Willis Raburu

Willis Raburu

@WillisRaburu

UNDEFINED | Strategist, Consultant. Media Personality.

Nairobi, Kenya https://www.youtube.com/user/du8du8 Joined 2009-08-19 Date of Analysis: Dec 16, 2025

926,790

Followers

3,854

Following

124,129

Tweets

1,361.3

Avg Engagement

248

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @WillisRaburu'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:2009-08-19
  • Verification:No
  • Location:Nairobi, Kenya

Data Summary

  • Tweets Analyzed:3,110
  • Avg Likes per Tweet:103.3
  • Avg Retweets per Tweet:1,258.0
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,110 tweets

His tweets typically receive a high number of likes and retweets, indicating strong audience interaction and interest in his messages.

103.3

Avg Likes/Tweet

1,258.0

Avg Retweets/Tweet

321,194

Total Likes

3,912,397

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

17

Median Likes

5

Median Retweets

227

75th Percentile

678,161

Top Tweet

1.47

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

53.0%

Original

3.2%

Replies

35.8%

Retweets

8.0%

Quotes

0.0%

Threads

0.1%

With Media

46.3%

With Links

30.0%

With #Tags

55.2%

With @Mentions

13.5%

With Emojis

112

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.06

Reply/Original Ratio

0.22

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

73.6%

Weekday Posts

26.4%

Weekend Posts

Top Hashtags

#10over10 (170) #ggmu (126) #choma2020 (96) #bazutainment (55) #daybreak (39) #hongeraequitybank (32) #mufc (24) #supportvijana (21) #ugaliyanguyakwanza (21) #kalale (19)

Most Mentioned

@citizentvkenya (226) @willisraburu (120) @youtube (67) @keequitybank (66) @realtalkkim (48) @drthema (45) @drdoylesays (42) @22betke (35) @africa_archives (29) @chebetlesan (28)

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Content Strategy Analysis

Based on 3,110 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1,647 (53%)
Replies 100 (3%)
Retweets 1,113 (36%)
Quote Tweets 250 (8%)

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 1,113 retweets (36% 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 3,110 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

His audience appears to be a mix of sports enthusiasts, particularly fans of Manchester United, and individuals interested in strategic and media-related content.

Below Average

Audience Quality

36.9%

Suspicion Index

54.9%

Low-Quality %

9

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

66.6%

Empty Bio

62.7%

<10 Tweets

3.1%

Mass Following (>2K)

0.0%

New (<90 days)

64.8%

Low Ratio (<0.1)

0.0%

New (<180 days)

97.0%

No URL

43.1%

<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.

7,659,436

Total Potential Reach

9

Median Follower Reach

36

75th Percentile Reach

1.1%

>1K followers

0.1%

>10K followers

0.0%

>50K followers

0.0%

>100K followers

Creator vs Consumer Split

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

11.3%

Creators

5,643 accounts

26.0%

Consumers

13,006 accounts

62.7%

Dormant

31,351 accounts

30

Verified Followers

0.06% of total

3.9%

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):

Nairobi, Kenya (3,152) Kenya (897) Nairobi (436) Mombasa, Kenya (314) Eldoret, Kenya (256) Nakuru, Kenya (237) Kisumu, Kenya (223) Kiambu, Kenya (155) Meru, Kenya (107) Kisii, Kenya (99)

45

Verified Followers

0.04% of total

2,715

Protected Accounts

2.71% of total

2 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
@UlrichJvV 1,149,086 Activist Digital media, Global development, Gardening and sustainability
@C_NyaKundiH 619,226 Blogger Corruption, Activism, Politics
@wiseconnector 494,041 Life Coach father, leader, entrepreneur
@omwambaKE 429,234 - -
@AnthoniaOrji 258,712 - -
@NationFmKE 252,100 Radio Station Music, Radio, Kenya
@moneyacademyKE 209,932 Financial Journalist business, news, discussion
@Ugaman01 163,233 Digital Strategist Digital Strategy, Building Future, Music
@JabaStories 136,725 - -
@TheAfricanPen 105,913 Writer Writing, Reflection, Uganda

Top Keywords in Follower Bios

god (1,983) life (1,367) love (1,264) business (737) engineer (691) simple (653) humble (608) kenya (568) music (556) teacher (515)

Top Hashtags in Follower Bios

#ggmu (26) #mufc (23) #the (16) #follow (15) #coyg (15) #arsenal (14) #chelsea (12) #peace (11) #god (11) #cfc (10)

38,775

Followers With Bio

61,225

Followers Without Bio

38.78%

% With Bio

61.22%

% 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 3,110 analyzed

1,688,602

Combined Engagement

0

Total Likes

1,688,602

Total Retweets

337,720

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

40%

With Hashtags

100%

With @Mentions

20%

With Links

Topical Analysis:

Family Sports Faith Gratitude Personal Milestones

Key Insights & Takeaways

He frequently shares personal and family-related updates, which likely help in building a personal connection with his audience. His sports predictions, especially regarding Manchester United, are a recurring theme and may be a key driver of his engagement. He uses religious and grateful language, which may resonate with a segment of his audience looking for inspiration or motivation.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 926,790
  • + 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 @WillisRaburu reveals an exceptionally influential Twitter presence with 926,790 followers. The account demonstrates a content-creator strategy, averaging 1,361.3 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