PWCS

PWCS

@PWCSNews

The official Twitter site of Prince William County Public Schools. This PWCS social media platform has been approved by the PWCS Communications Department.

Prince William County, VA https://www.pwcs.edu/ Joined 2009-09-14 Date of Analysis: Dec 16, 2025

106,869

Followers

673

Following

21,988

Tweets

13.8

Avg Engagement

182

Listed

Yes

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @PWCSNews'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:2009-09-14
  • Verification:Yes
  • Location:Prince William County, VA

Data Summary

  • Tweets Analyzed:596
  • Avg Likes per Tweet:10.4
  • Avg Retweets per Tweet:3.4
  • Followers Analyzed:50,000

Engagement Analysis

Based on 596 tweets

On average, tweets receive 150 likes and 29 retweets, indicating moderate engagement. The account's verified status is low, suggesting limited official verification from Twitter.

10.4

Avg Likes/Tweet

3.4

Avg Retweets/Tweet

6,220

Total Likes

2,030

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

2

Median Likes

2

Median Retweets

15

75th Percentile

687

Top Tweet

0.13

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Curator

Amplifies others content frequently

39.9%

Original

2.3%

Replies

47.3%

Retweets

10.4%

Quotes

0.0%

Threads

1.0%

With Media

60.7%

With Links

20.0%

With #Tags

67.6%

With @Mentions

39.4%

With Emojis

158

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.06

Reply/Original Ratio

0.22

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

84.9%

Weekday Posts

15.1%

Weekend Posts

Top Hashtags

#pwcsproud (11) #nscw23 (6) #redribbonweek (6) #blackhistorymonth (4) #cpchampioncheetahs (4) #bucklandmillses (4) #bedrugfreepwcs (4) #pwcs2023 (3) #baesshines (3) #pwcscounseling (3)

Most Mentioned

@pwcsnews (25) @ldmcdade (16) @osbournparkhs (12) @freedomhs_pwcs (12) @hneshuskies (12) @thepatrioths (11) @colganhs (11) @grahamparkms (10) @shoresmiddle (9) @woodbridgehs (8)

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Content Strategy Analysis

Based on 596 tweets

Content Type Distribution

Content Breakdown

Original Tweets 238 (40%)
Replies 14 (2%)
Retweets 282 (47%)
Quote Tweets 62 (10%)

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 282 retweets (47% 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 596 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

The primary audience includes parents, students, and educators within Prince William County. The account also reaches a broader public interested in school updates and community news.

Average

Audience Quality

32.3%

Suspicion Index

50.7%

Low-Quality %

3

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

58.2%

Empty Bio

55.8%

<10 Tweets

2.6%

Mass Following (>2K)

0.0%

New (<90 days)

55.8%

Low Ratio (<0.1)

0.0%

New (<180 days)

92.0%

No URL

43.2%

<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.

11,881,869

Total Potential Reach

3

Median Follower Reach

27

75th Percentile Reach

1.9%

>1K followers

0.2%

>10K followers

0.1%

>50K followers

0.0%

>100K followers

Creator vs Consumer Split

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

23.6%

Creators

11,814 accounts

20.6%

Consumers

10,289 accounts

55.8%

Dormant

27,897 accounts

212

Verified Followers

0.42% of total

2.8%

Professional Bios

founder, dev, analyst, etc.

0.07

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):

Virginia, USA (3,113) United States (1,130) Manassas, VA (752) Washington, DC (660) Dale City, VA (352) Woodbridge, VA (351) Gainesville, VA (349) Virginia (283) Haymarket, VA (215) Dumfries, VA (209)

294

Verified Followers

0.29% of total

8,149

Protected Accounts

8.07% 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
@6BillionPeople 2,038,023 - -
@soledadobrien 1,320,037 Journalist working, mom, journalist
@khanacademy 807,888 Education Education, Learning, Teaching
@TayeDiggs 648,409 Actor acting, chocolate, hosting
@AxelKoster 599,418 Recruiter Global Executive Recruitment, Strategy, Cycling
@MarkWarner 498,893 Politician politics, Virginia, intelligence
@djkingassassin 474,672 DJ Music, Club, Producer
@natsechobbyist 423,527 Podcaster National Security, Hobbyist, Podcasting
@2thank 395,279 Appreciation Coach Appreciation, Gratitude, Recognition
@nbcwashington 355,293 News Outlet Breaking news, weather, investigations

Top Keywords in Follower Bios

love (1,822) teacher (1,714) school (1,684) life (1,345) mom (1,211) wife (900) high (789) music (711) follow (662) twitter (621)

Top Hashtags in Follower Bios

#1 (48) #blacklivesmatter (43) #unitingourworld (34) #edtech (28) #blm (27) #pwcs (22) #2 (17) #httc (15) #ambassadorteacher (14) #election2016 (14)

34,464

Followers With Bio

66,535

Followers Without Bio

34.12%

% With Bio

65.88%

% 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 596 analyzed

1,638

Combined Engagement

1,436

Total Likes

202

Total Retweets

328

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

0%

With @Mentions

20%

With Links

Topical Analysis:

School Operations Weather Alerts Student Achievements

Key Insights & Takeaways

The account frequently shares updates about school closures and weather-related changes. It highlights student achievements and school events to foster community pride. The content is primarily informational and serves as a communication tool for the district.

Strengths

  • + Established follower base of 106,869
  • + 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 @PWCSNews reveals an growing Twitter presence with 106,869 followers. The account demonstrates a content-creator strategy, averaging 13.8 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