Luke McCaffrey

Luke McCaffrey

@mccaffrey_luke

Joined 2014-10-21 Date of Analysis: Dec 16, 2025

14,586

Followers

761

Following

370

Tweets

38

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @mccaffrey_luke'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:2014-10-21
  • Verification:No
  • Location:Not specified

Data Summary

  • Followers Analyzed:14,562

Want This Report as PDF?

We're building PDF export for these analytics reports. Register your interest to get early access.

Register Interest

Audience Demographics

Based on 14,562 followers

The audience may be niche or not highly engaged, given the low interaction rates. The verified status could imply credibility, but it doesn't translate to high engagement.

Good

Audience Quality

15.8%

Suspicion Index

21.5%

Low-Quality %

153

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

37.8%

Empty Bio

9.0%

<10 Tweets

14.0%

Mass Following (>2K)

0.0%

New (<90 days)

28.6%

Low Ratio (<0.1)

0.0%

New (<180 days)

87.0%

No URL

5.2%

<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.

Try Bot Detector

Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

57,540,818

Total Potential Reach

153

Median Follower Reach

393

75th Percentile Reach

9.1%

>1K followers

1.8%

>10K followers

0.5%

>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).

76.5%

Creators

11,138 accounts

14.5%

Consumers

2,114 accounts

9.0%

Dormant

1,310 accounts

184

Verified Followers

1.26% of total

4.8%

Professional Bios

founder, dev, analyst, etc.

0.21

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):

Omaha, NE (476) Lincoln, NE (434) Nebraska, USA (381) Colorado, USA (192) United States (182) Denver, CO (179) Nebraska (146) Houston, TX (81) Louisville, KY (72) Highlands Ranch, CO (45)

184

Verified Followers

1.26% of total

2,118

Protected Accounts

14.54% 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 14,179,104 Wrestler Wrestling, Motivation, Self-promotion
@AdamSchefter 10,483,834 Sports Journalist NFL, Insider, Podcast
@Panthers 3,063,844 Sports Team Football, Carolina, Dancing
@charliekirk11 2,530,390 Political Commentator Conservative, Politics, Christianity
@6BillionPeople 2,008,511 - -
@deshaunwatson 1,416,629 Football Player Football, Marketing, Inquiries
@soledadobrien 1,299,063 Journalist working, mom, journalist
@LILBTHEBASEDGOD 1,228,153 Rapper Music, Writing, Film
@CageTheElephant 1,118,003 Musician Music, Rock, Alternative
@JoeyBats19 1,033,755 Baseball Player Baseball, Philanthropy, Sports

Top Keywords in Follower Bios

football (762) sports (634) husband (524) father (504) coach (470) nebraska (447) university (440) love (436) husker (400) life (376)

Top Hashtags in Follower Bios

#gbr (231) #huskers (89) #goblue (42) #1 (38) #keeppounding (36) #chiefskingdom (22) #broncoscountry (21) #gocards (21) #gobigred (20) #l1c4 (16)

9,063

Followers With Bio

5,499

Followers Without Bio

62.24%

% With Bio

37.76%

% 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 $15

Buy Tweet Data

Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.

Buy Tweets - from $15

Key Insights & Takeaways

The account has no bio, which may limit personal connection with followers. Low engagement suggests the content may not be resonating with the audience. The verified status does not correlate with high engagement, indicating potential issues with content strategy or audience reach.

Strengths

  • + Established follower base of 14,586
  • + 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 @mccaffrey_luke reveals an growing Twitter presence with 14,586 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.

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

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