Sam Cao🟧

Sam Cao🟧

@SamCaoOhio

Board Member @leaderswedeserv // @VOT_Ohio @ohiostudentact // Old at Heart // Inquiries - samcao@samcaoohio.com

Ohio, USA Joined 2022-02-12 Date of Analysis: 12月 16, 2025

33,403

Followers

1,519

Following

2,796

Tweets

1,000.5

Avg Engagement

73

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @SamCaoOhio'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:2022-02-12
  • Verification:No
  • Location:Ohio, USA

Data Summary

  • Tweets Analyzed:595
  • Avg Likes per Tweet:302.9
  • Avg Retweets per Tweet:697.6
  • Followers Analyzed:34,941

Engagement Analysis

Based on 595 tweets

His tweets receive a high number of likes and retweets, indicating strong audience interaction. The content is often shared widely, especially on political and civic topics.

302.9

Avg Likes/Tweet

697.6

Avg Retweets/Tweet

180,216

Total Likes

415,100

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

3

Median Likes

14

Median Retweets

339

75th Percentile

61,676

Top Tweet

29.95

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

19.5%

Original

45.7%

Replies

33.4%

Retweets

1.3%

Quotes

0.0%

Threads

0.7%

With Media

17.5%

With Links

2.7%

With #Tags

77.8%

With @Mentions

12.9%

With Emojis

127

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.34

Reply/Original Ratio

0.04

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

73.9%

Weekday Posts

26.1%

Weekend Posts

Top Hashtags

#myvotemyvibe (3) #oh01 (2) #allinforohio (2) #tennesseethree (1) #genzers (1) #genzwave (1) #remembertheirnames (1) #hb458 (1) #voting (1) #electionday (1)

Most Mentioned

@davidhogg111 (29) @douglaswalton99 (27) @mulligan4oh (27) @davidpepper (24) @ethannichols02 (14) @samcaoohio (14) @voterstomorrow (12) @santiagomayer_ (11) @samforohio (11) @voteholt (10)

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Content Strategy Analysis

Based on 595 tweets

Content Type Distribution

Content Breakdown

Original Tweets 116 (19%)
Replies 272 (46%)
Retweets 199 (33%)
Quote Tweets 8 (1%)

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 199 retweets (33% 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 595 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 34,941 followers

His audience includes students, educators, and young voters in Ohio. He also engages with political activists and community organizers.

Good

Audience Quality

18.7%

Suspicion Index

13.9%

Low-Quality %

321

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

25.5%

Empty Bio

4.3%

<10 Tweets

39.5%

Mass Following (>2K)

0.0%

New (<90 days)

24.4%

Low Ratio (<0.1)

0.0%

New (<180 days)

88.5%

No URL

2.4%

<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.

101,162,031

Total Potential Reach

321

Median Follower Reach

1,256

75th Percentile Reach

29.1%

>1K followers

3.4%

>10K followers

0.6%

>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).

89.2%

Creators

31,170 accounts

6.5%

Consumers

2,260 accounts

4.3%

Dormant

1,511 accounts

466

Verified Followers

1.33% of total

8.8%

Professional Bios

founder, dev, analyst, etc.

0.26

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 (854) Ohio, USA (424) California, USA (383) USA (297) Florida, USA (288) Texas, USA (197) Los Angeles, CA (189) Chicago, IL (177) Ohio (149) New York, USA (146)

466

Verified Followers

1.33% of total

3,013

Protected Accounts

8.62% 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 14,105,673 Wrestler Wrestling, Motivation, Self-promotion
@tedlieu 1,657,329 Politician Family, USAF, Congress
@joncoopertweets 1,250,139 Political Strategist Politics, Fundraising, Campaigns
@davidhogg111 1,237,000 Activist politics, activism, advocacy
@mmpadellan 1,218,275 Political Commentator #BlueWave2022, #Feminist, #TheResistance
@adventuregirl 1,112,577 Influencer Adventure, Content Creation, TV
@donwinslow 935,341 Author books, writing, reading
@JoJoFromJerz 841,658 Political Commentator politics, news, puns
@NOH8Campaign 802,073 Activism equality, bullying, discrimination
@glennkirschner2 717,747 Legal Analyst Law, Justice, Politics

Top Keywords in Follower Bios

mom (2,222) love (2,098) dms (1,939) blm (1,784) democrat (1,701) blue (1,652) lover (1,630) proud (1,523) resist (1,401) retired (1,392)

Top Hashtags in Follower Bios

#blm (1,184) #resist (1,182) #voteblue (664) #bluecrew (487) #blacklivesmatter (333) #fbr (324) #lgbtq (245) #resistance (229) #resister (217) #prochoice (216)

26,037

Followers With Bio

8,904

Followers Without Bio

74.52%

% With Bio

25.48%

% 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 595 analyzed

212,691

Combined Engagement

98,731

Total Likes

113,960

Total Retweets

42,538

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

60%

With @Mentions

20%

With Links

Topical Analysis:

Voter Registration Youth Activism Political Controversy Education Civic Engagement

Key Insights & Takeaways

He is a young, active voice in Ohio politics and civic engagement. He emphasizes voter registration and education, especially among Gen-Z. He frequently highlights controversial political issues, such as gun rights in schools.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 33,403
  • + 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 @SamCaoOhio reveals an exceptionally influential Twitter presence with 33,403 followers. The account demonstrates a conversation-first approach, averaging 1,000.5 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: 12月 16, 2025