What's included

• Custom Web Scraping Scripts

  • Python scripts tailored to scrape data from specific websites. • Code documentation and usage instructions.

• Data Extraction

  • Cleaned and structured data in desired formats (e.g., CSV, JSON, Excel). • Database integration for storing scraped data.

• Automated Data Pipelines

  • End-to-end automation of data extraction, transformation, and loading (ETL). • Scheduling of scraping tasks using tools like Cron jobs or task schedulers.

• Browser Automation Scripts

  • Selenium scripts for automating browser interactions (e.g., form submissions, navigation). • Headless browser configurations for efficient scraping.

• Data Analysis Reports

  • Data analysis using pandas and visualization libraries (e.g., Matplotlib, Seaborn). • Summary reports with key insights and visualizations.

• API Integration

  • Scripts to access and extract data from public or private APIs. • API data merging and processing with scraped data.

• Error Handling and Logging

  • Implementation of robust error handling and logging mechanisms. • Detailed logs and reports on scraping activities.

• Deployment and Support

  • Deployment of scraping solutions in Docker containers for easy scalability. • Ongoing support and maintenance for scraping scripts and automation workflows.