External Trade Statistics (monthly)

Monthly external trade statistics compiled by the National Institute of Statistics of Rwanda (NISR), reporting Rwanda's merchandise exports, imports, and trade balance. Values are expressed in both millions of Rwandan Francs (RWF) and millions of US Dollars (USD), broken down by commodity category and trade flow direction. The series covers Rwanda's international trade in goods from January 2010 to the present.

SCHEMA · 5 columns

COLUMN	TYPE	DESCRIPTION	UNIT
date	date	First day of reference month	-
flow	string	Trade flow direction (exports, imports, balance)	-
category	string	Commodity category or total	-
value_rwf_mn	float64	Value in millions of Rwandan Francs	RWF millions
value_usd_mn	float64	Value in millions of US Dollars	USD millions

ACCESS

import imibare as imi

df = imi.load("rw.nisr.trade.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.rw_nisr_trade_monthly LIMIT 10").show()

curl -L "https://api.imibare.org/v1/data/rw.nisr.trade.monthly/download" \
  -o "rw.nisr.trade.monthly.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.monthly"