| # | 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 | component, group, block_total, memo or total. Summing across levels double counts; see source_description for what each one means. | - |
| parent | string | The block or group this row sits inside, or null for the three figures and the total that sit at the top level. A block heading carries no figure of its own, so it appears here and not as a row. | - |
| status | string | final, revised or provisional | - |
| value | float64 | Expense in millions of shillings | - |
| unit | string | ksh_million | - |
import imibare as imi
df = imi.load("ke.knbs.government-expense-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_government-expense-economic_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.government-expense-economic.annual/download" \
-o "ke.knbs.government-expense-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.government-expense-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.
- 2026-08-20 Aug 20, 2026 LATEST204 rows · 7.5 KB · initial version
imibare contributors. (2026). National Government Expense by Economic Type [Data set]. imibare. v2026-08-20. https://imibare.org/datasets/ke.knbs.government-expense-economic.annual
@dataset{imibare_ke_knbs_government-expense-economic_annual, author = {imibare contributors}, title = {National Government Expense by Economic Type}, year = {2026}, publisher = {imibare}, version = {v2026-08-20}, url = {https://imibare.org/datasets/ke.knbs.government-expense-economic.annual} }
imibare contributors. National Government Expense by Economic Type. v2026-08-20. imibare, 2026. https://imibare.org/datasets/ke.knbs.government-expense-economic.annual.
imibare contributors. National Government Expense by Economic Type. v2026-08-20, imibare, 2026, https://imibare.org/datasets/ke.knbs.government-expense-economic.annual.