Josh Shapiro

Josh Shapiro

@JoshShapiroPA

Dad to 4 kids. Married to my high school sweetheart. Governor of Pennsylvania at @GovernorShapiro.

Pennsylvania, USA https://joshshapiro.org/ Joined 2009-03-13 Date of Analysis: Dec 16, 2025

286,526

Followers

3,417

Following

21,405

Tweets

2,259.6

Avg Engagement

1,348

Listed

Yes

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @JoshShapiroPA'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:2009-03-13
  • Verification:Yes
  • Location:Pennsylvania, USA

Data Summary

  • Tweets Analyzed:3,246
  • Avg Likes per Tweet:1,809.9
  • Avg Retweets per Tweet:449.7
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,246 tweets

His tweets receive a high number of likes and retweets, showing strong audience interaction. The engagement rate indicates a loyal and active follower base.

1,809.9

Avg Likes/Tweet

449.7

Avg Retweets/Tweet

5,874,969

Total Likes

1,459,766

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

530

Median Likes

134

Median Retweets

1,933

75th Percentile

77,536

Top Tweet

7.89

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Broadcaster

Primarily shares original content

74.7%

Original

18.4%

Replies

4.6%

Retweets

2.3%

Quotes

0.0%

Threads

0.2%

With Media

61.0%

With Links

4.2%

With #Tags

13.9%

With @Mentions

4.9%

With Emojis

175

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.25

Reply/Original Ratio

0.5

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

73.4%

Weekday Posts

26.6%

Weekend Posts

Top Hashtags

#teamshapiro (33) #throwbackthursday (9) #weare (8) #shapirosquad (7) #laborday (6) #pride (6) #pennsylvania (4) #january6committee (4) #teamshapirodavis (4) #flyeaglesfly (3)

Most Mentioned

@joshshapiropa (98) @austindavispa (84) @johnfetterman (25) @allin_pa (23) @bob_casey (19) @students4shaps (15) @madeleinedean (13) @governorshapiro (10) @eascarpenters (8) @teamjoshpa (8)

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Content Strategy Analysis

Based on 3,246 tweets

Content Type Distribution

Content Breakdown

Original Tweets 2,426 (75%)
Replies 598 (18%)
Retweets 148 (5%)
Quote Tweets 74 (2%)

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 148 retweets (5% 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 3,246 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 50,000 followers

His audience includes Pennsylvania residents and political supporters, likely interested in policy discussions and state governance. The engagement suggests a mix of political and general public interest.

Average

Audience Quality

23.0%

Suspicion Index

27.9%

Low-Quality %

54

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

42.4%

Empty Bio

20.0%

<10 Tweets

16.2%

Mass Following (>2K)

0.0%

New (<90 days)

46.3%

Low Ratio (<0.1)

0.0%

New (<180 days)

87.8%

No URL

13.3%

<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.

183,950,006

Total Potential Reach

54

Median Follower Reach

261

75th Percentile Reach

10.2%

>1K followers

1.2%

>10K followers

0.3%

>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).

63.3%

Creators

31,640 accounts

16.7%

Consumers

8,356 accounts

20.0%

Dormant

10,004 accounts

499

Verified Followers

1.0% of total

7.9%

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):

Philadelphia, PA (931) Pennsylvania, USA (914) United States (864) Pittsburgh, PA (736) Washington, DC (328) USA (264) New York, NY (218) Los Angeles, CA (202) California, USA (199) Pennsylvania (190)

807

Verified Followers

0.81% of total

11,226

Protected Accounts

11.23% of total

7 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
@katyperry 108,203,678 Singer Love, Light, Music
@JohnCena 14,102,342 Wrestler Wrestling, Motivation, Self-promotion
@jordanbpeterson 4,130,777 Psychologist Education, Psychology, Podcasts
@GeorgeTakei 3,439,776 Actor Star Trek, Internet, Resistance
@staceyabrams 2,872,550 Politician politics, activism, writing
@ProjectLincoln 2,743,125 Political Strategist Politics, Activism, Leadership
@mariashriver 2,181,497 Journalist Family, Media, Alzheimer's
@Cosmopolitan 1,550,297 Magazine cocktails, mixology, recipes
@jonfavs 1,441,849 Podcaster Politics, Media, Podcasting
@arielhelwani 1,329,947 Journalist MMA, Spotify, BTSport

Top Keywords in Follower Bios

love (3,882) mom (3,596) lover (2,954) life (2,580) proud (2,494) democrat (2,234) retired (2,173) dms (2,046) sheher (2,035) wife (1,977)

Top Hashtags in Follower Bios

#blm (1,199) #resist (1,163) #voteblue (722) #bluecrew (513) #blacklivesmatter (440) #fbr (363) #lgbtq (250) #resistance (241) #prochoice (228) #resister (220)

60,759

Followers With Bio

39,241

Followers Without Bio

60.76%

% With Bio

39.24%

% 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 3,246 analyzed

300,698

Combined Engagement

244,994

Total Likes

55,704

Total Retweets

60,140

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

0%

With @Mentions

20%

With Links

Topical Analysis:

Politics Public Service Social Media Engagement Policy Governance Abortion Rights National Events

Key Insights & Takeaways

Shapiro's tweets often highlight his political achievements and stance on key issues like abortion and national events. He frequently references his role as Governor and his campaign for re-election. His content is focused on public service and political accountability, resonating with his audience.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 286,526
  • + 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 @JoshShapiroPA reveals an exceptionally influential Twitter presence with 286,526 followers. The account demonstrates a content-creator strategy, averaging 2,259.6 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