| # | date | mode | indicator | value | unit |
|---|---|---|---|---|---|
| loading... | |||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2022-12-31 for Q4 2022). | - |
| mode | string | Transport mode: public_bus, school_bus, car_rental, taxi_cab, motorcycle, goods, driving_school, or inland_water. | - |
| indicator | string | operators (licensed companies/cooperatives), fleet (vehicles), individual_operators (individual goods transporters), or vessels_goods / vessels_persons (inland water). | - |
| value | int64 | Count for the quarter. | count |
| unit | string | Always "count". | - |
import imibare as imi
df = imi.load("rw.rura.transport-operators.quarterly")
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_rura_transport-operators_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.transport-operators.quarterly/download" \
-o "rw.rura.transport-operators.quarterly.parquet"# List all datasets
curl "https://api.imibare.org/v1/datasets"
# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/rw.rura.transport-operators.quarterly"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.
- 2026-07-08 Jul 8, 2026 LATEST86 rows · 3.8 KB · initial version
imibare contributors. (2026). Licensed Transport Operators & Fleet [Data set]. imibare. v2026-07-08. https://imibare.org/datasets/rw.rura.transport-operators.quarterly
@dataset{imibare_rw_rura_transport-operators_quarterly, author = {imibare contributors}, title = {Licensed Transport Operators & Fleet}, year = {2026}, publisher = {imibare}, version = {v2026-07-08}, url = {https://imibare.org/datasets/rw.rura.transport-operators.quarterly} }
imibare contributors. Licensed Transport Operators & Fleet. v2026-07-08. imibare, 2026. https://imibare.org/datasets/rw.rura.transport-operators.quarterly.
imibare contributors. Licensed Transport Operators & Fleet. v2026-07-08, imibare, 2026, https://imibare.org/datasets/rw.rura.transport-operators.quarterly.