Macro Narrative Sentiment Dominance

Overview

Analyzes social media and news to identify the dominant macroeconomic narrative influencing crypto markets. This helps predict market direction by understanding if traders are viewing crypto as an inflation hedge, a risk-on tech asset, or something else.

What It Does

This pillar uses Natural Language Processing (NLP) to scan millions of social media posts and news articles for keywords related to major economic themes like inflation, interest rates, and geopolitical risk. It quantifies the volume of discussion for each narrative in the context of cryptocurrency. The output is a dominance score, showing which story is capturing the most attention from crypto traders and commentators.

Why It Matters

Crypto's correlation with traditional markets means macro events are key drivers. This pillar provides a real-time gauge of market psychology, revealing which economic fears or hopes are currently dictating trading behavior. This offers a crucial edge over purely technical or on-chain analysis.

How It Works

First, we define several key macro narratives and their associated keywords. Our system then ingests a constant stream of data from sources like Twitter, Reddit, and financial news outlets. It filters for crypto-related content and then scores each piece based on the presence of narrative keywords, calculating a daily dominance percentage for each theme.

Methodology

The core metric is the Narrative Dominance Score (NDS), calculated as: NDS_narrative = (Co-mentions of crypto & narrative keywords) / (Total co-mentions of crypto & all macro keywords). Data is collected over a rolling 24-hour window and smoothed with a 3-day exponential moving average to reduce noise. Sentiment is also scored for each narrative using a fine-tuned FinBERT model.

Edge & Advantage

It quantifies the 'why' behind market moves, providing a leading indicator of sentiment shifts before they are fully reflected in price action.

Key Indicators

• Narrative Dominance Score

  high

  The percentage of the total macro conversation a specific narrative holds within crypto discussions.

• Sentiment Polarity

  high

  The net positive or negative sentiment associated with each dominant narrative.

• Narrative Velocity

  medium

  The rate of change in a narrative's dominance score, indicating rising or falling importance.

Data Sources

• Twitter/X API

  Real-time social media data from crypto influencers, funds, and traders.

• Reddit API

  Forum discussions from communities like r/CryptoCurrency and r/wallstreetbets.

• Major Financial News Feeds

  Articles from sources like Bloomberg, Reuters, and The Wall Street Journal to track institutional narratives.

Example Questions This Pillar Answers

• → Will Bitcoin's price be above $70,000 if the next US CPI print is below 3%?
• → Will the crypto market cap increase by more than 5% in the week following the next Fed interest rate decision?
• → Which narrative will have the highest social media volume next month: 'Inflation Hedge' or 'Recession Risk'?

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