| # | date | segment | breakdown | label | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| segment | string | One of fixed_subscriptions, mobile_subscriptions (both broken down by technology), fixed_traffic, or mobile_traffic (both broken down by operator). | - |
| breakdown | string | The dimension the label belongs to, either "technology" or "operator". | - |
| label | string | Technology (Satellite, Terrestrial fixed wireless, Fiber-to-the Home/Premises, EDGE, 3G, 4G) or operator name (e.g. "MTN Rwandacell Plc"). | - |
| value | float64 | Subscriptions (count) or data traffic (gigabytes) for the quarter. | - |
| unit | string | Either "subscriptions" or "gigabytes". | - |
import imibare as imi
df = imi.load("rw.rura.internet.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_internet_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.internet.quarterly/download" \
-o "rw.rura.internet.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.internet.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.
- 2026-08-02 Aug 2, 2026 LATEST136 rows · 5.0 KB · +40 rows
- 2026-07-05 Jul 5, 202696 rows · 4.8 KB · initial version
imibare contributors. (2026). Internet Subscriptions and Traffic [Data set]. imibare. v2026-08-02. https://imibare.org/datasets/rw.rura.internet.quarterly
@dataset{imibare_rw_rura_internet_quarterly, author = {imibare contributors}, title = {Internet Subscriptions and Traffic}, year = {2026}, publisher = {imibare}, version = {v2026-08-02}, url = {https://imibare.org/datasets/rw.rura.internet.quarterly} }
imibare contributors. Internet Subscriptions and Traffic. v2026-08-02. imibare, 2026. https://imibare.org/datasets/rw.rura.internet.quarterly.
imibare contributors. Internet Subscriptions and Traffic. v2026-08-02, imibare, 2026, https://imibare.org/datasets/rw.rura.internet.quarterly.