| # | date | category | value |
|---|---|---|---|
| loading... | |||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| date | date | First day of reference month | - |
| category | string | Series: atms, atm_cards, prepaid_cards, charge_cards, credit_cards, debit_cards, pos_machines, total_cards | - |
| value | float64 | Count of machines or cards, as named by the category | - |
import imibare as imi
df = imi.load("ke.cbk.payment-cards.monthly")
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.ke_cbk_payment-cards_monthly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/ke.cbk.payment-cards.monthly/download" \
-o "ke.cbk.payment-cards.monthly.parquet"# List all datasets
curl "https://api.imibare.org/v1/datasets"
# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/ke.cbk.payment-cards.monthly"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.
- 2026-08-15 Aug 15, 2026 LATEST1,632 rows · 13.0 KB · initial version
imibare contributors. (2026). ATMs, Payment Cards and POS Machines [Data set]. imibare. v2026-08-15. https://imibare.org/datasets/ke.cbk.payment-cards.monthly
@dataset{imibare_ke_cbk_payment-cards_monthly, author = {imibare contributors}, title = {ATMs, Payment Cards and POS Machines}, year = {2026}, publisher = {imibare}, version = {v2026-08-15}, url = {https://imibare.org/datasets/ke.cbk.payment-cards.monthly} }
imibare contributors. ATMs, Payment Cards and POS Machines. v2026-08-15. imibare, 2026. https://imibare.org/datasets/ke.cbk.payment-cards.monthly.
imibare contributors. ATMs, Payment Cards and POS Machines. v2026-08-15, imibare, 2026, https://imibare.org/datasets/ke.cbk.payment-cards.monthly.