| # | year | period_start | breakdown | item | item_level | status | value | unit |
|---|---|---|---|---|---|---|---|---|
| loading... | ||||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year | - |
| period_start | date | 30 June of the year, not 1 January: both tables' captions state the count is as at 30th June. | - |
| breakdown | string | region (Table 9.5) or category (Table 9.6). Two counts of the same customers; filter to one before summing. | - |
| item | string | The region or category name. Regions: Nairobi, Coast, Rift Valley, Western, Nyanza, Mt. Kenya, North Eastern, REP Customers. Categories: Domestic, Offpeak, Large Commercial & Industrial, Small Commercial, Street Lighting, Rural Electrification, E-Mobility, or Total. | - |
| item_level | string | component or total. Every region is component, since Table 9.5 publishes no total of its own; Table 9.6's Total is total and its other seven, or eight, categories are component. | - |
| status | string | final or provisional | - |
| value | float64 | Number of customers connected | - |
| unit | string | customers | - |
import imibare as imi
df = imi.load("ke.knbs.electricity-customers.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-customers_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.knbs.electricity-customers.annual/download" \
-o "ke.knbs.electricity-customers.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-customers.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 LATEST160 rows · 6.3 KB · initial version
imibare contributors. (2026). Electricity Customers by Region and Category [Data set]. imibare. v2026-08-18. https://imibare.org/datasets/ke.knbs.electricity-customers.annual
@dataset{imibare_ke_knbs_electricity-customers_annual, author = {imibare contributors}, title = {Electricity Customers by Region and Category}, year = {2026}, publisher = {imibare}, version = {v2026-08-18}, url = {https://imibare.org/datasets/ke.knbs.electricity-customers.annual} }
imibare contributors. Electricity Customers by Region and Category. v2026-08-18. imibare, 2026. https://imibare.org/datasets/ke.knbs.electricity-customers.annual.
imibare contributors. Electricity Customers by Region and Category. v2026-08-18, imibare, 2026, https://imibare.org/datasets/ke.knbs.electricity-customers.annual.