| # | census_year | geography | geography_level | indicator | value |
|---|---|---|---|---|---|
| loading... | |||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| census_year | int64 | Census reference year (2012 or 2022) | - |
| geography | string | Geographic unit name (Rwanda, province, or district) | - |
| geography_level | string | Geographic level - national, province, or district | - |
| indicator | string | Indicator slug. Values: population_total, population_male, population_female, sex_ratio (males per 100 females, derived), pop_density_per_km2, urban_population, rural_population, urbanization_pct, households_total, mean_household_size. | - |
| value | float64 | Indicator value in units implied by the indicator slug | - |
import imibare as imi
df = imi.load("rw.nisr.phc-main-indicators.irregular")
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_phc-main-indicators_irregular LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.nisr.phc-main-indicators.irregular/download" \
-o "rw.nisr.phc-main-indicators.irregular.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.phc-main-indicators.irregular"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.
- 2026-06-06 Jun 6, 2026 LATEST720 rows · 8.1 KB · initial version
imibare contributors. (2026). PHC Main Indicators [Data set]. imibare. v2026-06-06. https://imibare.org/datasets/rw.nisr.phc-main-indicators.irregular
@dataset{imibare_rw_nisr_phc-main-indicators_irregular, author = {imibare contributors}, title = {PHC Main Indicators}, year = {2026}, publisher = {imibare}, version = {v2026-06-06}, url = {https://imibare.org/datasets/rw.nisr.phc-main-indicators.irregular} }
imibare contributors. PHC Main Indicators. v2026-06-06. imibare, 2026. https://imibare.org/datasets/rw.nisr.phc-main-indicators.irregular.
imibare contributors. PHC Main Indicators. v2026-06-06, imibare, 2026, https://imibare.org/datasets/rw.nisr.phc-main-indicators.irregular.