Nigeria Real Estate & Property Markets
Collection
Synthetic, realistic Nigeria real estate datasets with PropertyPro/Knight Frank/NBS/CBN reference data (40 ML-ready tables).
•
40 items
•
Updated
Datasets:
Dataset Viewer
property_id
stringlengths 12
12
| city
stringclasses 10
values | commercial_type
stringclasses 4
values | size_sqm
int64 30
5k
| annual_rent
int64 605k
74.1M
| occupancy_status
stringclasses 2
values | lease_term_years
int64 1
5
| listing_date
stringdate 2022-01-01 00:00:00
2025-03-30 00:00:00
|
|---|---|---|---|---|---|---|---|
COMM-0708125
|
Kano
|
office
| 340
| 6,984,431
|
occupied
| 2
|
2024-05-03
|
COMM-0919426
|
Benin City
|
warehouse
| 3,523
| 52,630,271
|
occupied
| 5
|
2023-04-16
|
COMM-0649047
|
Kano
|
warehouse
| 723
| 5,580,530
|
occupied
| 5
|
2022-11-22
|
COMM-0271738
|
Port Harcourt
|
showroom
| 193
| 4,764,099
|
vacant
| 2
|
2023-10-17
|
COMM-0438423
|
Enugu
|
office
| 278
| 13,060,740
|
occupied
| 2
|
2022-02-27
|
COMM-0184461
|
Benin City
|
retail_shop
| 40
| 993,379
|
occupied
| 3
|
2024-09-20
|
COMM-0860913
|
Lagos
|
showroom
| 109
| 2,424,383
|
occupied
| 2
|
2022-05-30
|
COMM-0474684
|
Port Harcourt
|
showroom
| 243
| 9,889,701
|
occupied
| 2
|
2022-03-31
|
COMM-0916689
|
Ibadan
|
office
| 175
| 3,418,640
|
occupied
| 3
|
2022-04-30
|
COMM-0735113
|
Port Harcourt
|
office
| 268
| 13,248,833
|
vacant
| 2
|
2023-08-02
|
COMM-0749691
|
Lagos
|
warehouse
| 2,011
| 20,624,316
|
vacant
| 3
|
2023-12-27
|
COMM-0740094
|
Benin City
|
warehouse
| 4,888
| 57,536,141
|
occupied
| 2
|
2022-05-10
|
COMM-0089337
|
Lagos
|
retail_shop
| 101
| 5,784,437
|
occupied
| 2
|
2023-06-02
|
COMM-0911073
|
Lagos
|
showroom
| 90
| 1,985,813
|
vacant
| 1
|
2022-01-01
|
COMM-0806495
|
Enugu
|
office
| 437
| 14,238,277
|
occupied
| 5
|
2024-09-02
|
COMM-0030107
|
Owerri
|
warehouse
| 2,347
| 21,656,081
|
vacant
| 2
|
2022-01-31
|
COMM-0060162
|
Enugu
|
retail_shop
| 260
| 6,231,774
|
occupied
| 3
|
2024-03-17
|
COMM-0658766
|
Lagos
|
warehouse
| 1,913
| 12,735,927
|
occupied
| 1
|
2023-11-30
|
COMM-0392067
|
Lagos
|
showroom
| 147
| 3,620,443
|
occupied
| 5
|
2022-03-07
|
COMM-0747350
|
Lagos
|
warehouse
| 4,594
| 43,077,770
|
occupied
| 1
|
2022-06-05
|
COMM-0351673
|
Lagos
|
office
| 170
| 7,939,445
|
occupied
| 3
|
2022-10-19
|
COMM-0874907
|
Owerri
|
showroom
| 148
| 4,037,396
|
occupied
| 5
|
2024-04-20
|
COMM-0754704
|
Ibadan
|
showroom
| 234
| 9,943,631
|
occupied
| 2
|
2023-04-18
|
COMM-0170072
|
Lagos
|
showroom
| 74
| 3,946,290
|
vacant
| 1
|
2022-05-28
|
COMM-0976769
|
Port Harcourt
|
warehouse
| 1,353
| 19,592,728
|
vacant
| 2
|
2023-08-25
|
COMM-0978670
|
Ibadan
|
office
| 109
| 4,970,321
|
occupied
| 5
|
2022-03-22
|
COMM-0216590
|
Lagos
|
retail_shop
| 166
| 7,117,425
|
occupied
| 1
|
2022-05-10
|
COMM-0143364
|
Abuja
|
office
| 318
| 5,431,724
|
occupied
| 3
|
2024-05-14
|
COMM-0533723
|
Abuja
|
retail_shop
| 93
| 4,635,624
|
vacant
| 1
|
2022-01-09
|
COMM-0808625
|
Abuja
|
office
| 99
| 2,123,292
|
occupied
| 5
|
2023-09-20
|
COMM-0981775
|
Lagos
|
showroom
| 91
| 3,242,228
|
occupied
| 5
|
2025-02-21
|
COMM-0221996
|
Lagos
|
retail_shop
| 39
| 1,519,999
|
occupied
| 2
|
2022-12-05
|
COMM-0059906
|
Lagos
|
showroom
| 237
| 7,016,133
|
occupied
| 2
|
2022-11-15
|
COMM-0226476
|
Lagos
|
showroom
| 123
| 4,180,380
|
occupied
| 1
|
2024-01-12
|
COMM-0568939
|
Lagos
|
warehouse
| 1,869
| 24,009,329
|
vacant
| 5
|
2023-12-11
|
COMM-0562365
|
Uyo
|
warehouse
| 1,892
| 24,041,294
|
occupied
| 2
|
2024-03-29
|
COMM-0978988
|
Lagos
|
retail_shop
| 238
| 8,716,229
|
occupied
| 5
|
2025-02-27
|
COMM-0367900
|
Abuja
|
warehouse
| 3,661
| 45,020,442
|
occupied
| 1
|
2025-03-04
|
COMM-0938777
|
Kano
|
retail_shop
| 281
| 9,904,542
|
vacant
| 1
|
2024-08-25
|
COMM-0020790
|
Abuja
|
showroom
| 132
| 6,866,045
|
occupied
| 2
|
2023-03-04
|
COMM-0273556
|
Abuja
|
warehouse
| 4,633
| 66,671,007
|
vacant
| 2
|
2025-03-26
|
COMM-0468243
|
Port Harcourt
|
showroom
| 227
| 5,955,885
|
occupied
| 5
|
2025-02-17
|
COMM-0028248
|
Kano
|
warehouse
| 4,245
| 60,933,597
|
occupied
| 5
|
2023-09-22
|
COMM-0410956
|
Enugu
|
showroom
| 90
| 3,256,316
|
occupied
| 5
|
2024-10-05
|
COMM-0790390
|
Lagos
|
showroom
| 285
| 11,357,201
|
occupied
| 1
|
2023-06-29
|
COMM-0251267
|
Benin City
|
warehouse
| 2,379
| 27,717,439
|
occupied
| 2
|
2025-01-05
|
COMM-0037805
|
Lagos
|
retail_shop
| 242
| 5,334,335
|
vacant
| 5
|
2023-02-19
|
COMM-0795311
|
Abuja
|
office
| 132
| 4,557,517
|
vacant
| 2
|
2024-12-04
|
COMM-0395651
|
Lagos
|
warehouse
| 4,626
| 59,170,055
|
occupied
| 5
|
2022-07-08
|
COMM-0773825
|
Calabar
|
retail_shop
| 172
| 5,744,871
|
vacant
| 5
|
2024-06-09
|
COMM-0036949
|
Kano
|
retail_shop
| 138
| 7,666,266
|
occupied
| 3
|
2025-01-27
|
COMM-0999570
|
Lagos
|
retail_shop
| 97
| 4,375,146
|
occupied
| 1
|
2023-01-11
|
COMM-0923001
|
Owerri
|
warehouse
| 4,064
| 58,805,085
|
occupied
| 5
|
2023-10-05
|
COMM-0706131
|
Abuja
|
showroom
| 225
| 11,827,898
|
occupied
| 1
|
2023-02-27
|
COMM-0766736
|
Port Harcourt
|
showroom
| 217
| 6,107,297
|
occupied
| 3
|
2025-03-22
|
COMM-0899654
|
Lagos
|
office
| 380
| 14,785,775
|
occupied
| 2
|
2022-09-22
|
COMM-0509819
|
Owerri
|
warehouse
| 1,192
| 9,445,958
|
vacant
| 1
|
2024-07-30
|
COMM-0704856
|
Lagos
|
office
| 93
| 1,424,606
|
occupied
| 3
|
2024-01-02
|
COMM-0596236
|
Owerri
|
office
| 145
| 2,532,311
|
occupied
| 3
|
2024-05-12
|
COMM-0026905
|
Abuja
|
warehouse
| 730
| 10,712,901
|
occupied
| 1
|
2023-12-11
|
COMM-0288789
|
Abuja
|
warehouse
| 4,423
| 56,854,617
|
occupied
| 3
|
2025-02-25
|
COMM-0641559
|
Abuja
|
showroom
| 107
| 2,810,431
|
occupied
| 5
|
2023-05-14
|
COMM-0189248
|
Lagos
|
showroom
| 293
| 7,699,665
|
occupied
| 1
|
2023-04-04
|
COMM-0182652
|
Abuja
|
showroom
| 272
| 12,684,941
|
occupied
| 5
|
2024-12-04
|
COMM-0937674
|
Benin City
|
warehouse
| 2,109
| 11,406,593
|
vacant
| 2
|
2024-05-29
|
COMM-0056001
|
Ibadan
|
retail_shop
| 156
| 6,142,183
|
vacant
| 1
|
2022-10-23
|
COMM-0470566
|
Port Harcourt
|
warehouse
| 1,343
| 16,473,345
|
occupied
| 2
|
2023-02-08
|
COMM-0375898
|
Calabar
|
office
| 171
| 7,118,056
|
vacant
| 1
|
2024-03-07
|
COMM-0807984
|
Owerri
|
retail_shop
| 70
| 2,047,289
|
occupied
| 2
|
2023-12-18
|
COMM-0629015
|
Lagos
|
showroom
| 89
| 3,335,503
|
vacant
| 1
|
2024-02-17
|
COMM-0382938
|
Lagos
|
warehouse
| 787
| 5,001,220
|
vacant
| 2
|
2024-01-11
|
COMM-0372591
|
Lagos
|
retail_shop
| 248
| 11,778,332
|
occupied
| 5
|
2025-01-11
|
COMM-0097118
|
Lagos
|
office
| 347
| 13,437,837
|
vacant
| 1
|
2022-08-28
|
COMM-0800252
|
Ibadan
|
office
| 429
| 14,450,049
|
occupied
| 2
|
2023-05-01
|
COMM-0420532
|
Calabar
|
showroom
| 37
| 1,800,814
|
vacant
| 1
|
2025-01-22
|
COMM-0897653
|
Abuja
|
office
| 489
| 24,190,770
|
vacant
| 3
|
2023-01-25
|
COMM-0820472
|
Lagos
|
retail_shop
| 112
| 3,070,781
|
occupied
| 1
|
2022-03-22
|
COMM-0231263
|
Port Harcourt
|
showroom
| 268
| 8,204,843
|
occupied
| 5
|
2023-08-25
|
COMM-0016130
|
Port Harcourt
|
retail_shop
| 209
| 6,427,132
|
occupied
| 1
|
2022-04-05
|
COMM-0879952
|
Lagos
|
showroom
| 250
| 10,816,279
|
occupied
| 3
|
2023-08-04
|
COMM-0714228
|
Lagos
|
showroom
| 138
| 6,317,000
|
vacant
| 1
|
2024-02-29
|
COMM-0621103
|
Kano
|
showroom
| 189
| 8,390,671
|
occupied
| 3
|
2024-11-02
|
COMM-0667735
|
Abuja
|
warehouse
| 4,924
| 30,104,577
|
vacant
| 5
|
2025-01-15
|
COMM-0928707
|
Abuja
|
showroom
| 226
| 10,727,267
|
occupied
| 1
|
2022-06-29
|
COMM-0560924
|
Lagos
|
showroom
| 62
| 3,072,303
|
occupied
| 3
|
2023-01-26
|
COMM-0716168
|
Lagos
|
office
| 460
| 22,901,292
|
occupied
| 5
|
2022-01-19
|
COMM-0683376
|
Abuja
|
office
| 482
| 14,248,418
|
occupied
| 2
|
2024-01-28
|
COMM-0219490
|
Lagos
|
showroom
| 192
| 4,376,113
|
occupied
| 1
|
2023-05-16
|
COMM-0551168
|
Lagos
|
warehouse
| 3,547
| 37,526,587
|
occupied
| 5
|
2024-04-19
|
COMM-0860833
|
Lagos
|
warehouse
| 3,097
| 39,446,401
|
occupied
| 1
|
2024-05-20
|
COMM-0911747
|
Abuja
|
warehouse
| 4,145
| 45,994,538
|
vacant
| 2
|
2023-05-06
|
COMM-0405694
|
Benin City
|
showroom
| 168
| 10,021,085
|
occupied
| 1
|
2023-12-16
|
COMM-0027655
|
Ibadan
|
warehouse
| 4,869
| 52,354,943
|
occupied
| 3
|
2024-08-15
|
COMM-0163672
|
Port Harcourt
|
office
| 67
| 2,181,428
|
occupied
| 5
|
2024-02-16
|
COMM-0330886
|
Lagos
|
retail_shop
| 284
| 14,651,612
|
occupied
| 1
|
2023-08-22
|
COMM-0460946
|
Lagos
|
retail_shop
| 74
| 3,726,101
|
occupied
| 3
|
2024-05-18
|
COMM-0218700
|
Lagos
|
office
| 89
| 1,432,519
|
occupied
| 3
|
2022-11-02
|
COMM-0814620
|
Kano
|
retail_shop
| 198
| 7,093,254
|
occupied
| 2
|
2022-07-14
|
COMM-0125341
|
Enugu
|
retail_shop
| 192
| 7,902,056
|
occupied
| 2
|
2023-12-25
|
COMM-0787804
|
Lagos
|
warehouse
| 4,151
| 52,867,937
|
occupied
| 3
|
2023-11-14
|
End of preview. Expand
in Data Studio
Nigeria Real Estate – Commercial Properties
Dataset Description
Offices, shops, warehouses for rent/sale with occupancy, lease terms.
Category: Property Listings & Sales
Rows: 100,000
Format: CSV, Parquet
License: MIT
Synthetic: Yes (generated using reference data from PropertyPro, Knight Frank, NBS, CBN, FMBN)
Dataset Structure
Schema
- property_id: string
- city: string
- commercial_type: string
- size_sqm: integer
- annual_rent: integer
- occupancy_status: string
- lease_term_years: integer
- listing_date: string
Sample Data
| property_id | city | commercial_type | size_sqm | annual_rent | occupancy_status | lease_term_years | listing_date |
|:--------------|:--------------|:------------------|-----------:|--------------:|:-------------------|-------------------:|:---------------|
| COMM-0708125 | Kano | office | 340 | 6984431 | occupied | 2 | 2024-05-03 |
| COMM-0919426 | Benin City | warehouse | 3523 | 52630271 | occupied | 5 | 2023-04-16 |
| COMM-0649047 | Kano | warehouse | 723 | 5580530 | occupied | 5 | 2022-11-22 |
| COMM-0271738 | Port Harcourt | showroom | 193 | 4764099 | vacant | 2 | 2023-10-17 |
| COMM-0438423 | Enugu | office | 278 | 13060740 | occupied | 2 | 2022-02-27 |
Data Generation Methodology
This dataset was synthetically generated using:
Reference Sources:
- PropertyPro & Nigeria Property Centre - listing prices, property types, locations
- Knight Frank & Pam Golding - market reports, prime property indices, investment analysis
- NBS (National Bureau of Statistics) - real estate GDP contribution, construction statistics
- CBN (Central Bank of Nigeria) - mortgage lending data, interest rates
- FMBN (Federal Mortgage Bank) - NHF contributions, mortgage disbursements
- State land registries - title processing times, transaction volumes
Domain Constraints:
- Location pricing hierarchy (Lagos: Ikoyi > Lekki > Surulere > Ikorodu)
- Property types (detached, semi-detached, terrace, flat, bungalow)
- Title types (C of O, Deed of Assignment, Governor's Consent)
- Mortgage characteristics (3% penetration, 18-25% interest, 60-70% LTV)
- Rental yields (4-10% by location tier)
Quality Assurance:
- Distribution testing (price per sqm follows lognormal within tiers)
- Correlation validation (location-price r > 0.7, size-price r > 0.8)
- Causal consistency (property valuation models, market dynamics)
- Multi-scale coherence (property → neighborhood → city aggregations)
- Ethical considerations (representative, unbiased, privacy-preserving)
See QUALITY_ASSURANCE.md in the repository for full methodology.
Use Cases
- Machine Learning: Property price prediction, location scoring, investment ROI forecasting
- Market Analysis: Price trends, supply-demand dynamics, market segmentation
- Investment: Rental yield optimization, portfolio analysis, risk assessment
- Urban Planning: Housing demand forecasting, infrastructure impact analysis
- Research: Real estate market dynamics, affordability studies, diaspora investment patterns
Limitations
- Synthetic data: While grounded in real distributions from PropertyPro/Knight Frank/NBS, individual records are not real transactions
- Simplified dynamics: Some complex interactions (e.g., negotiation, market sentiment) are simplified
- Temporal scope: Covers 2022-2025; may not reflect longer-term trends or future policy changes
- Title issues: Models title problems statistically but doesn't capture full legal complexity
Citation
If you use this dataset, please cite:
@dataset{nigeria_realestate_2025,
title = {Nigeria Real Estate – Commercial Properties},
author = {Electric Sheep Africa},
year = {2025},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/electricsheepafrica/nigerian_realestate_commercial_properties}
}
Related Datasets
This dataset is part of the Nigeria Real Estate & Property Markets collection:
Contact
For questions, feedback, or collaboration:
- Organization: Electric Sheep Africa
- Collection: Nigeria Real Estate & Property Markets
- Repository: https://github.com/electricsheepafrica/nigerian-datasets
Changelog
Version 1.0.0 (October 2025)
- Initial release
- 100,000 synthetic records
- Quality-assured using PropertyPro/Knight Frank/NBS/CBN reference data
- Downloads last month
- 18
Size of downloaded dataset files:
2.02 MB
Size of the auto-converted Parquet files:
2.02 MB
Number of rows:
100,000