| # | year | period_start | section | activity | activity_level | status | value | unit |
|---|---|---|---|---|---|---|---|---|
| loading... | ||||||||
SCROLL FOR MORE COLUMNS →
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year, 2020 to 2024 | - |
| period_start | date | 1 January of the year, for time-series joins | - |
| section | string | One of the 21 activity sections, as printed, or ALL SECTIONS for the national total. Nineteen are typed in capitals and two are not, which is the source's own typesetting | - |
| activity | string | One of the 183 economic activities, or ALL ACTIVITIES on a section total and on the national total | - |
| activity_level | string | activity for a single activity; section for a section's printed total, which is the sum of its activities; total for the printed Grand Total, which is the sum of the 21 section totals | - |
| status | string | final, or provisional for 2024, which the source marks | - |
| value | float64 | People in wage employment. Null for Activities not adequately defined, which the source names and prints no figure for | - |
| unit | string | Always employees | - |
import imibare as imi
df = imi.load("ke.knbs.wage-employment-by-industry.annual")
print(df.head())import duckdb
duckdb.sql("""
SELECT *
FROM read_parquet('https://api.imibare.org/v1/data/ke.knbs.wage-employment-by-industry.annual/download')
LIMIT 10
""").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.wage-employment-by-industry.annual/download" \
-o "ke.knbs.wage-employment-by-industry.annual.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.wage-employment-by-industry.annual"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.
- 2026-09-10 Sep 10, 2026 LATEST1,025 rows · 16.7 KB · initial version
Kenya National Bureau of Statistics. (2026). Wage Employment by Industry [Data set] (Version 2026-09-10). Distributed by imibare. https://imibare.org/datasets/ke.knbs.wage-employment-by-industry.annual
@dataset{imibare_ke_knbs_wage-employment-by-industry_annual, author = {Kenya National Bureau of Statistics}, title = {Wage Employment by Industry}, year = {2026}, version = {2026-09-10}, howpublished = {Distributed by imibare}, url = {https://imibare.org/datasets/ke.knbs.wage-employment-by-industry.annual} }
Kenya National Bureau of Statistics. Wage Employment by Industry. Version 2026-09-10. Distributed by imibare, 2026. https://imibare.org/datasets/ke.knbs.wage-employment-by-industry.annual.
Kenya National Bureau of Statistics. Wage Employment by Industry. Version 2026-09-10, distributed by imibare, 2026, https://imibare.org/datasets/ke.knbs.wage-employment-by-industry.annual.