Shematologist, MD

Shematologist, MD

@acweyand

Peds hematologist oncologist, mother, dreamer, pacifist, justice seeker.Clueless Mother Theresa #HCWvsHunger #CakeForBreakfast https://hcwvshunger.org/

Ann Arbor, MI Joined 2017-01-25 Date of Analysis: Dec 16, 2025

80,340

Followers

6,392

Following

55,400

Tweets

389.1

Avg Engagement

394

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @acweyand'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:2017-01-25
  • Verification:No
  • Location:Ann Arbor, MI

Data Summary

  • Tweets Analyzed:3,242
  • Avg Likes per Tweet:117.5
  • Avg Retweets per Tweet:271.6
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,242 tweets

Acweyand's tweets consistently receive high likes and retweets, indicating strong public interest in their messages. Their ability to blend personal experiences with professional insights drives meaningful engagement.

117.5

Avg Likes/Tweet

271.6

Avg Retweets/Tweet

380,990

Total Likes

880,487

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

3

Median Likes

0

Median Retweets

70

75th Percentile

82,447

Top Tweet

4.84

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Conversationalist

Highly engaged in discussions

12.5%

Original

67.7%

Replies

16.7%

Retweets

3.1%

Quotes

0.0%

Threads

0.3%

With Media

26.1%

With Links

6.1%

With #Tags

85.8%

With @Mentions

21.0%

With Emojis

100

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

5.41

Reply/Original Ratio

0.18

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

76.8%

Weekday Posts

23.2%

Weekend Posts

Top Hashtags

#match2023 (41) #medtwitter (25) #1 (12) #facts (8) #tedlasso (7) #pedsmatch2023 (6) #covid19 (5) #rpthillustratedreview (5) #hcwvshunger (5) #matchday (5)

Most Mentioned

@gbosslet (135) @ranaawdish (123) @jenisicecreams (113) @etsshow (97) @pedshemedoc (92) @allisonp1979 (48) @drjessigold (45) @ashleygwinter (40) @acweyand (38) @tmprowell (36)

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Content Strategy Analysis

Based on 3,242 tweets

Content Type Distribution

Content Breakdown

Original Tweets 406 (13%)
Replies 2,195 (68%)
Retweets 541 (17%)
Quote Tweets 100 (3%)

What This Reveals About Their Strategy

This account prioritizes community engagement over content broadcasting. With replies making up the majority of their activity, they invest significant time in conversations, building relationships with followers and participating in discussions. This approach typically leads to higher loyalty and more authentic connections.

The 541 retweets (17% of activity) show they also amplify content from others, which helps build relationships with other accounts and provides value to followers by surfacing relevant content.

Posting Patterns & Optimal Timing

Based on 3,242 tweets

Engagement by Hour (UTC)

Posting Frequency Over Time

Timing Insights

Understanding when an account posts and when their audience is most responsive provides valuable competitive intelligence. The charts above show when this account's content receives the most engagement, which often correlates with when their specific audience is most active on the platform.

Peak posting times vary significantly based on an account's audience demographics, timezone distribution, and content type. Accounts with global audiences often see engagement spread across multiple time windows, while those with regional focus may have more concentrated peaks.

Audience Demographics

Based on 10,000 followers

Their audience includes healthcare professionals, patients, and advocates interested in social justice and women's health. They also attract followers who are passionate about equity and patient-centered care.

Good

Audience Quality

19.2%

Suspicion Index

19.6%

Low-Quality %

107

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

28.3%

Empty Bio

17.5%

<10 Tweets

19.3%

Mass Following (>2K)

0.0%

New (<90 days)

34.3%

Low Ratio (<0.1)

0.0%

New (<180 days)

82.7%

No URL

10.9%

<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.

10,903,838

Total Potential Reach

107

Median Follower Reach

383

75th Percentile Reach

11.5%

>1K followers

1.4%

>10K followers

0.3%

>50K followers

0.1%

>100K followers

Creator vs Consumer Split

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

63.0%

Creators

6,303 accounts

19.5%

Consumers

1,950 accounts

17.5%

Dormant

1,747 accounts

147

Verified Followers

1.47% of total

12.4%

Professional Bios

founder, dev, analyst, etc.

0.17

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 (139) Los Angeles, CA (52) USA (49) California, USA (47) Chicago, IL (47) Boston, MA (46) New York, NY (42) Canada (40) New York, USA (36) Toronto, Ontario (36)

147

Verified Followers

1.47% of total

1,025

Protected Accounts

10.25% of total

6 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
@LeBronJames 940,725 - -
@IamMzilikazi 553,135 Musician Pan-African music, Album, Rise
@MarioNawfal 485,638 - -
@Craig_A_Spencer 252,596 Doctor Global Health, Emergency Medicine, Public Health
@MichaelPeter301 199,927 Fashion Designer Fashion, Business Management, Design
@trishgreenhalgh 180,483 Professor Primary Care, Oxford, Unblock Requests
@karenhunter 150,037 Media Personality Black excellence, activism, journalism
@VoteGloriaJ 142,636 - -
@TanvirHCoaching 124,896 Fitness Coach Fitness, Coaching, Podcasting
@MelissaOnline 122,128 Entrepreneur Entrepreneurship, Coffee, Action

Top Keywords in Follower Bios

health (466) sheher (435) mom (414) medical (405) love (332) medicine (296) student (289) lover (284) views (278) wife (231)

Top Hashtags in Follower Bios

#medtwitter (67) #blm (38) #meded (37) #longcovid (31) #blacklivesmatter (28) #match2024 (27) #healthequity (23) #resist (21) #voteblue (16) #firstgen (13)

7,171

Followers With Bio

2,829

Followers Without Bio

71.71%

% With Bio

28.29%

% 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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Viral Tweets

Top 5 by likes+RTs from 3,242 analyzed

208,573

Combined Engagement

71,408

Total Likes

137,165

Total Retweets

41,715

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

80%

With @Mentions

60%

With Links

Topical Analysis:

Healthcare Equity Patient Advocacy Women's Health Social Justice Medical Ethics
Shematologist, MD
@acweyand

PSA: Your period should not 🩸last longer than 7 days 🩸interfere with your life 🩸happen more than monthly 🩸require product changes more than every 2 hours 🩸have clots larger than a quarter 🩸cause debilitating pain 🩸require double product coverage 🩸make you anemic

2023-05-24
Retweets: 11,039 Likes: 71,408 Engagement: 82,447
Shematologist, MD
@acweyand

RT @EM_RESUS: Hi, ER Doc here. If your nose is bleeding, DO NOT TILT YOUR HEAD BACK. This just makes the blood drip down the back of your throat and you will then swallow and/or choke on it. Pinch the soft part of your nose and TILT YOUR HEAD FORWARD. Please tell your friends ab

2023-05-01
Retweets: 38,911 Likes: 0 Engagement: 38,911
Shematologist, MD
@acweyand

RT @sesamestreet: This #PrideMonth, let's celebrate diversity and unity and spread love and acceptance. Together, we can make the world a kinder place for all. ❤️🧡💛💚💙💜 https://t.co/9EaK8egQjy

2023-06-05
Retweets: 36,020 Likes: 0 Engagement: 36,020
Shematologist, MD
@acweyand

RT @EmmanuelAcho: If it wasn’t “classless” when Caitlin Clark did it, don’t call it classless when Angel Reese does it. Let the women compete, it’s sports!! https://t.co/lJpS1NId68

2023-04-04
Retweets: 26,335 Likes: 0 Engagement: 26,335
Shematologist, MD
@acweyand

RT @MikeSington: Wanda Sykes: “Until a drag queen walks into a school and beats eight kids to death with a copy of ‘To Kill A Mockingbird’, I think you’re focusing on the wrong shit.” https://t.co/47YVefRCXl

2023-05-24
Retweets: 24,860 Likes: 0 Engagement: 24,860

Key Insights & Takeaways

Acweyand highlights the importance of patient autonomy and equitable healthcare access. They use personal stories to bring attention to systemic issues in healthcare. Their content often bridges medical expertise with social justice advocacy.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 80,340
  • + High community engagement through conversations
  • + 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 @acweyand reveals an well-established Twitter presence with 80,340 followers. The account demonstrates a conversation-first approach, averaging 389.1 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