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Best practices for scraping travel data from Agoda or Traveloka?
Traveloka and Agoda often use APIs for bookings, so if available, I rely on the API for structured data on hotel prices and availability.
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4 Replies
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- I use proxies to access different regional versions of the sites, as prices and availability vary widely across countries in Asia.
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- Monitoring keywords like “last-minute deal” or “promo” helps capture discounts on popular travel routes or hotels.
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By setting my scraper to check prices daily, I capture fluctuations in rates for hotels, flights, and activities, especially during peak seasons.
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- Traveloka’s flight tracking data includes information on seat availability, which is useful for analyzing travel demand trends.
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