Dr. Kiki Sanford

Dr. Kiki Sanford

@drkiki

Science ninjas unite! Speaker Exec VP @AssocSciComm Science host @TWIScience Producer Former blue check #scicomm https://mastodon.social/@DrKiki https://t.co/G6TLgqow2i

Portland, OR https://about.me/drkiki Joined 2007-06-26 Date of Analysis: Dec 16, 2025

177,911

Followers

6,476

Following

49,210

Tweets

143.4

Avg Engagement

3,470

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @drkiki'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:2007-06-26
  • Verification:No
  • Location:Portland, OR

Data Summary

  • Tweets Analyzed:3,231
  • Avg Likes per Tweet:5.7
  • Avg Retweets per Tweet:137.7
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,231 tweets

Their tweets typically receive moderate engagement, with an average of 264 likes and 39 retweets, indicating a dedicated but niche following.

5.7

Avg Likes/Tweet

137.7

Avg Retweets/Tweet

18,577

Total Likes

444,813

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

1

Median Likes

0

Median Retweets

6

75th Percentile

95,992

Top Tweet

0.81

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Conversationalist

Highly engaged in discussions

8.4%

Original

70.5%

Replies

9.5%

Retweets

11.6%

Quotes

0.0%

Threads

0.2%

With Media

22.9%

With Links

6.8%

With #Tags

79.6%

With @Mentions

4.6%

With Emojis

96

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

8.41

Reply/Original Ratio

1.23

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

75.8%

Weekday Posts

24.2%

Weekend Posts

Top Hashtags

#scicomm (55) #science (33) #scitalk22 (22) #sciencetwitter (18) #podcast (16) #chatwithasc (10) #covid19 (9) #scitalk23 (8) #sciart (7) #twis (5)

Most Mentioned

@twiscience (119) @ibookery (92) @sciencetalkorg (75) @padresj (53) @blairsmenagerie (48) @cstampeen (41) @ureallykicking (39) @sheril_ (37) @dan_christensen (36) @caulfieldtim (35)

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Content Strategy Analysis

Based on 3,231 tweets

Content Type Distribution

Content Breakdown

Original Tweets 271 (8%)
Replies 2,278 (71%)
Retweets 306 (9%)
Quote Tweets 376 (12%)

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 306 retweets (9% 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 3,231 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

Drkiki's audience is primarily interested in science, health, and media literacy, with a focus on critical thinking and skepticism.

Average

Audience Quality

30.8%

Suspicion Index

43.4%

Low-Quality %

27

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

54.1%

Empty Bio

45.0%

<10 Tweets

12.8%

Mass Following (>2K)

0.0%

New (<90 days)

50.9%

Low Ratio (<0.1)

0.0%

New (<180 days)

83.0%

No URL

32.7%

<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.

141,328,928

Total Potential Reach

27

Median Follower Reach

149

75th Percentile Reach

8.5%

>1K followers

2.0%

>10K followers

0.7%

>50K followers

0.4%

>100K followers

Creator vs Consumer Split

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

35.5%

Creators

17,745 accounts

19.5%

Consumers

9,743 accounts

45.0%

Dormant

22,512 accounts

261

Verified Followers

0.52% of total

8.9%

Professional Bios

founder, dev, analyst, etc.

0.1

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 (259) Dhaka, Bangladesh (195) Los Angeles, CA (154) Nigeria (146) California, USA (135) Washington, DC (132) India (131) Portland, OR (128) London, England (128) Lagos, Nigeria (124)

385

Verified Followers

0.39% of total

9,306

Protected Accounts

9.31% of total

10 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 14,100,313 Wrestler Wrestling, Motivation, Self-promotion
@joerogan 10,856,435 Comedian Stand up comedy, MMA, psychedelics
@altonbrown 4,393,419 Chef Cooking, Science, Humor
@Alyssa_Milano 3,500,131 - -
@joelmchale 3,203,818 Actor Comedy, Acting, Hosting
@Variety 2,911,409 Entertainment industry Entertainment, Business, Variety
@benlandis 2,847,500 - -
@DanRather 2,700,932 Journalist Journalism, storytelling, reading
@alispagnola 2,348,447 Musician Music, Comedy, Fitness
@BeatsByAssassin 2,261,756 Multitalented Actor, Director, Rapper

Top Keywords in Follower Bios

science (2,796) love (2,424) life (1,910) student (1,116) music (1,004) world (1,002) lover (926) follow (910) engineer (864) sheher (854)

Top Hashtags in Follower Bios

#scicomm (275) #science (142) #blm (77) #stem (74) #blacklivesmatter (66) #resist (53) #1 (40) #tech (39) #womeninstem (37) #ai (36)

44,765

Followers With Bio

55,235

Followers Without Bio

44.77%

% With Bio

55.23%

% 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 3,231 analyzed

269,963

Combined Engagement

0

Total Likes

269,963

Total Retweets

53,993

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

0%

With Links

Topical Analysis:

Science Communication Misinformation Critical Thinking Public Health Media Literacy

Key Insights & Takeaways

Drkiki emphasizes the importance of critical thinking and media literacy in the age of misinformation. They often address public health issues and the role of science communication in society. Their content encourages audience interaction and reflection on the nature of science and misinformation.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 177,911
  • + 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 @drkiki reveals an well-established Twitter presence with 177,911 followers. The account demonstrates a conversation-first approach, averaging 143.4 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