
56,883.535116
0.052632
0.4
0.4
0.02439
North West
T2934865
2023-12-12 15:53:59.170435
1,000,857,612
9,346,098,824
payment
SPAR Purchase
Abuja
pos
false
null
4,445.308285
-0.49
8
0.69
USSD
41.58.240.42
D7283789
88,619.92
true
true
Salary Earner
false
15
0
0
0
3
1
47
1
5
1,000,291.136
1,023,695.227635
5
ATM Withdrawal
5
5
5,001,455.68
245,061.197093
94,519.067512
0
0.8
0.4
0.022727
North Central
T1241494
2023-02-13 17:11:44.227209
1,000,860,747
8,430,527,642
withdrawal
Paystack Payment
Onitsha
web
false
null
-2,230.855576
-0.78
4
1
USSD
197.210.128.230
D8344548
119,567.15
true
true
Student
false
17
0
0
0
1
0
21
1
4
119,567.15
0
1
ATM Withdrawal
1
1
119,567.15
0
0
0.166667
0.8
0.5
0.035088
South East
T392306
2023-05-22 11:55:22.300036
1,000,860,747
2,393,881,499
deposit
ATM Withdrawal
Lagos
web
false
null
null
-1.57
16
0.97
Bank Transfer
197.210.173.159
D8913002
470,786.32
true
false
Student
false
11
0
0
0
1
0
14
1
4
295,176.735
248,349.45679
2
ATM Withdrawal
2
2
590,353.47
140,803.634547
70,401.817274
0
0.3
0.5
0.052632
South West
T2819681
2023-06-24 03:34:40.905775
1,000,860,747
7,591,810,646
transfer
Filmhouse Cinemas Ticket
Kaduna
web
false
null
-2,652.365919
-2.03
3
0.89
Mobile App
41.58.180.154
D3240789
4,308.02
true
true
Student
false
3
1
0
0
3
1
41
1
4
198,220.496667
242,982.021555
3
ATM Withdrawal
3
3
594,661.49
47,019.310096
62,607.648214
0.095238
0.6
0.5
0.018519
North West
T2072813
2023-10-27 01:57:45.214258
1,000,860,747
9,111,874,169
deposit
Other Transaction
Ibadan
pos
false
null
5,817.73333
0.44
20
0.26
Bank Transfer
41.58.166.255
D2485191
275,305.16
true
true
Student
false
1
0
1
0
1
0
43
1
4
217,491.6625
202,103.158139
4
ATM Withdrawal
4
4
869,966.65
179,903.071808
91,931.504113
0.052174
0.3
0.5
0.051724
South West
T4256877
2023-02-13 11:44:25.480925
1,000,864,592
2,185,883,363
payment
Jumia Purchase
Kano
mobile
false
null
null
1.1
20
0.57
Mobile App
197.210.2.58
D6967055
2,052,601.27
true
false
Trader
false
11
0
0
0
1
0
16
1
2
2,052,601.27
0
1
Jumia Purchase
1
1
2,052,601.27
0
0
0
0.6
0.7
0.02381
North West
T5036892
2023-02-25 02:11:05.546047
1,000,864,592
1,451,321,381
withdrawal
Other Transaction
Abuja
atm
false
null
-146.061926
-0.3
19
0.27
Card
105.112.233.202
D8660882
10,000
true
true
Trader
false
2
1
1
0
2
1
9
1
2
1,031,300.635
1,444,337.209277
2
Jumia Purchase
2
2
2,062,601.27
16,706.667752
8,353.333876
0.051724
0.4
0.7
0.022222
North Central
T2159827
2023-02-25 14:17:55.609551
1,000,871,625
3,871,872,929
transfer
Other Transaction
Aba
pos
false
null
-5,012.453631
-1.27
18
0.28
USSD
105.115.215.96
D9945310
124,222.51
true
true
Trader
false
14
1
1
0
1
0
6
1
8
124,222.51
0
1
Other Transaction
1
1
124,222.51
0
0
0.051282
0.8
0.7
0.018519
South East
T783155
2023-03-15 22:25:24.428529
1,000,871,625
2,500,924,198
payment
DSTV Payment
Abuja
mobile
false
null
null
0.98
10
0.69
Mobile App
197.210.137.88
D7302989
15,596.66
true
false
Trader
false
22
0
0
0
3
1
26
1
8
69,909.585
76,810.075147
2
Other Transaction
2
2
139,819.17
26,407.480316
13,203.740158
0
0.6
0.7
0.021739
North Central
T3864015
2023-04-28 09:10:36.361139
1,000,871,625
2,041,959,423
payment
SPAR Purchase
Ibadan
web
true
Account Takeover
-4,749.032018
0.43
5
0.53
Bank Transfer
197.210.40.33
D4920915
3,003,691.25
true
true
Trader
false
9
0
1
0
3
1
20
1
8
1,047,836.806667
1,694,690.191879
3
Other Transaction
3
3
3,143,510.42
62,565.198877
29,657.559731
0
0.3
0.7
0.050847
South West
T817597
2023-08-27 19:10:22.192112
1,000,871,625
3,490,345,227
deposit
Other Transaction
Ibadan
mobile
false
null
3,474.939379
1.1
9
0.15
USSD
105.112.199.213
D9989964
9,258,481.94
true
true
Trader
false
19
1
1
0
1
0
6
1
8
3,100,498.09
4,332,242.291703
4
Other Transaction
4
4
12,401,992.36
174,839.76385
65,953.110761
0.050847
0.8
0.7
0.066667
South West
T1123982
2023-09-22 12:34:20.626764
1,000,871,625
2,952,677,494
deposit
Ikeja Electric Bill
Port Harcourt
pos
false
null
462.185121
0.47
2
0.76
Mobile App
105.112.77.51
D4716147
3,606,775.7
true
true
Trader
false
12
0
0
0
2
1
4
1
8
3,201,753.612
3,758,657.454357
5
Other Transaction
5
5
16,008,768.06
37,043.973911
60,171.283391
0
0.6
0.7
0
South South
T1477880
2023-09-24 14:25:21.680962
1,000,871,625
3,374,235,262
deposit
POS Withdrawal
Ibadan
pos
false
null
-38.952207
0.48
6
0.23
USSD
197.210.110.192
D8421154
4,461,508.79
true
true
Trader
false
14
1
0
0
2
1
16
1
8
3,411,712.808333
3,400,956.023253
6
Other Transaction
6
6
20,470,276.85
2,991.01757
50,641.239087
0.052632
0.8
0.7
0.065574
South West
T2777806
2023-11-23 15:28:03.627016
1,000,871,625
7,662,283,395
withdrawal
Other Transaction
Lagos
mobile
false
null
6,388.862505
-0.57
14
0.55
USSD
197.210.195.193
D9024651
3,731,025.6
true
true
Trader
false
15
0
0
0
1
0
18
1
8
3,457,328.921429
3,106,978.816874
7
Other Transaction
7
7
24,201,302.45
86,462.699101
55,758.590518
0.05042
0.8
0.7
0.051724
South West
T4913962
2023-12-03 10:21:09.391978
1,000,871,625
8,707,885,456
deposit
Data Subscription (Airtel)
Enugu
pos
false
null
5,354.40862
-1.2
1
0.08
Mobile App
41.58.141.45
D2918810
6,386,199.87
true
true
Trader
false
10
1
0
0
1
0
45
1
8
3,823,437.79
3,057,214.035575
8
Other Transaction
8
8
30,587,502.32
14,093.096083
50,550.403713
0.083333
0.6
0.7
0.071429
South East
T3495344
2023-03-05 11:14:04.112929
1,000,880,021
4,064,138,939
payment
ATM Withdrawal
Onitsha
mobile
false
null
-929.685572
-0.19
6
0.02
USSD
41.58.171.45
D3512463
12,607.3
true
true
Student
false
11
1
0
0
1
0
48
1
7
12,607.3
0
1
Local Market Purchase
1
1
12,607.3
0
0
0
0.8
0.5
0.034483
South East
T186325
2023-03-28 08:52:33.919709
1,000,880,021
1,232,793,067
deposit
Bet9ja Stake
Kano
mobile
false
null
null
-0.41
7
0.5
Card
197.210.93.171
D9001061
671,819.42
true
false
Student
false
8
0
1
0
2
1
23
1
7
342,213.36
466,133.360292
2
Local Market Purchase
2
2
684,426.72
32,978.49678
16,489.24839
0
0.4
0.5
0.023256
North West
T3338284
2023-05-13 16:24:00.170777
1,000,880,021
5,256,047,787
deposit
SPAR Purchase
Lagos
mobile
false
null
-3,555.023272
-1.33
12
0.53
Mobile App
41.58.202.158
D9525708
612,690.86
true
true
Student
false
16
1
0
0
3
1
34
1
7
432,372.526667
364,727.54323
3
Local Market Purchase
3
3
1,297,117.58
66,691.437518
33,223.311432
0.037037
0.6
0.5
0.050847
South West
T3672262
2023-07-28 15:09:45.512062
1,000,880,021
9,217,439,702
payment
Local Market Purchase
Enugu
pos
false
null
2,381.203444
-0.26
7
0.28
Bank Transfer
105.114.164.84
D7884342
741.65
true
true
Student
false
15
0
1
0
2
1
9
1
7
324,464.8075
367,777.682779
4
Local Market Purchase
4
4
1,297,859.23
109,365.755688
52,258.922496
0.066667
0.3
0.5
0.070175
South East
T4614330
2023-09-05 08:24:57.050075
1,000,880,021
3,651,626,331
withdrawal
Konga Order
Ibadan
atm
false
null
1,796.325705
-0.39
11
0.04
Mobile App
41.58.209.245
D8986059
74,869.1
true
true
Student
false
8
0
0
0
1
0
37
1
7
274,545.666
337,498.031703
5
Local Market Purchase
5
5
1,372,728.33
55,755.1923
52,958.176457
0.111111
0.6
0.5
0.064516
South West
T2514806
2023-09-16 14:33:43.037416
1,000,880,021
6,875,418,215
withdrawal
Local Market Purchase
Kano
web
false
null
4,404.06531
0.69
16
0.62
Card
102.89.47.238
D3152952
69,508.53
true
true
Student
false
14
1
0
0
1
0
307
1
7
240,372.81
313,258.107071
6
Local Market Purchase
6
6
1,442,236.86
16,208.766456
46,833.27479
0.0625
0.4
0.5
0.022727
North West
T3189376
2023-09-16 16:13:42.950135
1,000,880,021
1,919,689,074
payment
Other Transaction
Ibadan
mobile
false
null
-47.007524
1.12
20
0.36
Card
105.113.7.206
D8869973
5,664.47
true
true
Student
false
16
1
0
0
3
1
7
1
7
206,843.047143
299,408.165696
7
Local Market Purchase
7
7
1,447,901.33
99.998545
40,157.09247
0.05
0.4
0.5
0.063492
South West
T1731853
2023-02-10 10:07:02.204316
1,000,887,138
4,626,156,805
transfer
Airtime Top-up (MTN)
Benin City
pos
false
null
null
0.53
8
0.59
USSD
105.114.180.16
D2802568
15,701.02
true
false
Salary Earner
false
10
0
0
0
1
0
5
1
5
15,701.02
0
1
ABC Transport Ticket
1
1
15,701.02
0
0
0
0.8
0.4
0.02
South South
T3491737
2023-02-13 14:31:14.848282
1,000,887,138
9,773,042,633
deposit
Local Market Purchase
Onitsha
web
false
null
-2,015.2454
1.03
9
0.19
Card
41.58.200.201
D5801216
766,031.8
true
true
Salary Earner
false
14
0
0
0
1
0
36
1
5
390,866.41
530,563.982671
2
ABC Transport Ticket
2
2
781,732.82
4,584.210733
2,292.105366
0.058824
0.4
0.4
0.033898
South East
T3402147
2023-05-13 12:56:40.288319
1,000,887,138
4,224,770,085
withdrawal
Jumia Purchase
Enugu
pos
false
null
-5,352.654325
1.17
15
0.31
Card
105.112.226.7
D4634874
276,771.21
true
true
Salary Earner
false
12
1
0
0
3
1
6
1
5
352,834.676667
380,904.591827
3
ABC Transport Ticket
3
3
1,058,504.03
128,065.424001
44,216.544911
0
0.4
0.4
0.068966
South East
T3031038
2023-12-04 09:49:37.858021
1,000,887,138
6,522,992,267
transfer
ABC Transport Ticket
Abuja
web
false
null
7,311.39657
2.17
6
0.97
Card
105.113.78.163
D7595134
53,603.79
true
true
Salary Earner
false
9
0
0
0
1
0
4
1
5
278,026.955
345,123.629444
4
ABC Transport Ticket
4
4
1,112,107.82
295,012.959495
106,915.648557
0
0.4
0.4
0.021277
North Central
T3662899
2023-12-20 01:17:46.085695
1,000,887,138
1,654,145,220
withdrawal
Ikeja Electric Bill
Lagos
pos
false
null
7,127.530344
-0.69
14
0.46
USSD
197.210.255.69
D7748837
20,419.72
false
true
Salary Earner
false
1
0
0
0
1
0
21
1
5
226,505.508
320,320.210423
5
ABC Transport Ticket
5
5
1,132,527.54
22,528.137128
90,038.146271
0
0.8
0.4
0.05
South West
T2946524
2023-03-18 14:29:04.714946
1,000,889,747
6,087,249,909
deposit
Church Offering
Benin City
mobile
false
null
-1.523823
-2.2
16
0.18
Card
102.89.47.136
D6484787
3,032,792.81
true
true
Trader
false
14
1
0
0
3
1
290
1
4
3,032,792.81
0
1
Church Offering
1
1
3,032,792.81
0
0
0.037037
0.4
0.7
0.019608
South South
T2796449
2023-03-24 11:30:18.476297
1,000,889,747
6,512,639,666
withdrawal
Other Transaction
Port Harcourt
atm
false
null
-6,051.797749
1.25
1
0
Mobile App
197.210.66.196
D7293980
887,905.87
true
true
Trader
false
11
0
0
0
3
1
17
1
4
1,960,349.34
1,516,664.100152
2
Church Offering
2
2
3,920,698.68
8,461.229356
4,230.614678
0.049587
0.6
0.7
0
South South
T828070
2023-04-07 20:00:40.787998
1,000,889,747
8,462,785,648
deposit
Konga Order
Kano
web
false
null
null
0.12
12
0.3
Card
41.58.248.113
D3794648
6,312,817.06
true
false
Trader
false
20
0
0
0
1
0
37
1
4
3,411,171.913333
2,732,177.412656
3
Church Offering
3
3
10,233,515.74
20,670.371862
9,710.533739
0.105263
0.4
0.7
0.022222
North West
T1079116
2023-11-23 12:17:59.373167
1,000,889,747
6,552,728,814
transfer
SportyBet Deposit
Benin City
pos
false
null
5,421.648774
1.13
8
0.6
Card
197.210.114.48
D6190328
91,729.88
true
true
Trader
false
12
0
0
0
4
1
13
1
4
2,581,311.405
2,780,504.054301
4
Church Offering
4
4
10,325,245.62
330,737.309753
89,967.227743
0
0.4
0.7
0.019231
South South
T3748478
2023-02-27 10:36:39.453274
1,000,893,671
8,446,087,172
withdrawal
Ikeja Electric Bill
Aba
mobile
false
null
-3,034.308418
-0.29
9
0.05
Bank Transfer
105.113.143.7
D4540398
228,865.34
true
true
Student
false
10
0
1
0
1
0
4
1
8
228,865.34
0
1
Arik Air Flight
1
1
228,865.34
0
0
0
0.3
0.5
0.018182
South East
T1746022
2023-05-14 17:53:55.176284
1,000,893,671
8,253,370,568
withdrawal
Bolt Ride
Port Harcourt
web
false
null
-804.607373
-0.46
2
0.99
Mobile App
41.58.202.15
D5520819
100,931.05
true
true
Student
false
17
1
0
0
2
1
34
1
8
164,898.195
90,463.204005
2
Arik Air Flight
2
2
329,796.39
109,877.26205
54,938.631025
0
0.6
0.5
0
South South
T115852
2023-06-16 08:41:00.717788
1,000,893,671
4,538,258,396
payment
Bet9ja Stake
Aba
mobile
false
null
null
0.23
1
0.81
Card
197.210.244.235
D9901904
3,963.14
true
false
Student
false
8
0
0
0
1
0
25
1
8
111,253.176667
112,805.849207
3
Arik Air Flight
3
3
333,759.53
46,967.092358
52,281.45147
0
0.4
0.5
0.017857
South East
T3183559
2023-06-26 04:56:24.757748
1,000,893,671
1,152,655,636
deposit
Filmhouse Cinemas Ticket
Port Harcourt
web
false
null
-4,347.357433
0.53
1
0.52
USSD
197.210.217.154
D9057242
197,516.42
true
true
Student
false
4
0
1
0
1
0
22
1
8
132,818.9875
101,704.358467
4
Arik Air Flight
4
4
531,275.95
14,175.400666
42,754.938769
0.090909
0.8
0.5
0
South South
T1821231
2023-10-27 14:23:43.404750
1,000,893,671
1,795,391,951
transfer
Other Transaction
Benin City
web
false
null
-1,833.156514
-1.43
1
0.27
Mobile App
105.115.24.13
D9903433
24,137.17
true
true
Student
false
14
0
1
0
1
0
5
1
8
111,082.624
100,599.104814
5
Arik Air Flight
5
5
555,413.12
177,687.310783
69,741.413172
0.04918
0.6
0.5
0.018868
South South
T1780877
2023-12-01 12:25:00.856601
1,000,893,671
2,092,309,105
transfer
Arik Air Flight
Kano
mobile
false
null
5,148.827967
0.52
18
0.26
USSD
102.89.40.200
D4097320
13,678.93
true
true
Student
false
12
0
0
0
1
0
273
1
8
94,848.675
98,373.728771
6
Arik Air Flight
6
6
569,092.05
50,281.290864
66,498.059454
0
0.8
0.5
0.021739
North West
T4787711
2023-12-02 11:27:07.598042
1,000,893,671
1,998,425,739
payment
Paystack Payment
Enugu
pos
false
null
7,168.15754
0.08
10
0.98
Mobile App
102.89.44.200
D5412733
500
true
true
Student
false
11
1
0
0
1
0
301
1
8
81,370.292857
96,623.804468
7
Arik Air Flight
7
7
569,592.05
1,382.112357
57,195.781297
0.153846
0.6
0.5
0.067797
South East
T2499983
2023-12-20 09:59:46.517502
1,000,893,671
3,990,242,219
transfer
Shoprite Purchase
Lagos
mobile
false
null
1,670.242254
2.04
17
0.58
Bank Transfer
41.58.232.46
D9816505
7,289.95
true
true
Student
false
9
0
0
0
3
1
35
1
8
72,110.25
93,211.639055
8
Arik Air Flight
8
8
576,882
25,832.648658
53,275.389717
0
0.3
0.5
0.04918
South West
T3592246
2023-06-18 12:29:24.969058
1,000,907,108
9,617,773,982
payment
Other Transaction
Aba
mobile
false
null
-2,092.018159
-0.88
4
0.29
Mobile App
197.210.161.226
D8681557
41,785.19
true
true
Trader
false
12
1
0
0
2
1
28
1
3
41,785.19
0
1
Other Transaction
1
1
41,785.19
0
0
0.04878
0.6
0.7
0.017544
South East
T1994116
2023-09-08 10:01:50.342500
1,000,907,108
5,683,293,746
withdrawal
Other Transaction
Port Harcourt
mobile
false
null
-2,636.633861
1.15
16
0.31
Mobile App
102.89.47.208
D5785977
504,179.45
true
true
Trader
false
10
0
0
0
1
0
294
1
3
272,982.32
326,962.116828
2
Other Transaction
2
2
545,964.64
117,932.422891
58,966.211445
0.048387
0.6
0.7
0
South South
T736896
2023-12-05 10:10:47.241595
1,000,907,108
6,427,737,604
deposit
Jumia Purchase
Kano
web
false
null
null
0.92
2
0.03
Mobile App
105.115.216.106
D6053639
10,000
true
false
Trader
false
10
0
0
0
1
0
6
1
3
185,321.546667
276,595.998641
3
Other Transaction
3
3
555,964.64
126,728.948318
81,553.790403
0
0.6
0.7
0.021277
North West
T3687949
2023-02-10 15:28:48.066615
1,000,914,564
1,097,084,660
deposit
Other Transaction
Benin City
mobile
true
Account Takeover
-1,858.503118
0.55
11
0.62
Bank Transfer
197.210.74.173
D3271755
513,546
true
true
Student
false
15
0
0
0
1
0
20
1
6
513,546
0
1
Church Offering
1
1
513,546
0
0
0.048
0.3
0.5
0.018519
South South
T1919176
2023-04-23 21:30:40.116453
1,000,914,564
4,224,784,190
withdrawal
DSTV Payment
Kaduna
mobile
false
null
-5,212.69309
1.28
4
0.29
Mobile App
41.58.225.253
D4634349
257,542.35
true
true
Student
false
21
1
0
0
1
0
40
1
6
385,544.175
181,021.916924
2
Church Offering
2
2
771,088.35
104,041.867497
52,020.933749
0
0.6
0.5
0.018182
North West
T3401972
2023-05-27 12:48:11.293099
1,000,914,564
5,419,412,561
deposit
Shoprite Purchase
Aba
web
false
null
496.187827
0.46
20
0.62
USSD
102.89.38.180
D1754891
157,190.47
true
true
Student
false
12
1
1
0
2
1
308
1
6
309,426.273333
183,756.012325
3
Church Offering
3
3
928,278.82
48,437.519611
50,826.462369
0
0.8
0.5
0.017241
South East
T955410
2023-09-24 13:54:22.347548
1,000,914,564
2,349,683,447
payment
SportyBet Deposit
Lagos
pos
false
null
null
0.55
15
0.98
Mobile App
105.113.110.57
D7622915
48,797.16
true
false
Student
false
13
1
0
0
2
1
6
1
6
244,268.995
198,727.782967
4
Church Offering
4
4
977,075.98
172,866.184241
81,336.392837
0
0.6
0.5
0.048387
South West
T1311577
2023-10-20 22:33:52.547638
1,000,914,564
1,039,183,305
payment
Church Offering
Benin City
web
false
null
1,243.115889
-1.1
4
0.7
Bank Transfer
102.89.32.165
D5939664
13,982.2
true
true
Student
false
22
0
0
0
1
0
347
1
6
198,211.636
200,564.080489
5
Church Offering
5
5
991,058.18
37,959.503335
72,661.014937
0.035714
0.3
0.5
0.036364
South South
T1332526
2023-11-26 10:48:55.240690
1,000,914,564
4,524,703,306
transfer
Local Market Purchase
Kaduna
atm
false
null
807.25797
-0.66
3
0.77
Bank Transfer
102.89.47.113
D8946183
911.52
true
true
Student
false
10
1
1
0
3
1
295
1
6
165,328.283333
196,643.45807
6
Church Offering
6
6
991,969.7
52,575.044884
69,313.353261
0.055556
0.3
0.5
0.017857
North West
T5081584
2023-02-24 02:27:03.054034
1,000,928,912
4,979,630,500
payment
Filmhouse Cinemas Ticket
Aba
atm
false
null
-3,009.416742
1.55
4
0.16
Mobile App
102.89.38.35
D7790504
159,088.69
true
true
Trader
false
2
0
0
0
2
1
307
1
4
159,088.69
0
1
Airtime Top-up (MTN)
1
1
159,088.69
0
0
0.086957
0.6
0.7
0.016949
South East
T133189
2023-02-27 17:48:11.605021
1,000,928,912
8,522,009,990
payment
DSTV Payment
Lagos
web
false
null
null
-0.77
4
0.49
Card
102.89.34.183
D3339641
2,005,233.08
true
false
Trader
false
17
0
1
0
4
1
307
1
4
1,082,160.885
1,305,421.217219
2
Airtime Top-up (MTN)
2
2
2,164,321.77
5,241.142516
2,620.571258
0
0.4
0.7
0.047619
South West
T1910426
2023-05-09 06:46:15.933050
1,000,928,912
3,910,470,647
transfer
Other Transaction
Kano
atm
false
null
2,235.056202
1.45
7
0.25
Card
197.210.70.95
D6646304
129,959.39
true
true
Trader
false
6
0
0
0
1
0
25
1
4
764,760.386667
1,074,379.591303
3
Airtime Top-up (MTN)
3
3
2,294,281.16
101,578.072134
35,606.404883
0.055556
0.4
0.7
0.020833
North West
T2305158
2023-06-05 09:03:26.324174
1,000,928,912
4,341,783,407
withdrawal
Airtime Top-up (MTN)
Benin City
mobile
false
null
589.637609
-0.75
13
0.75
Mobile App
105.115.32.210
D4431700
2,367,794.98
true
true
Trader
false
9
0
0
0
1
0
7
1
4
1,165,519.035
1,188,258.24115
4
Airtime Top-up (MTN)
4
4
4,662,076.14
39,017.173185
36,459.096959
0
0.6
0.7
0.035714
South South
T1355548
2023-05-19 10:31:58.906397
1,000,952,758
6,659,031,691
payment
ABC Transport Ticket
Abuja
web
false
null
-1,484.641711
-0.16
11
0.13
Bank Transfer
102.89.45.13
D5797698
40,643.45
true
true
Salary Earner
false
10
0
0
0
4
1
323
1
6
40,643.45
0
1
ABC Transport Ticket
1
1
40,643.45
0
0
0
0.3
0.4
0.020833
North Central
T4703521
2023-06-07 10:55:27.726848
1,000,952,758
1,336,125,953
transfer
Other Transaction
Benin City
pos
false
null
-3,705.842978
0.6
7
0.95
USSD
41.58.158.177
D4396620
16,207.01
true
true
Salary Earner
false
10
0
0
0
1
0
45
1
6
28,425.23
17,279.172432
2
ABC Transport Ticket
2
2
56,850.46
27,383.480341
13,691.74017
0.055118
0.8
0.4
0.035088
South South
T2891463
2023-07-25 13:25:38.780000
1,000,952,758
3,500,490,418
withdrawal
ABC Transport Ticket
Kaduna
atm
false
null
-326.002265
1.44
7
0.87
Mobile App
105.112.228.148
D7866634
485,587.57
true
true
Salary Earner
false
13
0
1
0
2
1
4
1
6
180,812.676667
264,225.44655
3
ABC Transport Ticket
3
3
542,438.03
69,270.184219
32,217.888187
0
0.6
0.4
0.017544
North West
T346518
2023-07-25 15:03:30.066643
1,000,952,758
3,561,727,780
deposit
Bolt Ride
Ibadan
web
false
null
null
-0.18
10
0.38
Card
41.58.251.220
D9962609
652,211.62
true
false
Salary Earner
false
15
0
1
0
2
1
31
1
6
298,662.4125
319,527.200742
4
ABC Transport Ticket
4
4
1,194,649.65
97.854777
24,187.879834
0
0.4
0.4
0.0625
South West
T2467904
2023-08-28 10:15:56.933426
1,000,952,758
7,342,632,699
withdrawal
Filmhouse Cinemas Ticket
Ibadan
atm
false
null
1,852.353341
0.26
16
0.38
Card
197.210.151.99
D1708119
1,031,263.58
true
true
Salary Earner
false
10
0
1
0
3
1
21
1
6
445,182.646
428,852.093541
5
ABC Transport Ticket
5
5
2,225,913.23
48,672.44778
29,084.793423
0.083333
0.4
0.4
0.061538
South West
T3144319
2023-11-16 17:07:17.447990
1,000,952,758
3,780,386,898
payment
Other Transaction
Ibadan
mobile
false
null
3,005.52963
-0.98
11
0.51
Mobile App
197.210.87.222
D6308507
66,288.66
true
true
Salary Earner
false
17
0
0
0
1
0
20
1
6
382,033.648333
413,591.670547
6
ABC Transport Ticket
6
6
2,292,201.89
115,611.341909
43,505.884838
0.054688
0.6
0.4
0.060606
South West
T1721434
2023-06-27 21:38:55.186031
1,000,959,112
8,791,838,807
withdrawal
Other Transaction
Onitsha
mobile
false
null
-2,736.021947
-1.77
13
0.75
Card
105.115.53.171
D3560848
455,942.96
true
true
Salary Earner
false
21
0
1
0
2
1
4
1
3
455,942.96
0
1
DSTV Payment
1
1
455,942.96
0
0
0.054264
0.4
0.4
0.033333
South East
T479117
2023-10-08 14:28:37.195678
1,000,959,112
5,061,873,834
payment
Local Market Purchase
Abuja
atm
false
null
null
1.82
20
0.54
USSD
102.89.44.169
D2137333
24,056.22
true
false
Salary Earner
false
14
1
0
0
1
0
306
1
3
239,999.59
305,390.042559
2
DSTV Payment
2
2
479,999.18
147,889.700161
73,944.85008
0.052632
0.8
0.4
0.020408
North Central
T2294939
2023-12-28 11:39:28.472307
1,000,959,112
5,811,346,563
payment
DSTV Payment
Ibadan
mobile
false
null
4,702.195635
-1.34
12
0.65
Bank Transfer
197.210.2.2
D7636733
143,281.24
true
true
Salary Earner
false
11
0
1
0
1
0
17
1
3
207,760.14
223,046.375124
3
DSTV Payment
3
3
623,280.42
116,470.85461
88,120.184924
0
0.3
0.4
0.059701
South West
T3536804
2023-02-27 00:07:09.849369
1,000,966,279
2,799,777,910
payment
Local Market Purchase
Onitsha
atm
false
null
null
1.42
17
0.07
Card
197.210.235.242
D3416637
7,442
true
false
Salary Earner
false
0
0
1
0
2
1
20
1
2
7,442
0
1
Local Market Purchase
1
1
7,442
0
0
0.05
0.4
0.4
0.032787
South East
T3940557
2023-09-25 14:20:43.706357
1,000,966,279
7,155,078,535
deposit
SportyBet Deposit
Lagos
pos
false
null
4,951.309405
0.42
18
0.42
USSD
197.210.189.148
D9440711
1,276,658.28
true
true
Salary Earner
false
14
0
1
0
3
1
18
1
2
642,050.14
897,471.43838
2
Local Market Purchase
2
2
1,284,100.28
303,253.564283
151,626.782142
0
0.8
0.4
0.046875
South West
T2533113
2023-04-09 16:37:42.187273
1,000,977,659
8,966,827,433
withdrawal
Other Transaction
Benin City
mobile
false
null
-1,594.713018
-0.97
16
0.45
Bank Transfer
197.210.141.181
D9843881
399,727.1
true
true
Salary Earner
false
16
1
0
0
1
0
16
1
4
399,727.1
0
1
Other Transaction
1
1
399,727.1
0
0
0.053846
0.3
0.4
0.034483
South South
T1963826
2023-07-07 12:14:19.051892
1,000,977,659
2,344,704,477
deposit
Local Market Purchase
Ibadan
pos
false
null
null
-0.37
6
0.56
USSD
41.58.199.48
D7917184
2,658,400.35
true
false
Salary Earner
false
12
0
0
0
2
1
29
1
4
1,529,063.725
1,597,123.17156
2
Other Transaction
2
2
3,058,127.45
127,896.61441
63,948.307205
0.047619
0.8
0.4
0.058824
South West
T2794927
2023-10-11 16:11:40.932451
1,000,977,659
7,412,367,861
transfer
Other Transaction
Lagos
atm
false
null
-471.862608
0.6
14
0.65
USSD
41.58.193.79
D9764508
51,382.09
false
true
Salary Earner
false
16
0
0
0
3
1
44
1
4
1,036,503.18
1,415,361.750239
3
Other Transaction
3
3
3,109,509.54
138,477.364676
88,791.326362
0.053435
0.8
0.4
0.046154
South West
T2654200
2023-11-08 15:56:02.321989
1,000,977,659
8,524,165,634
transfer
Paystack Payment
Onitsha
atm
false
null
4,702.551149
0.66
14
0.06
Card
102.89.33.163
D3115049
17,674.82
true
true
Salary Earner
false
15
0
0
0
1
0
301
1
4
781,796.09
1,262,933.910706
4
Other Transaction
4
4
3,127,184.36
40,304.356492
76,669.583895
0.142857
0.4
0.4
0.032258
South East
T192410
2023-01-27 07:27:10.622597
1,000,994,640
6,445,971,447
deposit
Data Subscription (Airtel)
Enugu
atm
false
null
null
0.94
4
0.18
Bank Transfer
102.89.34.150
D6474592
971,088.18
true
false
Student
false
7
0
1
0
2
1
329
1
5
971,088.18
0
1
Arik Air Flight
1
1
971,088.18
0
0
0.076923
0.3
0.5
0.066667
South East
T728848
2023-04-02 11:45:33.916504
1,000,994,640
6,397,865,300
payment
DSTV Payment
Enugu
web
false
null
2,803.649248
-1.1
2
0.54
Mobile App
102.89.36.100
D4063962
3,916.95
true
true
Student
false
11
1
0
0
2
1
298
1
5
487,502.565
683,893.335302
2
Arik Air Flight
2
2
975,005.13
93,858.388232
46,929.194116
0
0.6
0.5
0.065574
South East
T1714529
2023-04-08 10:04:57.587789
1,000,994,640
8,069,391,521
payment
Arik Air Flight
Lagos
web
false
null
-304.123702
-0.17
6
0.69
Bank Transfer
197.210.227.66
D5653024
1,379.86
true
true
Student
false
10
1
0
0
1
0
26
1
5
325,461.663333
559,130.403818
3
Arik Air Flight
3
3
976,384.99
8,539.394521
34,132.594251
0
0.3
0.5
0.045455
South West
T3010937
2023-06-20 07:21:03.065582
1,000,994,640
1,295,885,667
deposit
Paystack Payment
Lagos
atm
false
null
-1,398.780124
-1.01
12
0.5
Card
102.89.38.102
D7958383
393,807.73
true
true
Student
false
7
0
0
0
3
1
283
1
5
342,548.18
457,805.273586
4
Arik Air Flight
4
4
1,370,192.72
104,956.091297
51,838.468512
0.133333
0.4
0.5
0.044776
South West
T2742519
2023-08-19 17:24:41.510312
1,000,994,640
7,778,091,592
deposit
Other Transaction
Kano
mobile
false
null
2,924.219701
-0.71
15
0.95
Mobile App
41.58.153.150
D4366276
760,523.61
true
true
Student
false
17
1
0
0
2
1
35
1
5
426,143.266
438,326.297875
5
Arik Air Flight
5
5
2,130,716.33
87,003.640746
58,871.502959
0.05303
0.6
0.5
0.020408
North West
T3086241
2023-02-23 20:24:51.366164
1,000,995,710
9,067,970,164
withdrawal
Jumia Purchase
Aba
atm
false
null
-5,765.271037
0.99
11
0.3
Bank Transfer
102.89.42.192
D2151067
100,673.83
true
true
Student
false
20
0
0
0
2
1
325
1
4
100,673.83
0
1
Other Transaction
1
1
100,673.83
0
0
0
0.3
0.5
0.016667
South East
T785355
2023-02-24 15:38:33.958161
1,000,995,710
8,511,339,616
payment
Other Transaction
Lagos
pos
false
null
null
-0.9
17
0.2
Bank Transfer
41.58.191.146
D9017779
77,973.46
true
false
Student
false
15
0
0
0
1
0
47
1
4
89,323.645
16,051.585562
2
Other Transaction
2
2
178,647.29
1,153.709867
576.854933
0.052632
0.3
0.5
0.044118
South West
T4376857
2023-09-01 12:45:25.398844
1,000,995,710
6,390,818,731
withdrawal
Other Transaction
Enugu
pos
false
null
5,086.717509
0.61
14
0.05
Mobile App
105.113.47.104
D2349947
137,381.31
true
true
Student
false
12
0
0
0
1
0
5
1
4
105,342.866667
29,977.876642
3
Other Transaction
3
3
316,028.6
271,986.857345
91,046.855737
0.052239
0.6
0.5
0.064516
South East
T2720609
2023-10-05 11:48:54.099765
1,000,995,710
7,864,603,834
transfer
ABC Transport Ticket
Benin City
pos
false
null
6,103.585317
-1.41
9
0.53
USSD
105.113.183.79
D5927673
10,773.37
true
true
Student
false
11
0
0
0
1
0
6
1
4
81,700.4925
53,244.368875
4
Other Transaction
4
4
326,801.97
48,903.478349
80,511.01139
0
0.8
0.5
0.033898
South South
T4591307
2023-02-13 11:37:30.034998
1,001,021,391
1,674,412,319
transfer
Data Subscription (Airtel)
Ibadan
pos
false
null
-7,285.95015
0.71
20
0.66
Card
105.114.146.143
D4228621
30,720.01
true
true
Trader
false
11
0
0
0
2
1
6
1
8
30,720.01
0
1
Data Subscription (Airtel)
1
1
30,720.01
0
0
0.071429
0.4
0.7
0.057971
South West
T347040
2023-03-13 22:02:29.538429
1,001,021,391
7,437,221,277
transfer
Bet9ja Stake
Kaduna
pos
false
null
null
0.2
3
0.4
USSD
197.210.14.83
D4060719
280,367.3
false
false
Trader
false
22
0
0
0
1
0
19
1
8
155,543.655
176,527.291664
2
Data Subscription (Airtel)
2
2
311,087.31
40,944.991724
20,472.495862
0
0.8
0.7
0.017241
North West
T2995322
2023-04-13 14:50:02.096033
1,001,021,391
1,788,873,352
payment
ABC Transport Ticket
Lagos
pos
false
null
846.461822
0.32
16
0.15
USSD
197.210.154.13
D2337007
221,889.93
true
true
Trader
false
14
0
0
0
1
0
16
1
8
177,659.08
130,568.826371
3
Data Subscription (Airtel)
3
3
532,977.24
44,207.542627
28,384.178117
0
0.8
0.7
0.043478
South West