| # | year | period_start | region | subregion | country | is_total | measure | value | unit | status |
|---|---|---|---|---|---|---|---|---|---|---|
| loading... | ||||||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year the trade took place in | - |
| period_start | date | First day of that calendar year | - |
| region | string | Africa, America, Asia or Europe | - |
| subregion | string | The grouping within the region, such as European Union or COMESA. Empty on a total row | - |
| country | string | The country, or the name of a total row. The United Kingdom appears under two subregions and is not unique on its own | - |
| is_total | bool | True for a total row. Summing value without filtering on this counts the same trade several times over | - |
| measure | string | Exports and Re-Exports, Imports, or Trade Balance. The source spells the first of these two ways across its four blocks and they are one measure here | - |
| value | float64 | The figure as printed, in thousands of Kenya shillings | - |
| unit | string | Always ksh_thousand | - |
| status | string | final, or provisional for a year the source marks with an asterisk | - |
import imibare as imi
df = imi.load("ke.knbs.trade-balance-by-country.annual")
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_knbs_trade-balance-by-country_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.trade-balance-by-country.annual/download" \
-o "ke.knbs.trade-balance-by-country.annual.parquet" # List all datasets
curl "https://api.imibare.org/v1/datasets"
# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/ke.knbs.trade-balance-by-country.annual" 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.
- 2026-08-25 Aug 25, 2026 LATEST1,566 rows · 20.1 KB · initial version
imibare contributors. (2026). Trade Balance by Region and Country [Data set]. imibare. v2026-08-25. https://imibare.org/datasets/ke.knbs.trade-balance-by-country.annual
@dataset{imibare_ke_knbs_trade-balance-by-country_annual, author = {imibare contributors}, title = {Trade Balance by Region and Country}, year = {2026}, publisher = {imibare}, version = {v2026-08-25}, url = {https://imibare.org/datasets/ke.knbs.trade-balance-by-country.annual} }
imibare contributors. Trade Balance by Region and Country. v2026-08-25. imibare, 2026. https://imibare.org/datasets/ke.knbs.trade-balance-by-country.annual.
imibare contributors. Trade Balance by Region and Country. v2026-08-25, imibare, 2026, https://imibare.org/datasets/ke.knbs.trade-balance-by-country.annual.