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New semantic analysis with LLM [En]

To offer even deeper, more accurate, and customizable analysis, we are introducing a major update to D/AI Destinations.

This release includes the integration of Large Language Model (LLM) technology and several key new features.

🧠 Technology Innovation: Introduction of LLMs

We have integrated a new technology based on Large Language Models for textual content analysis.

Main benefits:

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🔸 Greater accuracy in context analysis and topic classification
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🔸 More granular sentiment analysis
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🔸 Expanded language coverage
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🔸 Deeper analytical capabilities
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🔸 Continuous improvement through machine learning

🆕 New Features Available

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🔹 1. New Topic Analysis

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🔹 2. New Cluster/Topic filter

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🔹 New Semantic Analysis widget

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🔹 4. Smart Insights – Q&A

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🔹 5. Custom Topics

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🔹 6. Transition from the LGBTQ+ Index to the Inclusivity Index

📉 Impact on Existing Data

  • Estimated average Sentiment variation: -5% to -7%.
  • Estimated average Social-cultural pillar variation: -1% to -10%.
  • Estimated average Overtourism pillar variation: -1% to -10%.
  • Important: Previously generated reports will not be updated automatically.

❌ Changes to Widgets

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The Most Discussed Topics widget will be removed
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Replaced with a new Semantic Analysis widget.

🔥 Summary

Area
Update
Semantic Analysis
More accurate, customizable, multilingual
Sentiment Analysis
More granular and realistic
New Functionalities
Cluster & Topic filter, Smart Insights with open questions, Custom Topics
Impact on historical data
Sentiment down 5–7% Social-cultural pillar down 1-10% Overtourism pillar down 1-10%.

📩 Support

For any clarifications or to schedule a call with our Product Team, please contact:

✉️ product@datappeal.io

📥 Full Documentation

👉 Link to the updated D/AI Destinations public documentation

Notes

  • These Release Notes refer exclusively to the updates in D/AI Destinations.
  • Similar updates have been applied to other products within the D/AI suite.