Stanford Law School

Stanford Law School

@StanfordLaw

The official account of @Stanford Law School

Stanford, California, USA https://law.stanford.edu/ Joined 2008-08-27 Date of Analysis: Dec 16, 2025

72,077

Followers

1,047

Following

27,198

Tweets

8.8

Avg Engagement

1,201

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @StanfordLaw'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:2008-08-27
  • Verification:No
  • Location:Stanford, California, USA

Data Summary

  • Tweets Analyzed:3,226
  • Avg Likes per Tweet:1.9
  • Avg Retweets per Tweet:6.9
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,226 tweets

The account has moderate engagement with an average of 71 likes and 18 retweets per tweet. Engagement appears to be consistent, though not exceptionally high compared to other academic accounts.

1.9

Avg Likes/Tweet

6.9

Avg Retweets/Tweet

6,012

Total Likes

22,225

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

1

Median Likes

1

Median Retweets

5

75th Percentile

9,610

Top Tweet

0.12

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

64.4%

Original

0.2%

Replies

35.1%

Retweets

0.3%

Quotes

0.0%

Threads

0.1%

With Media

99.0%

With Links

20.9%

With #Tags

89.8%

With @Mentions

2.0%

With Emojis

236

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.0

Reply/Original Ratio

0.01

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

97.8%

Weekday Posts

2.2%

Weekend Posts

Top Hashtags

#stanfordlawmag (155) #techlaw (69) #corpgov (36) #accesstojustice (24) #netneutrality (16) #legaltech (16) #ai (15) #futurelaw2022 (15) #patentlaw (14) #antitrust (14)

Most Mentioned

@stanfordlaw (416) @stanfordlawmag (373) @persily (173) @slstechlaw (138) @codexstanford (123) @stanfordcyber (100) @evelyndouek (97) @marklemley (95) @nytimes (95) @stanfordrock (88)

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Content Strategy Analysis

Based on 3,226 tweets

Content Type Distribution

Content Breakdown

Original Tweets 2,077 (64%)
Replies 8 (0%)
Retweets 1,131 (35%)
Quote Tweets 10 (0%)

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 1,131 retweets (35% 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 3,226 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 10,000 followers

The primary audience includes law students, faculty, and legal professionals interested in academic developments. It also attracts followers interested in legal scholarship and public policy.

Average

Audience Quality

29.6%

Suspicion Index

34.0%

Low-Quality %

20

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

38.8%

Empty Bio

38.9%

<10 Tweets

13.5%

Mass Following (>2K)

0.0%

New (<90 days)

61.8%

Low Ratio (<0.1)

0.0%

New (<180 days)

85.4%

No URL

29.2%

<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.

19,715,731

Total Potential Reach

20

Median Follower Reach

123

75th Percentile Reach

5.3%

>1K followers

1.0%

>10K followers

0.2%

>50K followers

0.1%

>100K followers

Creator vs Consumer Split

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

40.8%

Creators

4,078 accounts

20.3%

Consumers

2,030 accounts

38.9%

Dormant

3,892 accounts

131

Verified Followers

1.31% of total

8.9%

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):

United States (79) India (51) Los Angeles, CA (47) New Delhi, India (46) San Francisco, CA (40) California, USA (37) London, England (37) Washington, DC (36) New York, USA (32) Accra, Ghana (30)

131

Verified Followers

1.31% of total

1,505

Protected Accounts

15.05% of total

4 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 14,093,849 Wrestler Wrestling, Motivation, Self-promotion
@digitalassetbuy 330,193 Speculator Cryptocurrency, Investing, Speculation
@insidehighered 247,284 Education education, news, resources
@KhadarGulaid 244,056 Politician Politics, Government, Somalia
@Dr_Rafizadeh 121,685 Political Analyst Politics, Business, Science
@Nacion321 114,108 News Outlet News, Videos, TV
@ChemistPD 105,048 Chemist fitness, healthy eating, digital art
@MarcoBuschmann 102,827 - -
@berthamariaD 102,690 Abogada Law, Justice, Advocacy
@ThinkingCrypto1 102,045 - -

Top Keywords in Follower Bios

law (907) student (346) lawyer (294) legal (243) university (204) love (156) phd (143) life (142) rights (139) human (133)

Top Hashtags in Follower Bios

#law (17) #bitcoin (14) #crypto (7) #blockchain (7) #legaltech (7) #lawyer (7) #stophazaragenocide (7) #ai (6) #blacklivesmatter (6) #politics (5)

6,116

Followers With Bio

3,884

Followers Without Bio

61.16%

% With Bio

38.84%

% 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 3,226 analyzed

13,612

Combined Engagement

0

Total Likes

13,612

Total Retweets

2,722

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

80%

With Links

Topical Analysis:

Legal Education Faculty Appointments Academic Research Law And Technology Democracy Public Policy
Stanford Law School
@StanfordLaw

RT @mromano: One of our clients—sentenced to die in prison. He was given a new chance and now drives trucks for a living. He just saw snow for the very first time in his life. https://t.co/Pg5Td6s9sA

2022-02-17
Retweets: 9,610 Likes: 0 Engagement: 9,610
Stanford Law School
@StanfordLaw

RT @BarackObama: The way I’m going to evaluate any proposal touching on social media and the internet is whether it strengthens or weakens the prospects for healthy, inclusive democracy. https://t.co/jmPMO28KMU

2022-04-22
Retweets: 2,939 Likes: 0 Engagement: 2,939
Stanford Law School
@StanfordLaw

RT @GavinNewsom: I’m proud to nominate Justice Patricia Guerrero to be the first Latina Justice on the California Supreme Court. Her story is what CA is all about: Brilliant, accomplished &amp; widely respected. The daughter of immigrants &amp; raised in the Imperial Valley. h

2022-02-16
Retweets: 591 Likes: 0 Engagement: 591
Stanford Law School
@StanfordLaw

RT @MichelleM_Mello: My husband had a stroke after a COVID vaccination. Here’s what perseverant truth-seeking about vaccines &amp; adverse events can turn up.* https://t.co/i8R7L0D9af Hope this story helps someone who’s trying to figure it all out. *Spoiler alert: Nope, wasn’t

2023-05-22
Retweets: 247 Likes: 0 Engagement: 247
Stanford Law School
@StanfordLaw

RT @vanschewick: BREAKING: Broadband providers suing California’s historic #netneutrality law withdraw their lawsuit after three consecutive federal court losses. That means ISPs give up fighting the law in court. This is a big deal. My statement, background &amp; details: https:

2022-05-05
Retweets: 225 Likes: 0 Engagement: 225

Key Insights & Takeaways

The account frequently highlights faculty appointments and academic collaborations, indicating a focus on institutional growth and scholarly engagement. It shares content related to law, technology, and democracy, suggesting an interest in interdisciplinary legal issues. The use of verified accounts and academic hashtags reinforces its credibility and academic focus.

Strengths

  • + Established follower base of 72,077
  • + 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 @StanfordLaw reveals an growing Twitter presence with 72,077 followers. The account demonstrates a content-creator strategy, averaging 8.8 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