| # | date | segment | roaming_type | operator | value | unit |
|---|---|---|---|---|---|---|
| loading... | ||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| segment | string | Measure and (for traffic) flow: "subscribers", "voice_outgoing", "voice_incoming", "sms_outgoing", or "sms_incoming". The outgoing/incoming flow is folded into the segment so every row is fully specified across the three source tables. | - |
| roaming_type | string | Direction: "roaming_in" (foreign subscribers on local networks) or "roaming_out" (own subscribers on foreign networks abroad). | - |
| operator | string | Mobile operator ("MTN Rwandacell Plc" or "Airtel Rwanda Ltd"). | - |
| value | float64 | Subscribers, voice minutes, or SMS messages for the segment/direction/operator. | - |
| unit | string | One of "subscribers", "minutes", or "messages" (matching the segment). | - |
import imibare as imi
df = imi.load("rw.rura.roaming.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_roaming_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.roaming.quarterly/download" \
-o "rw.rura.roaming.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.roaming.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.
- 2026-07-08 Jul 8, 2026 LATEST120 rows · 4.9 KB · initial version
imibare contributors. (2026). International Roaming [Data set]. imibare. v2026-07-08. https://imibare.org/datasets/rw.rura.roaming.quarterly
@dataset{imibare_rw_rura_roaming_quarterly, author = {imibare contributors}, title = {International Roaming}, year = {2026}, publisher = {imibare}, version = {v2026-07-08}, url = {https://imibare.org/datasets/rw.rura.roaming.quarterly} }
imibare contributors. International Roaming. v2026-07-08. imibare, 2026. https://imibare.org/datasets/rw.rura.roaming.quarterly.
imibare contributors. International Roaming. v2026-07-08, imibare, 2026, https://imibare.org/datasets/rw.rura.roaming.quarterly.