| # | year | period | topic | category | value |
|---|---|---|---|---|---|
| loading... | |||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Fiscal-year start year (2021 for 2021-2022, etc.). | - |
| period | string | Fiscal-year label as published (e.g. "2021-2022"). | - |
| topic | string | Sub-table slug. Values: production (output by treatment center, m3), price (tariff by consumption block, Rwf/m3), customers (connections by district, count), consumption (use by category, m3). | - |
| category | string | Category within the topic: a treatment-center name (production), a consumption block such as "0-5m3" (price), a district (customers), or a usage category (consumption). | - |
| value | float64 | Value for the given fiscal year, topic, and category, in the topic's unit (m3, Rwf/m3, or count). | - |
import imibare as imi
df = imi.load("rw.nisr.water-supply.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.rw_nisr_water-supply_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.nisr.water-supply.annual/download" \
-o "rw.nisr.water-supply.annual.parquet"# List all datasets
curl "https://api.imibare.org/v1/datasets"
# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/rw.nisr.water-supply.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.
- 2026-07-03 Jul 3, 2026 LATEST252 rows · 5.4 KB · initial version
imibare contributors. (2026). Water Supply [Data set]. imibare. v2026-07-03. https://imibare.org/datasets/rw.nisr.water-supply.annual
@dataset{imibare_rw_nisr_water-supply_annual, author = {imibare contributors}, title = {Water Supply}, year = {2026}, publisher = {imibare}, version = {v2026-07-03}, url = {https://imibare.org/datasets/rw.nisr.water-supply.annual} }
imibare contributors. Water Supply. v2026-07-03. imibare, 2026. https://imibare.org/datasets/rw.nisr.water-supply.annual.
imibare contributors. Water Supply. v2026-07-03, imibare, 2026, https://imibare.org/datasets/rw.nisr.water-supply.annual.