Bruce Irvin

Bruce Irvin

@BIrvin_WVU11

Trying to reach the top because it's too crowded at the bottom.

Atlanta Joined 2010-12-16 Date of Analysis: Dec 16, 2025

278,693

Followers

1,776

Following

14,688

Tweets

711.8

Avg Engagement

983

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @BIrvin_WVU11'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: Macro Influencer (100K+)
  • Account Age:2010-12-16
  • Verification:No
  • Location:Atlanta

Data Summary

  • Tweets Analyzed:3,166
  • Avg Likes per Tweet:508.6
  • Avg Retweets per Tweet:203.2
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,166 tweets

The average likes and retweets indicate a highly engaged audience. The content is well-received and often shared, suggesting a strong connection with followers.

508.6

Avg Likes/Tweet

203.2

Avg Retweets/Tweet

1,610,307

Total Likes

643,223

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

101

Median Likes

18

Median Retweets

474

75th Percentile

144,628

Top Tweet

2.55

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

61.0%

Original

20.6%

Replies

9.7%

Retweets

8.7%

Quotes

0.0%

Threads

0.6%

With Media

29.8%

With Links

8.2%

With #Tags

46.3%

With @Mentions

19.9%

With Emojis

58

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.34

Reply/Original Ratio

0.89

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

71.5%

Weekday Posts

28.5%

Weekend Posts

Top Hashtags

#wvu (58) #raidernation (15) #seahawks (11) #babyreggie (10) #pressvirginia (10) #12thman (9) #hailwv (7) #facts (6) #gohawks (6) #51 (5)

Most Mentioned

@birvin_wvu11 (510) @52mack_ (40) @infinitysports0 (33) @seahawks (32) @jus_showoff (29) @raiders (26) @bwagz54 (23) @rsherman_25 (19) @iamsb3 (19) @tayaustin01 (19)

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Content Strategy Analysis

Based on 3,166 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1,930 (61%)
Replies 653 (21%)
Retweets 308 (10%)
Quote Tweets 275 (9%)

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 308 retweets (10% 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 3,166 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 50,000 followers

The audience likely includes sports fans, especially those interested in football, and individuals looking for motivational messages. They also seem to enjoy lighthearted and relatable content.

Average

Audience Quality

25.9%

Suspicion Index

30.5%

Low-Quality %

27

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

43.2%

Empty Bio

26.6%

<10 Tweets

11.3%

Mass Following (>2K)

0.0%

New (<90 days)

58.7%

Low Ratio (<0.1)

0.0%

New (<180 days)

89.9%

No URL

17.7%

<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.

52,848,386

Total Potential Reach

27

Median Follower Reach

138

75th Percentile Reach

4.0%

>1K followers

0.6%

>10K followers

0.2%

>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).

52.4%

Creators

26,217 accounts

20.9%

Consumers

10,461 accounts

26.6%

Dormant

13,322 accounts

299

Verified Followers

0.6% of total

3.6%

Professional Bios

founder, dev, analyst, etc.

0.07

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):

Seattle, WA (1,066) United States (796) Washington, USA (543) Atlanta, GA (388) West Virginia, USA (324) California, USA (278) Charlotte, NC (198) Los Angeles, CA (187) Seattle (186) Georgia, USA (178)

368

Verified Followers

0.37% of total

8,044

Protected Accounts

8.04% of total

7 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 14,102,284 Wrestler Wrestling, Motivation, Self-promotion
@ochocinco 3,242,904 Researcher Football, Gaming, Analytics
@Panthers 3,075,823 Sports Team Football, Carolina, Dancing
@zlj517 1,990,597 Spokesman Geopolitics, Diplomacy, Communication
@KameronBennett 1,812,836 DJ Music, DJing, Booking
@SinghLions 1,334,554 Restaurateur Food, Travel, Influencer
@BaronDavis 1,030,323 Entrepreneur Investor, Finesser, Creator
@EAMaddenNFL 1,017,782 Gaming Gaming, Madden NFL, Tech Support
@espnsutcliffe 940,034 Sports Reporter Sports, Reporting, Contact
@NipseyHussle 894,006 Rapper Music, Entrepreneurship, Activism

Top Keywords in Follower Bios

sports (3,615) love (3,183) football (2,540) life (2,314) seahawks (1,850) nfl (1,737) father (1,201) music (1,180) god (1,170) family (1,160)

Top Hashtags in Follower Bios

#raidernation (384) #seahawks (383) #gohawks (272) #keeppounding (259) #1 (148) #seausrise (123) #lakeshow (85) #blm (83) #raiders (78) #blacklivesmatter (76)

44,558

Followers With Bio

55,442

Followers Without Bio

44.56%

% With Bio

55.44%

% 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 3,166 analyzed

365,766

Combined Engagement

70,080

Total Likes

295,686

Total Retweets

73,153

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

60%

With @Mentions

40%

With Links

Topical Analysis:

Humor Personal Growth Sports Motivation Relatability

Key Insights & Takeaways

The user frequently uses humor to connect with their audience and share personal experiences. They often highlight personal growth and overcoming challenges, which resonates with many followers. Their content includes a mix of sports commentary and motivational messages, appealing to a wide range of interests.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 278,693
  • + 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 @BIrvin_WVU11 reveals an well-established Twitter presence with 278,693 followers. The account demonstrates a content-creator strategy, averaging 711.8 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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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