| # | fiscal_year | fiscal_year_start | function | function_level | expenditure_type | value | unit |
|---|---|---|---|---|---|---|---|
| loading... | |||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| fiscal_year | string | Kenyan fiscal year in "YYYY/YY" format (e.g. "2024/25") | - |
| fiscal_year_start | date | First day of the fiscal year (July 1) | - |
| function | string | Function of government as named in the source | - |
| function_level | string | function (sums to the published total), sub_function (a component of one function, so not additive with them) or aggregate | - |
| expenditure_type | string | recurrent, development, or total | - |
| value | float64 | Expenditure, in the unit named alongside | - |
| unit | string | ksh_million | - |
import imibare as imi
df = imi.load("ke.knbs.expenditure-by-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_expenditure-by-function_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.expenditure-by-function.annual/download" \
-o "ke.knbs.expenditure-by-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.expenditure-by-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.
- 2026-08-16 Aug 16, 2026 LATEST435 rows · 8.4 KB · initial version
imibare contributors. (2026). National Government Expenditure by Function [Data set]. imibare. v2026-08-16. https://imibare.org/datasets/ke.knbs.expenditure-by-function.annual
@dataset{imibare_ke_knbs_expenditure-by-function_annual, author = {imibare contributors}, title = {National Government Expenditure by Function}, year = {2026}, publisher = {imibare}, version = {v2026-08-16}, url = {https://imibare.org/datasets/ke.knbs.expenditure-by-function.annual} }
imibare contributors. National Government Expenditure by Function. v2026-08-16. imibare, 2026. https://imibare.org/datasets/ke.knbs.expenditure-by-function.annual.
imibare contributors. National Government Expenditure by Function. v2026-08-16, imibare, 2026, https://imibare.org/datasets/ke.knbs.expenditure-by-function.annual.