frosty ♡

frosty ♡

@sadfrosty

my album finna drop

https://www.youtube.com/sadfrosty Joined 2013-11-15 Date of Analysis: Dec 16, 2025

14,482

Followers

88

Following

11,512

Tweets

345.0

Avg Engagement

8

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @sadfrosty'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:2013-11-15
  • Verification:No
  • Location:Not specified

Data Summary

  • Tweets Analyzed:590
  • Avg Likes per Tweet:132.1
  • Avg Retweets per Tweet:212.9
  • Followers Analyzed:14,846

Engagement Analysis

Based on 590 tweets

Their tweets typically receive high engagement, with an average of 4,198 likes and 565 retweets per tweet.

132.1

Avg Likes/Tweet

212.9

Avg Retweets/Tweet

77,956

Total Likes

125,620

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

38

Median Likes

2

Median Retweets

77

75th Percentile

53,100

Top Tweet

23.83

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

69.2%

Original

13.1%

Replies

14.2%

Retweets

3.6%

Quotes

0.0%

Threads

0.0%

With Media

26.8%

With Links

1.7%

With #Tags

27.3%

With @Mentions

23.2%

With Emojis

47

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.19

Reply/Original Ratio

0.25

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

72.9%

Weekday Posts

27.1%

Weekend Posts

Top Hashtags

#happycult (5) #twg (1) #blacklivesmatter (1) #newprofilepic (1) #happycultempire (1) #pullup (1)

Most Mentioned

@sadfrosty (51) @dcthedon__ (17) @713bran (11) @prodastroboy (9) @ezzx10 (9) @outlaw_html (6) @diiieeeegoooo (6) @tytheguy__ (5) @cameron34061104 (4) @imsleepaf (3)

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Content Strategy Analysis

Based on 590 tweets

Content Type Distribution

Content Breakdown

Original Tweets 408 (69%)
Replies 77 (13%)
Retweets 84 (14%)
Quote Tweets 21 (4%)

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 84 retweets (14% 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 590 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 14,846 followers

Their audience appears to be interested in pop culture, humor, and edgy content, with a focus on younger demographics.

Good

Audience Quality

19.0%

Suspicion Index

20.3%

Low-Quality %

29

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

30.2%

Empty Bio

18.3%

<10 Tweets

6.3%

Mass Following (>2K)

0.0%

New (<90 days)

48.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

79.0%

No URL

10.3%

<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.

17,274,057

Total Potential Reach

29

Median Follower Reach

120

75th Percentile Reach

4.8%

>1K followers

0.6%

>10K followers

0.2%

>50K followers

0.2%

>100K followers

Creator vs Consumer Split

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

58.5%

Creators

8,692 accounts

23.1%

Consumers

3,430 accounts

18.3%

Dormant

2,724 accounts

106

Verified Followers

0.71% of total

3.2%

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 (240) Houston, TX (180) Los Angeles, CA (99) California, USA (76) Chicago, IL (75) Atlanta, GA (69) New York, USA (57) Florida, USA (56) Texas, USA (53) North Carolina, USA (40)

106

Verified Followers

0.71% of total

1,441

Protected Accounts

9.71% of total

5 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
@SoundCloud 2,293,731 Musician Music, Fair pay, Fan-powered royalties
@6BillionPeople 2,038,000 - -
@GirlsNoteBook 1,439,337 Influencer Self-improvement, Positive vibes, INFJ
@PontiacMadeDDG 1,112,131 Rapper Music, Die 4 Respect
@SleepSkee 711,646 Musician Music, Independent, Artist
@Flight23White 639,727 Athlete Basketball, Travel, Music
@aliciagrimes71 500,472 Influencer Youtube influencers, Music, Magazine
@FunnyQuotees 476,961 Comedian Funny, Quotes, Laugh
@Dylan_Bostic 349,632 Wrestler Pro Wrestling, Boxing, Acting
@NoHoesGeorge 316,905 Influencer Marvel, Internet, Celebrity

Top Keywords in Follower Bios

music (352) ig (244) follow (231) make (219) love (216) rip (196) life (172) artist (169) youtube (169) account (150)

Top Hashtags in Follower Bios

#1 (33) #blacklivesmatter (31) #llj (14) #blm (11) #lljw (9) #freetayk (7) #joyconboyzforever (7) #lakeshow (7) #dubnation (7) #999 (6)

10,360

Followers With Bio

4,486

Followers Without Bio

69.78%

% With Bio

30.22%

% 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 590 analyzed

129,730

Combined Engagement

17,037

Total Likes

112,693

Total Retweets

25,946

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

80%

With @Mentions

100%

With Links

Topical Analysis:

Humor Controversy Personal Branding Edgy Content Pop Culture

Key Insights & Takeaways

Their top tweets include personal milestones and controversial statements, indicating a mix of personal branding and provocative content. They use humor and shock value to drive engagement, which aligns with their overall content strategy. Their verified status is low, suggesting they may not be a public figure or brand, but still maintain a strong online presence.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 14,482
  • + 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 @sadfrosty reveals an well-established Twitter presence with 14,482 followers. The account demonstrates a content-creator strategy, averaging 345.0 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