| # | year | topic | category | value |
|---|---|---|---|---|
| loading... | ||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year (2023-2024). | - |
| topic | string | Values: licenses (driving licenses by sex) and inspections (vehicle inspections). | - |
| category | string | For licenses: female, male, total. For inspections: inspections_carried, vehicles_passed. | - |
| value | float64 | Count for the given year, topic, and category. | - |
import imibare as imi
df = imi.load("rw.nisr.driver-licensing.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_driver-licensing_annual LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.nisr.driver-licensing.annual/download" \
-o "rw.nisr.driver-licensing.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.driver-licensing.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.
- 2026-08-20 Aug 20, 2026 LATEST10 rows · 2.9 KB · same row count
- 2026-07-03 Jul 3, 202610 rows · 2.8 KB · initial version
imibare contributors. (2026). Driver Licensing [Data set]. imibare. v2026-08-20. https://imibare.org/datasets/rw.nisr.driver-licensing.annual
@dataset{imibare_rw_nisr_driver-licensing_annual, author = {imibare contributors}, title = {Driver Licensing}, year = {2026}, publisher = {imibare}, version = {v2026-08-20}, url = {https://imibare.org/datasets/rw.nisr.driver-licensing.annual} }
imibare contributors. Driver Licensing. v2026-08-20. imibare, 2026. https://imibare.org/datasets/rw.nisr.driver-licensing.annual.
imibare contributors. Driver Licensing. v2026-08-20, imibare, 2026, https://imibare.org/datasets/rw.nisr.driver-licensing.annual.