Ralph Macchio

Ralph Macchio

@ralphmacchio

actor, creator, husband, father, author, in any order...

https://www.penguinrandomhouse.com/books/678102/waxing-on-by-ralph-macchio/ Joined 2009-06-02 Date of Analysis: Dez 16, 2025

350.045

Followers

281

Following

4.774

Tweets

441,0

Avg Engagement

2.106

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @ralphmacchio'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:2009-06-02
  • Verification:No
  • Location:Not specified

Data Summary

  • Tweets Analyzed:3.196
  • Avg Likes per Tweet:294,6
  • Avg Retweets per Tweet:146,3
  • Followers Analyzed:50.000

Engagement Analysis

Based on 3.196 tweets

His tweets typically receive a high number of likes and retweets, indicating strong audience interaction. The engagement is consistent, with an average of nearly 10,000 likes per tweet.

294,6

Avg Likes/Tweet

146,3

Avg Retweets/Tweet

941.697

Total Likes

467.622

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

15

Median Likes

11

Median Retweets

194

75th Percentile

224.043

Top Tweet

1,26

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

20,5%

Replies

14,5%

Retweets

12,0%

Quotes

0,0%

Threads

1,0%

With Media

49,3%

With Links

34,2%

With #Tags

60,7%

With @Mentions

4,8%

With Emojis

103

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0,39

Reply/Original Ratio

0,82

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

72,2%

Weekday Posts

27,8%

Weekend Posts

Top Hashtags

#cobrakai (109) #isles (54) #tbt (45) #lgi (44) #karatekid (43) #acrossgracealley (42) #ff (36) #lgm (34) #waxingon (28) #thedeuce (27)

Most Mentioned

@ralphmacchio (320) @aga_film (186) @karina_smirnoff (166) @cobrakaiseries (138) @nyislanders (101) @mets (66) @genosworld (49) @ben_hyland (45) @williamzabka (42) @nyjets (42)

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Content Strategy Analysis

Based on 3.196 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1.694 (53%)
Replies 655 (20%)
Retweets 465 (15%)
Quote Tweets 382 (12%)

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 465 retweets (15% 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 3.196 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 primarily consists of fans of his acting career and followers of his personal brand. The audience is engaged and responsive, showing interest in his creative endeavors and personal life.

Average

Audience Quality

26,3%

Suspicion Index

30,5%

Low-Quality %

22

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

41,0%

Empty Bio

29,0%

<10 Tweets

10,3%

Mass Following (>2K)

0,0%

New (<90 days)

60,4%

Low Ratio (<0.1)

0,0%

New (<180 days)

89,1%

No URL

19,9%

<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.

57.964.086

Total Potential Reach

22

Median Follower Reach

112

75th Percentile Reach

4,3%

>1K followers

0,5%

>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).

51,5%

Creators

25.731 accounts

19,5%

Consumers

9.755 accounts

29,0%

Dormant

14.514 accounts

463

Verified Followers

0,93% of total

5,1%

Professional Bios

founder, dev, analyst, etc.

0,07

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 (352) Los Angeles, CA (172) England, United Kingdom (138) United Kingdom (129) California, USA (126) New York, USA (120) Florida, USA (106) Chicago, IL (105) London, England (101) USA (100)

834

Verified Followers

0.83% of total

11.666

Protected Accounts

11.67% 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
@JohnCena 14.103.748 Wrestler Wrestling, Motivation, Self-promotion
@TheDailyShow 9.440.760 Comedy Show Comedy, News, Activism
@carrieunderwood 8.173.124 Singer Music, Family, Pets
@kumailn 3.014.155 Comedian comedy, acting, writing
@JimmyKimmelLive 2.103.931 TV Host Comedy, Entertainment, Fun
@JordanSpieth 2.065.322 Golfer Golf, Under Armour, Titleist
@SinghLions 1.334.726 Restaurateur Food, Travel, Influencer
@mehdirhasan 1.287.830 Host Politics, News, Journalism
@RexChapman 1.254.975 Commentator Basketball, Horse racing, Commentary
@Kojima_Hideo 1.197.551 Game Designer Video Games, Movies, Design

Top Keywords in Follower Bios

love (3.852) life (2.190) music (1.683) lover (1.351) husband (1.040) sports (1.040) mom (1.012) father (998) family (937) time (936)

Top Hashtags in Follower Bios

#1 (113) #blm (96) #blacklivesmatter (73) #lgm (68) #isles (53) #ynwa (50) #resist (48) #billsmafia (46) #maga (46) #mufc (45)

60.905

Followers With Bio

39.095

Followers Without Bio

60.91%

% With Bio

39.09%

% 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 3.196 analyzed

307.390

Combined Engagement

36.016

Total Likes

271.374

Total Retweets

61.478

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

40%

With Hashtags

60%

With @Mentions

80%

With Links

Topical Analysis:

Acting Personal Life Creative Projects Fan Interaction Travel Social Media Engagement

Key Insights & Takeaways

Ralph frequently promotes his acting roles and related content, which drives engagement. He shares personal experiences and travel stories, which resonate well with his audience. His use of hashtags and mentions helps increase visibility and reach.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 350.045
  • + 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 @ralphmacchio reveals an well-established Twitter presence with 350.045 followers. The account demonstrates a content-creator strategy, averaging 441,0 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: Dez 16, 2025