🌤️ Weather Data Scraper with Selenium & BeautifulSoup 🌐

Welcome to the Weather Data Scraper repository! This project is designed to fetch weather data from various websites without relying on their APIs, utilizing the power of Selenium and BeautifulSoup. 🚀

📋 Project Overview

This web scraper is capable of:

• 🌐 Navigating dynamic web pages
• 🔍 Extracting detailed weather information
• 🕒 Fetching historical weather data for time series analysis

🎯 Key Benefits

• Dynamic Content Handling: With Selenium, the scraper can interact with JavaScript-driven content, ensuring all dynamic elements are fully loaded before extraction. ⏳
• HTML Parsing: BeautifulSoup simplifies HTML parsing, allowing for easy extraction of weather data such as temperature, humidity, wind speed, and more. 🌡️💧💨
• Customizable: The scraper can be customized to target different websites and extract various types of data as per your needs. 🛠️

📈 Use Case: Time Series Weather Analysis

For my time series project, accurate and comprehensive weather data was essential. Here's how this scraper was beneficial:

• Consistency: Automated data extraction ensured consistency and reduced the risk of human error. 🤖
• Efficiency: The scraper collected large datasets quickly, which was crucial for building a robust time series model. ⏱️
• Scalability: Easy to scale for different locations and time periods, providing a wide range of data for in-depth analysis. 🌍

🤝 Contributions

Contributions are welcome! Feel free to open issues or submit pull requests to help improve this project. 👐

📄 License

This project is licensed under the MIT License. 📜