| # | category | level | parent | path | parent_path | year | period_start | value | unit | status |
|---|---|---|---|---|---|---|---|---|---|---|
| loading... | ||||||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| category | string | The node's own name. Six of them repeat under different parents, so this is not a key on its own | - |
| level | string | total, category, component or sub_component. Summing value without filtering on this triple-counts | - |
| parent | string | The name of the node above, or empty for the grand total | - |
| path | string | The node's full ancestry joined by " > ". This is the key: `Primary` and `Processed` each name three different nodes and `Other` names two | - |
| parent_path | string | The parent's path, or empty for the grand total | - |
| year | int64 | Calendar year the exports were shipped in | - |
| period_start | date | First day of that calendar year | - |
| value | float64 | The figure as printed, in thousands of Kenya shillings | - |
| unit | string | Always ksh_thousand | - |
| status | string | final, or provisional for a year the source marks with an asterisk | - |
import imibare as imi
df = imi.load("ke.knbs.exports-by-economic-category.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_exports-by-economic-category_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.exports-by-economic-category.annual/download" \
-o "ke.knbs.exports-by-economic-category.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.exports-by-economic-category.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.
- 2026-08-25 Aug 25, 2026 LATEST300 rows · 10.0 KB · initial version
imibare contributors. (2026). Domestic Exports by Broad Economic Category [Data set]. imibare. v2026-08-25. https://imibare.org/datasets/ke.knbs.exports-by-economic-category.annual
@dataset{imibare_ke_knbs_exports-by-economic-category_annual, author = {imibare contributors}, title = {Domestic Exports by Broad Economic Category}, year = {2026}, publisher = {imibare}, version = {v2026-08-25}, url = {https://imibare.org/datasets/ke.knbs.exports-by-economic-category.annual} }
imibare contributors. Domestic Exports by Broad Economic Category. v2026-08-25. imibare, 2026. https://imibare.org/datasets/ke.knbs.exports-by-economic-category.annual.
imibare contributors. Domestic Exports by Broad Economic Category. v2026-08-25, imibare, 2026, https://imibare.org/datasets/ke.knbs.exports-by-economic-category.annual.