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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST161313
|
Musa Bello
|
+2349039800942
|
Ibadan
|
2024-10-09
|
mid_tier
|
bronze
|
mobile_app
| false
| true
|
45-54
|
Male
| 61,980.72
|
active
|
|
CUST963681
|
Bukola Bassey
|
+2348031006274
|
Kaduna
|
2021-12-29
|
high_value
|
bronze
|
phone_order
| false
| true
|
55+
|
Other
| 475,345.48
|
active
|
|
CUST518269
|
Zainab Ojo
|
+2348132249117
|
Benin City
|
2023-10-02
|
premium
|
gold
|
in_store
| true
| false
|
25-34
|
Female
| 3,864,448.38
|
active
|
|
CUST855481
|
Halima Udoh
|
+2349039681029
|
Onitsha
|
2021-06-14
|
mid_tier
|
platinum
|
mobile_app
| true
| true
|
25-34
|
Male
| 193,811.6
|
active
|
|
CUST375437
|
Segun Paul
|
+2348147034081
|
Calabar
|
2020-10-12
|
occasional
|
silver
|
online
| false
| false
|
18-24
|
Other
| 9,149.21
|
active
|
|
CUST304257
|
Maryam John
|
+2349066434736
|
Onitsha
|
2023-01-25
|
high_value
|
silver
|
in_store
| true
| true
|
18-24
|
Other
| 494,109.87
|
active
|
|
CUST853577
|
Ahmed Johnson
|
+2349069485469
|
Abeokuta
|
2022-07-03
|
premium
|
platinum
|
in_store
| true
| true
|
25-34
|
Male
| 907,193.67
|
active
|
|
CUST879994
|
Grace Yusuf
|
+2348106943918
|
Ibadan
|
2024-05-07
|
mid_tier
|
silver
|
social_media
| true
| true
|
45-54
|
Male
| 171,310.68
|
active
|
|
CUST296981
|
Funmilayo Udoh
|
+2348139344184
|
Benin City
|
2023-05-25
|
mid_tier
|
bronze
|
online
| false
| true
|
18-24
|
Other
| 50,839.41
|
active
|
|
CUST566409
|
Chidi Johnson
|
+2349032316373
|
Ibadan
|
2024-04-13
|
high_value
|
silver
|
mobile_app
| true
| true
|
18-24
|
Other
| 484,367.72
|
active
|
|
CUST256819
|
Chukwuemeka Usman
|
+2349080642289
|
Lagos
|
2023-02-12
|
high_value
|
bronze
|
online
| true
| true
|
35-44
|
Other
| 353,652.4
|
active
|
|
CUST711227
|
Yusuf Abdullahi
|
+2349068126386
|
Onitsha
|
2023-09-03
|
mid_tier
|
bronze
|
online
| false
| false
|
35-44
|
Other
| 186,241.51
|
active
|
|
CUST673384
|
Emeka Mohammed
|
+2348100753251
|
Calabar
|
2020-06-23
|
budget
|
bronze
|
in_store
| true
| true
|
18-24
|
Other
| 38,088.23
|
inactive
|
|
CUST748944
|
Usman Ogbonna
|
+2349083115702
|
Ibadan
|
2023-08-09
|
mid_tier
|
gold
|
mobile_app
| true
| true
|
45-54
|
Male
| 56,518.84
|
active
|
|
CUST164629
|
Musa Peter
|
+2348036027686
|
Enugu
|
2020-11-09
|
mid_tier
|
gold
|
online
| false
| true
|
25-34
|
Male
| 166,874.62
|
active
|
|
CUST840968
|
Blessing Suleiman
|
+2348138062747
|
Kano
|
2021-01-28
|
mid_tier
|
gold
|
mobile_app
| true
| true
|
45-54
|
Male
| 138,693.13
|
active
|
|
CUST828656
|
Yetunde Afolabi
|
+2348105581720
|
Port Harcourt
|
2023-07-22
|
premium
|
bronze
|
online
| false
| false
|
35-44
|
Other
| 680,991.13
|
active
|
|
CUST558694
|
Titilayo Eze
|
+2349081216932
|
Port Harcourt
|
2020-06-05
|
budget
|
platinum
|
mobile_app
| false
| true
|
25-34
|
Other
| 42,522.7
|
active
|
|
CUST548456
|
Usman Okoro
|
+2348133086426
|
Aba
|
2022-10-24
|
occasional
|
bronze
|
mobile_app
| true
| true
|
18-24
|
Male
| 9,060.09
|
active
|
|
CUST526970
|
Danjuma Mohammed
|
+2348160869105
|
Port Harcourt
|
2020-02-14
|
high_value
|
bronze
|
mobile_app
| true
| true
|
45-54
|
Male
| 323,896.15
|
active
|
|
CUST324334
|
Joy James
|
+2348168911861
|
Ibadan
|
2022-02-13
|
premium
|
silver
|
mobile_app
| true
| false
|
18-24
|
Male
| 4,120,870.31
|
active
|
|
CUST966770
|
Faith Afolabi
|
+2348146559860
|
Onitsha
|
2023-02-09
|
budget
|
bronze
|
mobile_app
| false
| true
|
35-44
|
Other
| 41,977.88
|
active
|
|
CUST183618
|
Bukola Adebayo
|
+2348067228906
|
Ibadan
|
2020-06-12
|
high_value
|
bronze
|
mobile_app
| false
| true
|
25-34
|
Other
| 358,273.14
|
active
|
|
CUST741693
|
Adeola Yusuf
|
+2348131366983
|
Abeokuta
|
2022-03-11
|
mid_tier
|
silver
|
social_media
| true
| true
|
18-24
|
Other
| 165,639.84
|
active
|
|
CUST455822
|
Joy Adebayo
|
+2348169689404
|
Abuja
|
2022-07-17
|
high_value
|
bronze
|
online
| false
| false
|
35-44
|
Other
| 242,652.61
|
active
|
|
CUST545744
|
Funmilayo Peter
|
+2348163883765
|
Kano
|
2021-10-07
|
budget
|
bronze
|
mobile_app
| true
| true
|
18-24
|
Female
| 45,914.17
|
active
|
|
CUST929740
|
Khadija Peter
|
+2348130580389
|
Warri
|
2021-03-14
|
mid_tier
|
bronze
|
online
| false
| true
|
35-44
|
Other
| 178,438.87
|
active
|
|
CUST118928
|
Adeola Olaniyan
|
+2348068122460
|
Warri
|
2020-04-18
|
premium
|
bronze
|
online
| false
| true
|
55+
|
Other
| 3,522,380.74
|
active
|
|
CUST700151
|
Chiamaka Adeleke
|
+2348146311359
|
Lagos
|
2022-12-17
|
mid_tier
|
bronze
|
online
| false
| true
|
25-34
|
Female
| 193,326
|
inactive
|
|
CUST236635
|
Tunde Williams
|
+2349069449325
|
Enugu
|
2024-09-26
|
budget
|
bronze
|
mobile_app
| true
| true
|
18-24
|
Female
| 40,352.08
|
active
|
|
CUST535530
|
Hauwa Ibrahim
|
+2349080055056
|
Aba
|
2024-03-04
|
mid_tier
|
gold
|
mobile_app
| true
| false
|
45-54
|
Other
| 169,692.66
|
inactive
|
|
CUST893828
|
Abubakar Adeyemi
|
+2348037038986
|
Kaduna
|
2024-01-31
|
mid_tier
|
bronze
|
social_media
| true
| true
|
35-44
|
Male
| 100,887.91
|
inactive
|
|
CUST201396
|
Adeola Mohammed
|
+2348037051063
|
Jos
|
2023-10-24
|
mid_tier
|
platinum
|
mobile_app
| true
| false
|
35-44
|
Female
| 88,220.46
|
inactive
|
|
CUST414938
|
Segun David
|
+2348161389009
|
Kano
|
2021-10-05
|
high_value
|
platinum
|
in_store
| false
| true
|
35-44
|
Female
| 264,235.87
|
active
|
|
CUST981466
|
Bayo John
|
+2349037042731
|
Kaduna
|
2024-06-28
|
high_value
|
bronze
|
online
| false
| true
|
25-34
|
Male
| 348,325.94
|
active
|
|
CUST667509
|
Kunle Ibrahim
|
+2349084036594
|
Calabar
|
2020-11-22
|
budget
|
silver
|
mobile_app
| true
| true
|
25-34
|
Other
| 36,228.68
|
active
|
|
CUST615432
|
Khadija Okonkwo
|
+2348160840603
|
Lagos
|
2020-07-07
|
mid_tier
|
bronze
|
in_store
| false
| false
|
35-44
|
Female
| 86,821.01
|
active
|
|
CUST751056
|
Yusuf Okeke
|
+2349069588195
|
Abeokuta
|
2024-07-13
|
high_value
|
silver
|
mobile_app
| true
| true
|
45-54
|
Female
| 216,697.7
|
active
|
|
CUST915810
|
Adaeze Samuel
|
+2348037444618
|
Ibadan
|
2023-06-22
|
mid_tier
|
gold
|
online
| true
| true
|
18-24
|
Female
| 106,865.12
|
active
|
|
CUST785885
|
Khadija John
|
+2348139667034
|
Kano
|
2020-09-04
|
mid_tier
|
bronze
|
online
| true
| true
|
25-34
|
Female
| 176,641.13
|
active
|
|
CUST638433
|
Chukwuemeka Johnson
|
+2348108272485
|
Kano
|
2021-04-03
|
mid_tier
|
bronze
|
phone_order
| false
| true
|
25-34
|
Female
| 92,556.41
|
active
|
|
CUST110126
|
Chijioke Abubakar
|
+2348037546774
|
Ilorin
|
2024-07-06
|
occasional
|
bronze
|
in_store
| false
| true
|
45-54
|
Male
| 7,290.45
|
active
|
|
CUST655325
|
Ifeoma Peter
|
+2348143816173
|
Ilorin
|
2020-01-23
|
high_value
|
silver
|
online
| false
| true
|
25-34
|
Male
| 489,112.15
|
active
|
|
CUST555173
|
Olumide Oladipo
|
+2348161651670
|
Aba
|
2020-05-05
|
mid_tier
|
gold
|
mobile_app
| true
| true
|
35-44
|
Male
| 148,226.66
|
inactive
|
|
CUST560422
|
Chioma Adeleke
|
+2348142306367
|
Ilorin
|
2020-09-04
|
mid_tier
|
platinum
|
online
| false
| true
|
18-24
|
Female
| 120,553.47
|
active
|
|
CUST282847
|
Mohammed Nwosu
|
+2348146590057
|
Kano
|
2020-09-28
|
mid_tier
|
bronze
|
mobile_app
| false
| true
|
35-44
|
Female
| 124,781.88
|
active
|
|
CUST625644
|
Maryam Udoh
|
+2348109472462
|
Jos
|
2023-09-18
|
high_value
|
bronze
|
in_store
| false
| false
|
25-34
|
Male
| 370,785.39
|
active
|
|
CUST452427
|
Joy Adeyemi
|
+2348108923942
|
Port Harcourt
|
2024-01-17
|
budget
|
silver
|
mobile_app
| false
| true
|
25-34
|
Male
| 29,236.85
|
active
|
|
CUST217059
|
Folake James
|
+2349030739198
|
Abeokuta
|
2021-10-12
|
high_value
|
bronze
|
mobile_app
| true
| true
|
35-44
|
Female
| 254,658.09
|
active
|
|
CUST672796
|
Khadija Williams
|
+2348144309704
|
Kaduna
|
2022-12-18
|
high_value
|
bronze
|
online
| true
| true
|
25-34
|
Other
| 424,854.26
|
inactive
|
|
CUST424250
|
Chidi Bassey
|
+2348103967121
|
Enugu
|
2024-05-11
|
budget
|
bronze
|
online
| false
| true
|
18-24
|
Female
| 49,662.61
|
active
|
|
CUST694415
|
Emeka James
|
+2348166620125
|
Abeokuta
|
2023-02-25
|
high_value
|
silver
|
online
| true
| true
|
45-54
|
Other
| 411,976.12
|
active
|
|
CUST741294
|
Ifeoma Peter
|
+2348103271505
|
Abuja
|
2020-08-15
|
budget
|
silver
|
online
| true
| true
|
25-34
|
Female
| 41,018.08
|
active
|
|
CUST623634
|
Mercy James
|
+2348101103254
|
Benin City
|
2023-03-18
|
budget
|
bronze
|
in_store
| true
| true
|
45-54
|
Female
| 15,686.74
|
active
|
|
CUST761836
|
Zainab Oladipo
|
+2348100227526
|
Aba
|
2021-08-12
|
occasional
|
silver
|
in_store
| false
| true
|
55+
|
Female
| 1,051.66
|
active
|
|
CUST948437
|
Ikechukwu Adeleke
|
+2349067399844
|
Calabar
|
2024-10-11
|
high_value
|
gold
|
mobile_app
| true
| true
|
45-54
|
Male
| 405,212.81
|
active
|
|
CUST252603
|
Abdullahi Johnson
|
+2348060917397
|
Onitsha
|
2020-08-19
|
mid_tier
|
gold
|
online
| true
| true
|
25-34
|
Female
| 177,664
|
active
|
|
CUST601931
|
Abdullahi Oladipo
|
+2349038979908
|
Abeokuta
|
2023-10-02
|
premium
|
bronze
|
social_media
| true
| true
|
18-24
|
Female
| 762,093
|
inactive
|
|
CUST734221
|
Joy Ojo
|
+2349033656094
|
Lagos
|
2022-12-26
|
high_value
|
bronze
|
in_store
| true
| true
|
25-34
|
Female
| 412,715.92
|
active
|
|
CUST265807
|
Blessing Mohammed
|
+2348107738147
|
Onitsha
|
2024-07-10
|
budget
|
gold
|
in_store
| true
| true
|
18-24
|
Male
| 48,826.06
|
active
|
|
CUST656172
|
Chinwe Okeke
|
+2349084603993
|
Lagos
|
2023-01-28
|
mid_tier
|
silver
|
online
| false
| false
|
25-34
|
Female
| 62,303.57
|
active
|
|
CUST739145
|
Folake Bello
|
+2349038399204
|
Abuja
|
2021-01-24
|
mid_tier
|
gold
|
online
| true
| true
|
25-34
|
Male
| 111,588.93
|
active
|
|
CUST966901
|
Segun Usman
|
+2348142137725
|
Kaduna
|
2023-05-27
|
mid_tier
|
silver
|
in_store
| true
| true
|
18-24
|
Female
| 60,505.78
|
active
|
|
CUST139574
|
Emeka Ogbonna
|
+2348067733046
|
Abeokuta
|
2024-03-22
|
budget
|
bronze
|
in_store
| true
| true
|
18-24
|
Female
| 11,628
|
active
|
|
CUST155318
|
Funmilayo Chukwu
|
+2349036774523
|
Port Harcourt
|
2024-02-11
|
high_value
|
silver
|
online
| true
| true
|
25-34
|
Female
| 459,083.03
|
active
|
|
CUST814194
|
Ikechukwu Musa
|
+2348135669146
|
Abeokuta
|
2020-03-21
|
mid_tier
|
bronze
|
mobile_app
| false
| true
|
45-54
|
Female
| 167,896.11
|
active
|
|
CUST453051
|
Grace Adeyemi
|
+2348135833078
|
Lagos
|
2022-12-18
|
mid_tier
|
bronze
|
online
| true
| true
|
55+
|
Other
| 134,631.15
|
active
|
|
CUST838969
|
Chukwuemeka Suleiman
|
+2349089775240
|
Ilorin
|
2024-04-27
|
mid_tier
|
bronze
|
mobile_app
| false
| false
|
18-24
|
Female
| 136,633.86
|
inactive
|
|
CUST640631
|
Adamu Musa
|
+2349063053626
|
Aba
|
2023-07-06
|
mid_tier
|
gold
|
online
| true
| true
|
45-54
|
Male
| 149,258.31
|
active
|
|
CUST301980
|
Abubakar Samuel
|
+2348142858983
|
Ibadan
|
2023-03-02
|
premium
|
silver
|
phone_order
| false
| true
|
45-54
|
Male
| 4,771,333.66
|
active
|
|
CUST254798
|
Maryam Mohammed
|
+2348130827455
|
Kano
|
2024-02-04
|
mid_tier
|
bronze
|
online
| true
| true
|
45-54
|
Male
| 141,930.39
|
active
|
|
CUST178079
|
Usman Adeleke
|
+2348141499486
|
Calabar
|
2022-09-04
|
budget
|
gold
|
online
| true
| true
|
18-24
|
Other
| 47,193.16
|
active
|
|
CUST973084
|
Faith Paul
|
+2348061212742
|
Aba
|
2020-02-02
|
premium
|
silver
|
online
| false
| false
|
35-44
|
Female
| 1,708,582.63
|
active
|
|
CUST668960
|
Zainab Adeleke
|
+2349035608974
|
Warri
|
2023-10-30
|
mid_tier
|
bronze
|
in_store
| true
| true
|
35-44
|
Other
| 192,563.15
|
active
|
|
CUST783593
|
Oluwaseun Afolabi
|
+2349039353188
|
Aba
|
2021-05-10
|
mid_tier
|
bronze
|
social_media
| false
| false
|
35-44
|
Male
| 92,216.69
|
active
|
|
CUST696170
|
Emeka David
|
+2348104576708
|
Aba
|
2020-01-24
|
mid_tier
|
bronze
|
online
| true
| true
|
25-34
|
Male
| 184,180.17
|
active
|
|
CUST130129
|
Aisha Yusuf
|
+2348065597319
|
Kaduna
|
2024-04-16
|
mid_tier
|
bronze
|
in_store
| false
| false
|
55+
|
Other
| 105,161.05
|
active
|
|
CUST858580
|
Chukwuemeka Williams
|
+2348147426643
|
Port Harcourt
|
2022-01-13
|
mid_tier
|
platinum
|
mobile_app
| false
| true
|
25-34
|
Male
| 116,353.1
|
active
|
|
CUST573492
|
Danjuma Yusuf
|
+2348066793879
|
Abeokuta
|
2022-05-23
|
mid_tier
|
platinum
|
mobile_app
| true
| true
|
25-34
|
Male
| 126,010.69
|
active
|
|
CUST213586
|
Adamu Eze
|
+2348145770987
|
Calabar
|
2024-05-08
|
budget
|
bronze
|
in_store
| true
| true
|
25-34
|
Other
| 26,155.58
|
active
|
|
CUST246731
|
Yusuf Ogbonna
|
+2349035069152
|
Kano
|
2022-06-10
|
premium
|
bronze
|
online
| false
| true
|
25-34
|
Male
| 4,185,276.5
|
active
|
|
CUST109870
|
Adesuwa Johnson
|
+2348061047556
|
Warri
|
2024-07-14
|
budget
|
bronze
|
mobile_app
| true
| false
|
45-54
|
Male
| 39,647.54
|
inactive
|
|
CUST519506
|
Chidi Adeyemi
|
+2349085902495
|
Abuja
|
2023-09-19
|
budget
|
silver
|
in_store
| true
| true
|
18-24
|
Male
| 12,321.94
|
active
|
|
CUST947150
|
Halima Peter
|
+2348039944970
|
Enugu
|
2024-10-29
|
budget
|
bronze
|
online
| false
| true
|
18-24
|
Other
| 41,034.66
|
active
|
|
CUST483668
|
Ibrahim Yusuf
|
+2349089241141
|
Abuja
|
2020-10-04
|
mid_tier
|
silver
|
phone_order
| true
| true
|
18-24
|
Other
| 122,700.3
|
active
|
|
CUST306638
|
Aisha Chukwu
|
+2349037386838
|
Abuja
|
2024-06-01
|
high_value
|
gold
|
mobile_app
| false
| false
|
25-34
|
Male
| 289,178.14
|
inactive
|
|
CUST273181
|
Adaeze Usman
|
+2348066531051
|
Lagos
|
2020-06-26
|
mid_tier
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Male
| 70,251.53
|
active
|
|
CUST478607
|
Chijioke Usman
|
+2348065008332
|
Benin City
|
2021-06-14
|
premium
|
bronze
|
online
| false
| false
|
18-24
|
Other
| 3,089,901.68
|
active
|
|
CUST221560
|
Blessing Samuel
|
+2348167999423
|
Onitsha
|
2023-02-16
|
mid_tier
|
bronze
|
mobile_app
| true
| false
|
18-24
|
Other
| 111,937.23
|
active
|
|
CUST704979
|
Bayo Afolabi
|
+2349062358328
|
Warri
|
2023-10-07
|
mid_tier
|
gold
|
phone_order
| false
| true
|
18-24
|
Other
| 115,402.22
|
active
|
|
CUST916590
|
Mercy Udoh
|
+2349037540950
|
Abuja
|
2020-10-01
|
mid_tier
|
silver
|
online
| false
| true
|
35-44
|
Other
| 196,913.95
|
active
|
|
CUST513962
|
Usman Olaniyan
|
+2349034631020
|
Calabar
|
2024-05-17
|
high_value
|
bronze
|
online
| false
| false
|
25-34
|
Other
| 492,391.29
|
active
|
|
CUST595541
|
Chinwe Ibrahim
|
+2349031526828
|
Aba
|
2022-11-24
|
mid_tier
|
platinum
|
in_store
| false
| true
|
25-34
|
Other
| 179,187.75
|
active
|
|
CUST512547
|
Bayo Eze
|
+2348164484415
|
Ilorin
|
2020-11-07
|
high_value
|
bronze
|
mobile_app
| true
| true
|
35-44
|
Female
| 284,933.48
|
active
|
|
CUST192827
|
Ahmed Adebayo
|
+2348136372535
|
Calabar
|
2023-02-17
|
high_value
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Other
| 462,416.22
|
active
|
|
CUST515142
|
Maryam Adebayo
|
+2348031740352
|
Jos
|
2024-03-28
|
mid_tier
|
bronze
|
mobile_app
| true
| true
|
25-34
|
Male
| 175,248.4
|
active
|
|
CUST611820
|
Grace Udoh
|
+2349061946152
|
Warri
|
2024-09-12
|
mid_tier
|
bronze
|
social_media
| true
| true
|
45-54
|
Female
| 190,602.34
|
active
|
|
CUST935482
|
Blessing Nnaji
|
+2348163481613
|
Onitsha
|
2020-10-09
|
mid_tier
|
silver
|
mobile_app
| true
| true
|
25-34
|
Female
| 187,871.7
|
active
|
|
CUST484883
|
Zainab Okafor
|
+2348103895494
|
Enugu
|
2021-08-18
|
premium
|
gold
|
online
| true
| false
|
35-44
|
Other
| 1,048,096.78
|
active
|
|
CUST214296
|
Bukola Nnamdi
|
+2348104927575
|
Ibadan
|
2020-04-11
|
high_value
|
bronze
|
phone_order
| true
| false
|
55+
|
Other
| 276,758.03
|
active
|
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