| # | year | quarter | period | date | flow | sitc_section | commodity | value_usd_mn |
|---|---|---|---|---|---|---|---|---|
| loading... | ||||||||
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year of the quarter (2023-2025). | - |
| quarter | string | Quarter of the year: Q1, Q2, Q3, Q4. | - |
| period | string | Combined year and quarter label (e.g. "2023Q1"). | - |
| date | string | ISO first-of-quarter date (e.g. "2023-01-01"), derived for the time-series x-axis. | - |
| flow | string | Trade flow: exports (Table 13.1.2) or imports (Table 13.1.3). | - |
| sitc_section | string | SITC section code (0-9) for the commodity group. | - |
| commodity | string | SITC commodity group description (e.g. "Food and live animals"). | - |
| value_usd_mn | float64 | Trade value in US dollars millions. | USD million |
import imibare as imi
df = imi.load("rw.nisr.trade-by-product.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_nisr_trade-by-product_quarterly LIMIT 10").show()curl -L "https://api.imibare.org/v1/data/rw.nisr.trade-by-product.quarterly/download" \
-o "rw.nisr.trade-by-product.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.nisr.trade-by-product.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.
- 2026-07-03 Jul 3, 2026 LATEST200 rows · 6.6 KB · initial version
imibare contributors. (2026). Trade by Product [Data set]. imibare. v2026-07-03. https://imibare.org/datasets/rw.nisr.trade-by-product.quarterly
@dataset{imibare_rw_nisr_trade-by-product_quarterly, author = {imibare contributors}, title = {Trade by Product}, year = {2026}, publisher = {imibare}, version = {v2026-07-03}, url = {https://imibare.org/datasets/rw.nisr.trade-by-product.quarterly} }
imibare contributors. Trade by Product. v2026-07-03. imibare, 2026. https://imibare.org/datasets/rw.nisr.trade-by-product.quarterly.
imibare contributors. Trade by Product. v2026-07-03, imibare, 2026, https://imibare.org/datasets/rw.nisr.trade-by-product.quarterly.