ShamaineDaniels
Congressional candidate for PA-10, three-term Councilwoman from the City of Harrisburg, educator, attorney, mom.
11,839
Followers
1,325
Following
2,071
Tweets
635.8
Avg Engagement
50
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @ShamaineDaniels'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:2012-07-10
- Verification:No
- Location:Harrisburg, PA
Data Summary
- Tweets Analyzed:1,823
- Avg Likes per Tweet:6.6
- Avg Retweets per Tweet:629.2
- Followers Analyzed:12,740
Engagement Analysis
Based on 1,823 tweetsHer tweets typically receive around 478 likes and 227 retweets on average, indicating moderate engagement. The use of hashtags like #PardonMePerry suggests a strategic effort to mobilize support and awareness.
6.6
Avg Likes/Tweet
629.2
Avg Retweets/Tweet
12,101
Total Likes
1,146,959
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
0
Median Likes
2
Median Retweets
31
75th Percentile
200,026
Top Tweet
53.7
Engagement per 1K Followers
Normalized influence metric
Viral Spikes
Engagement Pattern
Few posts get most engagement
Posting Behavior
Content style and format preferences
Curator
Amplifies others content frequently
42.9%
Original
9.3%
Replies
44.8%
Retweets
3.1%
Quotes
0.0%
Threads
0.8%
With Media
73.8%
With Links
30.7%
With #Tags
56.9%
With @Mentions
1.5%
With Emojis
121
Avg Length
Audience Reaction Profile
Broadcast
Focuses on original content over replies
0.22
Reply/Original Ratio
0.07
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
79.0%
Weekday Posts
21.0%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 1,823 tweetsContent Type Distribution
Content Breakdown
What This Reveals About Their Strategy
This is a content-creator focused account that primarily shares original thoughts, ideas, and media. With original content dominating their feed, they position themselves as a source of new information rather than a curator. This strategy works well for establishing thought leadership.
The 816 retweets (45% 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 1,823 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 12,740 followersHer audience includes voters in Pennsylvania's 10th district, particularly those concerned with local governance and political accountability. She also targets supporters of progressive policies and community-driven initiatives.
Good
Audience Quality
17.2%
Suspicion Index
14.7%
Low-Quality %
297
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
26.7%
Empty Bio
4.7%
<10 Tweets
33.3%
Mass Following (>2K)
0.0%
New (<90 days)
23.2%
Low Ratio (<0.1)
0.0%
New (<180 days)
86.0%
No URL
2.8%
<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.
51,937,901
Total Potential Reach
297
Median Follower Reach
1,201
75th Percentile Reach
28.1%
>1K followers
3.6%
>10K followers
0.5%
>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).
89.1%
Creators
11,357 accounts
6.2%
Consumers
788 accounts
4.7%
Dormant
595 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):
143
Verified Followers
1.12% of total
1,196
Protected Accounts
9.39% of total
9 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 | 14,106,803 | Wrestler | Wrestling, Motivation, Self-promotion |
| @verified | 4,201,715 | - | - |
| @MaryLTrump | 1,646,571 | Activist | #blacklivesmatter, LGBTQ+, pronouns |
| @soledadobrien | 1,320,582 | Journalist | working, mom, journalist |
| @donwinslow | 935,468 | Author | books, writing, reading |
| @NOH8Campaign | 802,102 | Activism | equality, bullying, discrimination |
| @DrEricDing | 783,023 | Epidemiologist | Epidemiology, Health, Whistleblower |
| @AdamParkhomenko | 738,266 | Strategist | Politics, Fatherhood, Consulting |
| @SchadenJake | 595,450 | Editor | Food, Psychology, New York |
| @fred_guttenberg | 526,118 | Activist | Gun safety, activism, family |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
9,336
Followers With Bio
3,404
Followers Without Bio
73.28%
% With Bio
26.72%
% 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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Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 1,823 analyzed577,382
Combined Engagement
0
Total Likes
577,382
Total Retweets
115,476
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
0%
With Hashtags
100%
With @Mentions
60%
With Links
Topical Analysis:
RT @BarackObama: Thank you to all the first responders and people helping each other out. That's what we do as Americans. Here's one way you can help now. https://t.co/iGfE8rAoAu
RT @HillaryClinton: "This loss hurts. But please never stop believing that fighting for what’s right is worth it." —Hillary
RT @BarackObama: Health care has always been about something bigger than politics: it's about the character of our country. https://t.co/UqLO14Hef7
RT @billpeduto: As the Mayor of Pittsburgh, I can assure you that we will follow the guidelines of the Paris Agreement for our people, our economy & future. https://t.co/3znXGTcd8C
RT @SenWarren: I will not be silent about a nominee for AG who has made derogatory & racist comments that have no place in our justice system.
Key Insights & Takeaways
She leverages her legal and political background to challenge her opponent's credibility. Her campaign emphasizes community involvement and transparency. She uses direct calls to action, such as fundraising appeals, to engage supporters.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 11,839
- + 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 @ShamaineDaniels reveals an well-established Twitter presence with 11,839 followers. The account demonstrates a content-creator strategy, averaging 635.8 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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