Polish Electric Sheep Africa dataset card

README.md

@@ -127,8 +127,8 @@ print(df.head())
 ### Filter By Geography
 
 ```python
-if "country_iso3" in df.columns:
-    sample = df[df["country_iso3"] == "EGY"]
+# This dataset is scoped to Egypt in source metadata.
+sample = df.copy()
 ```
 
 ### Time-Series Pattern
@@ -176,9 +176,9 @@ if {"indicator_id", "year", "value"}.issubset(df.columns):
 - Compare categories or geographies
 - Join with complementary public datasets
 - Build time-series views and period-over-period comparisons
-- Pivot to geography x period or indicator x period matrices
+- Pivot to indicator x period matrices
 - Check missingness before modeling
-- Use `country_iso3` as the safest geography join key when present
+- Use source or repo metadata for country scope when a geography column is not present
 
 ## Citation