customer_id
stringlengths 10
10
| name
stringlengths 7
21
| email
stringlengths 19
26
| phone
stringlengths 14
14
| city
stringclasses 15
values | registration_date
stringdate 2020-01-01 00:00:00
2024-12-05 00:00:00
| customer_segment
stringclasses 5
values | loyalty_tier
stringclasses 4
values | preferred_channel
stringclasses 5
values | email_subscribed
bool 2
classes | sms_subscribed
bool 2
classes | age_group
stringclasses 5
values | gender
stringclasses 3
values | total_lifetime_spend_ngn
float64 1k
5M
| account_status
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST295506
|
Faith Johnson
|
+2349087609733
|
Enugu
|
2020-10-29
|
high_value
|
silver
|
online
| true
| true
|
35-44
|
Male
| 368,951.74
|
active
|
|
CUST550155
|
Olumide Adeleke
|
+2349083892052
|
Aba
|
2021-04-09
|
mid_tier
|
silver
|
mobile_app
| false
| true
|
25-34
|
Female
| 133,999.56
|
active
|
|
CUST684237
|
Mohammed Chukwu
|
+2348144092174
|
Calabar
|
2021-05-03
|
high_value
|
platinum
|
phone_order
| false
| true
|
18-24
|
Male
| 479,359.47
|
inactive
|
|
CUST791949
|
Femi Williams
|
+2348035857351
|
Ibadan
|
2023-02-18
|
premium
|
bronze
|
mobile_app
| true
| true
|
18-24
|
Male
| 1,818,569.96
|
active
|
|
CUST550504
|
Chijioke Ogbonna
|
+2349082334721
|
Calabar
|
2024-04-05
|
premium
|
bronze
|
mobile_app
| true
| true
|
35-44
|
Male
| 2,149,492.02
|
active
|
|
CUST567828
|
Adamu Musa
|
+2348141064027
|
Calabar
|
2022-05-12
|
mid_tier
|
bronze
|
social_media
| true
| false
|
45-54
|
Female
| 107,661.58
|
active
|
|
CUST967525
|
Maryam Mohammed
|
+2348102826513
|
Ilorin
|
2020-09-22
|
high_value
|
silver
|
online
| true
| true
|
18-24
|
Male
| 341,847.66
|
inactive
|
|
CUST999490
|
Mercy Usman
|
+2348165402493
|
Ibadan
|
2021-12-12
|
budget
|
bronze
|
social_media
| true
| true
|
18-24
|
Other
| 24,823.66
|
active
|
|
CUST374971
|
Hauwa Bassey
|
+2348136366130
|
Enugu
|
2020-03-17
|
mid_tier
|
bronze
|
online
| true
| false
|
35-44
|
Female
| 55,495.24
|
active
|
|
CUST715975
|
Oluwaseun Udoh
|
+2348134355840
|
Abuja
|
2023-06-25
|
premium
|
bronze
|
mobile_app
| true
| true
|
45-54
|
Male
| 4,656,304.6
|
active
|
|
CUST707220
|
Obinna Daniel
|
+2348035701290
|
Jos
|
2023-09-02
|
high_value
|
bronze
|
online
| false
| false
|
25-34
|
Female
| 345,748.37
|
active
|
|
CUST701961
|
Hauwa James
|
+2348148744289
|
Warri
|
2024-02-07
|
high_value
|
bronze
|
mobile_app
| true
| true
|
45-54
|
Female
| 345,427.76
|
active
|
|
CUST704372
|
Chidi Bassey
|
+2349033948853
|
Calabar
|
2023-12-11
|
budget
|
gold
|
social_media
| false
| true
|
25-34
|
Female
| 28,232.53
|
active
|
|
CUST428195
|
Chiamaka Peter
|
+2348064234970
|
Abeokuta
|
2024-01-19
|
mid_tier
|
bronze
|
in_store
| true
| true
|
25-34
|
Female
| 76,768.77
|
active
|
|
CUST344979
|
Khadija Paul
|
+2349062151367
|
Abuja
|
2024-05-18
|
budget
|
silver
|
online
| true
| true
|
25-34
|
Male
| 42,373.39
|
active
|
|
CUST948706
|
Yetunde Chukwu
|
+2348033633436
|
Kaduna
|
2021-05-18
|
premium
|
bronze
|
phone_order
| true
| true
|
25-34
|
Male
| 2,303,340.32
|
active
|
|
CUST767204
|
Yetunde Adeyemi
|
+2349089598414
|
Warri
|
2024-06-18
|
mid_tier
|
gold
|
in_store
| true
| false
|
18-24
|
Other
| 192,725.59
|
inactive
|
|
CUST853691
|
Chidi Abubakar
|
+2349037067429
|
Kano
|
2020-04-09
|
mid_tier
|
gold
|
online
| false
| true
|
25-34
|
Male
| 177,001.84
|
active
|
|
CUST570060
|
Obinna Ojo
|
+2348130570629
|
Kano
|
2023-03-31
|
mid_tier
|
bronze
|
mobile_app
| false
| true
|
18-24
|
Female
| 65,605.23
|
active
|
|
CUST129482
|
Titilayo Adeleke
|
+2348031185352
|
Lagos
|
2024-02-25
|
premium
|
bronze
|
mobile_app
| false
| false
|
45-54
|
Other
| 2,292,848.77
|
active
|
|
CUST257332
|
Usman Johnson
|
+2348148812275
|
Benin City
|
2020-11-04
|
high_value
|
silver
|
in_store
| true
| true
|
25-34
|
Male
| 246,220.67
|
active
|
|
CUST877595
|
Ahmed Ogbonna
|
+2348143954628
|
Kaduna
|
2022-10-26
|
mid_tier
|
gold
|
mobile_app
| true
| true
|
25-34
|
Male
| 103,129.93
|
inactive
|
|
CUST222072
|
Chukwuemeka Ojo
|
+2349036229496
|
Calabar
|
2020-07-10
|
mid_tier
|
bronze
|
in_store
| true
| true
|
18-24
|
Male
| 62,415.84
|
active
|
|
CUST411887
|
Hauwa Yusuf
|
+2349085294172
|
Abeokuta
|
2024-10-31
|
mid_tier
|
gold
|
in_store
| true
| true
|
18-24
|
Male
| 149,709.73
|
active
|
|
CUST203335
|
Abubakar Okeke
|
+2348100915332
|
Jos
|
2023-05-16
|
mid_tier
|
gold
|
mobile_app
| true
| true
|
25-34
|
Female
| 174,507.89
|
inactive
|
|
CUST647807
|
Oluwaseun Ogunleye
|
+2349065157788
|
Warri
|
2023-05-20
|
mid_tier
|
silver
|
online
| false
| false
|
45-54
|
Female
| 129,147.29
|
inactive
|
|
CUST973787
|
Chiamaka Okeke
|
+2348108086799
|
Aba
|
2023-01-28
|
mid_tier
|
silver
|
online
| true
| false
|
25-34
|
Female
| 140,170.02
|
active
|
|
CUST195273
|
Adesuwa Daniel
|
+2348146909549
|
Benin City
|
2023-08-03
|
budget
|
bronze
|
social_media
| false
| true
|
35-44
|
Male
| 10,168.16
|
active
|
|
CUST872077
|
Amina Ogunleye
|
+2349064617919
|
Benin City
|
2023-10-24
|
mid_tier
|
gold
|
phone_order
| false
| false
|
55+
|
Other
| 120,222.76
|
active
|
|
CUST722614
|
Oluwaseun Daniel
|
+2349030705279
|
Abuja
|
2023-08-16
|
mid_tier
|
gold
|
in_store
| true
| false
|
35-44
|
Other
| 52,745.59
|
active
|
|
CUST135393
|
Aisha Okonkwo
|
+2348131553963
|
Ibadan
|
2021-10-28
|
mid_tier
|
silver
|
online
| false
| false
|
25-34
|
Female
| 181,361.99
|
active
|
|
CUST959966
|
Oluwaseun Paul
|
+2349060940583
|
Ibadan
|
2023-04-26
|
high_value
|
bronze
|
online
| true
| false
|
55+
|
Female
| 471,563.55
|
active
|
|
CUST750461
|
Adamu Okafor
|
+2348131134398
|
Calabar
|
2023-01-09
|
mid_tier
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Male
| 81,123.24
|
active
|
|
CUST314034
|
Omolara Nnaji
|
+2348167801223
|
Abuja
|
2024-06-27
|
mid_tier
|
bronze
|
mobile_app
| true
| true
|
35-44
|
Female
| 57,105.8
|
active
|
|
CUST976035
|
Omolara Olaniyan
|
+2349032533756
|
Onitsha
|
2024-07-03
|
budget
|
gold
|
online
| false
| true
|
35-44
|
Other
| 23,094.11
|
active
|
|
CUST443429
|
Bayo Usman
|
+2349081217410
|
Abeokuta
|
2023-03-21
|
premium
|
bronze
|
social_media
| false
| false
|
45-54
|
Female
| 2,554,419.05
|
active
|
|
CUST237094
|
Adeola Williams
|
+2348101046454
|
Onitsha
|
2020-12-28
|
mid_tier
|
silver
|
online
| false
| true
|
18-24
|
Male
| 156,476.5
|
active
|
|
CUST776221
|
Titilayo John
|
+2348169053432
|
Aba
|
2020-01-31
|
high_value
|
bronze
|
online
| false
| false
|
35-44
|
Female
| 306,822.15
|
active
|
|
CUST504877
|
Tunde Okeke
|
+2348032208436
|
Onitsha
|
2022-03-27
|
mid_tier
|
bronze
|
online
| true
| true
|
55+
|
Other
| 84,194.66
|
active
|
|
CUST664679
|
Bukola Suleiman
|
+2348148796567
|
Jos
|
2024-10-26
|
mid_tier
|
bronze
|
in_store
| true
| true
|
55+
|
Male
| 123,711.78
|
active
|
|
CUST940613
|
Chidi Nnaji
|
+2348106640828
|
Enugu
|
2022-09-14
|
mid_tier
|
platinum
|
online
| true
| true
|
35-44
|
Other
| 94,009.1
|
active
|
|
CUST301289
|
Chioma Musa
|
+2349032655104
|
Abeokuta
|
2023-07-01
|
budget
|
bronze
|
mobile_app
| true
| true
|
18-24
|
Other
| 39,283.26
|
active
|
|
CUST603483
|
Omolara Okoro
|
+2348160833554
|
Abuja
|
2022-04-15
|
premium
|
silver
|
mobile_app
| false
| false
|
25-34
|
Male
| 4,542,019.23
|
active
|
|
CUST306265
|
Bukola Mohammed
|
+2348060144198
|
Port Harcourt
|
2023-05-01
|
budget
|
bronze
|
in_store
| true
| false
|
45-54
|
Other
| 48,075.24
|
active
|
|
CUST317336
|
Folake Okoro
|
+2348166270899
|
Port Harcourt
|
2021-01-18
|
high_value
|
gold
|
mobile_app
| true
| true
|
45-54
|
Other
| 426,165.37
|
inactive
|
|
CUST497363
|
Bayo Bassey
|
+2348132067716
|
Abeokuta
|
2023-03-31
|
mid_tier
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Male
| 123,485.88
|
active
|
|
CUST833732
|
Oluwaseun Suleiman
|
+2348065846017
|
Kano
|
2022-11-03
|
high_value
|
platinum
|
in_store
| false
| false
|
25-34
|
Other
| 252,095.61
|
active
|
|
CUST488514
|
Adaeze Abdullahi
|
+2349036073750
|
Abuja
|
2020-05-15
|
high_value
|
bronze
|
mobile_app
| false
| false
|
25-34
|
Female
| 224,098.59
|
active
|
|
CUST819041
|
Emeka Peter
|
+2348141821553
|
Benin City
|
2024-02-16
|
mid_tier
|
bronze
|
in_store
| true
| false
|
35-44
|
Male
| 73,292.85
|
active
|
|
CUST735947
|
Aisha Bello
|
+2348147924606
|
Abeokuta
|
2020-10-17
|
mid_tier
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Female
| 140,324.38
|
active
|
|
CUST861983
|
Folake Mohammed
|
+2348146026770
|
Abuja
|
2020-10-25
|
mid_tier
|
silver
|
online
| true
| true
|
45-54
|
Male
| 142,158.28
|
active
|
|
CUST957419
|
Oluwaseun Nnamdi
|
+2349064370386
|
Enugu
|
2020-12-03
|
mid_tier
|
bronze
|
in_store
| false
| false
|
18-24
|
Female
| 147,317.83
|
active
|
|
CUST539056
|
Ngozi Udoh
|
+2349064557435
|
Kano
|
2022-01-31
|
premium
|
bronze
|
mobile_app
| true
| true
|
45-54
|
Other
| 1,021,347.22
|
active
|
|
CUST927061
|
Folake Bassey
|
+2348101990399
|
Kano
|
2023-06-17
|
mid_tier
|
silver
|
mobile_app
| true
| true
|
18-24
|
Female
| 57,664.09
|
active
|
|
CUST734463
|
Adesuwa Abdullahi
|
+2348034251954
|
Lagos
|
2021-01-21
|
high_value
|
bronze
|
in_store
| true
| false
|
18-24
|
Other
| 483,703.16
|
active
|
|
CUST284416
|
Funmilayo Nwosu
|
+2348069260925
|
Aba
|
2022-06-03
|
mid_tier
|
silver
|
mobile_app
| true
| true
|
18-24
|
Male
| 60,977.77
|
inactive
|
|
CUST550635
|
Ikechukwu Abdullahi
|
+2348068944361
|
Lagos
|
2021-06-22
|
budget
|
bronze
|
phone_order
| true
| true
|
45-54
|
Male
| 23,741.26
|
inactive
|
|
CUST605674
|
Chijioke Adebayo
|
+2349032304283
|
Aba
|
2024-03-29
|
mid_tier
|
bronze
|
in_store
| false
| true
|
45-54
|
Other
| 109,521.2
|
active
|
|
CUST260761
|
Usman Yusuf
|
+2348148826492
|
Jos
|
2023-12-17
|
mid_tier
|
silver
|
online
| true
| true
|
35-44
|
Male
| 64,152.66
|
inactive
|
|
CUST790796
|
Mercy Okafor
|
+2348163238130
|
Calabar
|
2020-09-26
|
budget
|
platinum
|
social_media
| false
| true
|
25-34
|
Female
| 45,014.74
|
active
|
|
CUST991512
|
Titilayo James
|
+2348039939884
|
Jos
|
2020-01-21
|
mid_tier
|
gold
|
online
| false
| false
|
25-34
|
Female
| 69,667
|
active
|
|
CUST480169
|
Bukola Chukwu
|
+2349081041948
|
Abeokuta
|
2024-04-22
|
budget
|
silver
|
mobile_app
| false
| true
|
25-34
|
Other
| 12,769.95
|
inactive
|
|
CUST506799
|
Obinna Adeyemi
|
+2349069840088
|
Enugu
|
2021-07-12
|
occasional
|
silver
|
social_media
| false
| false
|
35-44
|
Male
| 1,163.37
|
active
|
|
CUST351714
|
Mohammed Peter
|
+2349082122044
|
Ibadan
|
2024-12-01
|
high_value
|
gold
|
mobile_app
| true
| true
|
45-54
|
Female
| 284,646.73
|
active
|
|
CUST683860
|
Chioma Suleiman
|
+2348036560860
|
Enugu
|
2024-03-30
|
budget
|
silver
|
online
| false
| true
|
35-44
|
Male
| 42,231.11
|
active
|
|
CUST866356
|
Ifeoma Paul
|
+2348139088070
|
Onitsha
|
2021-09-03
|
budget
|
silver
|
online
| true
| true
|
45-54
|
Female
| 46,279.89
|
active
|
|
CUST920109
|
Chiamaka Johnson
|
+2349032056181
|
Jos
|
2022-03-08
|
mid_tier
|
gold
|
in_store
| true
| true
|
25-34
|
Other
| 97,692.15
|
active
|
|
CUST302259
|
Kunle Oladipo
|
+2348164894372
|
Benin City
|
2022-04-14
|
high_value
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Female
| 329,519.87
|
active
|
|
CUST201354
|
Adeola Samuel
|
+2349067861891
|
Aba
|
2024-06-15
|
budget
|
bronze
|
phone_order
| false
| true
|
25-34
|
Other
| 22,036.92
|
active
|
|
CUST787246
|
Fatima Abubakar
|
+2348136710381
|
Abuja
|
2020-11-14
|
mid_tier
|
bronze
|
online
| true
| false
|
25-34
|
Other
| 160,466.32
|
active
|
|
CUST754048
|
Oluwaseun Williams
|
+2349060946271
|
Ilorin
|
2021-11-09
|
mid_tier
|
bronze
|
in_store
| false
| true
|
18-24
|
Other
| 106,217.17
|
inactive
|
|
CUST789925
|
Ngozi Ojo
|
+2349063576968
|
Ilorin
|
2021-04-09
|
mid_tier
|
bronze
|
mobile_app
| false
| true
|
18-24
|
Female
| 91,868.09
|
active
|
|
CUST952006
|
Ngozi Ojo
|
+2348034853993
|
Ibadan
|
2021-05-09
|
mid_tier
|
platinum
|
online
| true
| true
|
25-34
|
Female
| 156,160.64
|
active
|
|
CUST282703
|
Funmilayo Ibrahim
|
+2348163964701
|
Kano
|
2020-07-03
|
mid_tier
|
silver
|
mobile_app
| false
| true
|
25-34
|
Female
| 76,999.77
|
inactive
|
|
CUST215203
|
Maryam Ojo
|
+2348163812278
|
Benin City
|
2021-12-13
|
high_value
|
silver
|
in_store
| true
| true
|
35-44
|
Female
| 395,416.11
|
inactive
|
|
CUST454649
|
Ahmed Oladipo
|
+2348134631467
|
Abeokuta
|
2024-04-28
|
mid_tier
|
silver
|
online
| true
| true
|
35-44
|
Other
| 199,539.95
|
active
|
|
CUST681316
|
Yusuf Peter
|
+2349065814637
|
Benin City
|
2020-07-21
|
high_value
|
bronze
|
social_media
| false
| true
|
35-44
|
Other
| 359,112.28
|
active
|
|
CUST631557
|
Mercy Abdullahi
|
+2348106721025
|
Enugu
|
2022-03-01
|
budget
|
silver
|
mobile_app
| false
| true
|
18-24
|
Male
| 17,166.01
|
inactive
|
|
CUST340297
|
Halima Okoro
|
+2348149238848
|
Ibadan
|
2021-04-25
|
mid_tier
|
bronze
|
mobile_app
| false
| false
|
35-44
|
Other
| 82,651.32
|
active
|
|
CUST701121
|
Chidi Adeleke
|
+2349089556749
|
Jos
|
2024-04-23
|
budget
|
silver
|
online
| true
| false
|
25-34
|
Male
| 24,848.05
|
inactive
|
|
CUST260783
|
Chijioke Eze
|
+2348031041038
|
Onitsha
|
2022-03-05
|
budget
|
bronze
|
online
| false
| true
|
35-44
|
Male
| 20,014.54
|
active
|
|
CUST214272
|
Khadija Adeleke
|
+2349033734108
|
Calabar
|
2020-10-20
|
mid_tier
|
bronze
|
in_store
| false
| false
|
18-24
|
Female
| 154,354.33
|
active
|
|
CUST589331
|
Yetunde Bassey
|
+2348060755195
|
Benin City
|
2020-03-24
|
budget
|
bronze
|
in_store
| true
| true
|
45-54
|
Female
| 25,715.83
|
active
|
|
CUST195252
|
Chioma John
|
+2348100813149
|
Jos
|
2021-07-26
|
mid_tier
|
bronze
|
online
| false
| true
|
35-44
|
Female
| 115,721.36
|
active
|
|
CUST933497
|
Chinwe Ogbonna
|
+2348036871107
|
Abeokuta
|
2020-08-29
|
high_value
|
silver
|
online
| true
| true
|
45-54
|
Female
| 200,004.87
|
active
|
|
CUST325936
|
Folake Mohammed
|
+2348106990730
|
Aba
|
2022-11-14
|
budget
|
silver
|
online
| true
| false
|
35-44
|
Other
| 10,453.27
|
active
|
|
CUST466064
|
Abubakar Johnson
|
+2348135268098
|
Ibadan
|
2022-09-10
|
budget
|
bronze
|
mobile_app
| true
| true
|
18-24
|
Other
| 36,467.01
|
active
|
|
CUST111069
|
Kunle Okafor
|
+2349061655311
|
Lagos
|
2020-08-02
|
budget
|
silver
|
mobile_app
| true
| true
|
25-34
|
Other
| 35,314.27
|
active
|
|
CUST153725
|
Adaeze Okafor
|
+2348138347334
|
Lagos
|
2023-07-21
|
mid_tier
|
gold
|
mobile_app
| false
| true
|
25-34
|
Male
| 84,342.25
|
inactive
|
|
CUST348928
|
Omolara Mohammed
|
+2348162334183
|
Ibadan
|
2022-07-31
|
mid_tier
|
bronze
|
in_store
| true
| true
|
25-34
|
Other
| 180,937.55
|
suspended
|
|
CUST345635
|
Yetunde Ogunleye
|
+2349035843767
|
Kaduna
|
2024-01-08
|
budget
|
bronze
|
mobile_app
| false
| false
|
25-34
|
Male
| 22,092.89
|
active
|
|
CUST146391
|
Omolara Chukwu
|
+2348107331016
|
Enugu
|
2023-06-08
|
budget
|
bronze
|
in_store
| false
| true
|
18-24
|
Female
| 10,553.85
|
active
|
|
CUST503312
|
Ibrahim Okonkwo
|
+2348104415368
|
Enugu
|
2020-10-26
|
premium
|
bronze
|
online
| false
| false
|
35-44
|
Other
| 4,545,981.55
|
active
|
|
CUST841345
|
Mercy Johnson
|
+2349084132032
|
Abuja
|
2020-07-20
|
high_value
|
bronze
|
in_store
| true
| true
|
35-44
|
Male
| 439,107.79
|
inactive
|
|
CUST282253
|
Bayo Yusuf
|
+2349063760235
|
Port Harcourt
|
2023-06-28
|
mid_tier
|
bronze
|
online
| true
| true
|
45-54
|
Female
| 168,647.65
|
active
|
|
CUST843716
|
Maryam Adeyemi
|
+2348030951235
|
Benin City
|
2024-10-13
|
mid_tier
|
bronze
|
social_media
| false
| true
|
18-24
|
Male
| 181,084.58
|
active
|
|
CUST643325
|
Abdullahi Bassey
|
+2348137022851
|
Abuja
|
2024-07-27
|
high_value
|
gold
|
in_store
| false
| true
|
35-44
|
Male
| 441,617.64
|
active
|
|
CUST315734
|
Aisha Nnaji
|
+2349030410031
|
Calabar
|
2020-12-28
|
mid_tier
|
silver
|
in_store
| true
| true
|
18-24
|
Male
| 187,469.88
|
active
|
|
CUST543151
|
Ikechukwu Johnson
|
+2348132390279
|
Lagos
|
2021-10-04
|
budget
|
bronze
|
online
| false
| true
|
25-34
|
Other
| 22,595.59
|
active
|
|
CUST466875
|
Bayo Paul
|
+2348032510456
|
Ilorin
|
2020-05-04
|
budget
|
silver
|
online
| false
| true
|
35-44
|
Female
| 47,211.05
|
active
|
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