| # | fiscal_year | period_start | series | basis | status | value | unit |
|---|---|---|---|---|---|---|---|
| loading... | |||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| fiscal_year | string | The column label, a fiscal year beginning 1 July. The exports row is a calendar year printed under this label: see basis. | - |
| period_start | date | 1 July of the opening year of the column label | - |
| series | string | The row as the source names it, with its wrapped period qualifier folded back in | - |
| basis | string | financial_year, calendar_year or ratio. The two sides of the ratio are counted over different periods, which this column is here to make legible. | - |
| status | string | final, revised or provisional | - |
| value | float64 | Millions of shillings, or a percentage for the ratio row | - |
| unit | string | ksh_million, or percent for the ratio row | - |
import imibare as imi
df = imi.load("ke.knbs.debt-service-ratio.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_debt-service-ratio_annual LIMIT 10").show() curl -L "https://api.imibare.org/v1/data/ke.knbs.debt-service-ratio.annual/download" \
-o "ke.knbs.debt-service-ratio.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.debt-service-ratio.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.
- 2026-08-19 Aug 19, 2026 LATEST21 rows · 5.0 KB · initial version
imibare contributors. (2026). Debt Service Charges Against Export Earnings [Data set]. imibare. v2026-08-19. https://imibare.org/datasets/ke.knbs.debt-service-ratio.annual
@dataset{imibare_ke_knbs_debt-service-ratio_annual, author = {imibare contributors}, title = {Debt Service Charges Against Export Earnings}, year = {2026}, publisher = {imibare}, version = {v2026-08-19}, url = {https://imibare.org/datasets/ke.knbs.debt-service-ratio.annual} }
imibare contributors. Debt Service Charges Against Export Earnings. v2026-08-19. imibare, 2026. https://imibare.org/datasets/ke.knbs.debt-service-ratio.annual.
imibare contributors. Debt Service Charges Against Export Earnings. v2026-08-19, imibare, 2026, https://imibare.org/datasets/ke.knbs.debt-service-ratio.annual.