| # | date | operator | value | unit |
|---|---|---|---|---|
| loading... | ||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | Quarter-end date (e.g. 2026-03-31 for Q1 2026). | - |
| operator | string | Mobile operator (e.g. "MTN Rwandacell Plc", "Airtel Rwanda Ltd"). | - |
| value | int64 | Number of active mobile money agent SIM cards for the operator in the quarter. | - |
| unit | string | Always "SIM cards". | - |
import imibare as imi
df = imi.load("rw.rura.mobile-money.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_mobile-money_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.rura.mobile-money.quarterly/download" \
-o "rw.rura.mobile-money.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.mobile-money.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.
- 2026-07-06 Jul 6, 2026 LATEST20 rows · 3.0 KB · initial version
imibare contributors. (2026). Active Mobile Money Agent SIM Cards [Data set]. imibare. v2026-07-06. https://imibare.org/datasets/rw.rura.mobile-money.quarterly
@dataset{imibare_rw_rura_mobile-money_quarterly, author = {imibare contributors}, title = {Active Mobile Money Agent SIM Cards}, year = {2026}, publisher = {imibare}, version = {v2026-07-06}, url = {https://imibare.org/datasets/rw.rura.mobile-money.quarterly} }
imibare contributors. Active Mobile Money Agent SIM Cards. v2026-07-06. imibare, 2026. https://imibare.org/datasets/rw.rura.mobile-money.quarterly.
imibare contributors. Active Mobile Money Agent SIM Cards. v2026-07-06, imibare, 2026, https://imibare.org/datasets/rw.rura.mobile-money.quarterly.