AI-Powered Discourse Explorer | r/Canada Analysis

⚡ AI Hackathon in the North - Team Ping Zero

PROBLEM STATEMENT:

Large-scale online discussions contain valuable insights about public sentiment, emerging issues, and social dynamics, but these insights are difficult to explore and interpret at scale.

The objective is to design an interactive, AI-enabled tool that helps users explore, understand, or derive insights from large volumes of online discourse using the provided r/Canada Reddit dataset.

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🍁 CanadaLens Intro

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-- Threads
6.8M Comments
-- Date Range
-- Avg Comments/Post
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CanadaLens Doctor

Call the Doctor
Ready
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CanadaLens AI

Welcome! I am your AI guide to Canadian Reddit discourse. Ask me about:

  • Public sentiment on topics (housing, immigration, politics)
  • Trending discussions and emerging issues
  • Regional perspectives (Ontario, BC, Alberta, Quebec)
  • Social dynamics and debate patterns

What would you like to explore?

📈 Sentiment Over Time

📋 What People Want "Brief"

AI-generated analysis of top needs, questions, proposed actions, contested ideas, and consensus from r/Canada discourse.

Click "Generate Brief" to analyze the discourse data and generate a comprehensive report.

Sentiment measures the emotional tone of discussions. Positive scores (green) indicate supportive or optimistic language, while negative scores (red) reflect critical or pessimistic tone.
Scores range from -1 (very negative) to +1 (very positive).

📊 Sentiment by Category

📉 Sentiment by Tags

📋 Topic Details

🏷️ Topic Distribution

🔥 Trending Discussions (Last 30 Days)

🏆 Most Engaging Discussions (All Time)