| # | date | service | scope | operator | flow | value | unit |
|---|---|---|---|---|---|---|---|
| loading... | |||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| service | string | mobile_voice | mobile_sms | fixed_voice. | - |
| scope | string | national or international. | - |
| operator | string | Telecom operator (MTN, Airtel, Liquid). | - |
| flow | string | For national traffic: onnet | offnet. For international traffic: outgoing | incoming. | - |
| value | float64 | Traffic volume for the quarter (minutes for voice, message count for SMS). | - |
| unit | string | minutes (voice) or messages (SMS). | - |
import imibare as imi
df = imi.load("rw.rura.telecom-traffic.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-traffic_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.telecom-traffic.quarterly/download" \
-o "rw.rura.telecom-traffic.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-traffic.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 LATEST224 rows · 6.1 KB · initial version
imibare contributors. (2026). Voice and SMS Traffic [Data set]. imibare. v2026-07-05. https://imibare.org/datasets/rw.rura.telecom-traffic.quarterly
@dataset{imibare_rw_rura_telecom-traffic_quarterly, author = {imibare contributors}, title = {Voice and SMS Traffic}, year = {2026}, publisher = {imibare}, version = {v2026-07-05}, url = {https://imibare.org/datasets/rw.rura.telecom-traffic.quarterly} }
imibare contributors. Voice and SMS Traffic. v2026-07-05. imibare, 2026. https://imibare.org/datasets/rw.rura.telecom-traffic.quarterly.
imibare contributors. Voice and SMS Traffic. v2026-07-05, imibare, 2026, https://imibare.org/datasets/rw.rura.telecom-traffic.quarterly.