| # | date | operator_category | breakdown | category | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| operator_category | string | Operator licence category: "public_postal", "international_courier", "international_courier_inbound", "regional_courier", or "domestic_intercity_courier". | - |
| breakdown | string | Which way the headcount is sliced: "contract", "gender", or "origin". The three are orthogonal slices of the same headcount, so total employees is the sum within one breakdown, not across all rows. | - |
| category | string | The specific slice value: contract in {temporary, permanent, outsourced}, gender in {female, male}, origin in {domestic, foreign}. | - |
| value | int64 | Number of employees in that operator category and slice for the quarter. | - |
| unit | string | Always "employees". | - |
import imibare as imi
df = imi.load("rw.rura.postal-staff.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_postal-staff_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.postal-staff.quarterly/download" \
-o "rw.rura.postal-staff.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.postal-staff.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 LATEST122 rows · 4.5 KB · initial version
imibare contributors. (2026). Postal & Courier Employment [Data set]. imibare. v2026-07-08. https://imibare.org/datasets/rw.rura.postal-staff.quarterly
@dataset{imibare_rw_rura_postal-staff_quarterly, author = {imibare contributors}, title = {Postal & Courier Employment}, year = {2026}, publisher = {imibare}, version = {v2026-07-08}, url = {https://imibare.org/datasets/rw.rura.postal-staff.quarterly} }
imibare contributors. Postal & Courier Employment. v2026-07-08. imibare, 2026. https://imibare.org/datasets/rw.rura.postal-staff.quarterly.
imibare contributors. Postal & Courier Employment. v2026-07-08, imibare, 2026, https://imibare.org/datasets/rw.rura.postal-staff.quarterly.