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
T2510318
2023-07-10 14:01:03.597801
1,000,259,549
3,453,246,319
transfer
SPAR Purchase
Ibadan
web
false
null
118.792377
-0.79
17
0.85
Bank Transfer
197.210.147.161
D9509448
2,074.95
true
true
Student
false
14
0
0
0
2
1
18
1
9
83,854.521667
147,444.855833
6
Other Transaction
6
6
503,127.13
5,782.259296
36,986.59599
0
0.3
0.5
0.285714
South West
T1039029
2023-09-13 23:57:20.416754
1,000,259,549
6,563,613,806
transfer
Flutterwave Payment
Benin City
web
false
null
3,039.427462
0.63
17
0.26
Mobile App
105.113.142.38
D6756919
25,781.46
true
true
Student
false
23
0
0
0
1
0
4
1
9
75,558.37
136,376.088521
7
Other Transaction
7
7
528,908.59
94,196.280316
45,159.408037
0.2
0.6
0.5
0
South South
T1332467
2023-09-18 06:10:45.511920
1,000,259,549
4,882,771,589
transfer
POS Withdrawal
Kano
atm
false
null
-1,718.660261
-0.09
8
0.79
USSD
197.210.198.171
D4891902
1,397.11
true
true
Student
false
6
0
0
0
1
0
21
1
9
66,288.2125
128,953.497181
8
Other Transaction
8
8
530,305.7
6,133.418253
40,281.159314
0
0.8
0.5
0
North West
T1150834
2023-11-25 23:55:36.450937
1,000,259,549
1,928,416,618
payment
Other Transaction
Port Harcourt
mobile
false
null
1,607.841121
-0.71
8
0.58
Mobile App
102.89.43.38
D7719140
3,107.7
false
true
Student
false
23
1
1
0
1
0
357
1
9
59,268.155556
122,449.620972
9
Other Transaction
9
9
533,413.4
98,984.848984
46,803.791499
0.041667
0.6
0.5
0
South South
T2459114
2023-04-02 08:07:32.195337
1,000,261,631
6,610,802,316
withdrawal
Airtime Top-up (MTN)
Kaduna
atm
false
null
-5,823.525135
2.08
11
0.5
USSD
102.89.45.145
D3581394
128,005.34
true
true
Salary Earner
false
8
1
0
0
2
1
264
1
3
128,005.34
0
1
Airtime Top-up (MTN)
1
1
128,005.34
0
0
0
0.8
0.4
0
North West
T431061
2023-12-20 17:40:24.338862
1,000,261,631
6,177,687,918
withdrawal
Church Offering
Onitsha
mobile
false
null
null
-1.37
12
0.26
USSD
197.210.157.200
D1839534
321,545.19
true
false
Salary Earner
false
17
0
0
0
1
0
24
1
3
224,775.265
136,853.340365
2
Airtime Top-up (MTN)
2
2
449,550.53
377,852.869059
188,926.434529
0.1
0.8
0.4
0.052632
South East
T1260950
2023-12-24 14:33:13.681818
1,000,261,631
9,051,075,324
withdrawal
Other Transaction
Aba
mobile
true
Account Takeover
-203.324905
0.07
8
0.63
Mobile App
41.58.147.105
D5013616
332,195.5
true
true
Salary Earner
false
14
1
0
0
2
1
33
1
3
260,582.01
114,938.189245
3
Airtime Top-up (MTN)
3
3
781,746.03
5,572.822383
127,808.563814
0.04
0.6
0.4
0
South East
T1559064
2023-02-28 14:21:11.658854
1,000,275,104
4,298,066,897
payment
Ikeja Electric Bill
Ibadan
atm
false
null
-5,939.595679
-1.96
10
0.94
Bank Transfer
102.89.45.142
D3535761
25,404.39
true
true
Trader
false
14
0
1
0
2
1
323
1
9
25,404.39
0
1
Other Transaction
1
1
25,404.39
0
0
0
0.3
0.7
0.25
South West
T2671486
2023-03-20 14:21:17.474247
1,000,275,104
7,652,481,846
deposit
Other Transaction
Ibadan
web
false
null
-4,353.17791
0.47
7
0.99
Mobile App
105.112.34.0
D4821351
5,110,179.96
true
true
Trader
false
14
0
0
0
2
1
7
1
9
2,567,792.175
3,595,479.286359
2
Other Transaction
2
2
5,135,584.35
28,800.096923
14,400.048462
0.076923
0.6
0.7
0.222222
South West
T1919708
2023-07-13 17:28:38.869939
1,000,275,104
2,587,840,076
transfer
SPAR Purchase
Aba
mobile
false
null
3,999.206725
0.53
11
0.39
Bank Transfer
41.58.144.70
D7688474
104,200.67
true
true
Trader
false
17
0
0
0
1
0
31
1
9
1,746,595.006667
2,913,216.438432
3
Other Transaction
3
3
5,239,785.02
165,787.356595
64,862.484506
0
0.3
0.7
0.090909
South East
T575262
2023-09-05 10:50:44.194192
1,000,275,104
8,368,465,067
deposit
Airtime Top-up (MTN)
Ibadan
atm
false
null
null
-1.6
6
0.05
USSD
102.89.40.163
D7629112
2,406,188.23
true
false
Trader
false
10
0
0
0
2
1
330
1
9
1,911,493.3125
2,401,385.534055
4
Other Transaction
4
4
7,645,973.25
77,362.088738
67,987.385564
0
0.8
0.7
0.2
South West
T2125312
2023-09-26 16:48:30.948859
1,000,275,104
4,213,094,806
payment
Local Market Purchase
Enugu
mobile
false
null
1,375.4503
-0.3
15
0.94
Card
102.89.42.93
D7085493
82,484.19
true
true
Trader
false
16
0
1
0
1
0
274
1
9
1,545,691.488
2,234,735.831461
5
Other Transaction
5
5
7,728,457.44
30,597.779244
60,509.4643
0
0.4
0.7
0.1
South East
T896809
2023-10-04 16:58:19.103777
1,000,275,104
5,411,994,278
transfer
Arik Air Flight
Ibadan
mobile
false
null
-1,189.081542
1.26
14
0.62
Bank Transfer
102.89.34.71
D8952485
199,815.22
true
true
Trader
false
16
0
0
0
2
1
292
1
9
1,321,378.776667
2,072,952.614974
6
Other Transaction
6
6
7,928,272.66
11,529.802582
52,346.187347
0
0.3
0.7
0.181818
South West
T3278795
2023-10-24 16:02:35.320251
1,000,275,104
1,797,841,902
transfer
Other Transaction
Ibadan
pos
false
null
5,252.385513
0.25
20
0.8
Mobile App
197.210.92.210
D9534295
108,905.87
true
true
Trader
false
16
0
0
0
2
1
25
1
9
1,148,168.361429
1,947,037.935489
7
Other Transaction
7
7
8,037,178.53
28,744.270275
48,974.484908
0.074074
0.6
0.7
0.166667
South West
T4750725
2023-10-25 13:31:44.745085
1,000,275,104
1,477,068,359
transfer
Bet9ja Stake
Ibadan
pos
false
null
-248.028215
1.95
13
0.42
USSD
105.112.230.201
D5746732
150,187.44
true
true
Trader
false
13
0
1
0
1
0
8
1
9
1,023,420.74625
1,836,814.420714
8
Other Transaction
8
8
8,187,365.97
1,289.157081
43,013.81893
0
0.8
0.7
0.153846
South West
T850161
2023-12-08 09:49:57.655925
1,000,275,104
2,075,634,626
withdrawal
ABC Transport Ticket
Aba
web
false
null
1,721.691795
0.24
14
0.97
Bank Transfer
105.113.88.119
D9026932
607,157.34
true
true
Trader
false
9
0
0
0
3
1
4
1
9
977,169.256667
1,723,776.121404
9
Other Transaction
9
9
8,794,523.31
63,138.215181
45,249.862958
0
0.3
0.7
0.083333
South East
T4446846
2023-03-19 08:03:41.569009
1,000,283,811
2,653,134,754
withdrawal
Shoprite Purchase
Port Harcourt
mobile
false
null
-4,393.193975
-1.35
2
0.48
Card
41.58.143.23
D3988358
2,398,633.43
true
true
Trader
false
8
1
0
0
1
0
41
1
6
2,398,633.43
0
1
ATM Withdrawal
1
1
2,398,633.43
0
0
0
0.4
0.7
0
South South
T2038680
2023-05-28 12:46:42.533734
1,000,283,811
4,986,773,450
withdrawal
ATM Withdrawal
Enugu
pos
false
null
-876.991772
0.84
14
0.89
Card
105.115.125.249
D8786574
416,076.93
true
true
Trader
false
12
1
1
0
1
0
9
1
6
1,407,355.18
1,401,879.145235
2
ATM Withdrawal
2
2
2,814,710.36
101,083.016079
50,541.508039
0
0.4
0.7
0.090909
South East
T778897
2023-06-07 22:42:33.913036
1,000,283,811
7,446,612,365
payment
Konga Order
Kaduna
web
true
Account Takeover
-4,065.887125
-2.2
4
0.05
USSD
197.210.32.32
D1131039
362,337.84
true
true
Trader
false
22
0
0
0
1
0
27
1
6
1,059,016.066667
1,160,453.783033
3
ATM Withdrawal
3
3
3,177,048.2
14,995.856322
38,692.957467
0.333333
0.8
0.7
0
North West
T2305807
2023-09-18 12:51:40.626063
1,000,283,811
5,199,160,467
transfer
Arik Air Flight
Onitsha
pos
false
null
3,353.489192
1.78
3
0.28
USSD
41.58.233.236
D2106629
196,810.06
true
true
Trader
false
12
0
0
0
2
1
35
1
6
843,464.565
1,040,969.95851
4
ATM Withdrawal
4
4
3,373,858.26
147,729.111884
65,951.996071
0
0.8
0.7
0.05
South East
T2714824
2023-09-20 12:48:06.880725
1,000,283,811
1,607,598,625
transfer
ATM Withdrawal
Onitsha
atm
false
null
-76.582707
-0.79
15
0.31
USSD
197.210.220.82
D3405412
84,648.06
true
true
Trader
false
12
0
0
0
2
1
28
1
6
691,701.264
963,262.341495
5
ATM Withdrawal
5
5
3,458,506.32
2,876.437578
53,336.884372
0
0.8
0.7
0.047619
South East
T540867
2023-11-19 07:37:17.562558
1,000,283,811
1,199,105,136
transfer
Bolt Ride
Aba
pos
false
null
null
-0.33
15
0.04
Card
105.115.95.56
D1476225
203,296.05
true
false
Trader
false
7
1
0
0
2
1
7
1
6
610,300.395
884,339.346449
6
ATM Withdrawal
6
6
3,661,802.37
86,089.178031
58,795.599982
0
0.4
0.7
0.076923
South East
T444979
2023-04-15 09:50:36.279759
1,000,296,054
6,724,678,844
payment
Jumia Purchase
Lagos
pos
false
null
null
-0.56
12
0.39
USSD
102.89.46.119
D3921610
26,799.53
true
false
Salary Earner
false
9
1
0
0
3
1
331
1
4
26,799.53
0
1
Ikeja Electric Bill
1
1
26,799.53
0
0
0
0.8
0.4
0.285714
South West
T769409
2023-07-14 12:53:53.586107
1,000,296,054
2,006,718,186
payment
Ikeja Electric Bill
Benin City
web
false
null
2,539.588418
-0.55
14
0.15
Mobile App
102.89.40.242
D2088200
149,286.02
true
true
Salary Earner
false
12
0
0
0
2
1
312
1
4
88,042.775
86,611.027683
2
Ikeja Electric Bill
2
2
176,085.55
129,783.288439
64,891.64422
0
0.6
0.4
0
South South
T3650281
2023-09-20 22:43:40.095887
1,000,296,054
8,639,775,291
withdrawal
Other Transaction
Aba
atm
false
null
1,322.185975
-0.07
16
0.57
Bank Transfer
197.210.20.185
D5007946
306,797.46
true
true
Salary Earner
false
22
0
0
0
1
0
19
1
4
160,961.003333
140,363.596163
3
Ikeja Electric Bill
3
3
482,883.01
98,509.775163
76,097.687867
0.071429
0.3
0.4
0.071429
South East
T4733035
2023-12-25 11:34:26.092236
1,000,296,054
6,117,586,213
deposit
Konga Order
Enugu
web
false
null
2,135.911666
0.42
10
0.11
Mobile App
197.210.13.10
D4884705
553,165.56
true
true
Salary Earner
false
11
0
1
0
1
0
25
1
4
259,012.1425
227,135.927702
4
Ikeja Electric Bill
4
4
1,036,048.57
137,570.766606
91,465.957552
0.5
0.6
0.4
0.083333
South East
T2609665
2023-03-26 16:32:45.811227
1,000,317,233
5,751,327,785
transfer
Bet9ja Stake
Kaduna
pos
false
null
-2,956.101246
-0.99
10
0.08
USSD
41.58.160.100
D3462138
27,668.76
true
true
Salary Earner
false
16
1
1
0
1
0
44
1
5
27,668.76
0
1
Arik Air Flight
1
1
27,668.76
0
0
0
0.8
0.4
0.111111
North West
T1696203
2023-04-27 12:40:45.903160
1,000,317,233
4,021,827,442
deposit
Arik Air Flight
Kano
atm
false
null
-2,603.411662
0.81
10
0.08
Mobile App
41.58.159.140
D2823096
2,211,858.96
true
true
Salary Earner
false
12
0
1
0
1
0
45
1
5
1,119,763.86
1,544,455.701821
2
Arik Air Flight
2
2
2,239,527.72
45,848.001532
22,924.000766
0
0.6
0.4
0
North West
T2122354
2023-07-04 09:18:21.297612
1,000,317,233
1,803,312,680
transfer
Filmhouse Cinemas Ticket
Lagos
atm
true
Account Takeover
2,396.190943
-0.88
20
0.17
Card
41.58.132.101
D4704044
27,457.07
true
true
Salary Earner
false
9
0
0
0
2
1
38
1
5
755,661.596667
1,261,103.914012
3
Arik Air Flight
3
3
2,266,984.79
97,717.589908
47,855.197147
0.166667
0.4
0.4
0.25
South West
T1077664
2023-08-24 10:25:46.886566
1,000,317,233
8,376,335,182
withdrawal
Local Market Purchase
Enugu
pos
false
null
-2,559.14477
-1.82
11
0.08
Bank Transfer
102.89.37.216
D8677754
80,011.76
true
true
Salary Earner
false
10
0
0
0
3
1
325
1
5
586,749.1375
1,083,688.637665
4
Arik Air Flight
4
4
2,346,996.55
73,507.426483
54,268.254481
0
0.3
0.4
0.076923
South East
T435677
2023-11-27 13:58:13.058557
1,000,317,233
7,256,646,594
deposit
Other Transaction
Aba
atm
false
null
null
-0.87
1
0.75
Mobile App
197.210.78.166
D7754706
2,184,241.74
true
false
Salary Earner
false
13
0
1
0
1
0
11
1
5
906,247.658
1,179,483.921282
5
Arik Air Flight
5
5
4,531,238.29
137,012.4362
70,817.090824
0.068966
0.6
0.4
0.066667
South East
T4723489
2023-03-09 16:23:17.281568
1,000,321,913
2,367,451,527
payment
Bet9ja Stake
Enugu
web
false
null
-5,459.691501
0.22
10
0.76
USSD
105.112.167.249
D8936566
15,336.54
true
true
Student
false
16
0
0
0
1
0
3
1
4
15,336.54
0
1
Bet9ja Stake
1
1
15,336.54
0
0
0
0.8
0.5
0.071429
South East
T4206192
2023-10-11 13:02:03.685568
1,000,321,913
7,629,872,692
withdrawal
Other Transaction
Ibadan
web
false
null
-839.488262
0.78
11
0.58
USSD
197.210.221.254
D1776695
172,622.77
true
true
Student
false
13
0
0
0
1
0
22
1
4
93,979.655
111,218.15982
2
Bet9ja Stake
2
2
187,959.31
310,838.7734
155,419.3867
0.066667
0.8
0.5
0.142857
South West
T1577150
2023-11-12 17:27:22.540006
1,000,321,913
7,512,891,462
withdrawal
Ikeja Electric Bill
Ibadan
atm
false
null
null
1.3
4
0.2
Card
41.58.254.186
D8965676
334,298.57
true
false
Student
false
17
1
0
0
1
0
42
1
4
174,085.96
159,486.049042
3
Bet9ja Stake
3
3
522,257.88
46,345.314241
119,061.362547
0
0.4
0.5
0.133333
South West
T1819180
2023-11-28 17:23:52.430003
1,000,321,913
1,582,366,221
transfer
Shoprite Purchase
Kaduna
pos
false
null
-47.713086
-1.35
14
0.1
Bank Transfer
102.89.33.39
D4136208
30,869.89
true
true
Student
false
17
0
1
0
1
0
272
1
4
138,281.9425
148,609.92756
4
Bet9ja Stake
4
4
553,127.77
23,036.498167
95,055.146452
0
0.3
0.5
0.1
North West
T3540728
2023-06-04 17:28:55.080674
1,000,326,734
4,321,467,201
withdrawal
Church Offering
Aba
pos
false
null
-4,449.940217
0.68
20
0.93
Card
105.115.162.97
D9716822
1,405,392.33
true
true
Trader
false
17
1
0
0
2
1
3
1
3
1,405,392.33
0
1
Church Offering
1
1
1,405,392.33
0
0
0
0.4
0.7
0.0625
South East
T3251620
2023-12-07 10:31:52.862071
1,000,326,734
8,772,358,144
deposit
Other Transaction
Ibadan
web
false
null
-196.250112
-0.75
9
0.58
USSD
41.58.194.246
D9065401
1,834,789.78
true
true
Trader
false
10
0
0
0
4
1
39
1
3
1,620,091.055
303,629.848719
2
Church Offering
2
2
3,240,182.11
267,422.963023
133,711.481512
0.064516
0.8
0.7
0.125
South West
T161116
2023-12-26 11:35:11.266146
1,000,326,734
4,985,648,419
transfer
Konga Order
Benin City
pos
false
null
null
0.02
5
0.25
Bank Transfer
105.113.59.238
D3485002
38,801.19
true
false
Trader
false
11
0
1
0
3
1
5
1
3
1,092,994.433333
937,863.576558
3
Church Offering
3
3
3,278,983.3
27,423.306735
98,282.089919
0.4
0.3
0.7
0
South South
T3422104
2023-07-02 17:28:19.525052
1,000,335,905
6,832,445,164
deposit
ABC Transport Ticket
Aba
web
false
null
-665.487346
0.59
20
0.67
Card
102.89.44.237
D7247761
103,968.46
true
true
Trader
false
17
1
0
0
3
1
324
1
4
103,968.46
0
1
ABC Transport Ticket
1
1
103,968.46
0
0
0
0.4
0.7
0.058824
South East
T251042
2023-07-28 16:43:35.034878
1,000,335,905
3,731,260,493
withdrawal
Ikeja Electric Bill
Kaduna
pos
false
null
null
0.4
7
0.67
Bank Transfer
41.58.189.118
D3545338
2,628,357.94
true
false
Trader
false
16
0
1
0
1
0
32
1
4
1,366,163.2
1,785,012.919664
2
ABC Transport Ticket
2
2
2,732,326.4
37,395.258497
18,697.629249
0
0.3
0.7
0.090909
North West
T1540368
2023-08-24 15:36:35.971208
1,000,335,905
6,245,123,493
transfer
Data Subscription (Airtel)
Abuja
web
false
null
384.525111
0.21
16
0.5
Mobile App
197.210.12.63
D8984157
93,214.27
false
true
Trader
false
15
0
0
0
1
0
27
1
4
941,846.89
1,460,571.310987
3
ABC Transport Ticket
3
3
2,825,540.67
38,813.015606
25,402.758034
0.25
0.6
0.7
0
North Central
T1274847
2023-08-26 01:47:17.572965
1,000,335,905
1,042,900,143
payment
Paystack Payment
Enugu
atm
false
null
621.840705
1.48
6
0.21
Card
197.210.31.6
D5792617
127,360.37
true
true
Trader
false
1
1
1
0
1
0
15
1
4
738,225.26
1,260,169.079582
4
ABC Transport Ticket
4
4
2,952,901.04
2,050.693363
19,564.741866
0.5
0.4
0.7
0.066667
South East
T1774412
2023-04-22 05:48:40.238059
1,000,354,808
3,149,188,911
payment
DSTV Payment
Onitsha
atm
false
null
-704.66611
1.52
7
0.91
Bank Transfer
197.210.172.31
D7135721
19,938.32
true
true
Trader
false
5
1
0
0
2
1
23
1
11
19,938.32
0
1
Other Transaction
1
1
19,938.32
0
0
0
0.3
0.7
0.045455
South East
T498071
2023-04-25 01:51:33.156002
1,000,354,808
2,583,753,797
deposit
Other Transaction
Onitsha
atm
false
null
null
0.52
6
0.13
USSD
105.115.183.134
D1500467
2,277,528.1
true
false
Trader
false
1
0
1
0
1
0
3
1
11
1,148,733.21
1,596,357.042575
2
Other Transaction
2
2
2,297,466.42
4,082.881966
2,041.440983
0.0625
0.8
0.7
0.043478
South East
T1315805
2023-05-21 12:44:06.232468
1,000,354,808
5,516,189,515
withdrawal
Bolt Ride
Kaduna
web
false
null
823.55641
-2.18
19
0.58
Card
102.89.44.93
D7377181
1,276,355.62
true
true
Trader
false
12
1
0
0
2
1
282
1
11
1,191,274.013333
1,131,197.181545
3
Other Transaction
3
3
3,573,822.04
38,092.551274
14,058.477747
0
0.4
0.7
0.083333
North West
T4522296
2023-06-24 12:53:33.743279
1,000,354,808
5,204,160,249
deposit
Other Transaction
Kano
web
false
null
-3,027.449892
-1.98
7
0.21
USSD
105.114.164.38
D4171777
8,815,244.72
true
true
Trader
false
12
1
0
0
2
1
2
1
11
3,097,266.69
3,922,282.971653
4
Other Transaction
4
4
12,389,066.76
48,969.458514
22,786.222938
0.060606
0.8
0.7
0
North West
T3209785
2023-07-23 09:17:41.641445
1,000,354,808
9,763,111,118
transfer
POS Withdrawal
Kaduna
pos
false
null
-996.158942
-0.21
16
0.63
Card
197.210.210.187
D8438100
65,683.54
true
true
Trader
false
9
1
0
0
1
0
23
1
11
2,490,950.06
3,657,366.137176
5
Other Transaction
5
5
12,454,750.3
41,544.131636
26,537.804678
0
0.4
0.7
0.076923
North West
T2883667
2023-08-05 00:39:25.832486
1,000,354,808
4,449,817,716
deposit
Other Transaction
Ibadan
pos
false
null
-1,609.717729
0.86
10
0.86
Bank Transfer
197.210.169.61
D5008168
7,976,767.38
true
true
Trader
false
0
1
0
0
1
0
19
1
11
3,405,252.946667
3,964,436.941167
6
Other Transaction
6
6
20,431,517.68
18,201.736517
25,148.459985
0.058824
0.3
0.7
0.117647
South West
T3961205
2023-09-26 17:44:28.359012
1,000,354,808
4,907,128,322
deposit
ATM Withdrawal
Benin City
pos
false
null
-1,506.191697
-0.43
14
0.4
Card
102.89.39.173
D9051276
5,619,481.47
true
true
Trader
false
17
0
1
0
1
0
321
1
11
3,721,571.307143
3,714,525.723871
7
Other Transaction
7
7
26,050,999.15
75,905.042109
32,399.400288
0
0.4
0.7
0
South South
T4248038
2023-10-02 19:15:30.355339
1,000,354,808
7,139,844,416
transfer
Flutterwave Payment
Lagos
pos
false
null
691.904721
2.01
10
0.98
Card
102.89.33.137
D9631603
85,526.56
true
true
Trader
false
19
0
0
0
1
0
324
1
11
3,267,065.71375
3,671,403.523909
8
Other Transaction
8
8
26,136,525.71
8,731.033272
29,440.854411
0.166667
0.4
0.7
0.333333
South West
T2139558
2023-11-15 14:33:28.656065
1,000,354,808
5,512,489,975
withdrawal
Bet9ja Stake
Aba
mobile
false
null
-1,297.521571
-0
4
0.65
Bank Transfer
102.89.32.10
D1260510
1,926,250.96
true
true
Trader
false
14
0
0
0
1
0
286
1
11
3,118,086.296667
3,463,243.73332
9
Other Transaction
9
9
28,062,776.67
63,077.971679
33,178.311885
0
0.3
0.7
0.055556
South East
T3479881
2023-11-26 03:33:02.469169
1,000,354,808
7,922,725,831
transfer
Flutterwave Payment
Benin City
web
false
null
2,900.166341
-1.41
8
0.41
Card
102.89.32.47
D7808844
530,909.86
true
true
Trader
false
3
1
1
0
1
0
315
1
11
2,859,368.653
3,366,115.317462
10
Other Transaction
10
10
28,593,686.53
15,179.563552
31,378.437052
0.142857
0.4
0.7
0
South South
T1984367
2023-12-05 13:19:23.311968
1,000,354,808
4,205,644,952
withdrawal
Other Transaction
Benin City
web
false
null
6,181.710576
1.15
10
0.26
Card
197.210.214.41
D6729063
1,217,124.64
true
true
Trader
false
13
0
0
0
1
0
18
1
11
2,710,073.742727
3,231,537.988322
11
Other Transaction
11
11
29,810,811.17
13,546.34738
29,757.337991
0.057143
0.4
0.7
0
South South
T2964951
2023-03-02 04:07:26.946816
1,000,385,298
5,016,842,393
payment
Konga Order
Lagos
mobile
false
null
-1,627.760207
-1.38
12
0.62
Bank Transfer
105.114.5.182
D6697855
96,760.26
true
true
Salary Earner
false
4
0
0
0
1
0
6
1
7
96,760.26
0
1
Other Transaction
1
1
96,760.26
0
0
0.333333
0.3
0.4
0.3
South West
T778448
2023-04-27 13:03:41.132877
1,000,385,298
3,116,116,050
deposit
Other Transaction
Port Harcourt
web
false
null
null
-0.07
10
0.74
Bank Transfer
102.89.45.88
D5044428
1,851,187.85
true
false
Salary Earner
false
13
0
1
0
1
0
326
1
7
973,974.055
1,240,567.64599
2
Other Transaction
2
2
1,947,948.11
81,176.236434
40,588.118217
0.055556
0.3
0.4
0
South South
T3324108
2023-05-01 21:42:59.152313
1,000,385,298
9,366,332,030
transfer
Other Transaction
Enugu
atm
false
null
1,226.930335
-1.75
11
0.12
Mobile App
105.114.134.217
D4830167
28,818.48
true
true
Salary Earner
false
21
0
0
0
1
0
6
1
7
658,922.196667
1,033,091.023316
3
Other Transaction
3
3
1,976,766.59
6,279.300324
29,151.845586
0.054054
0.6
0.4
0.0625
South East
T2684626
2023-06-11 07:44:50.692178
1,000,385,298
2,821,814,048
deposit
Flutterwave Payment
Ibadan
pos
false
null
-3,117.022303
-1.95
11
0.24
Card
41.58.245.127
D4876847
2,155,282.27
true
true
Salary Earner
false
7
1
0
0
1
0
31
1
7
1,033,012.215
1,127,515.591424
4
Other Transaction
4
4
4,132,048.86
58,201.858998
36,414.348939
0.125
0.4
0.4
0.111111
South West
T3377338
2023-06-18 01:08:02.676664
1,000,385,298
8,293,669,163
payment
Church Offering
Enugu
mobile
false
null
933.45709
-1.5
13
0.53
USSD
105.113.209.99
D3910161
62,134.9
true
true
Salary Earner
false
1
1
0
0
2
1
3
1
7
838,836.752
1,068,638.904792
5
Other Transaction
5
5
4,194,183.76
9,683.199741
31,068.119099
0
0.8
0.4
0.058824
South East
T3469217
2023-08-06 14:19:21.519695
1,000,385,298
8,646,669,173
withdrawal
Church Offering
Abuja
mobile
false
null
972.009123
0.66
8
0.31
Mobile App
105.113.49.89
D2271961
347,109.57
true
true
Salary Earner
false
14
1
0
0
1
0
8
1
7
756,882.221667
976,673.209073
6
Other Transaction
6
6
4,541,293.33
71,351.314051
37,781.984925
0
0.6
0.4
0
North Central
T2599632
2023-10-12 16:18:28.983157
1,000,385,298
9,370,917,360
deposit
Other Transaction
Aba
atm
false
null
4,572.683292
-0.1
3
0.87
Mobile App
102.89.35.111
D7423075
1,260,080.96
true
true
Salary Earner
false
16
0
0
0
1
0
332
1
7
828,767.755714
911,636.719206
7
Other Transaction
7
7
5,801,374.29
96,599.124391
46,184.43342
0.052632
0.6
0.4
0.052632
South East
T1113275
2023-05-02 01:45:21.477020
1,000,390,366
6,050,419,861
withdrawal
ATM Withdrawal
Onitsha
web
false
null
null
0.24
16
0.16
USSD
105.112.90.46
D2182474
381,353.88
true
false
Salary Earner
false
1
0
0
0
1
0
4
1
7
381,353.88
0
1
Konga Order
1
1
381,353.88
0
0
0
0.8
0.4
0.041667
South East
T3357757
2023-05-05 15:29:06.992351
1,000,390,366
3,195,296,093
transfer
Jumia Purchase
Kaduna
web
false
null
214.998993
0.81
9
0.14
Mobile App
102.89.37.91
D4138898
30,413.59
true
true
Salary Earner
false
15
0
0
0
2
1
333
1
7
205,883.735
248,152.258851
2
Konga Order
2
2
411,767.47
5,143.758589
2,571.879294
0
0.6
0.4
0.071429
North West
T3088539
2023-05-27 10:08:40.617903
1,000,390,366
1,044,306,254
transfer
Local Market Purchase
Onitsha
web
true
Account Takeover
-1,721.494371
-1.84
10
0.6
USSD
102.89.32.206
D8306440
12,179.55
true
true
Salary Earner
false
10
1
1
0
1
0
297
1
7
141,315.673333
208,079.012754
3
Konga Order
3
3
423,947.02
31,359.560426
12,167.773005
0
0.8
0.4
0.04
South East
T1793645
2023-06-24 16:32:28.969063
1,000,390,366
3,465,138,129
transfer
Konga Order
Enugu
atm
false
null
-845.199276
-0.86
12
0.05
Mobile App
197.210.137.218
D5079674
28,912.87
true
true
Salary Earner
false
16
1
0
0
2
1
20
1
7
113,214.9725
178,950.220029
4
Konga Order
4
4
452,859.89
40,703.805853
19,301.781217
0.285714
0.6
0.4
0.055556
South East
T3660579
2023-07-13 17:23:42.465676
1,000,390,366
5,318,524,829
withdrawal
SPAR Purchase
Abuja
pos
false
null
1,097.315965
-0.93
11
0.2
Mobile App
197.210.129.7
D6906430
344,435.41
true
true
Salary Earner
false
17
0
0
0
2
1
18
1
7
159,459.06
186,306.103174
5
Konga Order
5
5
797,295.3
27,411.224944
20,923.669962
0
0.6
0.4
0
North Central
T1989474
2023-07-27 12:11:45.352503
1,000,390,366
2,424,818,770
payment
Konga Order
Enugu
pos
false
null
1,129.17094
-1.16
13
0.33
Mobile App
41.58.222.133
D7004860
103,188.7
true
true
Salary Earner
false
12
0
1
0
1
0
43
1
7
150,080.666667
168,213.24809
6
Konga Order
6
6
900,484
19,848.048114
20,744.399654
0.25
0.6
0.4
0.052632
South East
T1302169
2023-07-27 12:20:31.364354
1,000,390,366
4,373,125,586
deposit
SPAR Purchase
Kano
atm
false
null
1,208.270524
-0.37
2
0.16
Bank Transfer
102.89.46.252
D6260236
1,357,080.36
true
true
Salary Earner
false
12
0
1
0
1
0
295
1
7
322,509.194286
481,353.225105
7
Konga Order
7
7
2,257,564.36
8.766864
17,782.166398
0
0.3
0.4
0
North West
T3585709
2023-03-17 03:03:15.676635
1,000,410,989
2,757,245,192
payment
Church Offering
Lagos
mobile
false
null
-2,673.111404
0.13
9
0.7
USSD
102.89.40.172
D6534540
627,013.01
false
true
Trader
false
3
0
0
0
1
0
298
1
10
627,013.01
0
1
Church Offering
1
1
627,013.01
0
0
0
0.8
0.7
0.272727
South West
T4823038
2023-03-21 16:21:44.768626
1,000,410,989
2,498,562,096
deposit
Other Transaction
Abuja
atm
false
null
-4,082.499144
0.05
15
0.12
USSD
197.210.137.226
D1094596
10,000
true
true
Trader
false
16
0
0
0
2
1
16
1
10
318,506.505
436,294.083451
2
Church Offering
2
2
637,013.01
6,558.484867
3,279.242433
0.051282
0.8
0.7
0
North Central
T4163930
2023-05-09 12:45:01.628499
1,000,410,989
5,535,661,687
transfer
Shoprite Purchase
Kaduna
pos
false
null
2,028.701653
-0.48
14
0.34
Mobile App
41.58.220.149
D4877084
601,239.88
true
true
Trader
false
12
0
0
0
3
1
27
1
10
412,750.963333
349,030.539361
3
Church Offering
3
3
1,238,252.89
70,343.280998
25,633.921955
0
0.6
0.7
0.066667
North West
T4314789
2023-05-13 14:52:11.685716
1,000,410,989
5,873,138,378
payment
Church Offering
Lagos
pos
false
null
-297.275037
1.96
20
0.79
Card
41.58.149.233
D8583576
72,406.76
true
true
Trader
false
14
1
0
0
1
0
45
1
10
327,664.9125
331,923.820261
4
Church Offering
4
4
1,310,659.65
5,887.16762
20,697.233371
0
0.4
0.7
0.25
South West
T5022326
2023-05-18 16:20:51.834889
1,000,410,989
4,927,862,832
payment
SPAR Purchase
Enugu
mobile
false
null
1,282.393352
-0.81
14
0.09
Bank Transfer
105.115.151.65
D6692880
148,096.5
true
true
Trader
false
16
0
0
0
1
0
6
1
10
291,751.23
298,461.102652
5
Church Offering
5
5
1,458,756.15
7,288.669153
18,015.520528
0
0.3
0.7
0.05
South East
T2341473
2023-06-08 17:27:15.730268
1,000,410,989
2,402,054,367
payment
SportyBet Deposit
Kano
atm
false
null
-4,053.028123
-0.03
15
0.12
USSD
41.58.150.201
D3757553
10,000
true
true
Trader
false
17
0
0
0
1
0
24
1
10
244,792.691667
290,678.258168
6
Church Offering
6
6
1,468,756.15
30,306.398256
20,064.000149
0
0.8
0.7
0
North West
T4303353
2023-06-22 19:59:45.818941
1,000,410,989
3,347,456,088
payment
Data Subscription (Airtel)
Abuja
web
false
null
298.777831
-0.59
19
0.63
Mobile App
102.89.40.89
D5873251
28,011.46
true
true
Trader
false
19
0
0
0
2
1
291
1
10
213,823.944286
277,713.853952
7
Church Offering
7
7
1,496,767.61
20,312.501478
20,099.500339
0.2
0.6
0.7
0
North Central
T4674950
2023-09-12 19:52:42.688056
1,000,410,989
4,025,585,774
withdrawal
Other Transaction
Onitsha
atm
false
null
2,443.564445
0.46
5
0.7
Card
102.89.47.41
D7814741
10,000
false
true
Trader
false
19
0
0
0
2
1
329
1
10
188,345.95125
267,020.888239
8
Church Offering
8
8
1,506,767.61
118,072.947819
32,346.181274
0.05
0.4
0.7
0.076923
South East
T1736377
2023-09-26 14:02:44.576572
1,000,410,989
9,304,244,092
deposit
Data Subscription (Airtel)
Onitsha
pos
false
null
null
-0.26
13
0.05
Bank Transfer
105.112.50.204
D7122078
6,059,313.34
true
false
Trader
false
14
0
1
0
1
0
11
1
10
840,675.661111
1,972,864.437492
9
Church Offering
9
9
7,566,080.95
19,810.031475
30,953.275741
0.166667
0.3
0.7
0.074074
South East
T1855262
2023-12-22 14:34:24.973122
1,000,410,989
8,537,897,396
deposit
Flutterwave Payment
Aba
atm
false
null
1,960.128999
-0.67
6
0.5
USSD
102.89.41.206
D2139403
7,248,421.73
true
true
Trader
false
14
0
0
0
1
0
291
1
10
1,481,450.268
2,750,572.494445
10
Church Offering
10
10
14,814,502.68
125,311.673276
40,389.115494
0.111111
0.8
0.7
0.05
South East
T3472436
2023-01-26 16:26:02.181017
1,000,413,103
1,531,839,586
withdrawal
POS Withdrawal
Lagos
mobile
false
null
-4,482.650766
0.25
7
0.23
USSD
105.115.36.60
D3496730
392,075.2
true
true
Salary Earner
false
16
0
1
0
3
1
7
1
10
392,075.2
0
1
ATM Withdrawal
1
1
392,075.2
0
0
0
0.8
0.4
0.230769
South West
T1612577
2023-02-15 14:15:43.153763
1,000,413,103
8,902,617,508
payment
SPAR Purchase
Ibadan
mobile
false
null
-7,392.162385
-1.82
15
0.47
Card
197.210.98.204
D9913634
240,857.93
true
true
Salary Earner
false
14
0
0
0
2
1
17
1
10
316,466.565
106,926.75705
2
ATM Withdrawal
2
2
632,933.13
28,669.682879
14,334.84144
0
0.4
0.4
0.105263
South West
T1068866
2023-02-24 15:19:29.967539
1,000,413,103
2,440,001,055
transfer
ATM Withdrawal
Enugu
atm
false
null
null
-0.28
5
0.72
Mobile App
197.210.251.97
D6169423
16,176.9
true
false
Salary Earner
false
15
0
0
0
1
0
21
1
10
216,370.01
189,141.816252
3
ATM Withdrawal
3
3
649,110.03
13,023.78023
13,897.821036
0
0.6
0.4
0.047619
South East
T1651420
2023-04-24 10:15:28.191158
1,000,413,103
9,817,432,163
transfer
ATM Withdrawal
Enugu
pos
false
null
1,883.688344
-0.61
13
0.48
Bank Transfer
41.58.160.233
D7595291
30,659.31
true
true
Salary Earner
false
10
0
0
0
1
0
42
1
10
169,942.335
180,199.52033
4
ATM Withdrawal
4
4
679,769.34
84,655.970394
31,587.358376
0
0.3
0.4
0.045455
South East
T3155885
2023-05-10 11:02:22.139117
1,000,413,103
7,586,220,344
deposit
Local Market Purchase
Kano
mobile
false
null
-4,275.81691
0.66
12
0.57
Mobile App
102.89.38.217
D9220125
846,518.62
true
true
Salary Earner
false
11
0
0
0
3
1
310
1
10
305,257.592
340,448.225477
5
ATM Withdrawal
5
5
1,526,287.96
23,086.899133
29,887.266527
0.25
0.6
0.4
0
North West
T3369903
2023-07-19 03:34:39.940297
1,000,413,103
5,662,632,666
payment
Filmhouse Cinemas Ticket
Lagos
atm
false
null
1,708.049111
2.37
9
0.74
Mobile App
102.89.33.125
D9255210
92,580.11
true
true
Salary Earner
false
3
0
0
0
2
1
307
1
10
269,811.345
316,642.722864
6
ATM Withdrawal
6
6
1,618,868.07
100,352.296686
41,631.43822
0.285714
0.6
0.4
0.214286
South West
T3842588
2023-08-20 08:36:42.142899
1,000,413,103
9,092,207,282
payment
SportyBet Deposit
Lagos
mobile
false
null
-2,117.843444
1.12
2
0.8
Bank Transfer
105.113.229.129
D5643611
2,180.48
true
true
Salary Earner
false
8
1
0
0
1
0
5
1
10
231,578.364286
306,242.557437
7
ATM Withdrawal
7
7
1,621,048.55
46,382.03671
42,310.095147
0
0.3
0.4
0.2
South West
T2146004
2023-11-02 18:23:53.016177
1,000,413,103
1,219,196,966
transfer
Bet9ja Stake
Enugu
atm
false
null
4,936.44134
-0.19
2
0.27
USSD
197.210.205.219
D6490238
10,854.22
true
true
Salary Earner
false
18
0
0
0
1
0
24
1
10
203,987.84625
294,069.058532
8
ATM Withdrawal
8
8
1,631,902.77
107,147.181221
50,414.730907
0
0.8
0.4
0.043478
South East
T3628020
2023-11-21 23:43:18.541297
1,000,413,103
9,734,191,563
payment
Other Transaction
Kano
pos
false
null
6,888.121489
-0.74
15
0.99
Card
41.58.172.82
D5733215
134,779.37
true
true
Salary Earner
false
23
0
0
0
1
0
35
1
10
196,298.015556
276,042.091451
9
ATM Withdrawal
9
9
1,766,682.14
27,679.425419
47,888.585852
0.04878
0.4
0.4
0
North West
T1281659
2023-12-19 17:10:58.740372
1,000,413,103
9,163,855,206
transfer
Ikeja Electric Bill
Kaduna
atm
false
null
7,418.337715
-0.28
3
0.67
Bank Transfer
197.210.199.204
D9422828
18,235.89
false
true
Salary Earner
false
17
0
0
0
3
1
33
1
10
178,491.803
266,276.672847
10
ATM Withdrawal
10
10
1,784,918.03
39,927.669985
47,092.494266
0
0.3
0.4
0.0625
North West
T3104650
2023-03-11 14:32:01.471275
1,000,422,829
2,610,630,522
transfer
Filmhouse Cinemas Ticket
Kano
pos
false
null
-1,194.326419
-0.55
3
0.97
Mobile App
102.89.44.25
D2286929
84,635.16
true
true
Trader
false
14
1
0
0
1
0
308
1
8
84,635.16
0
1
SportyBet Deposit
1
1
84,635.16
0
0
0.25
0.6
0.7
0
North West
T2835487
2023-05-27 13:54:18.577876
1,000,422,829
8,762,751,991
payment
Bet9ja Stake
Lagos
pos
false
null
-2,538.979214
1.38
19
0.22
Card
105.112.218.229
D5691041
106,509.59
true
true
Trader
false
13
1
1
0
2
1
5
1
8
95,572.375
15,467.557788
2
SportyBet Deposit
2
2
191,144.75
110,842.28511
55,421.142555
0
0.4
0.7
0.1875
South West
T1346586
2023-07-04 17:57:33.770853
1,000,422,829
9,223,468,666
withdrawal
SportyBet Deposit
Abuja
mobile
false
null
-1,126.464909
0.78
12
0.98
Bank Transfer
105.115.93.58
D5510999
1,799,725.03
true
true
Trader
false
17
0
0
0
1
0
5
1
8
663,623.26
983,953.782715
3
SportyBet Deposit
3
3
1,990,869.78
54,963.253216
55,268.512775
0
0.3
0.7
0
North Central
T1198296
2023-07-24 13:55:14.850762
1,000,422,829
2,966,510,235
transfer
SportyBet Deposit
Benin City
web
false
null
null
0.55
5
0.59
Card
41.58.132.28
D2741080
67,590.45
true
false
Trader
false
13
0
0
0
1
0
38
1
8
514,615.0575
856,888.056864
4
SportyBet Deposit
4
4
2,058,460.23
28,557.684665
48,590.805748
0
0.4
0.7
0
South South
T4958243
2023-08-07 11:57:37.956866
1,000,422,829
9,807,553,712
payment
Arik Air Flight
Aba
pos
false
null
-1,274.640155
-0.92
9
0.33
Bank Transfer
197.210.35.219
D3182938
59,763.98
true
true
Trader
false
11
0
0
0
1
0
23
1
8
423,644.842
769,461.342133
5
SportyBet Deposit
5
5
2,118,224.21
20,042.385102
42,881.121619
0
0.3
0.7
0.047619
South East
T2465996
2023-08-10 02:45:23.748107
1,000,422,829
6,599,850,321
payment
Airtime Top-up (MTN)
Ibadan
web
false
null
1,162.36916
0.01
20
0.05
USSD
41.58.181.44
D2980817
581,377.76
true
true
Trader
false
2
0
0
0
1
0
36
1
8
449,933.661667
691,233.113983
6
SportyBet Deposit
6
6
2,699,601.97
3,767.763187
36,362.228547
0
0.8
0.7
0.1
South West
T1266308
2023-08-22 12:40:33.442376
1,000,422,829
3,881,532,032
deposit
Other Transaction
Ibadan
web
false
null
950.306275
-1.99
10
0.46
USSD
102.89.33.69
D1333307
883,156.06
false
true
Trader
false
12
0
0
0
1
0
332
1
8
511,822.575714
651,905.677223
7
SportyBet Deposit
7
7
3,582,758.03
17,875.161571
33,721.218979
0.047619
0.8
0.7
0.095238
South West
T3301529
2023-10-28 09:05:27.514275
1,000,422,829
9,664,487,566
deposit
Local Market Purchase
Port Harcourt
atm
false
null
4,750.296679
0.55
7
0.97
Mobile App
197.210.156.34
D2743721
3,220,225.93
true
true
Trader
false
9
1
1
0
1
0
20
1
8
850,372.995
1,131,901.289884
8
SportyBet Deposit
8
8
6,802,983.96
96,264.901198
41,539.179256
0.2
0.6
0.7
0
South South
T4546331
2023-01-18 16:53:02.050744
1,000,443,816
5,626,203,837
withdrawal
Konga Order
Port Harcourt
web
false
null
-5,606.457894
-2.21
7
0.33
Card
197.210.105.175
D5878676
299,690.82
true
true
Salary Earner
false
16
0
0
0
1
0
21
1
4
299,690.82
0
1
ATM Withdrawal
1
1
299,690.82
0
0
0.222222
0.4
0.4
0
South South
T2098349
2023-04-14 12:44:06.576712
1,000,443,816
8,216,800,199
deposit
Other Transaction
Aba
pos
false
null
-747.790936
0.09
6
0.66
Card
41.58.203.202
D5714596
1,192,694.01
true
true
Salary Earner
false
12
0
0
0
2
1
45
1
4
746,192.415
631,448.61127
2
ATM Withdrawal
2
2
1,492,384.83
123,591.075433
61,795.537716
0.046512
0.4
0.4
0.045455
South East
T978830
2023-05-26 03:49:28.946198
1,000,443,816
4,938,393,656
deposit
DSTV Payment
Enugu
mobile
false
null
null
-0.24
2
0.76
Card
105.112.252.175
D6682602
873,475.44
true
false
Salary Earner
false
3
0
1
0
2
1
3
1
4
788,620.09
452,508.560312
3
ATM Withdrawal
3
3
2,365,860.27
59,945.372825
61,178.816086
0
0.4
0.4
0.041667
South East
T3735797
2023-09-07 11:36:58.468184
1,000,443,816
5,119,845,172
deposit
ATM Withdrawal
Enugu
atm
false
null
3,473.484137
-0.6
7
0.5
Bank Transfer
41.58.160.47
D3140574
1,122,581.96
false
true
Salary Earner
false
11
0
0
0
1
0
30
1
4
872,110.5575
405,452.788978
4
ATM Withdrawal
4
4
3,488,442.23
150,227.492033
83,440.985073
0
0.3
0.4
0.04
South East
T772577
2023-02-06 20:44:22.751614
1,000,447,478
2,663,821,454
withdrawal
Konga Order
Benin City
web
false
null
-886.934403
0.78
9
0.51
Mobile App
105.112.78.147
D5480079
430,825.47
true
true
Trader
false
20
0
0
0
3
1
5
1
9
430,825.47
0
1
ATM Withdrawal
1
1
430,825.47
0
0
0.2
0.6
0.7
0
South South