Tax Revenue by Major Type (annual)

SCHEMA · 4 columns

COLUMN	TYPE	DESCRIPTION	UNIT
fiscal_year	string	Rwanda fiscal year in "YYYY/YY" format (e.g. "2024/25")	-
fiscal_year_start	date	First day of the fiscal year (July 1)	-
tax_type	string	Normalised tax type slug: vat, paye, profit_tax, excise_duty, customs_duties, fuel_levy, lgt, other, total	-
collected_rwf_bn	float64	Amount collected in RWF billions	RWF billions

ACCESS

import imibare as imi

df = imi.load("rw.rra.tax-revenue.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.rw_rra_tax-revenue_annual LIMIT 10").show()

curl -L "https://api.imibare.org/v1/data/rw.rra.tax-revenue.annual/download" \
  -o "rw.rra.tax-revenue.annual.parquet"

# List all datasets
curl "https://api.imibare.org/v1/datasets"

# Get metadata for this dataset
curl "https://api.imibare.org/v1/datasets/rw.rra.tax-revenue.annual"