| # | fiscal_year | period_start | function | function_level | parent | status | value | unit |
|---|---|---|---|---|---|---|---|---|
| loading... | ||||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| fiscal_year | string | Kenyan fiscal year, e.g. 2024/25, opening on 1 July | - |
| period_start | date | 1 July of the fiscal year's first calendar year | - |
| function | string | COFOG function of government, as the source prints it | - |
| function_level | string | group, component or total. Components sum to the total; Economic Affairs is the sum of its own four children. Summing across levels double counts. | - |
| parent | string | Economic Affairs for its four children, null for everything else | - |
| status | string | final, revised or provisional | - |
| value | float64 | Spending in millions of shillings | - |
| unit | string | ksh_million | - |
import imibare as imi
df = imi.load("ke.knbs.county-expenditure-function.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-function_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.county-expenditure-function.annual/download" \
-o "ke.knbs.county-expenditure-function.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-function.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 LATEST91 rows · 6.0 KB · initial version
imibare contributors. (2026). County Governments Expenditure by Function [Data set]. imibare. v2026-08-19. https://imibare.org/datasets/ke.knbs.county-expenditure-function.annual
@dataset{imibare_ke_knbs_county-expenditure-function_annual, author = {imibare contributors}, title = {County Governments Expenditure by Function}, year = {2026}, publisher = {imibare}, version = {v2026-08-19}, url = {https://imibare.org/datasets/ke.knbs.county-expenditure-function.annual} }
imibare contributors. County Governments Expenditure by Function. v2026-08-19. imibare, 2026. https://imibare.org/datasets/ke.knbs.county-expenditure-function.annual.
imibare contributors. County Governments Expenditure by Function. v2026-08-19, imibare, 2026, https://imibare.org/datasets/ke.knbs.county-expenditure-function.annual.