The Frontier

The Frontier

@readfrontier

Investigative and enterprise journalism that shines a light on Oklahoma. Sign up for our newsletters: https://www.readfrontier.org/newsletters/

Tulsa, OK https://www.readfrontier.org/ Joined 2015-03-08 Date of Analysis: Dec 16, 2025

15,658

Followers

995

Following

9,113

Tweets

284

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @readfrontier'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:2015-03-08
  • Verification:No
  • Location:Tulsa, OK

Data Summary

  • Followers Analyzed:15,575

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Audience Demographics

Based on 15,575 followers

The audience is likely composed of residents of Oklahoma and individuals interested in local journalism and investigative reporting. They may also include media professionals and policymakers.

Good

Audience Quality

16.1%

Suspicion Index

17.8%

Low-Quality %

161

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

28.5%

Empty Bio

11.4%

<10 Tweets

19.0%

Mass Following (>2K)

0.0%

New (<90 days)

26.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

74.0%

No URL

7.2%

<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.

54,529,662

Total Potential Reach

161

Median Follower Reach

621

75th Percentile Reach

18.0%

>1K followers

2.5%

>10K followers

0.4%

>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).

75.5%

Creators

11,759 accounts

13.1%

Consumers

2,039 accounts

11.4%

Dormant

1,777 accounts

197

Verified Followers

1.26% of total

15.7%

Professional Bios

founder, dev, analyst, etc.

0.23

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):

Tulsa, OK (1,167) Oklahoma City, OK (1,150) Oklahoma, USA (839) Oklahoma (524) Oklahoma City (329) Norman, OK (267) United States (215) Edmond, OK (181) Tulsa, Oklahoma (160) OKC (143)

197

Verified Followers

1.26% of total

2,158

Protected Accounts

13.86% 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 14,175,221 Wrestler Wrestling, Motivation, Self-promotion
@hrw 5,070,748 Human Rights Human Rights, Abuses, Advocacy
@alispagnola 2,309,422 Musician Music, Comedy, Fitness
@michellemalkin 2,014,299 Commentator Conservative, Author, Commentator
@soledadobrien 1,299,526 Journalist working, mom, journalist
@LILBTHEBASEDGOD 1,228,210 Rapper Music, Writing, Film
@MaddowBlog 1,227,365 Political commentator Politics, News, Commentary
@shaunking 1,000,203 Activist Social justice, activism, journalism
@AskAaronLee 991,748 Regional Manager Social media, Cappuccino, Introvert
@Fahrenthold 789,499 Reporter Trump businesses, MSNBC, investigative reporting

Top Keywords in Follower Bios

oklahoma (958) mom (591) husband (462) sheher (446) lover (443) love (422) former (411) wife (397) state (394) news (388)

Top Hashtags in Follower Bios

#blm (74) #resist (58) #thunderup (54) #blacklivesmatter (46) #boomersooner (46) #oklaed (43) #okstate (26) #1 (22) #oklahoma (21) #okc (21)

11,135

Followers With Bio

4,440

Followers Without Bio

71.49%

% With Bio

28.51%

% 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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Key Insights & Takeaways

The account may benefit from increasing engagement through more interactive content or community-building efforts. Low engagement could suggest a need for better promotion or a more active presence on the platform. The focus on Oklahoma suggests a niche audience, which may limit broader reach.

Strengths

  • + Established follower base of 15,658
  • + 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 @readfrontier reveals an growing Twitter presence with 15,658 followers. The account demonstrates a content-creator strategy, averaging 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