| # | fiscal_year | period_start | item | item_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 | - |
| item | string | Economic classification, as the source prints it | - |
| item_level | string | group, component or total. Components sum to the total; groups are the sum of their own children. Summing across levels double counts. | - |
| parent | string | The group a component belongs to, or null for the five components that sit at the top level with no group above them | - |
| 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-economic.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-economic_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.county-expenditure-economic.annual/download" \
-o "ke.knbs.county-expenditure-economic.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-economic.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 LATEST203 rows · 7.4 KB · initial version
imibare contributors. (2026). County Governments Expenditure by Economic Classification [Data set]. imibare. v2026-08-19. https://imibare.org/datasets/ke.knbs.county-expenditure-economic.annual
@dataset{imibare_ke_knbs_county-expenditure-economic_annual, author = {imibare contributors}, title = {County Governments Expenditure by Economic Classification}, year = {2026}, publisher = {imibare}, version = {v2026-08-19}, url = {https://imibare.org/datasets/ke.knbs.county-expenditure-economic.annual} }
imibare contributors. County Governments Expenditure by Economic Classification. v2026-08-19. imibare, 2026. https://imibare.org/datasets/ke.knbs.county-expenditure-economic.annual.
imibare contributors. County Governments Expenditure by Economic Classification. v2026-08-19, imibare, 2026, https://imibare.org/datasets/ke.knbs.county-expenditure-economic.annual.