Samantha J. Gross

Samantha J. Gross

@samanthajgross

@bostonglobe politics, @miamiherald alumna • Hoosier • @comatbu grad • she/her • tips and chisme: [email protected] 🏳️‍🌈

Boston, MA https://www.bostonglobe.com/ Joined 2011-11-22 Date of Analysis: Dec 16, 2025

13,468

Followers

3,552

Following

46,111

Tweets

303

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @samanthajgross'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:2011-11-22
  • Verification:No
  • Location:Boston, MA

Data Summary

  • Followers Analyzed:13,268

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Audience Demographics

Based on 13,268 followers

Her followers may include readers interested in politics, journalism, and local news. The audience could also consist of peers and colleagues in the media industry.

Good

Audience Quality

18.1%

Suspicion Index

11.4%

Low-Quality %

448

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

18.0%

Empty Bio

7.6%

<10 Tweets

38.7%

Mass Following (>2K)

0.0%

New (<90 days)

22.6%

Low Ratio (<0.1)

0.0%

New (<180 days)

63.2%

No URL

4.9%

<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.

94,404,309

Total Potential Reach

448

Median Follower Reach

1,611

75th Percentile Reach

33.7%

>1K followers

5.7%

>10K followers

1.3%

>50K followers

0.8%

>100K followers

Creator vs Consumer Split

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

83.5%

Creators

11,078 accounts

8.9%

Consumers

1,177 accounts

7.6%

Dormant

1,013 accounts

349

Verified Followers

2.63% of total

25.7%

Professional Bios

founder, dev, analyst, etc.

0.35

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):

Boston, MA (645) Miami, FL (641) Florida, USA (323) Washington, DC (305) Tallahassee, FL (216) United States (179) Boston (164) Florida (164) Miami (152) New York, NY (143)

349

Verified Followers

2.63% of total

1,568

Protected Accounts

11.82% 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
@JohnCena 14,178,464 Wrestler Wrestling, Motivation, Self-promotion
@GordonRamsay 7,675,896 Chef Cooking, Food, Restaurants
@Sephora 2,296,034 Beauty Influencer beauty, makeup, skincare
@mattgaetz 2,278,927 Politician Politics, Florida, America First
@6BillionPeople 2,008,507 - -
@TheRickWilson 1,620,094 Political Consultant Politics, Advertising, Writing
@joncoopertweets 1,309,602 Political Strategist Politics, Fundraising, Campaigns
@soledadobrien 1,298,907 Journalist working, mom, journalist
@RexChapman 1,238,888 Commentator Basketball, Horse racing, Commentary
@funder 1,107,241 Journalist Politics, Journalism, Music

Top Keywords in Follower Bios

reporter (761) sheher (611) alum (605) former (580) florida (571) news (506) editor (479) opinions (399) director (394) mom (394)

Top Hashtags in Follower Bios

#mapoli (67) #blm (55) #blacklivesmatter (48) #resist (42) #voteblue (28) #florida (21) #1 (18) #miami (17) #fbr (13) #bidenharris (13)

10,886

Followers With Bio

2,382

Followers Without Bio

82.05%

% With Bio

17.95%

% 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

She likely focuses on political and local news coverage Her professional background suggests a career-oriented audience Low engagement may indicate a need for more interactive or timely content

Strengths

  • + Established follower base of 13,468
  • + 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 @samanthajgross reveals an growing Twitter presence with 13,468 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