| # | year | activity | activity_level | valuation | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Reference year | - |
| activity | string | Economic activity as named in the source | - |
| activity_level | string | industry (sums to All Economic Activities), sub_industry (a component of one industry, so not additive with them) or aggregate | - |
| valuation | string | current_prices or constant_2016_prices | - |
| value | float64 | Value added, in the unit named alongside | - |
| unit | string | ksh_million | - |
import imibare as imi
df = imi.load("ke.knbs.gdp-by-activity.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_gdp-by-activity_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.gdp-by-activity.annual/download" \
-o "ke.knbs.gdp-by-activity.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.gdp-by-activity.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.
- 2026-08-15 Aug 15, 2026 LATEST410 rows · 7.8 KB · initial version
imibare contributors. (2026). GDP by Activity [Data set]. imibare. v2026-08-15. https://imibare.org/datasets/ke.knbs.gdp-by-activity.annual
@dataset{imibare_ke_knbs_gdp-by-activity_annual, author = {imibare contributors}, title = {GDP by Activity}, year = {2026}, publisher = {imibare}, version = {v2026-08-15}, url = {https://imibare.org/datasets/ke.knbs.gdp-by-activity.annual} }
imibare contributors. GDP by Activity. v2026-08-15. imibare, 2026. https://imibare.org/datasets/ke.knbs.gdp-by-activity.annual.
imibare contributors. GDP by Activity. v2026-08-15, imibare, 2026, https://imibare.org/datasets/ke.knbs.gdp-by-activity.annual.