| # | year | period_start | series | status | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year | - |
| period_start | date | 1 January of that year | - |
| series | string | Recorded Marketed Milk Production, or one of the three processed products under Processed Milk. The group name is kept because the source prints it over them and Butter and Ghee alone would not say these are processor output. | - |
| status | string | final, revised or provisional | - |
| value | float64 | Volume, in the unit its own series names | - |
| unit | string | mn_litres for the two milk series, tonnes for butter and ghee and for cheese. Wholemilk and cream is in wholemilk equivalent, which the source footnotes. | - |
import imibare as imi
df = imi.load("ke.knbs.dairy-production.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_dairy-production_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.dairy-production.annual/download" \
-o "ke.knbs.dairy-production.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.dairy-production.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.
- 2026-08-23 Aug 23, 2026 LATEST52 rows · 4.5 KB · initial version
imibare contributors. (2026). Dairy Production, Marketed and Processed [Data set]. imibare. v2026-08-23. https://imibare.org/datasets/ke.knbs.dairy-production.annual
@dataset{imibare_ke_knbs_dairy-production_annual, author = {imibare contributors}, title = {Dairy Production, Marketed and Processed}, year = {2026}, publisher = {imibare}, version = {v2026-08-23}, url = {https://imibare.org/datasets/ke.knbs.dairy-production.annual} }
imibare contributors. Dairy Production, Marketed and Processed. v2026-08-23. imibare, 2026. https://imibare.org/datasets/ke.knbs.dairy-production.annual.
imibare contributors. Dairy Production, Marketed and Processed. v2026-08-23, imibare, 2026, https://imibare.org/datasets/ke.knbs.dairy-production.annual.