| # | fiscal_year | period_start | county | row_level | expense_type | expense_level | status | value | unit |
|---|---|---|---|---|---|---|---|---|---|
| loading... | |||||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| fiscal_year | string | Kenyan fiscal year, read from the table's own caption | - |
| period_start | date | 1 July of the fiscal year's first calendar year | - |
| county | string | County name as ke.knbs.population.irregular publishes it, or Total | - |
| row_level | string | county or total. The per-sheet subtotals KNBS prints are not published: each adds up whichever counties fit on that page. | - |
| expense_type | string | Economic classification, named as ke.knbs.county-expenditure-economic.annual names it so the two join | - |
| expense_level | string | component or total | - |
| status | string | final or provisional | - |
| value | float64 | Spending in millions of shillings | - |
| unit | string | ksh_million | - |
import imibare as imi
df = imi.load("ke.knbs.county-expenditure-by-county.annual")
print(df.head())import duckdb
duckdb.sql("""
ATTACH 'https://catalog.cloudflarestorage.com/imibare-data'
AS imi (TYPE ICEBERG, READ_ONLY)
""")
duckdb.sql("SELECT * FROM imi.ke_knbs_county-expenditure-by-county_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.county-expenditure-by-county.annual/download" \
-o "ke.knbs.county-expenditure-by-county.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.county-expenditure-by-county.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.
- 2026-08-19 Aug 19, 2026 LATEST432 rows · 8.5 KB · initial version
imibare contributors. (2026). County Expenditure by County and Economic Type [Data set]. imibare. v2026-08-19. https://imibare.org/datasets/ke.knbs.county-expenditure-by-county.annual
@dataset{imibare_ke_knbs_county-expenditure-by-county_annual, author = {imibare contributors}, title = {County Expenditure by County and Economic Type}, year = {2026}, publisher = {imibare}, version = {v2026-08-19}, url = {https://imibare.org/datasets/ke.knbs.county-expenditure-by-county.annual} }
imibare contributors. County Expenditure by County and Economic Type. v2026-08-19. imibare, 2026. https://imibare.org/datasets/ke.knbs.county-expenditure-by-county.annual.
imibare contributors. County Expenditure by County and Economic Type. v2026-08-19, imibare, 2026, https://imibare.org/datasets/ke.knbs.county-expenditure-by-county.annual.