Advanced plan required for 4+ follows

★#Analyst	Role	Source	Bias	AccuracyEmpirical Bayes adjusted accuracy score. Accounts for sample size uncertainty.	Calls	Active
1 Devin Ryan @devinpryan	Managing Director, Head of FinTech Equity Research Citizens / Citizens JMP Securities		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.	1	2mo ago
2 Richard Christopher Whalen @rcwhalen	Chairman Whalen Global Advisors		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.	25	3w ago
Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.
Marc Rubinstein @MarcRuby	Author Net Interest		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.	2	41mo ago
Ron Shevlin @rshevlin	Chief Research Officer Cornerstone Advisors		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.	0	—

★#Analyst

Role

Source

Bias

AccuracyEmpirical Bayes adjusted accuracy score. Accounts for sample size uncertainty.

Calls

Active

Devin Ryan

@devinpryan

Managing Director, Head of FinTech Equity Research

Citizens / Citizens JMP Securities

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.

2mo ago

Richard Christopher Whalen

@rcwhalen

Chairman

Whalen Global Advisors

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.

3w ago

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Marc Rubinstein

@MarcRuby

Author

Net Interest

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.

41mo ago

Ron Shevlin

@rshevlin

Chief Research Officer

Cornerstone Advisors

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.

—

★#Analyst	Role	Source	Bias	AccuracyEmpirical Bayes adjusted accuracy score. Accounts for sample size uncertainty.	Calls	Active
1 Devin Ryan @devinpryan	Managing Director, Head of FinTech Equity Research Citizens / Citizens JMP Securities		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.	1	2mo ago
2 Richard Christopher Whalen @rcwhalen	Chairman Whalen Global Advisors		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.	25	3w ago
Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.	Activity unverified No recent original post observed. Collection coverage is incomplete; historical scores are preserved.
Marc Rubinstein @MarcRuby	Author Net Interest		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.	2	41mo ago
Ron Shevlin @rshevlin	Chief Research Officer Cornerstone Advisors		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.	0	—

★#Analyst

Role

Source

Bias

AccuracyEmpirical Bayes adjusted accuracy score. Accounts for sample size uncertainty.

Calls

Active

Devin Ryan

@devinpryan

Managing Director, Head of FinTech Equity Research

Citizens / Citizens JMP Securities

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.

2mo ago

Richard Christopher Whalen

@rcwhalen

Chairman

Whalen Global Advisors

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.

3w ago

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Activity unverified

No recent original post observed. Collection coverage is incomplete; historical scores are preserved.

Marc Rubinstein

@MarcRuby

Author

Net Interest

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.

41mo ago

Ron Shevlin

@rshevlin

Chief Research Officer

Cornerstone Advisors

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.

—

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