Barbara Gaskins
Frmr US House Candidate NC-03, Nationally Certified Reentry Professional, Founder United Coalition for Hip Hop Culture PAC,
51,027
Followers
2,215
Following
1,867
Tweets
535.1
Avg Engagement
119
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @Barbara4NC'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:2021-07-21
- Verification:No
- Location:Eastern NC
Data Summary
- Tweets Analyzed:1,686
- Avg Likes per Tweet:435.5
- Avg Retweets per Tweet:99.7
- Followers Analyzed:10,000
Engagement Analysis
Based on 1,686 tweetsHer tweets typically receive a high number of likes and retweets, indicating strong audience interaction. She frequently shares personal and political content that resonates with her followers.
435.5
Avg Likes/Tweet
99.7
Avg Retweets/Tweet
734,182
Total Likes
168,033
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
19
Median Likes
6
Median Retweets
107
75th Percentile
43,453
Top Tweet
10.49
Engagement per 1K Followers
Normalized influence metric
Viral Spikes
Engagement Pattern
Few posts get most engagement
Posting Behavior
Content style and format preferences
Mixed
Balanced content approach
45.9%
Original
46.0%
Replies
0.3%
Retweets
7.8%
Quotes
0.0%
Threads
0.2%
With Media
39.8%
With Links
17.6%
With #Tags
38.9%
With @Mentions
19.0%
With Emojis
145
Avg Length
Audience Reaction Profile
Interactive
Balances broadcasting with conversation
1.0
Reply/Original Ratio
26.2
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
77.6%
Weekday Posts
22.4%
Weekend Posts
Top Hashtags
Most Mentioned
Want This Report as PDF?
We're building PDF export for these analytics reports. Register your interest to get early access.
Content Strategy Analysis
Based on 1,686 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 5 retweets (0% 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 1,686 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 10,000 followersHer audience includes politically engaged individuals, particularly in North Carolina, and those interested in social justice and hip hop culture. She also attracts followers interested in education reform and racial equity.
Below Average
Audience Quality
37.5%
Suspicion Index
100.0%
Low-Quality %
270
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
100.0%
Empty Bio
100.0%
<10 Tweets
0.0%
Mass Following (>2K)
0.0%
New (<90 days)
0.0%
Low Ratio (<0.1)
0.0%
New (<180 days)
88.3%
No URL
100.0%
<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.
Try Bot DetectorFollower Reach & Influence
This account's followers have their own audiences, creating potential for secondary amplification.
39,800,315
Total Potential Reach
270
Median Follower Reach
1,181
75th Percentile Reach
27.5%
>1K followers
3.7%
>10K followers
0.8%
>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).
0.0%
Creators
0 accounts
0.0%
Consumers
0 accounts
100.0%
Dormant
10,000 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):
0
Verified Followers
0.0% of total
716
Protected Accounts
7.16% 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 |
|---|---|---|---|
| @JohnCena | 14,092,792 | Wrestler | Wrestling, Motivation, Self-promotion |
| @joncoopertweets | 1,293,110 | Political Strategist | Politics, Fundraising, Campaigns |
| @DevinCow | 706,031 | Satirist | Politics, Satire, Journalism |
| @IamMzilikazi | 555,160 | Musician | Pan-African music, Album, Rise |
| @ZimEye | 437,437 | Journalist | Zimbabwe, Africa, Journalism |
| @codeofvets | 408,945 | - | - |
| @MisterSalesman | 387,849 | Author | Books, Writing, Hosting |
| @EvanKirstel | 350,197 | Tech Influencer | Tech, B2B, Social media |
| @StephenCaggiano | 341,631 | Content Creator | Content creation, Access, Resource for creators |
| @STU_ACTOR | 339,139 | Actor | Acting, British, TV |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
7,070
Followers With Bio
2,930
Followers Without Bio
70.7%
% With Bio
29.3%
% 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.
Buy Follower Data
Export full follower list with profile details, bios, locations, and follower counts as CSV.
Buy Followers - from $15Buy Tweet Data
Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.
Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 1,686 analyzed182,968
Combined Engagement
155,287
Total Likes
27,681
Total Retweets
36,594
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
0%
With Hashtags
0%
With @Mentions
20%
With Links
Topical Analysis:
Do you agree the FULL TRUTH about slavery in America should be taught in public schools? I want to see how many of my followers realize this issue still hasn't gone away.
Retweet if you are eternally grateful for Letitia James right now.
If an experienced, qualified black woman ran as a Democrat for president, would you be willing to support her?
My grandmother turns 94 today please wish her a very happy birthday!!!🎉 https://t.co/FcCgeI6g0d
Retweet if you think it is time to abolish the electoral college.
Key Insights & Takeaways
She uses personal milestones, like her grandmother's birthday, to connect with her audience on an emotional level. Her political questions challenge followers to reflect on race, representation, and historical narratives. She blends personal storytelling with political advocacy, which helps maintain engagement and relevance.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 51,027
- + 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 @Barbara4NC reveals an well-established Twitter presence with 51,027 followers. The account demonstrates a conversation-first approach, averaging 535.1 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.
Need Programmatic Access?
We're building an API for developers and researchers. Get access to Twitter data programmatically for your applications and analysis.
Register Interest for API Access