Datafixers.org (Luiz Fernando Toledo)

Datafixers.org (Luiz Fernando Toledo)

@toledoluizf

Award-winning consulting project specialized in gathering data and public records to produce investigative stories. Supported by @BrownInstitute.

Washington D.C. https://datafixers.org/ Joined 2015-01-16 Date of Analysis: Dec 16, 2025

21,616

Followers

3,959

Following

6,730

Tweets

200

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @toledoluizf'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: Mid-Tier (10K+)
  • Account Age:2015-01-16
  • Verification:No
  • Location:Washington D.C.

Data Summary

  • Followers Analyzed:21,678

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Audience Demographics

Based on 21,678 followers

The audience likely includes journalists, researchers, and professionals interested in data-driven investigative reporting. The account may also attract followers from the Brown Institute network.

Good

Audience Quality

19.6%

Suspicion Index

17.1%

Low-Quality %

184

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

29.0%

Empty Bio

8.3%

<10 Tweets

27.6%

Mass Following (>2K)

0.0%

New (<90 days)

37.1%

Low Ratio (<0.1)

0.0%

New (<180 days)

76.1%

No URL

5.1%

<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.

121,912,608

Total Potential Reach

184

Median Follower Reach

645

75th Percentile Reach

18.7%

>1K followers

4.0%

>10K followers

1.2%

>50K followers

0.7%

>100K followers

Creator vs Consumer Split

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

81.3%

Creators

17,623 accounts

10.4%

Consumers

2,260 accounts

8.3%

Dormant

1,795 accounts

202

Verified Followers

0.93% of total

9.7%

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):

São Paulo, Brasil (1,020) Brasil (896) São Paulo (655) Sao Paulo, Brazil (545) Rio de Janeiro, Brasil (410) Brazil (384) Brasília, Brasil (316) Rio de Janeiro (310) Rio de Janeiro, Brazil (264) Belo Horizonte, Brasil (139)

202

Verified Followers

0.93% of total

3,187

Protected Accounts

14.7% 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
@folha 8,886,354 Jornalismo politics, journalism, news
@choquei 6,388,677 Entertainment News artistas, famosos, acontecimentos
@andreolifelipe 3,327,816 Jornalista Esportes, Jornalismo, Globo
@miriamleitao 3,177,681 Jornalista Journalism, Writing, Awards
@antoniotabet 3,168,268 Entertainer Comedy, Sports, News
@OCriador 3,024,218 Religious Leader Deus, Onipresente, Onisciente
@cauemoura 2,630,992 Comedian comedy, vlogs, humor
@MarceloFreixo 1,968,902 Politician Family, Education, Politics
@monicabergamo 1,889,995 Journalist politics, news, journalism
@gduvivier 1,836,220 - -

Top Keywords in Follower Bios

jornalista (1,981) nao (1,282) reporter (645) politica (566) professor (529) aqui (466) direito (399) vida (393) comunicacao (355) brasil (352)

Top Hashtags in Follower Bios

#forabolsonaro (55) #rstats (34) #ddj (22) #dataviz (14) #python (11) #esquerdistasseguemesquerdistas (9) #lula2022 (9) #lulapresidente (9) #elena (7) #semanistia (7)

15,387

Followers With Bio

6,291

Followers Without Bio

70.98%

% With Bio

29.02%

% 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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Key Insights & Takeaways

The account is likely focused on investigative journalism and data analysis. It is supported by a reputable institution, which may influence its credibility and reach. Low engagement suggests the content may not be widely shared or discussed on the platform.

Strengths

  • + Established follower base of 21,616
  • + 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 @toledoluizf reveals an growing Twitter presence with 21,616 followers. The account demonstrates a content-creator strategy, averaging 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