Zachary Rubin, MD

Zachary Rubin, MD

@rubin_allergy

Pediatric Allergist/Clinical Immunologist @IMPACT4HC #BowTieFriday https://t.co/jBQFffw2yq

Naperville, IL https://www.oakbrookallergists.com/our-team/zachary-e-rubin-md/ Joined 2015-09-28 Date of Analysis: Dec 16, 2025

16,897

Followers

2,711

Following

16,925

Tweets

112

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @rubin_allergy'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:2015-09-28
  • Verification:No
  • Location:Naperville, IL

Data Summary

  • Followers Analyzed:16,979

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Audience Demographics

Based on 16,979 followers

Their audience includes healthcare professionals, parents, and patients interested in allergy and immunology. The content is tailored to inform and educate rather than entertain.

Good

Audience Quality

19.2%

Suspicion Index

15.7%

Low-Quality %

219

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

25.7%

Empty Bio

9.1%

<10 Tweets

31.9%

Mass Following (>2K)

0.0%

New (<90 days)

30.6%

Low Ratio (<0.1)

0.0%

New (<180 days)

79.9%

No URL

5.6%

<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.

66,529,917

Total Potential Reach

219

Median Follower Reach

865

75th Percentile Reach

22.8%

>1K followers

4.4%

>10K followers

1.0%

>50K followers

0.4%

>100K followers

Creator vs Consumer Split

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

80.1%

Creators

13,593 accounts

10.9%

Consumers

1,847 accounts

9.1%

Dormant

1,539 accounts

319

Verified Followers

1.88% of total

13.8%

Professional Bios

founder, dev, analyst, etc.

0.21

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 (318) Chicago, IL (206) California, USA (135) Canada (123) Los Angeles, CA (115) USA (102) Boston, MA (97) New York, NY (90) Montréal, Québec (84) Washington, DC (80)

319

Verified Followers

1.88% of total

2,159

Protected Accounts

12.72% of total

8 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 14,173,749 Wrestler Wrestling, Motivation, Self-promotion
@SinghLions 1,318,894 Restaurateur Food, Travel, Influencer
@RexChapman 1,239,572 Commentator Basketball, Horse racing, Commentary
@funder 1,107,024 Journalist Politics, Journalism, Music
@RonanFarrow 1,075,765 Investigative reporter Investigative reporting, Diplomacy, Law
@DrEricDing 766,010 Epidemiologist Epidemiology, Health, Whistleblower
@DGlaucomflecken 702,918 Ophthalmologist Ophthalmology, Comedy, Speaking
@OccupyDemocrats 613,100 Political Activist Progressive, Grassroots, Politics
@shannonrwatts 604,977 Activist gun control, activism, motherhood
@BootstrapCook 546,829 - -

Top Keywords in Follower Bios

mom (1,110) sheher (1,068) health (893) lover (577) views (574) wife (522) science (522) medical (518) tweets (518) love (470)

Top Hashtags in Follower Bios

#blm (181) #resist (124) #medtwitter (115) #longcovid (88) #meded (77) #covidisairborne (77) #blacklivesmatter (65) #tweetiatrician (59) #voteblue (55) #womeninmedicine (34)

12,620

Followers With Bio

4,359

Followers Without Bio

74.33%

% With Bio

25.67%

% 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

Dr. Rubin Allergy uses Twitter to share clinical insights and updates in their field. They engage with the #BowTieFriday hashtag, indicating a focus on visual and thematic content. Their profile links to external resources, suggesting a commitment to providing additional information.

Strengths

  • + Established follower base of 16,897
  • + 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 @rubin_allergy reveals an growing Twitter presence with 16,897 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