| # | date | operator | breakdown | category | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| operator | string | Telecom operator (e.g. "MTN Rwandacell Plc", "Airtel Rwanda Ltd"). | - |
| breakdown | string | Which dimension the category belongs to: "contract", "gender", or "origin". The three breakdowns are orthogonal slices of the same headcount and each sums to the operator total. | - |
| category | string | temporary | permanent | outsourced (contract); female | male (gender); domestic | foreign (origin). | - |
| value | int64 | Number of employees of that category for the operator in the quarter. | - |
| unit | string | Always "employees". | - |
import imibare as imi
df = imi.load("rw.rura.telecom-employment.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_telecom-employment_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.telecom-employment.quarterly/download" \
-o "rw.rura.telecom-employment.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.telecom-employment.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.
- 2026-07-05 Jul 5, 2026 LATEST1,001 rows · 6.0 KB · initial version
imibare contributors. (2026). Telecom Sector Employment [Data set]. imibare. v2026-07-05. https://imibare.org/datasets/rw.rura.telecom-employment.quarterly
@dataset{imibare_rw_rura_telecom-employment_quarterly, author = {imibare contributors}, title = {Telecom Sector Employment}, year = {2026}, publisher = {imibare}, version = {v2026-07-05}, url = {https://imibare.org/datasets/rw.rura.telecom-employment.quarterly} }
imibare contributors. Telecom Sector Employment. v2026-07-05. imibare, 2026. https://imibare.org/datasets/rw.rura.telecom-employment.quarterly.
imibare contributors. Telecom Sector Employment. v2026-07-05, imibare, 2026, https://imibare.org/datasets/rw.rura.telecom-employment.quarterly.