| # | date | category | indicator | value | unit |
|---|---|---|---|---|---|
| loading... | |||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| category | string | Canonical indicator group: SUBSCRIPTIONS, MOBILE MONEY, VOICE TRAFFIC IN MINUTES, ROAMING SUBSCRIBERS, ROAMING TRAFFIC, SMS TRAFFIC, INTERNET, MEDIA AND BROADCASTING, or OTHER (long-tail radio/TV/postal counts). | - |
| indicator | string | Indicator label, e.g. "Mobile-Cellular Subscriptions". | - |
| value | float64 | Indicator value for the quarter. | - |
| unit | string | Unit of the value: subscriptions, sim_cards, per_100_inhabitants, minutes, count (messages/subscribers), or mbps. | - |
import imibare as imi
df = imi.load("rw.rura.telecom.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_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.telecom.quarterly/download" \
-o "rw.rura.telecom.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.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.
- 2026-07-07 Jul 7, 2026 LATEST921 rows · 10.8 KB · +869 rows
- 2026-07-03 Jul 3, 202652 rows · 4.6 KB · initial version
imibare contributors. (2026). Telecom & ICT Indicators [Data set]. imibare. v2026-07-07. https://imibare.org/datasets/rw.rura.telecom.quarterly
@dataset{imibare_rw_rura_telecom_quarterly, author = {imibare contributors}, title = {Telecom & ICT Indicators}, year = {2026}, publisher = {imibare}, version = {v2026-07-07}, url = {https://imibare.org/datasets/rw.rura.telecom.quarterly} }
imibare contributors. Telecom & ICT Indicators. v2026-07-07. imibare, 2026. https://imibare.org/datasets/rw.rura.telecom.quarterly.
imibare contributors. Telecom & ICT Indicators. v2026-07-07, imibare, 2026, https://imibare.org/datasets/rw.rura.telecom.quarterly.