| # AF-MACRO — sample package | |
| License-clean African & emerging-markets company data — point-in-time, provenance-documented. See PROVENANCE.md and LICENSE.txt. | |
| ## Quickstart | |
| ```python | |
| import duckdb, pandas as pd | |
| df = duckdb.sql("select * from 'data/gold_fundamentals.parquet'").df() # or read_csv | |
| df = pd.read_parquet('data/gold_fundamentals.parquet') | |
| ``` | |
| Excel: open any `data/*.csv` directly. Fields are documented in DICTIONARY.md; coverage and freshness in metrics.json. | |
| > This is a truncated free SAMPLE. Full history is in the paid tiers. |