Cal Cunningham

Cal Cunningham

@CalforNC

Attorney, Investor, Real Estate Developer, Soldier and Community Volunteer

North Carolina https://www.calcunninghamnc.com/ Joined 2009-11-24 Date of Analysis: Dec 16, 2025

66,782

Followers

614

Following

2,433

Tweets

625.9

Avg Engagement

460

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @CalforNC'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:2009-11-24
  • Verification:No
  • Location:North Carolina

Data Summary

  • Tweets Analyzed:2,407
  • Avg Likes per Tweet:304.0
  • Avg Retweets per Tweet:321.9
  • Followers Analyzed:9,998

Engagement Analysis

Based on 2,407 tweets

Their tweets receive a high number of likes and retweets, indicating strong audience interaction. The content is well-received and widely shared across their network.

304.0

Avg Likes/Tweet

321.9

Avg Retweets/Tweet

731,844

Total Likes

774,785

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

100

Median Likes

42

Median Retweets

464

75th Percentile

183,088

Top Tweet

9.37

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

62.4%

Original

7.0%

Replies

13.2%

Retweets

17.4%

Quotes

0.0%

Threads

1.1%

With Media

87.0%

With Links

29.6%

With #Tags

25.1%

With @Mentions

3.6%

With Emojis

211

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.11

Reply/Original Ratio

1.32

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

78.6%

Weekday Posts

21.4%

Weekend Posts

Top Hashtags

#ncsen (320) #ncpol (124) #ncsenatedebate (83) #calfornc (15) #ecuendorsed (13) #jobs4nc (13) #ncga (11) #nc09 (11) #covid19 (10) #nced (8)

Most Mentioned

@calfornc (90) @nc_governor (40) @ncdhhs (37) @stopbigmoney (20) @mccreadyfornc (16) @senthomtillis (15) @revdrbarber (11) @ncdemparty (11) @thomtillis (11) @barackobama (9)

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Content Strategy Analysis

Based on 2,407 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1,501 (62%)
Replies 169 (7%)
Retweets 318 (13%)
Quote Tweets 419 (17%)

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 318 retweets (13% 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 2,407 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 9,998 followers

CalforNC's audience is primarily interested in politics, public service, and community development. Their followers are likely engaged in local and national affairs.

Average

Audience Quality

23.7%

Suspicion Index

20.1%

Low-Quality %

110

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

32.1%

Empty Bio

13.1%

<10 Tweets

30.7%

Mass Following (>2K)

0.0%

New (<90 days)

46.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

87.1%

No URL

8.2%

<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.

33,087,206

Total Potential Reach

110

Median Follower Reach

467

75th Percentile Reach

15.1%

>1K followers

1.6%

>10K followers

0.5%

>50K followers

0.3%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

73.4%

Creators

7,339 accounts

13.5%

Consumers

1,345 accounts

13.1%

Dormant

1,314 accounts

74

Verified Followers

0.74% of total

9.2%

Professional Bios

founder, dev, analyst, etc.

0.11

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):

United States (212) North Carolina, USA (131) Washington, DC (119) California, USA (89) Charlotte, NC (86) Los Angeles, CA (84) New York, NY (70) USA (54) Raleigh, NC (53) Chicago, IL (50)

74

Verified Followers

0.74% of total

1,244

Protected Accounts

12.44% of total

8 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 14,093,872 Wrestler Wrestling, Motivation, Self-promotion
@mishacollins 2,774,458 Actor Actor, baker, candlestick maker
@johncusack 1,750,494 Actor Movies, Activism, Elephants
@NOH8Campaign 798,819 Activism equality, bullying, discrimination
@tim_fargo 630,168 CEO motivational quotes, twitter tips, social media
@Marcus4Georgia 415,956 Politician Army Veteran, Patriot, Democrat
@JenniferJJacobs 367,682 Journalist Biden admin, Reporting, Iowa
@joshrogin 272,736 Journalist Foreign policy, National security, Journalism
@AWeissmann_ 268,212 Lawyer Law, Investigation, New York
@DWUhlfelderLaw 264,070 Lawyer Family, Law, Activism

Top Keywords in Follower Bios

love (430) mom (361) lover (321) life (259) proud (251) blm (239) democrat (218) sheher (205) wife (201) politics (199)

Top Hashtags in Follower Bios

#blm (175) #resist (173) #blacklivesmatter (75) #voteblue (68) #fbr (58) #resistance (47) #bluewave (37) #resister (36) #theresistance (35) #bidenharris2020 (35)

6,789

Followers With Bio

3,211

Followers Without Bio

67.89%

% With Bio

32.11%

% 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 2,407 analyzed

379,318

Combined Engagement

0

Total Likes

379,318

Total Retweets

75,864

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

40%

With Links

Topical Analysis:

Politics Public Service Healthcare Military Service Community Development

Key Insights & Takeaways

They leverage their military and legal background to build credibility in political and policy discussions. Their focus on community service and public policy resonates with their audience. They use Twitter to promote their political candidacy and highlight key issues like healthcare and national service.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 66,782
  • + 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 @CalforNC reveals an well-established Twitter presence with 66,782 followers. The account demonstrates a content-creator strategy, averaging 625.9 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