Seth Trueger
emergency doc @NorthwesternEM | Digital Media Editor @JAMANetworkOpen | opinions ≠ my employers' or med advice
62,401
Followers
13,532
Following
292,381
Tweets
242.1
Avg Engagement
769
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @MDaware'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:2011-06-01
- Verification:No
- Location:Chicago, IL
Data Summary
- Tweets Analyzed:3,238
- Avg Likes per Tweet:24.0
- Avg Retweets per Tweet:218.1
- Followers Analyzed:9,996
Engagement Analysis
Based on 3,238 tweetsTheir tweets typically receive high engagement, with an average of 5k likes and 700 retweets. This suggests a highly interactive and interested audience.
24.0
Avg Likes/Tweet
218.1
Avg Retweets/Tweet
77,654
Total Likes
706,204
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
1
Median Likes
0
Median Retweets
19
75th Percentile
44,285
Top Tweet
3.88
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
4.1%
Original
60.6%
Replies
28.0%
Retweets
7.3%
Quotes
0.0%
Threads
0.4%
With Media
53.1%
With Links
6.1%
With #Tags
86.7%
With @Mentions
3.4%
With Emojis
109
Avg Length
Audience Reaction Profile
Conversational
Engages heavily in discussions
14.86
Reply/Original Ratio
0.26
Quote/RT Ratio
Posting Rhythm
Somewhat Bursty
Occasional posting spikes
75.1%
Weekday Posts
24.9%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3,238 tweetsContent Type Distribution
Content Breakdown
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 907 retweets (28% 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 3,238 tweetsEngagement 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 9,996 followersMDaware's audience includes medical professionals, healthcare enthusiasts, and individuals interested in digital media and politics. Their content appeals to those seeking critical perspectives on health and societal issues.
Average
Audience Quality
21.8%
Suspicion Index
17.5%
Low-Quality %
151
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
24.5%
Empty Bio
16.7%
<10 Tweets
30.2%
Mass Following (>2K)
0.0%
New (<90 days)
37.5%
Low Ratio (<0.1)
0.0%
New (<180 days)
82.1%
No URL
10.4%
<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.
Try Bot DetectorFollower Reach & Influence
This account's followers have their own audiences, creating potential for secondary amplification.
17,196,640
Total Potential Reach
151
Median Follower Reach
541
75th Percentile Reach
16.0%
>1K followers
2.6%
>10K followers
0.6%
>50K followers
0.2%
>100K followers
Creator vs Consumer Split
Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).
65.4%
Creators
6,539 accounts
17.9%
Consumers
1,791 accounts
16.7%
Dormant
1,666 accounts
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):
166
Verified Followers
1.66% of total
994
Protected Accounts
9.94% 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 |
|---|---|---|---|
| @RexChapman | 1,252,193 | Commentator | Basketball, Horse racing, Commentary |
| @zammit_marc | 385,177 | Filmmaker | Film, Acting, Producing |
| @fakedansavage | 375,643 | Columnist | Sex, Advice, Podcast |
| @JasonKander | 368,005 | Politician | voting rights, veteran advocacy, family |
| @RobertoBurioni | 355,051 | Medico | Medicina, Virologia, Microbiologia |
| @akalamusic | 316,828 | Musician | Music, Education, Activism |
| @ErinInTheMorn | 196,047 | Meteorologist | Trans rights, Weather, D&D |
| @GunnerGale | 189,459 | Producer | Zombies, Sci-fi, Soccer |
| @samanthamaiden | 185,603 | Political Editor | Politics, Journalism, Author |
| @bunsenbernerbmd | 177,151 | - | - |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
7,552
Followers With Bio
2,448
Followers Without Bio
75.52%
% With Bio
24.48%
% 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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Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.
Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 3,238 analyzed170,748
Combined Engagement
34,992
Total Likes
135,756
Total Retweets
34,150
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
0%
With Hashtags
80%
With @Mentions
100%
With Links
Topical Analysis:
RT @shouldhaveanima: NO STOPPING https://t.co/9AI39q0cnj
this is much worse than it sounds at first https://t.co/COmbWVTG2L https://t.co/5cueNIE03r
RT @rebeccawatson: https://t.co/U3HaV3ISAr https://t.co/BfdpeO1bIc
RT @Titans: We asked people on Broadway to help us with our 2023 schedule release. 🤣 📺: 2023 Schedule Release on @nflnetwork https://t.co/31LsUUDn3O
RT @BarackObama: We are failing our children. Guns are now the leading cause of death for children in the U.S. Michelle and I mourn with the students and families of the Covenant School today. https://t.co/8X9qKKzB9d
Key Insights & Takeaways
MDaware often highlights the severity of medical and societal issues, using personal and professional experience to inform their views. They engage with controversial topics, blending medical expertise with political commentary. Their content encourages discussion and debate, reflecting a strong interest in public discourse.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 62,401
- + 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 @MDaware reveals an well-established Twitter presence with 62,401 followers. The account demonstrates a conversation-first approach, averaging 242.1 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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