Callum Ferguson

Callum Ferguson

@calferguson12

Husband to Rhiannon. Father to Layla & Spencer. @7Cricket & @TripleMCricket. Ambassador for: @Gray_Nicolls @CFSouthAus Insta:calferguson12

Adelaide Joined 2010-11-30 Date of Analysis: Dec 16, 2025

117,892

Followers

853

Following

2,552

Tweets

66.1

Avg Engagement

289

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @calferguson12'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:2010-11-30
  • Verification:No
  • Location:Adelaide

Data Summary

  • Tweets Analyzed:2,488
  • Avg Likes per Tweet:18.5
  • Avg Retweets per Tweet:47.6
  • Followers Analyzed:10,000

Engagement Analysis

Based on 2,488 tweets

His tweets receive a high number of likes and retweets, indicating strong audience interaction. The consistent engagement highlights his role as a content creator within the cricket community.

18.5

Avg Likes/Tweet

47.6

Avg Retweets/Tweet

45,933

Total Likes

118,503

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

0

Median Likes

0

Median Retweets

4

75th Percentile

72,748

Top Tweet

0.56

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

33.5%

Original

52.0%

Replies

11.2%

Retweets

3.4%

Quotes

0.0%

Threads

0.6%

With Media

26.2%

With Links

40.3%

With #Tags

90.3%

With @Mentions

7.5%

With Emojis

108

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

1.55

Reply/Original Ratio

0.3

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

70.9%

Weekday Posts

29.1%

Weekend Posts

Top Hashtags

#ashes (23) #t20worldcup (14) #garyputlandfacts (14) #howaythelads (12) #thundernation (12) #coyr (12) #turninguptheheat (12) #pakvaus (11) #bbl05 (11) #toonarmy (10)

Most Mentioned

@krichardson47 (269) @theodrop (178) @calferguson12 (157) @tdpaine36 (151) @westendredbacks (133) @tomcooper26 (129) @obi_11 (99) @aidenblizzard3 (90) @jarrodwalsh (89) @tludey (80)

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Content Strategy Analysis

Based on 2,488 tweets

Content Type Distribution

Content Breakdown

Original Tweets 833 (33%)
Replies 1,293 (52%)
Retweets 278 (11%)
Quote Tweets 84 (3%)

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 278 retweets (11% 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 2,488 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 10,000 followers

His audience likely includes cricket fans, sports enthusiasts, and followers of cricket-related brands. The engagement suggests a community interested in player performances and cricket news.

Average

Audience Quality

33.7%

Suspicion Index

31.3%

Low-Quality %

17

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

41.3%

Empty Bio

36.9%

<10 Tweets

14.8%

Mass Following (>2K)

0.0%

New (<90 days)

83.1%

Low Ratio (<0.1)

0.0%

New (<180 days)

94.1%

No URL

21.4%

<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.

20,260,987

Total Potential Reach

17

Median Follower Reach

68

75th Percentile Reach

2.4%

>1K followers

0.5%

>10K followers

0.1%

>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).

35.5%

Creators

3,548 accounts

27.6%

Consumers

2,760 accounts

36.9%

Dormant

3,692 accounts

22

Verified Followers

0.22% of total

4.7%

Professional Bios

founder, dev, analyst, etc.

0.03

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):

Pakistan (194) Lahore, Pakistan (163) Karachi, Pakistan (121) Punjab, Pakistan (112) India (98) Dhaka, Bangladesh (91) Islamabad, Pakistan (83) Peshawar, Pakistan (67) Bangladesh (48) Hyderabad, India (46)

22

Verified Followers

0.22% of total

719

Protected Accounts

7.19% 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 14,093,834 Wrestler Wrestling, Motivation, Self-promotion
@Swannyg66 917,810 Commentator Cricket, Commentating, Speaking
@HarisRauf14 889,336 Cricketer Cricket, Fast Bowling, PSL
@IamMzilikazi 550,124 Musician Pan-African music, Album, Rise
@andrewbogut 422,641 Podcaster Basketball, Podcasting, Sports
@isaguha 275,538 Sports Commentator Cricket, Music, Science
@erinvholland 257,682 Presenter Cricket, Singing, Presenting
@SSscoop475 244,766 Activist World Peace, Civil Rights, Tibetan Buddhism
@grantelliottnz 174,494 Cricketer Cricket, Commentary, Instagram
@melindafarrell 144,437 Cricket Journalist Cricket, Travel, Journalism

Top Keywords in Follower Bios

cricket (766) love (366) lover (296) student (271) proud (229) life (181) sports (177) pakistan (171) pakistani (154) engineer (134)

Top Hashtags in Follower Bios

#cricket (14) #engineer (5) #cricketlover (5) #pakistan (5) #peace (4) #i (4) #student (4) #proud (4) #proud_pakistani (4) #muslim (4)

5,872

Followers With Bio

4,128

Followers Without Bio

58.72%

% With Bio

41.28%

% 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 2,488 analyzed

111,793

Combined Engagement

12,419

Total Likes

99,374

Total Retweets

22,359

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

40%

With Hashtags

80%

With @Mentions

40%

With Links

Topical Analysis:

Cricket Sports Brand Engagement Player Appreciation Social Media Presence

Key Insights & Takeaways

He frequently mentions and praises cricket players, indicating a strong affinity for the sport and its athletes. His use of handles like @7Cricket and @TripleMCricket suggests involvement with cricket leagues or teams. He engages with brands like @Gray_Nicolls and @CFSouthAus, showing potential partnerships or sponsorships.

Strengths

  • + Established follower base of 117,892
  • + 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 @calferguson12 reveals an growing Twitter presence with 117,892 followers. The account demonstrates a conversation-first approach, averaging 66.1 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.

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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