| # | year | period_start | farm_scale | measure | status | value | unit |
|---|---|---|---|---|---|---|---|
| loading... | |||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year the sale was recorded in | - |
| period_start | date | 1 January of that year | - |
| farm_scale | string | large, small or all (the printed total) | - |
| measure | string | value (KSh million), annual_change (per cent, on the same farm_scale a year earlier; 2015's own figure is printed but checked against nothing here, since the dataset carries no 2014 level to derive a change from) or small_farm_share (per cent, small farms' share of the total; carried only on farm_scale=small rows, since it is a relationship between small and all rather than a property of large or all on its own). | - |
| status | string | final, revised or provisional | - |
| value | float64 | The measure's value, in the unit named alongside | - |
| unit | string | ksh_million for measure=value, percent otherwise | - |
import imibare as imi
df = imi.load("ke.knbs.farm-sales-by-scale.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_farm-sales-by-scale_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.farm-sales-by-scale.annual/download" \
-o "ke.knbs.farm-sales-by-scale.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.farm-sales-by-scale.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.
- 2026-08-22 Aug 22, 2026 LATEST70 rows · 5.0 KB · initial version
imibare contributors. (2026). Recorded Produce Sales by Farm Size [Data set]. imibare. v2026-08-22. https://imibare.org/datasets/ke.knbs.farm-sales-by-scale.annual
@dataset{imibare_ke_knbs_farm-sales-by-scale_annual, author = {imibare contributors}, title = {Recorded Produce Sales by Farm Size}, year = {2026}, publisher = {imibare}, version = {v2026-08-22}, url = {https://imibare.org/datasets/ke.knbs.farm-sales-by-scale.annual} }
imibare contributors. Recorded Produce Sales by Farm Size. v2026-08-22. imibare, 2026. https://imibare.org/datasets/ke.knbs.farm-sales-by-scale.annual.
imibare contributors. Recorded Produce Sales by Farm Size. v2026-08-22, imibare, 2026, https://imibare.org/datasets/ke.knbs.farm-sales-by-scale.annual.