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@missfree

Host “Rap Rotation Rewind” on @amazonmusic + CEO @puddingstonebth + Founder @teamcancerfree + OG 106 & Park 👑 + SHE IS I AND I IS SHE

Boston, MA https://direct.me/missfree Joined 2009-03-11 Date of Analysis: Dec 16, 2025

624,610

Followers

3,322

Following

73,910

Tweets

1,453.7

Avg Engagement

2,362

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @missfree'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:2009-03-11
  • Verification:No
  • Location:Boston, MA

Data Summary

  • Tweets Analyzed:3,228
  • Avg Likes per Tweet:19.8
  • Avg Retweets per Tweet:1,434.0
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,228 tweets

Her tweets typically receive high engagement, with an average of 955 likes and 139 retweets, indicating a loyal and active follower base. Verified accounts make up 0.8% of her followers, suggesting a mix of public figures and genuine fans.

19.8

Avg Likes/Tweet

1,434.0

Avg Retweets/Tweet

63,780

Total Likes

4,628,913

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

5

Median Likes

2

Median Retweets

40

75th Percentile

725,859

Top Tweet

2.33

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Commentator

Adds perspective to others content

28.5%

Original

21.1%

Replies

21.4%

Retweets

29.1%

Quotes

0.0%

Threads

0.2%

With Media

45.0%

With Links

17.9%

With #Tags

51.2%

With @Mentions

40.9%

With Emojis

94

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.74

Reply/Original Ratio

1.36

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

72.5%

Weekday Posts

27.5%

Weekend Posts

Top Hashtags

#freethoughts (27) #onenightinmiami (19) #gopats (12) #missfree (8) #teamcancerfree (8) #bathbars (7) #mayweatherpaul (7) #celtics (5) #bridgertonnetflix (5) #verzuz (5)

Most Mentioned

@missfree (122) @puddingstonebth (59) @celtics (44) @davidalangrier (32) @ajcalloway (22) @djheatdc (22) @michaelskolnik (21) @netflix (16) @bakari_sellers (15) @danamo (14)

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Content Strategy Analysis

Based on 3,228 tweets

Content Type Distribution

Content Breakdown

Original Tweets 919 (28%)
Replies 681 (21%)
Retweets 690 (21%)
Quote Tweets 938 (29%)

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 690 retweets (21% 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 3,228 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

Her audience is likely music lovers, entrepreneurs, and fans of pop culture, especially those interested in hip-hop and entertainment news. They engage with her content through likes and retweets.

Average

Audience Quality

28.5%

Suspicion Index

27.5%

Low-Quality %

36

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

39.4%

Empty Bio

26.2%

<10 Tweets

16.9%

Mass Following (>2K)

0.0%

New (<90 days)

68.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

87.7%

No URL

15.6%

<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.

56,981,360

Total Potential Reach

36

Median Follower Reach

135

75th Percentile Reach

4.4%

>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).

48.0%

Creators

23,983 accounts

25.9%

Consumers

12,925 accounts

26.2%

Dormant

13,092 accounts

428

Verified Followers

0.86% of total

6.5%

Professional Bios

founder, dev, analyst, etc.

0.06

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 (895) Atlanta, GA (591) Chicago, IL (390) Houston, TX (349) Los Angeles, CA (258) Florida, USA (256) Dallas, TX (251) Georgia, USA (227) Washington, DC (212) Texas, USA (207)

790

Verified Followers

0.78% of total

13,392

Protected Accounts

13.26% of total

7 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
@SnoopDogg 20,948,004 Rapper music, cannabis, entertainment
@JohnCena 14,105,307 Wrestler Wrestling, Motivation, Self-promotion
@chrissyteigen 12,874,585 - -
@icecube 5,655,123 Rapper Music, West Coast, Video
@FrencHMonTanA 3,063,085 Rapper music, rap, fashion
@6BillionPeople 2,036,808 - -
@FINALLEVEL 1,944,550 Rapper Music, Activism, Entertainment
@toddcarey 1,686,111 Musician Music, Collaboration, Community
@JAYVERSACE 1,647,140 Entertainer olorisa, obatalá, afrotunes
@SLAMonline 1,338,708 Sports Media Basketball, Sneakers, Fashion

Top Keywords in Follower Bios

love (5,871) life (4,711) music (3,699) god (3,016) mother (1,907) artist (1,768) live (1,686) follow (1,532) family (1,359) ig (1,357)

Top Hashtags in Follower Bios

#blacklivesmatter (148) #1 (137) #blm (116) #love (74) #music (73) #blessed (60) #artist (53) #entrepreneur (50) #hiphop (47) #teamfollowback (46)

60,318

Followers With Bio

40,678

Followers Without Bio

59.72%

% With Bio

40.28%

% 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 3,228 analyzed

1,873,452

Combined Engagement

0

Total Likes

1,873,452

Total Retweets

374,690

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Music Entrepreneurship Pop Culture Entertainment Personal Branding

Key Insights & Takeaways

She frequently references music artists and albums, indicating a strong connection to the music industry and fan culture. Her content often includes emojis and playful language, suggesting a casual and relatable tone. She uses her platform to promote her ventures and personal brand, highlighting her entrepreneurial side.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 624,610
  • + 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 @missfree reveals an exceptionally influential Twitter presence with 624,610 followers. The account demonstrates a content-creator strategy, averaging 1,453.7 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