| # | year | period_start | product | status | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year | - |
| period_start | date | 1 January of that year | - |
| product | string | Beef, Pig Meat or Whole Milk | - |
| status | string | final, revised or provisional | - |
| value | float64 | Price to producers, in the unit its own product names | - |
| unit | string | ksh_per_kg for the two meats, ksh_per_litre for milk | - |
import imibare as imi
df = imi.load("ke.knbs.livestock-producer-prices.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_livestock-producer-prices_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.livestock-producer-prices.annual/download" \
-o "ke.knbs.livestock-producer-prices.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.livestock-producer-prices.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 LATEST39 rows · 4.3 KB · initial version
imibare contributors. (2026). Producer Prices for Meat and Whole Milk [Data set]. imibare. v2026-08-23. https://imibare.org/datasets/ke.knbs.livestock-producer-prices.annual
@dataset{imibare_ke_knbs_livestock-producer-prices_annual, author = {imibare contributors}, title = {Producer Prices for Meat and Whole Milk}, year = {2026}, publisher = {imibare}, version = {v2026-08-23}, url = {https://imibare.org/datasets/ke.knbs.livestock-producer-prices.annual} }
imibare contributors. Producer Prices for Meat and Whole Milk. v2026-08-23. imibare, 2026. https://imibare.org/datasets/ke.knbs.livestock-producer-prices.annual.
imibare contributors. Producer Prices for Meat and Whole Milk. v2026-08-23, imibare, 2026, https://imibare.org/datasets/ke.knbs.livestock-producer-prices.annual.