To meet the challenges and fulfill our client’s requirements, we implemented an effective data aggregation solution using advanced automation techniques.

• Web Scraping: Automated data extraction from the online travel platform, gathering essential details like names, addresses, contact info, ratings, and reviews for hotels and restaurants. This comprehensive approach allows us to handle a significant volume, processing over 350K records with efficiency and precision.
• Image Processing: Automated download of images, followed by processing for clarity and consistency. Text removal, random effects addition, and privacy measures like deleting identifiable persons were implemented.
• Category Mapping: Mapped internal category codes to primary keywords for automatic categorization of scraped data.
• Data Normalization & Validation: Developed scripts for data normalization, formatting, and deduplication, ensuring consistent and accurate information.
• Automated Delivery: Set up automated delivery of the final product in CSV or JSON format, involving automatic updates to the database with new listings and images.