| # | fiscal_year | period_start | category | status | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| fiscal_year | string | Kenyan fiscal year, e.g. 2023/24, opening on 1 July | - |
| period_start | date | 1 July of the fiscal year's first calendar year | - |
| category | string | Domestic, Small Commercial, Commercial Industrial, Off Peak (Interruptible), Street Lighting, E-Mobility, or Exports | - |
| status | string | final, provisional, or revised. One observation is revised: the Domestic yield for 2022/23, published provisionally at 22.75 and firmed at 20.39. | - |
| value | float64 | Average revenue per unit sold, shillings per kilowatt hour, null where the source publishes no figure | - |
| unit | string | ksh_per_kwh | - |
import imibare as imi
df = imi.load("ke.knbs.electricity-yield.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_electricity-yield_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.electricity-yield.annual/download" \
-o "ke.knbs.electricity-yield.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.electricity-yield.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.
- 2026-08-18 Aug 18, 2026 LATEST46 rows · 4.4 KB · initial version
imibare contributors. (2026). Average Electricity Yield by Customer Category [Data set]. imibare. v2026-08-18. https://imibare.org/datasets/ke.knbs.electricity-yield.annual
@dataset{imibare_ke_knbs_electricity-yield_annual, author = {imibare contributors}, title = {Average Electricity Yield by Customer Category}, year = {2026}, publisher = {imibare}, version = {v2026-08-18}, url = {https://imibare.org/datasets/ke.knbs.electricity-yield.annual} }
imibare contributors. Average Electricity Yield by Customer Category. v2026-08-18. imibare, 2026. https://imibare.org/datasets/ke.knbs.electricity-yield.annual.
imibare contributors. Average Electricity Yield by Customer Category. v2026-08-18, imibare, 2026, https://imibare.org/datasets/ke.knbs.electricity-yield.annual.