Hello,
With expertise in research, data analysis, and Python-based automation, I can deliver a comprehensive and accurate identification of potential lands in Germany’s main cities, focusing on zoning and land use information. My approach will ensure all relevant data is collected, analyzed, and presented in a structured format for site selection and analysis.
To begin, I will use Python libraries such as Requests, BeautifulSoup, and Selenium for web scraping to gather zoning classifications, permitted land uses, and development restrictions from official municipal websites and property databases. I will also integrate Pandas for data cleaning and organization. Next, I will analyze zoning patterns using geospatial libraries like Geopandas to identify optimal locations that align with your criteria.
The final deliverable will include a detailed report and an Excel file with critical insights such as land zoning details, permitted uses, and restrictions, ensuring the information is actionable for decision-making.
Best Regards,
Aneesa