| # | survey_round | geography | geography_level | residence | indicator | value | unit |
|---|---|---|---|---|---|---|---|
| loading... | |||||||
SCROLL FOR MORE COLUMNS →
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| survey_round | string | 2023/24, the round of the Kenya Housing and Real Estate Surveys | - |
| geography | string | County name as ke.knbs.population.irregular publishes it, so the two join; or KENYA for the national row | - |
| geography_level | string | county or national | - |
| residence | string | total, rural or urban; Mombasa, Isiolo and Nairobi City carry no rural row because the source prints none | - |
| indicator | string | Always rent_share_of_expenditure | - |
| value | float64 | Rent as a percentage of the renting household's expenditure | - |
| unit | string | Always per_cent | - |
import imibare as imi
df = imi.load("ke.knbs.rent-share.irregular")
print(df.head()) import duckdb
duckdb.sql("""
SELECT *
FROM read_parquet('https://api.imibare.org/v1/data/ke.knbs.rent-share.irregular/download')
LIMIT 10
""").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.rent-share.irregular/download" \
-o "ke.knbs.rent-share.irregular.parquet" # List all datasets
curl "https://api.imibare.org/v1/datasets"
# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/ke.knbs.rent-share.irregular" Every version is a change in the data, and every one is retained; snapshots are never overwritten. Each entry is a dated Parquet snapshot in the dataset's versions/ archive.
- 2026-09-07 Sep 7, 2026 LATEST141 rows · 5.6 KB · initial version
Kenya National Bureau of Statistics. (2026). Rent as a Share of Household Expenditure by County [Data set] (Version 2026-09-07). Distributed by imibare. https://imibare.org/datasets/ke.knbs.rent-share.irregular
@dataset{imibare_ke_knbs_rent-share_irregular, author = {Kenya National Bureau of Statistics}, title = {Rent as a Share of Household Expenditure by County}, year = {2026}, version = {2026-09-07}, howpublished = {Distributed by imibare}, url = {https://imibare.org/datasets/ke.knbs.rent-share.irregular} }
Kenya National Bureau of Statistics. Rent as a Share of Household Expenditure by County. Version 2026-09-07. Distributed by imibare, 2026. https://imibare.org/datasets/ke.knbs.rent-share.irregular.
Kenya National Bureau of Statistics. Rent as a Share of Household Expenditure by County. Version 2026-09-07, distributed by imibare, 2026, https://imibare.org/datasets/ke.knbs.rent-share.irregular.