| # | date | operator | plan_type | value | unit |
|---|---|---|---|---|---|
| loading... | |||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Month-end date (e.g. 2024-12-31 for December 2024). | - |
| operator | string | MTN Rwandacell, Airtel Rwanda, or Total (sum of operators). | - |
| plan_type | string | postpaid, prepaid, or total (postpaid + prepaid). | - |
| value | float64 | Number of mobile-cellular subscriptions (active SIM cards). | - |
| unit | string | Always "subscriptions". | - |
import imibare as imi
df = imi.load("rw.rura.mobile-subscriptions.monthly")
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_mobile-subscriptions_monthly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.mobile-subscriptions.monthly/download" \
-o "rw.rura.mobile-subscriptions.monthly.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.mobile-subscriptions.monthly"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.
- 2026-07-04 Jul 4, 2026 LATEST342 rows · 6.0 KB · initial version
imibare contributors. (2026). Mobile-Cellular Subscriptions [Data set]. imibare. v2026-07-04. https://imibare.org/datasets/rw.rura.mobile-subscriptions.monthly
@dataset{imibare_rw_rura_mobile-subscriptions_monthly, author = {imibare contributors}, title = {Mobile-Cellular Subscriptions}, year = {2026}, publisher = {imibare}, version = {v2026-07-04}, url = {https://imibare.org/datasets/rw.rura.mobile-subscriptions.monthly} }
imibare contributors. Mobile-Cellular Subscriptions. v2026-07-04. imibare, 2026. https://imibare.org/datasets/rw.rura.mobile-subscriptions.monthly.
imibare contributors. Mobile-Cellular Subscriptions. v2026-07-04, imibare, 2026, https://imibare.org/datasets/rw.rura.mobile-subscriptions.monthly.