Advanced plan required for 4+ follows

★#Analyst	Role	Source	Bias	AccuracyEmpirical Bayes adjusted accuracy score. Accounts for sample size uncertainty.	Calls	Active
1 Richard Christopher Whalen @rcwhalen	Chairman Whalen Global Advisors		Bear	— 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.	67	3d ago
2 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	2mo 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.
Alex Johnson @AlexH_Johnson	Founder Fintech Takes		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.	3	8mo ago
Chris Skinner @Chris_Skinner	Independent banking and fintech commentator The Finanser		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	—
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.	0	—
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	27mo ago
Jason Mikula @mikulaja	Fintech industry analyst and author Fintech Business Weekly		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	3mo ago
MRodriguezValladares, MRV Associates @MRVAssociates	Managing principal / bank-risk analyst MRV Associates		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

Richard Christopher Whalen

@rcwhalen

Chairman

Whalen Global Advisors

Bear

—

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.

3d 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.

2mo 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.

Alex Johnson

@AlexH_Johnson

Founder

Fintech Takes

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.

8mo ago

Chris Skinner

@Chris_Skinner

Independent banking and fintech commentator

The Finanser

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.

—

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.

—

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.

27mo ago

Jason Mikula

@mikulaja

Fintech industry analyst and author

Fintech Business Weekly

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.

3mo ago

MRodriguezValladares, MRV Associates

@MRVAssociates

Managing principal / bank-risk analyst

MRV Associates

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 Richard Christopher Whalen @rcwhalen	Chairman Whalen Global Advisors		Bear	— 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.	67	3d ago
2 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	2mo 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.
Alex Johnson @AlexH_Johnson	Founder Fintech Takes		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.	3	8mo ago
Chris Skinner @Chris_Skinner	Independent banking and fintech commentator The Finanser		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	—
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.	0	—
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	27mo ago
Jason Mikula @mikulaja	Fintech industry analyst and author Fintech Business Weekly		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	3mo ago
MRodriguezValladares, MRV Associates @MRVAssociates	Managing principal / bank-risk analyst MRV Associates		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

Richard Christopher Whalen

@rcwhalen

Chairman

Whalen Global Advisors

Bear

—

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.

3d 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.

2mo 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.

Alex Johnson

@AlexH_Johnson

Founder

Fintech Takes

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.

8mo ago

Chris Skinner

@Chris_Skinner

Independent banking and fintech commentator

The Finanser

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.

—

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.

—

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.

27mo ago

Jason Mikula

@mikulaja

Fintech industry analyst and author

Fintech Business Weekly

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.

3mo ago

MRodriguezValladares, MRV Associates

@MRVAssociates

Managing principal / bank-risk analyst

MRV Associates

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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