Terry McMillan

Terry McMillan

@MsTerryMcMillan

I write novels. I try to live honestly and not selfishly. Though sometimes I fail. Will try harder. For speaking engagements: https://www.apbspeakers.com/

Everywhere https://www.terrymcmillan.com/ Joined 2009-09-16 Date of Analysis: Dec 16, 2025

267,890

Followers

2,026

Following

74,428

Tweets

421.6

Avg Engagement

2,100

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @MsTerryMcMillan'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:2009-09-16
  • Verification:No
  • Location:Everywhere

Data Summary

  • Tweets Analyzed:3,243
  • Avg Likes per Tweet:79.8
  • Avg Retweets per Tweet:341.9
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,243 tweets

Her tweets typically receive around 3,239 likes and 240 retweets on average, indicating a loyal and interactive audience. The engagement is consistent, suggesting a strong connection with her followers.

79.8

Avg Likes/Tweet

341.9

Avg Retweets/Tweet

258,666

Total Likes

1,108,688

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

34

Median Likes

4

Median Retweets

102

75th Percentile

202,398

Top Tweet

1.57

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Broadcaster

Primarily shares original content

75.3%

Original

11.6%

Replies

7.3%

Retweets

5.8%

Quotes

0.0%

Threads

0.3%

With Media

15.4%

With Links

9.4%

With #Tags

19.6%

With @Mentions

1.2%

With Emojis

96

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.15

Reply/Original Ratio

0.79

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

69.8%

Weekday Posts

30.2%

Weekend Posts

Top Hashtags

#nba (13) #warriors (8) #writing (6) #vote (5) #supremecourt (5) #aging (4) #memories (4) #revising (4) #dinner (4) #novel (4)

Most Mentioned

@likaluca (57) @braddroflit (30) @duchessgoldblat (22) @msterrymcmillan (16) @david_leavitt (15) @dfsparks (13) @lucyacarson (10) @mantuumbatu (9) @itsjessicaterry (8) @wendyliebman (8)

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Content Strategy Analysis

Based on 3,243 tweets

Content Type Distribution

Content Breakdown

Original Tweets 2,443 (75%)
Replies 376 (12%)
Retweets 237 (7%)
Quote Tweets 187 (6%)

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 237 retweets (7% 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 3,243 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 includes literature enthusiasts, fans of her novels, and followers interested in personal storytelling. They engage with her content through likes and retweets, showing interest in her candid and humorous take on life.

Average

Audience Quality

22.5%

Suspicion Index

19.6%

Low-Quality %

91

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

31.3%

Empty Bio

13.9%

<10 Tweets

25.9%

Mass Following (>2K)

0.0%

New (<90 days)

46.2%

Low Ratio (<0.1)

0.0%

New (<180 days)

79.5%

No URL

7.9%

<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.

136,535,145

Total Potential Reach

91

Median Follower Reach

382

75th Percentile Reach

12.6%

>1K followers

1.9%

>10K followers

0.6%

>50K followers

0.3%

>100K followers

Creator vs Consumer Split

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

68.2%

Creators

34,113 accounts

17.8%

Consumers

8,916 accounts

13.9%

Dormant

6,971 accounts

336

Verified Followers

0.67% of total

15.1%

Professional Bios

founder, dev, analyst, etc.

0.11

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 (1,039) Atlanta, GA (509) Los Angeles, CA (493) Washington, DC (390) Chicago, IL (382) New York, NY (319) California, USA (291) Houston, TX (276) Brooklyn, NY (216) USA (212)

470

Verified Followers

0.47% of total

12,154

Protected Accounts

12.15% of total

9 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
@KamalaHarris 20,025,343 Politician Politics, Family, Advocacy
@johnlegend 13,619,304 Singer Music, Family, Wine
@Starbucks 11,054,122 Barista Coffee, Friday, Café
@IAMQUEENLATIFAH 8,022,622 Entertainer Actor, Rapper, Producer
@pattonoswalt 4,669,885 Comedian comedy, acting, podcasting
@belalfadl 3,742,127 Writer Writing, Self-care, Life
@Lin_Manuel 3,474,441 Composer Music, Theater, Activism
@benlandis 2,849,096 - -
@Kaepernick7 2,358,924 Athlete Social justice, activism, football
@iJesseWilliams 2,311,396 Producer Activism, Education, Entertainment

Top Keywords in Follower Bios

love (5,357) life (4,292) writer (3,098) author (2,929) god (2,451) lover (2,387) mom (2,076) mother (2,073) music (1,908) black (1,776)

Top Hashtags in Follower Bios

#blm (443) #blacklivesmatter (336) #resist (315) #writer (144) #author (141) #1 (119) #writingcommunity (110) #voteblue (99) #amwriting (96) #theresistance (83)

58,087

Followers With Bio

41,913

Followers Without Bio

58.09%

% With Bio

41.91%

% 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 3,243 analyzed

544,654

Combined Engagement

0

Total Likes

544,654

Total Retweets

108,931

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Personal Reflection Humor Nostalgia Literature Self-Awareness Promotion

Key Insights & Takeaways

She often shares personal anecdotes and reflections, which resonate with her audience. Her tweets include a mix of humor and nostalgia, which helps to keep her content relatable. She occasionally promotes her work and speaking engagements, indicating an active effort to engage with her fan base.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 267,890
  • + 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 @MsTerryMcMillan reveals an well-established Twitter presence with 267,890 followers. The account demonstrates a content-creator strategy, averaging 421.6 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