Public Policy Forum

Public Policy Forum

@ppforumca

Good Policy. Better Canada | Bonnes politiques. Meilleur Canada

Canada (Ottawa) https://ppforum.ca/ Joined 2010-03-26 Date of Analysis: Dec 16, 2025

15,154

Followers

2,892

Following

13,229

Tweets

373

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @ppforumca'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:2010-03-26
  • Verification:No
  • Location:Canada (Ottawa)

Data Summary

  • Followers Analyzed:15,036

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Audience Demographics

Based on 15,036 followers

The primary audience likely includes Canadian citizens, policymakers, and individuals interested in political and policy debates. The account may also attract academics and public servants.

Good

Audience Quality

15.0%

Suspicion Index

12.7%

Low-Quality %

368

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

18.5%

Empty Bio

10.2%

<10 Tweets

26.7%

Mass Following (>2K)

0.0%

New (<90 days)

18.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

61.0%

No URL

6.9%

<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.

55,240,016

Total Potential Reach

368

Median Follower Reach

1,235

75th Percentile Reach

29.2%

>1K followers

4.2%

>10K followers

0.8%

>50K followers

0.4%

>100K followers

Creator vs Consumer Split

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

78.6%

Creators

11,822 accounts

11.2%

Consumers

1,687 accounts

10.2%

Dormant

1,527 accounts

257

Verified Followers

1.71% of total

23.4%

Professional Bios

founder, dev, analyst, etc.

0.37

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):

Canada (880) Toronto, Ontario (864) Ottawa, Ontario (843) Toronto (536) Ottawa (409) Ottawa, Canada (239) Toronto, Canada (210) Ontario, Canada (166) Ottawa, ON (141) Montréal, Québec (140)

257

Verified Followers

1.71% of total

1,512

Protected Accounts

10.06% of total

10 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 14,172,430 Wrestler Wrestling, Motivation, Self-promotion
@soledadobrien 1,299,688 Journalist working, mom, journalist
@nonprofitorgs 767,722 Nonprofit Advocate Nonprofits, Digital Marketing, Fundraising
@CBC 724,164 Media Canada, Art, Television
@TayeDiggs 636,166 Actor acting, chocolate, hosting
@CalvinHelin 584,665 Author empowerment, responsibility, self-reliance
@RVAwonk 438,394 Behavioral Scientist mis/disinformation, cognitive security, mediated communication
@witnessorg 329,455 Activist human rights, video, training
@peoplesearches 318,816 Investigator MissingPersons, LawEnforcement, Trafficking
@RosieBarton 268,375 Journalist politics, coffee, high heels

Top Keywords in Follower Bios

policy (1,522) public (1,296) views (1,025) canada (817) health (621) tweets (614) research (593) canadian (586) social (585) director (560)

Top Hashtags in Follower Bios

#cdnpoli (105) #innovation (38) #onpoli (30) #policy (28) #gcdigital (27) #leadership (24) #publicpolicy (24) #ai (23) #mentalhealth (22) #sustainability (22)

12,250

Followers With Bio

2,786

Followers Without Bio

81.47%

% With Bio

18.53%

% 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 prioritize content over engagement, focusing on policy dissemination rather than interaction. Low engagement could suggest a need for more interactive content or targeted outreach. The verified status indicates some level of credibility or institutional backing.

Strengths

  • + Established follower base of 15,154
  • + 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 @ppforumca reveals an growing Twitter presence with 15,154 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