sarah

sarah

@sarah_frags

internet being (not real) | val @version1gg | @yukiaim | 1000rr peak | x _ x ~ @tupperwareplays prom date ~ business: sarah@evolved.gg

20 she/they ⚢ 🧛‍♀️⚧️ https://www.twitch.tv/sarah_frags Joined 2019-01-24 Date of Analysis: ديسمبر 16, 2025

31003

Followers

1067

Following

3473

Tweets

370,4

Avg Engagement

41

Listed

Yes

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @sarah_frags'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:2019-01-24
  • Verification:Yes
  • Location:20 she/they ⚢ 🧛‍♀️⚧️

Data Summary

  • Tweets Analyzed:575
  • Avg Likes per Tweet:357,4
  • Avg Retweets per Tweet:13,1
  • Followers Analyzed:26333

Engagement Analysis

Based on 575 tweets

Her tweets receive a high number of likes and some retweets, indicating a strong level of audience interaction and interest.

357,4

Avg Likes/Tweet

13,1

Avg Retweets/Tweet

205479

Total Likes

7512

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

37

Median Likes

0

Median Retweets

167

75th Percentile

14821

Top Tweet

11,95

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

16,0%

Original

80,5%

Replies

2,1%

Retweets

1,4%

Quotes

0,0%

Threads

0,0%

With Media

25,9%

With Links

1,9%

With #Tags

82,1%

With @Mentions

9,7%

With Emojis

87

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

5,03

Reply/Original Ratio

0,67

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

66,3%

Weekday Posts

33,7%

Weekend Posts

Top Hashtags

#sqnwin (2) #nootnootwin (1) #sarah (1) #heretoslay (1) #99strengthwin (1) #pleasedonate (1) #savevalorant (1) #betterhelp (1) #neverdone (1) #vamos (1)

Most Mentioned

@florscnt (44) @alexisfps (25) @noiafps (18) @tupperwareplays (18) @immortals (15) @_od26 (14) @melanji (13) @riotgames (13) @fnaticbolt (13) @lykachu_ (12)

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Content Strategy Analysis

Based on 575 tweets

Content Type Distribution

Content Breakdown

Original Tweets 92 (16%)
Replies 463 (81%)
Retweets 12 (2%)
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 12 retweets (2% 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 575 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 26333 followers

Her audience appears to be a mix of gaming enthusiasts and casual followers interested in her personal and humorous take on life.

Good

Audience Quality

16,7%

Suspicion Index

18,5%

Low-Quality %

45

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

28,4%

Empty Bio

14,3%

<10 Tweets

5,3%

Mass Following (>2K)

0,0%

New (<90 days)

44,0%

Low Ratio (<0.1)

0,0%

New (<180 days)

73,4%

No URL

8,5%

<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.

37244276

Total Potential Reach

45

Median Follower Reach

177

75th Percentile Reach

6,5%

>1K followers

1,2%

>10K followers

0,3%

>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).

67,4%

Creators

17748 accounts

18,3%

Consumers

4831 accounts

14,3%

Dormant

3754 accounts

524

Verified Followers

1,99% of total

3,7%

Professional Bios

founder, dev, analyst, etc.

0,13

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):

she/her (184) United States (148) Canada (128) California, USA (100) Los Angeles, CA (83) 18 (71) he/him (71) Toronto, Ontario (69) 日本 (64) 19 (51)

524

Verified Followers

1.99% of total

3575

Protected Accounts

13.58% 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 14105674 Wrestler Wrestling, Motivation, Self-promotion
@LeBronJames 1006040 - -
@QuarterJade 782702 Streamer Video games, streaming, contact
@jordanfisher 500580 Actor actor, producer, music maker
@ShahZaMk 482722 Valorant Player Valorant, Sentinels, Gaming
@Slasher 386319 Esports Consultant esports, gaming, internet culture
@mikaya_mia 382229 Content Creator cosplay, content creation, gaming
@starsmitten_ 343229 Gamer gaming, esports, content creation
@ZexRow 333426 Gamer Gaming, Business, France
@jiims 319607 Online Seller Free albums, Gadget, Ayuminati

Top Keywords in Follower Bios

valorant (2127) player (1271) twitch (463) val (429) sheher (416) gamer (393) streamer (353) play (341) radiant (337) games (330)

Top Hashtags in Follower Bios

#1 (80) #valorant (24) #100t (17) #zetawin (13) #letsgoliquid (10) #g2army (10) #apex (10) #blacklivesmatter (10) #c9win (10) #blm (9)

18852

Followers With Bio

7481

Followers Without Bio

71.59%

% With Bio

28.41%

% 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 575 analyzed

42690

Combined Engagement

40637

Total Likes

2053

Total Retweets

8538

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

0%

With @Mentions

100%

With Links

Topical Analysis:

Humor Gaming Personal Expression Internet Culture Relatability

Key Insights & Takeaways

Her content often includes humor and personal anecdotes, which resonate well with her followers. She frequently references gaming and online communities, suggesting a strong connection to that space. Her use of emojis and casual language makes her tweets more approachable and engaging.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 31003
  • + 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 @sarah_frags reveals an well-established Twitter presence with 31003 followers. The account demonstrates a conversation-first approach, averaging 370,4 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: ديسمبر 16, 2025