Pamela Horton

Pamela Horton

@PamelaHorton13

butts :: Celci, Celine, ??? :: cat mom :: She/Her :: Host :: Streamer :: Minecraft :: butts :: cancer survivor #LynchSyndrome :: [email protected]

Los Angeles, CA https://www.twitch.tv/pamelahorton13 Joined 2009-05-31 Date of Analysis: Dec 16, 2025

98,734

Followers

809

Following

20,605

Tweets

633.1

Avg Engagement

352

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @PamelaHorton13'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:2009-05-31
  • Verification:No
  • Location:Los Angeles, CA

Data Summary

  • Tweets Analyzed:3,208
  • Avg Likes per Tweet:205.3
  • Avg Retweets per Tweet:427.9
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,208 tweets

Her tweets receive high engagement, with an average of 10k likes and 1k retweets. She often interacts with her followers and collaborates with other creators.

205.3

Avg Likes/Tweet

427.9

Avg Retweets/Tweet

658,518

Total Likes

1,372,584

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

22

Median Likes

0

Median Retweets

199

75th Percentile

254,036

Top Tweet

6.41

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

24.0%

Original

65.6%

Replies

5.8%

Retweets

4.6%

Quotes

0.0%

Threads

0.7%

With Media

35.4%

With Links

12.1%

With #Tags

80.0%

With @Mentions

19.4%

With Emojis

112

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

2.74

Reply/Original Ratio

0.78

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

73.5%

Weekday Posts

26.5%

Weekend Posts

Top Hashtags

#e32021 (36) #nintendodirect (24) #pamforbay3 (16) #nintendoe3 (16) #bayonetta3 (14) #blacklivesmatter (14) #xboxbethesda (13) #xbox20 (13) #quartzqueen (12) #iswm (11)

Most Mentioned

@ameliatalon (180) @crankgameplays (105) @atomicmari (79) @girbeagly (64) @markiplier (62) @pamelahorton13 (61) @razer (58) @diablo (54) @meloniemac (54) @ricepiratemick (41)

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Content Strategy Analysis

Based on 3,208 tweets

Content Type Distribution

Content Breakdown

Original Tweets 770 (24%)
Replies 2,106 (66%)
Retweets 186 (6%)
Quote Tweets 146 (5%)

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 186 retweets (6% 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 3,208 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

Her audience includes gaming enthusiasts, fans of comedy, and those interested in personal stories. They engage with her humor, collaborations, and candid content.

Average

Audience Quality

23.2%

Suspicion Index

19.0%

Low-Quality %

32

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

24.8%

Empty Bio

21.1%

<10 Tweets

13.6%

Mass Following (>2K)

0.0%

New (<90 days)

61.0%

Low Ratio (<0.1)

0.0%

New (<180 days)

79.5%

No URL

13.2%

<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.

19,964,402

Total Potential Reach

32

Median Follower Reach

123

75th Percentile Reach

3.1%

>1K followers

0.6%

>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).

58.6%

Creators

5,861 accounts

20.3%

Consumers

2,026 accounts

21.1%

Dormant

2,113 accounts

41

Verified Followers

0.41% of total

6.3%

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 (119) she/her (56) Los Angeles, CA (39) she/they (38) they/them (34) Canada (34) California, USA (28) Hell (28) he/him (26) Texas, USA (26)

41

Verified Followers

0.41% of total

1,076

Protected Accounts

10.76% 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 14,092,898 Wrestler Wrestling, Motivation, Self-promotion
@SlimJim 512,405 Snack Influencer meat, long boi, champions
@Moreno 430,937 Influencer Business, Manager, Serious
@TristanSnell 425,790 Lawyer Law, Business, Commentary
@theuniq 382,785 Media Personality Discoveries, Stories, Videos
@LixianTV 262,158 Editor Markiplier, Youtuber, Game Dev
@cloakbrand 204,096 Fashion influencer Gaming, Apparel, Community
@tinyBuild 194,175 Video game publisher video games, memes, anniversary
@impulseSV 183,356 Content Creator Minecraft, Gaming, Content Creation
@WorldofKeralis 182,247 Content Creator Gaming, Building, Business

Top Keywords in Follower Bios

sheher (394) artist (355) love (342) hehim (317) gamer (289) art (279) games (273) account (272) twitch (224) theythem (216)

Top Hashtags in Follower Bios

#marktwt (40) #1 (33) #blacklivesmatter (26) #blm (18) #markiplier (17) #jsetwt (17) #cgptwt (8) #mark (8) #vtuber (7) #ethan (6)

7,522

Followers With Bio

2,478

Followers Without Bio

75.22%

% With Bio

24.78%

% 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 3,208 analyzed

648,021

Combined Engagement

0

Total Likes

648,021

Total Retweets

129,604

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

80%

With Links

Topical Analysis:

Humor Gaming Personal Storytelling Collaboration Streaming

Key Insights & Takeaways

She uses humor and personal anecdotes to connect with her audience. Her content often highlights her gaming and streaming activities. She leverages collaborations to expand her reach and engagement.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 98,734
  • + 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 @PamelaHorton13 reveals an well-established Twitter presence with 98,734 followers. The account demonstrates a conversation-first approach, averaging 633.1 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