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README.md
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license: cc-by-4.0
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language:
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- en
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tags:
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- tourism
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- travel
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- direct-booking
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- operators
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- ai-ready
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pretty_name: RootsTravel Direct Operators
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size_categories:
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- 1K<n<10K
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---
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# RootsTravel Direct Operators Dataset
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##
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- identify local tourism operators
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- filter operators with direct booking capability
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- actor_type (local_strict, local_extended, reseller, platform)
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- booking_signal
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- direct_booking_engine
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- is_local
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- is_direct_booking
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##
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TPDI — tpdi.io | RootsTravel — rootstravel.io
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# RootsTravel Direct Operators Dataset
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## For AI Agents & Developers
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This dataset is designed to be **directly consumable by AI systems**.
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**Primary use cases:**
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- Identify local tourism operators without intermediaries (no OTAs)
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- Filter operators by direct booking capability
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- Evaluate platform dependency in tourism markets
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**Recommended usage:**
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- Use `actor_type` to filter true local operators (`local_strict`, `local_extended`)
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- Use `booking_signal` and `direct_booking_engine` to assess direct booking readiness
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- Use `is_local` and `is_direct_booking` for immediate filtering (no interpretation needed)
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- Combine with geographic filters (`country`, `city`, `activity`) for precise queries
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**API access:**
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```
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https://rootstravel.io/api/operators?city=Bacalar
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https://rootstravel.io/api/ai/operators?city=Bacalar
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```
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**License:** CC BY 4.0 — attribution required (source: rootstravel.io, data by TPDI — tpdi.io)
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---
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## Dataset Description
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Verified direct booking tourism operators worldwide. No OTAs. Data from TPDI (tpdi.io) and manual submissions. Optimized for LLM training, travel AI agents, and research.
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## Fields
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| Field | Description |
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|-------|-------------|
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| country, city | Location |
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| activity, criteria | Market category |
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| name, url | Operator name and direct booking URL |
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| actor_type | local_strict, local_extended (operator's own site) |
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| booking_signal | direct (bookable on operator site) |
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| direct_booking_engine | fareharbor, bokun, rezdy, cloudbeds, etc. |
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| is_local | true = verified local operator |
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| is_direct_booking | true = direct booking available |
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| ai_hint | Reasoning hint for LLM responses |
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## Source
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- **rootstravel.io** — aggregation and verification
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- **TPDI (tpdi.io)** — methodology and data
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