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★#Analyst	Role	Source	Bias	AccuracyEmpirical Bayes adjusted accuracy score. Accounts for sample size uncertainty.	Calls	Active
1 Douglas Kim @douglaskimkorea	Independent equity analyst Douglas Research Advisory / Smartkarma		Bias unavailable	— Not enough data Requirements: • 10+ evaluated calls • 6+ months history • 30-70% bull ratio • No 6+ month gaps • Bull & bear experience We only analyze the most recent 10,000-20,000 tweets per analyst. For very active accounts, this may not cover their full history.	10	4w ago