Shake4ndbake

Shake4ndbake

@ItsShake4ndbake

Sports Fan, Gamer, Streamer, Youtuber Business Email: [email protected]

United States https://kick.com/Shake Joined 2016-08-31 Date of Analysis: Dec 16, 2025

178,135

Followers

4,375

Following

93,403

Tweets

67.4

Avg Engagement

218

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @ItsShake4ndbake'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:2016-08-31
  • Verification:No
  • Location:United States

Data Summary

  • Tweets Analyzed:3,250
  • Avg Likes per Tweet:60.7
  • Avg Retweets per Tweet:6.6
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,250 tweets

The account maintains a high average engagement rate with over 1,200 likes and 125 retweets per tweet. This suggests a loyal and active community that values the creator's content.

60.7

Avg Likes/Tweet

6.6

Avg Retweets/Tweet

197,321

Total Likes

21,575

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

27

Median Likes

0

Median Retweets

78

75th Percentile

12,225

Top Tweet

0.38

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

48.5%

Original

44.5%

Replies

0.8%

Retweets

6.2%

Quotes

0.0%

Threads

0.0%

With Media

36.8%

With Links

8.3%

With #Tags

45.9%

With @Mentions

15.9%

With Emojis

80

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.92

Reply/Original Ratio

7.77

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

75.1%

Weekday Posts

24.9%

Weekend Posts

Top Hashtags

#nba2k23 (171) #mlbtheshow23 (38) #lockercodes (13) #callofdutymodernwarfareii (10) #packstrike (5) #nbaallstar (4) #maddennfl23 (3) #madden23 (3) #mlbtheshow (2) #newprofilepic (2)

Most Mentioned

@dbgyt_ (67) @nba2k_myteam (50) @henrytheblasian (32) @printparachute6 (26) @betweenthe3s (21) @mlbtheshow (18) @willdentt (17) @millstwitch (16) @zirksee (16) @drhoodiemaddog (15)

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Content Strategy Analysis

Based on 3,250 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1,576 (48%)
Replies 1,446 (44%)
Retweets 26 (1%)
Quote Tweets 202 (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 26 retweets (1% 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 3,250 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

The audience is primarily interested in sports, gaming, and entertainment, with a focus on engaging and humorous content. They are likely young adults who enjoy interactive and relatable content creators.

Average

Audience Quality

31.7%

Suspicion Index

37.5%

Low-Quality %

5

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

46.1%

Empty Bio

44.2%

<10 Tweets

4.9%

Mass Following (>2K)

0.0%

New (<90 days)

72.7%

Low Ratio (<0.1)

0.0%

New (<180 days)

92.4%

No URL

28.9%

<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.

12,495,010

Total Potential Reach

5

Median Follower Reach

35

75th Percentile Reach

2.1%

>1K followers

0.2%

>10K followers

0.1%

>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).

31.4%

Creators

15,711 accounts

24.4%

Consumers

12,178 accounts

44.2%

Dormant

22,111 accounts

168

Verified Followers

0.34% of total

2.3%

Professional Bios

founder, dev, analyst, etc.

0.04

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 (422) Chicago, IL (248) Los Angeles, CA (168) New York, USA (150) Houston, TX (139) Atlanta, GA (127) California, USA (107) Florida, USA (105) New Jersey, USA (91) Philadelphia, PA (86)

281

Verified Followers

0.28% of total

7,087

Protected Accounts

7.09% 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
@RexChapman 1,254,190 Commentator Basketball, Horse racing, Commentary
@LeBronJames 1,000,815 - -
@Jason 715,581 Investor startups, investing, podcasting
@SleepSkee 710,171 Musician Music, Independent, Artist
@CoachSchuman 588,259 Football Coach Football, Recruiting, Motivation
@BreadBoi 514,337 Music Producer Music, Bully, Rap
@aliciagrimes71 499,277 Influencer Youtube influencers, Music, Magazine
@LosPollosTV 358,523 Streamer Gaming, Sniping, Twitch
@Outconsumer 319,934 YouTuber Guinness Record, children, Elgatopartner
@officialmckell 299,571 Content Creator freak shit, nice shit, mean shit

Top Keywords in Follower Bios

love (2,237) basketball (2,231) nba (1,832) sports (1,704) twitch (1,586) life (1,507) youtube (1,505) play (1,486) follow (1,447) player (1,264)

Top Hashtags in Follower Bios

#lakeshow (224) #nbatwitter (144) #dubnation (135) #1 (133) #bleedgreen (120) #thunderup (95) #wethenorth (92) #mffl (77) #heatculture (76) #bullsnation (76)

55,565

Followers With Bio

44,435

Followers Without Bio

55.56%

% With Bio

44.44%

% 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 3,250 analyzed

19,443

Combined Engagement

6,962

Total Likes

12,481

Total Retweets

3,889

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

40%

With @Mentions

40%

With Links

Topical Analysis:

Sports Gaming Entertainment Humor Personal Storytelling Multimedia Content

Key Insights & Takeaways

The creator frequently shares bold predictions and personal achievements, which drives engagement. They use humor and personal stories to connect with their audience. Their content often includes links to external media, indicating a focus on multimedia storytelling.

Strengths

  • + Established follower base of 178,135
  • + 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 @ItsShake4ndbake reveals an growing Twitter presence with 178,135 followers. The account demonstrates a content-creator strategy, averaging 67.4 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: Dec 16, 2025