Guillermo Barba

Guillermo Barba

@memobarba

Economista, UNAM; Máster en Economía de la Escuela Austríaca, URJC. Editor de #TopMoneyReport y Director Gral. de Oro Físico. RT no significa respaldo.

Mexico City https://www.topmoneyreport.com.mx/ Joined 2009-07-16 Date of Analysis: Dec 16, 2025

238,984

Followers

230,002

Following

184,266

Tweets

743.6

Avg Engagement

1,028

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @memobarba'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:2009-07-16
  • Verification:No
  • Location:Mexico City

Data Summary

  • Tweets Analyzed:3,238
  • Avg Likes per Tweet:25.3
  • Avg Retweets per Tweet:718.3
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,238 tweets

His tweets receive a moderate to high level of engagement, with an average of 3,806 likes and 1,160 retweets per tweet. The engagement is likely driven by his political and economic commentary.

25.3

Avg Likes/Tweet

718.3

Avg Retweets/Tweet

81,867

Total Likes

2,325,845

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

0

Median Likes

8

Median Retweets

302

75th Percentile

84,074

Top Tweet

3.11

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Curator

Amplifies others content frequently

17.4%

Original

10.5%

Replies

70.6%

Retweets

1.5%

Quotes

0.0%

Threads

0.0%

With Media

37.4%

With Links

17.6%

With #Tags

84.7%

With @Mentions

17.7%

With Emojis

123

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.6

Reply/Original Ratio

0.02

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

78.4%

Weekday Posts

21.6%

Weekend Posts

Top Hashtags

#dinero (66) #finanzaspersonales (62) #inversión (42) #oro (42) #amlo (32) #bitcoin (28) #últimahora (24) #finanzas (23) #4t (21) #inversiones (18)

Most Mentioned

@memobarba (845) @lopezobrador_ (229) @lopezdoriga (85) @ricardobsalinas (46) @azucenau (39) @lamelgar (36) @arturodammarnal (30) @econokafka (29) @luispazos1 (27) @eduardomenoni (26)

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Content Strategy Analysis

Based on 3,238 tweets

Content Type Distribution

Content Breakdown

Original Tweets 563 (17%)
Replies 340 (11%)
Retweets 2,286 (71%)
Quote Tweets 49 (2%)

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 2,286 retweets (71% 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 3,238 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 is primarily interested in economics, politics, and critical analysis of government policies. They are likely to be politically aware and engaged in economic discussions.

Good

Audience Quality

18.8%

Suspicion Index

23.4%

Low-Quality %

90

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

40.3%

Empty Bio

11.3%

<10 Tweets

16.8%

Mass Following (>2K)

0.0%

New (<90 days)

36.0%

Low Ratio (<0.1)

0.0%

New (<180 days)

90.7%

No URL

6.6%

<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.

84,444,528

Total Potential Reach

90

Median Follower Reach

378

75th Percentile Reach

12.8%

>1K followers

1.8%

>10K followers

0.4%

>50K followers

0.2%

>100K followers

Creator vs Consumer Split

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

74.7%

Creators

37,331 accounts

14.0%

Consumers

7,009 accounts

11.3%

Dormant

5,660 accounts

351

Verified Followers

0.7% of total

5.4%

Professional Bios

founder, dev, analyst, etc.

0.17

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):

México (1,493) Mexico (1,206) CDMX (486) Monterrey, Nuevo León (478) Distrito Federal, México (445) Ciudad de México (369) Guadalajara, Jalisco (365) Puebla, México (342) Zapopan, Jalisco (219) mexico (170)

589

Verified Followers

0.58% of total

8,665

Protected Accounts

8.58% 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
@JohnCena 14,100,376 Wrestler Wrestling, Motivation, Self-promotion
@hrw 5,085,808 Human Rights Human Rights, Abuses, Advocacy
@Javier_Alatorre 3,911,890 Journalist News, Journalism, Broadcasting
@luisitorey 2,861,140 Comedian Un Kingdom, historia, fotos
@charliekirk11 2,135,920 Political Commentator Conservative, Politics, Christianity
@ErnestoChavana 1,710,929 Entertainer Entertainment, Mexico, Social Media
@JETAR9 1,526,440 Inspirational Speaker Spirituality, Happiness, Clarity
@AlaattinCAGIL 1,398,506 Social Media Specialist Social Media, Media Consulting, Author
@RicardoBSalinas 1,304,001 Entrepreneur politics, anti-government, power
@atabenli 1,280,699 - -

Top Keywords in Follower Bios

vida (3,822) mexico (3,631) amante (1,970) anti (1,716) amo (1,656) derecho (1,581) gusta (1,540) abogado (1,494) mejor (1,454) corazon (1,375)

Top Hashtags in Follower Bios

#ligadeguerreros (471) #bitcoin (191) #me (123) #antiamlo (118) #yodefiendoaline (97) #dinero (90) #redamlo (75) #vxm (62) #elinenosetoca (49) #btc (49)

63,364

Followers With Bio

37,634

Followers Without Bio

62.74%

% With Bio

37.26%

% 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 3,238 analyzed

333,679

Combined Engagement

0

Total Likes

333,679

Total Retweets

66,736

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

80%

With Links

Topical Analysis:

Economics Politics Government Critique Social Inequality Media Analysis

Key Insights & Takeaways

He often critiques government policies and their impact on society. He highlights the failures of political systems and their effects on the economy. He uses data and studies to support his arguments and engage his audience.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 238,984
  • + 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 @memobarba reveals an well-established Twitter presence with 238,984 followers. The account demonstrates a content-creator strategy, averaging 743.6 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