Bärí A. Williams, Esq.
Tech Esq. + Ops | @StubHub + @Facebook alum | DEI/Ethics advocate | Asker of why | Around the way etiquette lover | #TownBusiness | Cal Alum | Views = mine.
31,093
Followers
8,450
Following
59,579
Tweets
70.7
Avg Engagement
353
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @BariAWilliams'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:2015-12-23
- Verification:No
- Location:Oakland, CA
Data Summary
- Tweets Analyzed:3,244
- Avg Likes per Tweet:23.5
- Avg Retweets per Tweet:47.2
- Followers Analyzed:9,996
Engagement Analysis
Based on 3,244 tweetsBari's tweets typically receive a high number of likes and some retweets, indicating a strong and interactive audience. Their content often sparks discussion and debate.
23.5
Avg Likes/Tweet
47.2
Avg Retweets/Tweet
76,383
Total Likes
153,122
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
2
Median Likes
0
Median Retweets
10
75th Percentile
21,499
Top Tweet
2.28
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
5.5%
Original
86.8%
Replies
3.7%
Retweets
4.0%
Quotes
0.0%
Threads
0.1%
With Media
10.6%
With Links
6.0%
With #Tags
91.9%
With @Mentions
3.1%
With Emojis
155
Avg Length
Audience Reaction Profile
Conversational
Engages heavily in discussions
15.9
Reply/Original Ratio
1.08
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
77.9%
Weekday Posts
22.1%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3,244 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 121 retweets (4% 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 3,244 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 followersTheir audience includes professionals in tech and operations, as well as individuals interested in DEI and ethics. They also engage with fans of pop culture and current events.
Below Average
Audience Quality
37.5%
Suspicion Index
100.0%
Low-Quality %
2
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)
87.7%
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.
39,891,284
Total Potential Reach
2
Median Follower Reach
100
75th Percentile Reach
11.2%
>1K followers
3.1%
>10K followers
1.0%
>50K followers
0.6%
>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
9,996 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
337
Protected Accounts
3.37% of total
3 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 | 14,096,055 | Wrestler | Wrestling, Motivation, Self-promotion |
| @RexChapman | 1,249,098 | Commentator | Basketball, Horse racing, Commentary |
| @glennkirschner2 | 727,642 | Legal Analyst | Law, Justice, Politics |
| @guarnaschelli | 710,071 | Chef | cooking, food, television |
| @BruceVH | 590,317 | Life Coach | Podcast, Speaker, Optimist |
| @anildash | 565,846 | Tech influencer | technology, advocacy, community |
| @TizzyEnt | 538,771 | Director & Editor | TV, Films, Music Videos |
| @ChuckCallesto | 513,515 | Political Strategist | Father, Candidate, Political |
| @LPinderOfficial | 513,177 | - | - |
| @PopWrapped | 495,658 | Entertainment News | Entertainment, Pop-culture, Fandoms |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
5,547
Followers With Bio
4,453
Followers Without Bio
55.47%
% With Bio
44.53%
% 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 3,244 analyzed70,391
Combined Engagement
0
Total Likes
70,391
Total Retweets
14,078
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
20%
With Hashtags
100%
With @Mentions
40%
With Links
Topical Analysis:
RT @aakashg0: Twitter revealed its algorithm to the world. But what does it mean for you? I spent the evening analyzing it. Here’s what you need to know:
RT @iamharaldur: People have a hard time defining woke without accidentally saying they want to be able to hate minorities and not face any consequences.
RT @TheDailyShow: Trevor gives thanks to the fans who supported him over the last seven years and the Black women who shaped his life. https://t.co/p2VpOkSm4T
RT @MichaelSteele: So here we are. The GOP-controlled legislature has expelled the two Black Democratic legislators @brotherjones_ and @Justinjpearson but did not remove the white female legislator @VoteGloriaJ. So tell me how to process that because I know what it feels like. #T
RT @roywoodjr: They dropped that Tucker Carlson/Don Lemon news to distract yall from the real truth, Bed Bath & Beyond coupons expire Wednesday. Stay Woke. https://t.co/AF1vQsN0I2
Key Insights & Takeaways
Bari frequently engages with public figures and influencers, suggesting a strategic approach to visibility and influence. They often highlight social justice and ethical issues, indicating a focus on advocacy and awareness. Their content is a mix of personal reflection and public commentary, showing a balance between individual voice and broader societal engagement.
Strengths
- + Established follower base of 31,093
- + 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 @BariAWilliams reveals an growing Twitter presence with 31,093 followers. The account demonstrates a conversation-first approach, averaging 70.7 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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