Write SQL query to solve given problem: In which county can you find the city with the highest number of females?. Keep the solution inside sql tag ```sql [SQL-Query] ```
SELECT T4.county FROM zip_data AS T3 INNER JOIN country AS T4 ON T3.zip_code = T4.zip_code GROUP BY T4.county ORDER BY T3.female_population DESC LIMIT 1