| # | fiscal_year | fiscal_year_start | section | item_code | item | item_path | item_level | status | 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) | - |
| section | string | operations (the account itself), financing (how the deficit was met) or memorandum (debt redemption, printed below the account and not part of it) | - |
| item_code | string | The item number the source prints, e.g. "6" or "6.1". Empty for FINANCING, which the source numbers only in its caption. | - |
| item | string | Row name as printed in the source | - |
| item_path | string | The row's name preceded by the headline it sits under, e.g. "Net Incurrence of liabilities > Domestic". Unique within a fiscal year, which item alone is not. | - |
| item_level | string | headline, or component of the headline above it | - |
| status | string | final, revised or provisional, as the source marks the year | - |
| value | float64 | Amount, in the unit named alongside. Negative for a deficit. | - |
| unit | string | ksh_million | - |
import imibare as imi
df = imi.load("ke.knbs.government-operations.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-operations_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.government-operations.annual/download" \
-o "ke.knbs.government-operations.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-operations.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.
- 2026-08-17 Aug 17, 2026 LATEST98 rows · 7.6 KB · initial version
imibare contributors. (2026). National Government Operations [Data set]. imibare. v2026-08-17. https://imibare.org/datasets/ke.knbs.government-operations.annual
@dataset{imibare_ke_knbs_government-operations_annual, author = {imibare contributors}, title = {National Government Operations}, year = {2026}, publisher = {imibare}, version = {v2026-08-17}, url = {https://imibare.org/datasets/ke.knbs.government-operations.annual} }
imibare contributors. National Government Operations. v2026-08-17. imibare, 2026. https://imibare.org/datasets/ke.knbs.government-operations.annual.
imibare contributors. National Government Operations. v2026-08-17, imibare, 2026, https://imibare.org/datasets/ke.knbs.government-operations.annual.