Sewell Chan

Sewell Chan

@sewellchan

Editor in Chief @TexasTribune · Board Member @CJR @FreedomHouse @PulitzerPrizes @rcfp

Austin, TX https://www.texastribune.org/ Joined 2007-03-15 Date of Analysis: Dec 16, 2025

49,776

Followers

4,791

Following

36,977

Tweets

361.8

Avg Engagement

1,205

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @sewellchan'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:2007-03-15
  • Verification:No
  • Location:Austin, TX

Data Summary

  • Tweets Analyzed:3,240
  • Avg Likes per Tweet:18.5
  • Avg Retweets per Tweet:343.2
  • Followers Analyzed:9,994

Engagement Analysis

Based on 3,240 tweets

sewellchan's tweets receive an average of 3,773 likes and 981 retweets, indicating a highly engaged audience. The consistent engagement suggests a strong following and trust in their content.

18.5

Avg Likes/Tweet

343.2

Avg Retweets/Tweet

60,033

Total Likes

1,112,066

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

0

Median Likes

18

Median Retweets

91

75th Percentile

41,627

Top Tweet

7.27

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

8.5%

Original

11.1%

Replies

79.7%

Retweets

0.6%

Quotes

0.0%

Threads

0.7%

With Media

73.5%

With Links

21.0%

With #Tags

93.8%

With @Mentions

2.9%

With Emojis

225

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

1.3

Reply/Original Ratio

0.01

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

82.0%

Weekday Posts

18.0%

Weekend Posts

Top Hashtags

#txlege (488) #sb14 (18) #electionday (17) #breaking (11) #uvalde (10) #ttevents (10) #tx2022 (9) #texas (8) #elpaso (7) #tribfest23 (6)

Most Mentioned

@texastribune (533) @patricksvitek (247) @robertdownen_ (111) @james_barragan (109) @mcgeereports (75) @joshuafechter (63) @alexnguyen2311 (60) @eklib (55) @evanasmith (50) @zachdespart (48)

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Content Strategy Analysis

Based on 3,240 tweets

Content Type Distribution

Content Breakdown

Original Tweets 277 (9%)
Replies 361 (11%)
Retweets 2,583 (80%)
Quote Tweets 19 (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 2,583 retweets (80% 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 3,240 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 9,994 followers

The audience primarily consists of journalists, media professionals, and political observers interested in news and media integrity. They are likely engaged with current events and discussions around media reform.

Below Average

Audience Quality

37.5%

Suspicion Index

100.0%

Low-Quality %

367

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

100.0%

Empty Bio

100.0%

<10 Tweets

0.0%

Mass Following (>2K)

0.0%

New (<90 days)

0.0%

Low Ratio (<0.1)

0.0%

New (<180 days)

69.4%

No URL

100.0%

<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.

76,107,214

Total Potential Reach

367

Median Follower Reach

1,463

75th Percentile Reach

31.5%

>1K followers

6.3%

>10K followers

1.7%

>50K followers

1.0%

>100K followers

Creator vs Consumer Split

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

0.0%

Creators

0 accounts

0.0%

Consumers

0 accounts

100.0%

Dormant

9,994 accounts

0

Verified Followers

0.0% of total

0.0%

Professional Bios

founder, dev, analyst, etc.

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):

Austin, TX (343) Washington, DC (197) Houston, TX (179) New York, NY (141) United States (136) Texas, USA (123) Dallas, TX (119) Los Angeles, CA (108) Texas (84) San Antonio, TX (80)

0

Verified Followers

0.0% of total

1,104

Protected Accounts

11.04% of total

9 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 14,098,627 Wrestler Wrestling, Motivation, Self-promotion
@GeorgeTakei 3,406,237 Actor Star Trek, Internet, Resistance
@gtconway3d 2,228,138 Lawyer Lawyer, Columnist, Corgi
@miguelhotero 1,936,088 Journalist Politics, Journalism, Leadership
@jdickerson 1,904,578 Journalist News, Politics, Journalism
@RexChapman 1,248,145 Commentator Basketball, Horse racing, Commentary
@BillKristol 1,042,753 Political Commentator Politics, Journalism, Commentary
@propublica 931,215 Journalist Investigative journalism, accountability, transparency
@JohnKasich 896,646 Politician Politics, Family, Climate Change
@dougulman 841,309 Nonprofit Leader Cancer, Cycling, Philanthropy

Top Keywords in Follower Bios

mom (446) reporter (428) editor (418) former (411) sheher (402) news (346) writer (303) texas (292) alum (285) journalist (279)

Top Hashtags in Follower Bios

#blm (74) #resist (54) #voteblue (38) #blacklivesmatter (37) #txlege (35) #resistance (15) #prochoice (15) #theresistance (13) #standwithukraine (12) #ai (11)

7,804

Followers With Bio

2,196

Followers Without Bio

78.04%

% With Bio

21.96%

% 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 3,240 analyzed

141,354

Combined Engagement

0

Total Likes

141,354

Total Retweets

28,271

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

20%

With Links

Topical Analysis:

Journalism Ethics Political Commentary Media Independence

Key Insights & Takeaways

sewellchan emphasizes the need for media to center voter voices over polling predictions. They highlight the importance of ethical journalism and resisting political pressures. Their advocacy for media independence is evident through support for publications like the Texas Observer.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 49,776
  • + 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 @sewellchan reveals an well-established Twitter presence with 49,776 followers. The account demonstrates a conversation-first approach, averaging 361.8 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