Stefan Baral

Stefan Baral

@sdbaral

🇨🇦🇸🇪,MD,MPH FRCPC (CM) & CCFP (Fam Med), 🏳️‍🌈 ally No COI Papers: https://www.ncbi.nlm.nih.gov/myncbi/1VCo9iKxboW/bibliography/public/ Course: https://www.coursera.org/learn/epidemiology-surveillance-systems-analysis COVID Talk: https://www.youtube.com/watch?v=WE6IYHFvkME&feature=youtu.be

I'm right here! https://publichealth.jhu.edu/faculty/2433/stefan-baral Joined 2009-04-04 Date of Analysis: Dec 16, 2025

49,248

Followers

3,398

Following

18,656

Tweets

408

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @sdbaral's Twitter/X presence across multiple dimensions. We analyze tweet content, engagement patterns, audience demographics, posting habits, and network connections to provide actionable insights about this account's social media strategy and influence.

Account Classification

  • Account Size: Mid-Tier (10K+)
  • Account Age:2009-04-04
  • Verification:No
  • Location:I'm right here!

Data Summary

  • Followers Analyzed:49,381

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Audience Demographics

Based on 49,381 followers

The audience likely includes medical professionals, public health enthusiasts, and students interested in family medicine and global health. Their content may also attract individuals interested in LGBTQ+ advocacy and health equity.

Average

Audience Quality

21.7%

Suspicion Index

21.7%

Low-Quality %

158

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

35.4%

Empty Bio

12.3%

<10 Tweets

29.2%

Mass Following (>2K)

0.0%

New (<90 days)

37.1%

Low Ratio (<0.1)

0.0%

New (<180 days)

86.3%

No URL

8.0%

<3 Tweets

Free Mode Analysis: These quality metrics use heuristic signals (empty bios, low tweets, suspicious ratios). For ML-powered bot detection with 95%+ accuracy, use our dedicated tool.

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Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

118,589,322

Total Potential Reach

158

Median Follower Reach

617

75th Percentile Reach

17.6%

>1K followers

2.4%

>10K followers

0.6%

>50K followers

0.3%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

75.5%

Creators

37,292 accounts

12.2%

Consumers

6,004 accounts

12.3%

Dormant

6,085 accounts

2,076

Verified Followers

4.2% of total

10.6%

Professional Bios

founder, dev, analyst, etc.

0.16

Median Follow Ratio

follower/following

Follower Influence Distribution

How many followers do their followers have?

Follower Account Age

How long have followers been on Twitter?

Geographic Distribution

Top locations where followers are based (from those who share location data):

United States (611) Canada (602) Toronto, Ontario (374) London, England (290) USA (259) Ontario, Canada (216) Washington, DC (214) Toronto (199) London (183) California, USA (179)

2,076

Verified Followers

4.2% of total

5,408

Protected Accounts

10.95% of total

7 years

Avg Account Age

of their followers

Notable Followers (By Influence)

Top accounts following this user, sorted by their follower count:

Username Followers Profession Interests
@JohnCena 14,170,354 Wrestler Wrestling, Motivation, Self-promotion
@NateSilver538 3,396,961 Statistician Sports, Politics, Food
@drdrew 2,606,053 Medical Professional Medicine, Addiction, TV
@AnnCoulter 2,095,567 Author politics, conservative, author
@michellemalkin 2,014,624 Commentator Conservative, Author, Commentator
@brithume 1,383,754 Political Analyst Politics, News, Analysis
@SinghLions 1,319,072 Restaurateur Food, Travel, Influencer
@bariweiss 984,777 Writer Writing, Podcasting, Journalism
@LeBronJames 923,113 - -
@LisaMarieBoothe 838,897 Political Commentator -

Top Keywords in Follower Bios

health (2,271) love (1,274) mom (1,201) views (1,066) life (1,025) freedom (995) truth (917) lover (859) wife (835) husband (786)

Top Hashtags in Follower Bios

#maga (157) #bitcoin (131) #trudeaumustgo (100) #teamreality (77) #2a (72) #blm (58) #hiv (53) #1a (46) #fjb (40) #publichealth (39)

31,911

Followers With Bio

17,470

Followers Without Bio

64.62%

% With Bio

35.38%

% Without Bio

Why Audience Demographics Matter

Understanding who follows an account reveals the type of influence they hold. Accounts followed primarily by users with few followers indicate broad, mainstream appeal. Those with many high-follower followers have greater potential for content amplification through secondary sharing.

Account age distribution also tells a story: a follower base with many new accounts might indicate recent viral growth, while established followers suggest long-term, stable influence. Geographic data helps understand the cultural context and timezone spread of the audience.

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Key Insights & Takeaways

The account is focused on academic and professional content, which may explain the low engagement. The links shared suggest a strong emphasis on education and research in public health and medicine. The verified status and professional credentials indicate a credible and authoritative presence.

Strengths

  • + Established follower base of 49,248
  • + Strong original content creation
  • + Active presence with consistent posting

Opportunities

  • ~ Optimize posting times for peak engagement windows
  • ~ Analyze top-performing content for replicable patterns
  • ~ Leverage geographic concentration for targeted content
  • ~ Explore collaboration potential with followed accounts

Summary

This analysis of @sdbaral reveals an growing Twitter presence with 49,248 followers. The account demonstrates a content-creator strategy, averaging engagements per tweet. Key strengths include consistent posting and an engaged audience, with opportunities to further optimize timing and content strategy based on the patterns identified in this report.

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About This Analysis: This analysis is based on a snapshot of followers, following, and recent tweets. It evaluates structure, quality, and behavior, not historical growth. Metrics like growth rate, momentum, churn, or spike analysis require time-series data which is not available from a single snapshot.

Data collected and analyzed by twtData | Analysis date: Dec 16, 2025