Nigerian Retail and eCommerce
Collection
A collection of datasets across the Nigerian Retail and eCommerce Sector
•
36 items
•
Updated
•
2
Dataset Viewer
comparison_id
stringlengths 11
11
| product_id
stringlengths 8
8
| product_name
stringclasses 971
values | our_price_ngn
float64 1k
500k
| competitor_name
stringclasses 5
values | competitor_price_ngn
float64 857
599k
| price_difference_ngn
float64 -99,997.63
100k
| price_difference_percent
float64 -20
20
| date_checked
stringdate 2024-01-01 00:00:00
2024-10-27 00:00:00
| in_stock_competitor
bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|
COMP0000000
|
PRD80182
|
Option
| 298,984.47
|
Spar
| 333,817.21
| -45,159.28
| -8.85
|
2024-08-06
| false
|
COMP0000001
|
PRD33646
|
Player
| 148,127.9
|
Jiji
| 145,368.61
| 61,332.93
| -11.18
|
2024-07-17
| false
|
COMP0000002
|
PRD88842
|
This
| 259,849.12
|
Spar
| 230,657.77
| 8,147.95
| -1.16
|
2024-08-18
| true
|
COMP0000003
|
PRD27238
|
Kitchen
| 161,399.36
|
Shoprite
| 151,568.06
| -58,131.55
| 13.19
|
2024-09-27
| true
|
COMP0000004
|
PRD90768
|
Civil
| 77,939.27
|
Jiji
| 74,944.8
| -96,813.86
| -3.64
|
2024-01-16
| true
|
COMP0000005
|
PRD22999
|
Represent
| 52,227.91
|
Jiji
| 59,568.8
| -41,672.98
| 12.04
|
2024-07-30
| true
|
COMP0000006
|
PRD92107
|
Beyond
| 396,697.36
|
Spar
| 335,189.27
| -34,508.93
| 2.15
|
2024-02-07
| true
|
COMP0000007
|
PRD94802
|
Happy
| 420,682.68
|
Shoprite
| 370,249.62
| 30,525.75
| -7.91
|
2024-05-02
| false
|
COMP0000008
|
PRD58540
|
Head
| 253,241.68
|
Jiji
| 244,929.73
| 66,516.86
| 3.04
|
2024-07-16
| true
|
COMP0000009
|
PRD88054
|
Leg
| 53,075.26
|
Konga
| 51,502.73
| -72,064.37
| 12.22
|
2024-10-27
| false
|
COMP0000010
|
PRD38358
|
Player
| 470,591.33
|
Jiji
| 497,674.02
| -2,639.53
| 10.45
|
2024-02-22
| true
|
COMP0000011
|
PRD91637
|
State
| 221,014.84
|
Shoprite
| 248,394.6
| -11,566.87
| -1.66
|
2024-09-15
| true
|
COMP0000012
|
PRD74784
|
Southern
| 314,965.37
|
Spar
| 376,729.02
| 48,955.6
| -11.23
|
2024-07-03
| false
|
COMP0000013
|
PRD62728
|
Which
| 240,397.85
|
Konga
| 281,626.46
| 99,354.12
| 9.55
|
2024-01-14
| true
|
COMP0000014
|
PRD81100
|
East
| 258,912.06
|
Jumia
| 216,816.57
| 83,476.11
| 17.68
|
2024-07-30
| true
|
COMP0000015
|
PRD54389
|
Own
| 404,691.92
|
Konga
| 377,839.15
| 8,505.82
| 12.07
|
2024-03-08
| true
|
COMP0000016
|
PRD51199
|
Not
| 171,236.91
|
Jumia
| 175,182.88
| -83,371.26
| 9.2
|
2024-06-25
| true
|
COMP0000017
|
PRD49606
|
His
| 60,538.47
|
Spar
| 58,704.1
| 98,335.64
| 7.88
|
2024-04-17
| false
|
COMP0000018
|
PRD15501
|
Pattern
| 213,536.51
|
Spar
| 183,884.36
| 49,078.87
| 12.39
|
2024-03-09
| true
|
COMP0000019
|
PRD56046
|
Question
| 107,684.11
|
Jumia
| 89,564.53
| -44,054.65
| -18.87
|
2024-04-25
| true
|
COMP0000020
|
PRD92333
|
Name
| 45,765.82
|
Jumia
| 51,978.86
| 2,933.81
| -11.58
|
2024-10-22
| true
|
COMP0000021
|
PRD80056
|
Piece
| 182,375.77
|
Jiji
| 160,090.29
| 27,137.83
| -15.7
|
2024-08-16
| false
|
COMP0000022
|
PRD66226
|
Relationship
| 206,424.97
|
Jiji
| 216,904.86
| 74,194.48
| -18.84
|
2024-03-01
| true
|
COMP0000023
|
PRD60836
|
Result
| 152,093.02
|
Jiji
| 125,878.22
| 33,089.25
| -6.67
|
2024-09-15
| true
|
COMP0000024
|
PRD58765
|
Campaign
| 18,860.9
|
Shoprite
| 17,596
| -9,603.11
| 15.94
|
2024-02-17
| true
|
COMP0000025
|
PRD61126
|
Rich
| 468,194.69
|
Shoprite
| 429,055.83
| 76,301.96
| 5.48
|
2024-05-28
| true
|
COMP0000026
|
PRD25911
|
Company
| 419,294.55
|
Shoprite
| 395,425.52
| -39,873.71
| 2.8
|
2024-04-20
| true
|
COMP0000027
|
PRD93281
|
Religious
| 324,828.7
|
Konga
| 281,090.32
| -26,795.13
| -7.18
|
2024-04-18
| true
|
COMP0000028
|
PRD87770
|
See
| 103,162.21
|
Jumia
| 119,184.55
| -44,030.64
| 3.31
|
2024-04-13
| true
|
COMP0000029
|
PRD76787
|
Popular
| 220,659.07
|
Shoprite
| 246,522.19
| -22,699.58
| -1.45
|
2024-08-12
| true
|
COMP0000030
|
PRD51915
|
Line
| 65,351.4
|
Shoprite
| 65,736.56
| 13,688.79
| 2.17
|
2024-09-25
| true
|
COMP0000031
|
PRD91949
|
Lawyer
| 398,387.26
|
Shoprite
| 462,243.34
| -10,401.52
| 5.3
|
2024-01-21
| false
|
COMP0000032
|
PRD22908
|
American
| 118,992.72
|
Konga
| 100,549.48
| -52,294.88
| -13.32
|
2024-10-02
| true
|
COMP0000033
|
PRD83622
|
Clear
| 116,162.85
|
Jiji
| 128,964.13
| 76,382.06
| 16.77
|
2024-08-21
| false
|
COMP0000034
|
PRD86506
|
During
| 216,020.15
|
Jiji
| 246,389.69
| -53,611.98
| -18.36
|
2024-09-23
| true
|
COMP0000035
|
PRD13785
|
Public
| 269,063.8
|
Jiji
| 296,540.12
| 82,637.35
| 11.35
|
2024-04-17
| true
|
COMP0000036
|
PRD62733
|
War
| 279,479.91
|
Spar
| 302,315.87
| -89,998.18
| -7.96
|
2024-08-06
| true
|
COMP0000037
|
PRD96324
|
On
| 251,198.52
|
Jumia
| 221,474.18
| 54,513.51
| 13.05
|
2024-03-05
| false
|
COMP0000038
|
PRD72070
|
Pretty
| 324,795.17
|
Spar
| 354,727.42
| -35,373.94
| 14.99
|
2024-03-06
| true
|
COMP0000039
|
PRD42881
|
Why
| 324,408.39
|
Shoprite
| 362,730.59
| 31,340.48
| 13.42
|
2024-09-30
| true
|
COMP0000040
|
PRD97245
|
Citizen
| 67,628.89
|
Jumia
| 80,842.98
| 1,615.69
| -17.68
|
2024-09-16
| true
|
COMP0000041
|
PRD77687
|
Suddenly
| 2,790.64
|
Jumia
| 2,534.5
| 7,133.98
| 7.45
|
2024-10-23
| true
|
COMP0000042
|
PRD91776
|
Clear
| 130,382.65
|
Spar
| 150,150.02
| 22,939.17
| -6
|
2024-06-10
| true
|
COMP0000043
|
PRD53566
|
Fast
| 380,543.89
|
Spar
| 428,349.59
| -50,247.17
| 13.34
|
2024-01-07
| true
|
COMP0000044
|
PRD34705
|
Remember
| 438,482.9
|
Spar
| 454,272.68
| -18,590.84
| 13.19
|
2024-02-22
| true
|
COMP0000045
|
PRD76424
|
Sense
| 437,297.87
|
Spar
| 367,997.08
| 62,074.53
| 0.07
|
2024-10-27
| true
|
COMP0000046
|
PRD55147
|
Catch
| 285,786.65
|
Jumia
| 320,325.66
| -32,041.35
| -16.95
|
2024-04-13
| true
|
COMP0000047
|
PRD24249
|
Outside
| 489,093.15
|
Spar
| 443,517.63
| 15,856.6
| -14.75
|
2024-08-19
| true
|
COMP0000048
|
PRD45481
|
There
| 6,072.03
|
Jiji
| 5,928.03
| 32,969.2
| -10.22
|
2024-10-06
| true
|
COMP0000049
|
PRD42376
|
Almost
| 4,411.8
|
Shoprite
| 5,276.45
| 12,607.29
| -3.62
|
2024-09-14
| true
|
COMP0000050
|
PRD10453
|
Trip
| 405,308.44
|
Konga
| 471,275.8
| -98,491.16
| -17.66
|
2024-08-14
| true
|
COMP0000051
|
PRD80550
|
With
| 159,774.52
|
Shoprite
| 177,922.02
| 15,007.15
| 7.19
|
2024-03-28
| true
|
COMP0000052
|
PRD70027
|
Close
| 190,884.83
|
Shoprite
| 156,352.14
| -29,572.22
| -1.43
|
2024-08-02
| true
|
COMP0000053
|
PRD62147
|
Language
| 171,719.53
|
Spar
| 198,958.69
| 50,760.86
| -8.66
|
2024-03-27
| true
|
COMP0000054
|
PRD13817
|
Win
| 487,066.97
|
Shoprite
| 478,176.67
| -48,130.04
| 9.35
|
2024-01-18
| true
|
COMP0000055
|
PRD14421
|
Side
| 362,645.84
|
Jiji
| 353,026.34
| -31,003.78
| 2.24
|
2024-09-19
| true
|
COMP0000056
|
PRD71692
|
Table
| 482,421.39
|
Jiji
| 541,694.08
| -89,330.66
| 7.55
|
2024-09-08
| true
|
COMP0000057
|
PRD37804
|
Store
| 475,253.47
|
Jiji
| 471,342.21
| 93,314.69
| 15.75
|
2024-01-10
| true
|
COMP0000058
|
PRD18374
|
Opportunity
| 450,167.21
|
Shoprite
| 444,147.85
| 36,937.88
| 11.86
|
2024-10-13
| false
|
COMP0000059
|
PRD20242
|
Now
| 382,735.2
|
Konga
| 441,607.99
| -32,398.13
| 1.63
|
2024-09-18
| false
|
COMP0000060
|
PRD42280
|
Between
| 143,000.46
|
Jumia
| 137,586.06
| 93,876.84
| 3.61
|
2024-07-18
| true
|
COMP0000061
|
PRD70772
|
Bed
| 319,989.71
|
Shoprite
| 302,631.35
| -789.17
| -15.98
|
2024-05-11
| true
|
COMP0000062
|
PRD61878
|
Cold
| 393,871.71
|
Konga
| 456,853.26
| -10,717.82
| -14.49
|
2024-01-18
| true
|
COMP0000063
|
PRD38107
|
Behavior
| 496,318.51
|
Shoprite
| 583,911
| -78,831.7
| 16.29
|
2024-05-24
| true
|
COMP0000064
|
PRD91711
|
Within
| 302,632.45
|
Jiji
| 250,801.58
| 6,519.32
| -14.42
|
2024-10-18
| true
|
COMP0000065
|
PRD42296
|
Order
| 431,707.6
|
Konga
| 365,752.37
| -80,580.75
| -1.57
|
2024-08-07
| true
|
COMP0000066
|
PRD11837
|
Four
| 72,275.42
|
Shoprite
| 85,948.78
| 48,358.36
| 13.09
|
2024-10-12
| true
|
COMP0000067
|
PRD95464
|
Professor
| 100,715.32
|
Konga
| 106,769.47
| 94,582.48
| -0.65
|
2024-08-26
| true
|
COMP0000068
|
PRD53815
|
After
| 268,948.73
|
Jiji
| 313,539.47
| -69,974.21
| -11.93
|
2024-03-12
| false
|
COMP0000069
|
PRD79747
|
By
| 202,414.11
|
Konga
| 180,479.31
| 24,438.31
| -13.98
|
2024-07-13
| true
|
COMP0000070
|
PRD14647
|
Catch
| 484,766.77
|
Spar
| 487,421.31
| 97,144.41
| 9.52
|
2024-05-18
| true
|
COMP0000071
|
PRD18325
|
Camera
| 132,070.52
|
Jumia
| 130,721.93
| -59,571.07
| -1.85
|
2024-10-21
| true
|
COMP0000072
|
PRD10925
|
Similar
| 57,200.16
|
Spar
| 59,127.63
| -53,401.95
| 9.11
|
2024-09-17
| true
|
COMP0000073
|
PRD99736
|
Above
| 217,919.72
|
Jiji
| 213,965.87
| -1,249.45
| 15.81
|
2024-06-03
| true
|
COMP0000074
|
PRD87620
|
Here
| 363,375.23
|
Shoprite
| 376,246.22
| 66,410.58
| -3.08
|
2024-06-01
| true
|
COMP0000075
|
PRD16502
|
If
| 311,111.56
|
Jiji
| 344,801.05
| 93,380.91
| -0.83
|
2024-10-19
| true
|
COMP0000076
|
PRD92470
|
Room
| 257,641.92
|
Jumia
| 302,674.9
| 35,041.08
| -2.13
|
2024-06-01
| true
|
COMP0000077
|
PRD78432
|
Executive
| 131,634.53
|
Konga
| 126,706.49
| -16,924.32
| -9.52
|
2024-06-19
| true
|
COMP0000078
|
PRD60627
|
Show
| 475,260.61
|
Konga
| 529,146.67
| 79,862.29
| 15.26
|
2024-02-10
| false
|
COMP0000079
|
PRD19461
|
Become
| 249,957.71
|
Jiji
| 217,584.24
| 76,829.63
| -3.97
|
2024-03-03
| true
|
COMP0000080
|
PRD88818
|
Great
| 86,517.85
|
Shoprite
| 71,427.68
| -97,730.04
| -5.45
|
2024-04-21
| true
|
COMP0000081
|
PRD82424
|
Him
| 401,495.52
|
Konga
| 324,412.95
| 97,178.37
| 13.01
|
2024-10-13
| true
|
COMP0000082
|
PRD22991
|
Air
| 7,250.88
|
Shoprite
| 6,014.9
| -18,955.41
| -9.11
|
2024-07-08
| true
|
COMP0000083
|
PRD34836
|
Husband
| 487,881.93
|
Spar
| 562,662.17
| 35,606.4
| 9.76
|
2024-06-16
| true
|
COMP0000084
|
PRD76147
|
Like
| 113,876.75
|
Konga
| 93,572.38
| 30,803.31
| -2.45
|
2024-06-30
| false
|
COMP0000085
|
PRD20736
|
Cup
| 15,307.09
|
Jumia
| 15,812.29
| 13,989.08
| 2.57
|
2024-02-03
| true
|
COMP0000086
|
PRD67999
|
Nearly
| 239,827.93
|
Jiji
| 201,741.67
| 4,406.27
| 9.72
|
2024-02-06
| true
|
COMP0000087
|
PRD42779
|
Group
| 483,734.89
|
Spar
| 450,384.09
| 45,592.87
| -12.97
|
2024-05-06
| true
|
COMP0000088
|
PRD56002
|
Work
| 95,574.03
|
Spar
| 85,760.04
| -26,016.54
| -7.66
|
2024-10-16
| false
|
COMP0000089
|
PRD38529
|
Power
| 466,074.75
|
Shoprite
| 394,872.82
| 84,681.55
| -9.92
|
2024-05-30
| true
|
COMP0000090
|
PRD52634
|
You
| 334,549.89
|
Spar
| 310,804.46
| 67,234.76
| 17.71
|
2024-09-30
| false
|
COMP0000091
|
PRD28336
|
Edge
| 356,871.39
|
Jiji
| 337,562.14
| 42,601.91
| -1.34
|
2024-04-28
| true
|
COMP0000092
|
PRD46013
|
Like
| 404,524.55
|
Konga
| 335,540.94
| -15,813.17
| -18.31
|
2024-08-07
| true
|
COMP0000093
|
PRD35442
|
Seven
| 41,336.22
|
Konga
| 35,482.3
| 60,503.05
| 3.03
|
2024-05-30
| true
|
COMP0000094
|
PRD34427
|
Certain
| 18,220.06
|
Konga
| 17,035
| -71,275.55
| 1.49
|
2024-03-13
| true
|
COMP0000095
|
PRD39919
|
Party
| 405,279.58
|
Konga
| 373,913.08
| -13,101.92
| -10.46
|
2024-07-04
| true
|
COMP0000096
|
PRD30024
|
Only
| 50,630.43
|
Jumia
| 58,813.41
| -15,090.95
| -2.81
|
2024-10-07
| true
|
COMP0000097
|
PRD13698
|
Group
| 361,221.94
|
Konga
| 320,913.63
| -97,616.04
| -12.39
|
2024-02-21
| true
|
COMP0000098
|
PRD70156
|
Receive
| 85,008.49
|
Jiji
| 71,482.08
| 89,224.97
| -19.42
|
2024-03-18
| true
|
COMP0000099
|
PRD86359
|
Forward
| 338,255.84
|
Konga
| 311,639.87
| -87,845.3
| 14.54
|
2024-08-22
| true
|
End of preview. Expand
in Data Studio
Nigerian Retail and E-Commerce - Competitor Pricing Datasets
Dataset Description
Comprehensive competitor pricing datasets for Nigerian retail and e-commerce analysis
Dataset Information
- Category: Pricing and Revenue
- Industry: Retail & E-Commerce
- Country: Nigeria
- Format: CSV, Parquet
- Rows: 200,000
- Columns: 10
- Date Generated: 2025-10-06
- Location:
data/competitor_pricing_datasets/ - License: GPL
Schema
| Column | Type | Sample Values |
|---|---|---|
comparison_id |
String | COMP0000000 |
product_id |
String | PRD80182 |
product_name |
String | Option |
our_price_ngn |
Float | 298984.47 |
competitor_name |
String | Spar |
competitor_price_ngn |
Float | 333817.21 |
price_difference_ngn |
Float | -45159.28 |
price_difference_percent |
Float | -8.85 |
date_checked |
String | 2024-08-06 |
in_stock_competitor |
Boolean | False |
Sample Data
comparison_id product_id product_name our_price_ngn competitor_name competitor_price_ngn price_difference_ngn price_difference_percent date_checked in_stock_competitor
COMP0000000 PRD80182 Option 298984.47 Spar 333817.21 -45159.28 -8.85 2024-08-06 False
COMP0000001 PRD33646 Player 148127.90 Jiji 145368.61 61332.93 -11.18 2024-07-17 False
COMP0000002 PRD88842 This 259849.12 Spar 230657.77 8147.95 -1.16 2024-08-18 True
Use Cases
- Data analysis and insights
- Machine learning model training
- Business intelligence
- Research and education
- Predictive analytics
Nigerian Context
This dataset incorporates authentic Nigerian retail and e-commerce characteristics:
E-Commerce Platforms
- Jumia (35% market share) - Leading marketplace
- Konga (25% market share) - Major competitor
- Jiji (20% market share) - Classifieds platform
- PayPorte, Slot, and other platforms
Physical Retail
- Shoprite, Spar, Game - Major supermarket chains
- Slot, Pointek - Electronics retailers
- Mr Price - Fashion retail
- Traditional markets: Balogun Market, Computer Village
Payment Methods
- Cash on Delivery (45%) - Most popular
- Bank Transfer (25%)
- Debit Card (15%)
- USSD (8%)
- Mobile Money (5%)
- Credit Card (2%)
Logistics & Delivery
- GIG Logistics - Nationwide coverage
- Kwik Delivery - Fast urban delivery
- DHL, FedEx - International and express
- Red Star Express - Nationwide courier
- Local dispatch riders
Geographic Coverage
Major Nigerian cities including:
- Lagos - Commercial capital, highest retail density
- Abuja - Federal capital, high e-commerce penetration
- Kano - Northern commercial hub
- Port Harcourt - Oil city, strong purchasing power
- Ibadan - Large urban market
- Plus 10+ other major cities
Products & Categories
- Electronics: Tecno, Infinix, Samsung phones; laptops, TVs
- Fashion: Ankara fabric, Agbada, Kaftan, sneakers
- Groceries: Rice (50kg bags), Garri, Palm Oil, Indomie
- Beauty: Shea butter, Black soap, hair extensions
- Home: Generators, inverters, solar panels
Currency & Pricing
- Currency: Nigerian Naira (NGN, ₦)
- Exchange Rate: ~₦1,500/USD
- Price Ranges: Realistic Nigerian market prices
- Time Zone: West Africa Time (WAT, UTC+1)
File Formats
CSV
data/competitor_pricing_datasets/nigerian_retail_and_ecommerce_competitor_pricing_datasets.csv
Parquet (Recommended)
data/competitor_pricing_datasets/nigerian_retail_and_ecommerce_competitor_pricing_datasets.parquet
Loading the Dataset
Hugging Face Datasets
from datasets import load_dataset
# Load dataset
dataset = load_dataset("electricsheepafrica/nigerian_retail_and_ecommerce_competitor_pricing_datasets")
# Convert to pandas
df = dataset['train'].to_pandas()
print(f"Loaded {len(df):,} rows")
Pandas (Direct)
import pandas as pd
# Load CSV
df = pd.read_csv('data/competitor_pricing_datasets/nigerian_retail_and_ecommerce_competitor_pricing_datasets.csv')
# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/competitor_pricing_datasets/nigerian_retail_and_ecommerce_competitor_pricing_datasets.parquet')
PyArrow
import pyarrow.parquet as pq
# Load Parquet
table = pq.read_table('data/competitor_pricing_datasets/nigerian_retail_and_ecommerce_competitor_pricing_datasets.parquet')
df = table.to_pandas()
Data Quality
- ✅ Realistic Distributions: Based on Nigerian retail patterns
- ✅ No Missing Critical Fields: Complete core data
- ✅ Proper Data Types: Appropriate types for each column
- ✅ Consistent Naming: Clear, descriptive column names
- ✅ Nigerian Context: Authentic local characteristics
- ✅ Production Scale: Suitable for real-world applications
Ethical Considerations
- This is synthetic data generated for research and development
- No real customer data or personally identifiable information
- Designed to reflect realistic patterns without privacy concerns
- Safe for public use, testing, and education
License
GPL License - General Public License
This dataset is free to use for:
- Research and academic purposes
- Commercial applications
- Educational projects
- Open source development
Citation
@dataset{nigerian_retail_competitor_pricing_datasets_2025,
title={Competitor Pricing Datasets},
author={Electric Sheep Africa},
year={2025},
publisher={Hugging Face},
howpublished={\url{https://huggingface.co/datasets/electricsheepafrica/nigerian-retail-competitor-pricing-datasets}}
}
Related Datasets
This dataset is part of the Nigerian Retail & E-Commerce Datasets collection, which includes 42 datasets covering:
- Customer & Shopper Data
- Sales & Transactions
- Product & Inventory
- Marketing & Engagement
- Operations & Workforce
- Pricing & Revenue
- Customer Support
- Emerging & Advanced Technologies
Browse all datasets: https://huggingface.co/electricsheepafrica
Updates & Maintenance
- Version: 1.0
- Last Updated: 2025-10-06
- Maintenance: Active
- Issues: Report via Hugging Face discussions
Contact
For questions, feedback, or collaboration:
- Hugging Face: electricsheepafrica
- Issues: Open a discussion on the dataset page
- General Inquiries: Via Hugging Face profile
Part of the Nigerian Industry Datasets Initiative
Building comprehensive, authentic datasets for African markets.
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
200,000