| # | date | category | indicator | value | unit |
|---|---|---|---|---|---|
| loading... | |||||
SCROLL FOR MORE COLUMNS →
| 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("""
SELECT *
FROM read_parquet('https://api.imibare.org/v1/data/rw.rura.telecom.quarterly/download')
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
Rwanda Utilities Regulatory Authority (RURA). (2026). Telecom & ICT Indicators [Data set] (Version 2026-07-07). Rwanda Utilities Regulatory Authority, distributed by imibare. https://imibare.org/datasets/rw.rura.telecom.quarterly
@dataset{imibare_rw_rura_telecom_quarterly, author = {Rwanda Utilities Regulatory Authority (RURA)}, title = {Telecom & ICT Indicators}, year = {2026}, version = {2026-07-07}, publisher = {Rwanda Utilities Regulatory Authority}, howpublished = {Distributed by imibare}, url = {https://imibare.org/datasets/rw.rura.telecom.quarterly} }
Rwanda Utilities Regulatory Authority (RURA). Telecom & ICT Indicators. Version 2026-07-07. Rwanda Utilities Regulatory Authority, distributed by imibare, 2026. https://imibare.org/datasets/rw.rura.telecom.quarterly.
Rwanda Utilities Regulatory Authority (RURA). Telecom & ICT Indicators. Version 2026-07-07, Rwanda Utilities Regulatory Authority, distributed by imibare, 2026, https://imibare.org/datasets/rw.rura.telecom.quarterly.