mindshare
Mindshare quantifies a user's influence and contribution depth for a specific crypto project through four weighted dimensions:
Content Volume (40%): Measures raw contribution via project-specific tweets over 30 days, scaled logarithmically to prioritize consistent engagement over spam.
Engagement Impact (35%): Calculates normalized engagement (likes, replies, bookmarks, retweets, quotes) relative to top project contributors, ensuring fair comparison across audience sizes.
Sentiment Score (15%): Uses AI to analyze positive/negative sentiment ratio in project-related content, with penalties for excessive negativity or misinformation.
Project Focus (10%): Evaluates dedication via % of total content about the project – rewarding specialized expertise over occasional commentary.
The formula combines these into a 0-100 score:
Mindshare = 0.4*(Volume) + 0.35*(Engagement) + 0.15*(Sentiment) + 0.1*(Focus)
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