Cheryl Scott

Cheryl Scott

@CherylScottWX

Meteorologist @ABC7Chicago / Geologist / Graduate of @Brownuniversity /Board of Directors @chicagoredcross / #StaySunny

Chicago, IL https://www.facebook.com/unsupportedbrowser Joined 2010-05-16 Date of Analysis: Dec 16, 2025

61,929

Followers

3,277

Following

27,063

Tweets

327.1

Avg Engagement

590

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @CherylScottWX'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:2010-05-16
  • Verification:No
  • Location:Chicago, IL

Data Summary

  • Tweets Analyzed:3,193
  • Avg Likes per Tweet:26.8
  • Avg Retweets per Tweet:300.3
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,193 tweets

Her tweets typically receive a high number of likes and retweets, indicating strong audience interaction. She actively responds to comments and encourages viewer participation, which boosts engagement.

26.8

Avg Likes/Tweet

300.3

Avg Retweets/Tweet

85,578

Total Likes

958,789

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

1

Median Likes

4

Median Retweets

40

75th Percentile

226,446

Top Tweet

5.28

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

32.2%

Original

21.0%

Replies

37.9%

Retweets

8.9%

Quotes

0.0%

Threads

1.9%

With Media

75.4%

With Links

23.6%

With #Tags

72.8%

With @Mentions

14.9%

With Emojis

139

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.65

Reply/Original Ratio

0.24

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

77.6%

Weekday Posts

22.4%

Weekend Posts

Top Hashtags

#ilwx (234) #chicago (143) #inwx (91) #weather (36) #staysunny (24) #news (22) #snow (21) #abc7chicago (20) #vernonhills (19) #laura (17)

Most Mentioned

@abc7chicago (685) @cherylscottwx (362) @nwschicago (275) @larryabc7 (93) @tracybutlerabc7 (77) @schwarzabc7 (71) @dutraweather (64) @dantethedon (62) @barrybutler9 (48) @dleahy23 (31)

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Content Strategy Analysis

Based on 3,193 tweets

Content Type Distribution

Content Breakdown

Original Tweets 1,028 (32%)
Replies 670 (21%)
Retweets 1,210 (38%)
Quote Tweets 285 (9%)

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 1,210 retweets (38% 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 3,193 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 10,000 followers

Her followers include weather enthusiasts, local residents of Chicago, and individuals interested in geology and disaster preparedness. The audience is primarily engaged with real-time updates and community discussions.

Average

Audience Quality

27.5%

Suspicion Index

37.7%

Low-Quality %

31

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

53.0%

Empty Bio

31.4%

<10 Tweets

11.7%

Mass Following (>2K)

0.0%

New (<90 days)

53.8%

Low Ratio (<0.1)

0.0%

New (<180 days)

89.7%

No URL

22.4%

<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.

6,076,778

Total Potential Reach

31

Median Follower Reach

133

75th Percentile Reach

4.8%

>1K followers

0.6%

>10K followers

0.1%

>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).

50.3%

Creators

5,027 accounts

18.3%

Consumers

1,832 accounts

31.4%

Dormant

3,141 accounts

105

Verified Followers

1.05% of total

5.7%

Professional Bios

founder, dev, analyst, etc.

0.09

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):

Chicago, IL (1,048) Chicago (317) Illinois, USA (174) United States (113) Illinois (45) USA (37) Chicago, Illinois (36) Naperville, IL (36) Indiana, USA (26) Chicagoland (23)

105

Verified Followers

1.05% of total

1,486

Protected Accounts

14.86% 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
@GeorgePapa19 1,125,261 Author Politics, Author, Deep State
@guarnaschelli 710,460 Chef cooking, food, television
@schadjoe 234,986 Sports Journalist Miami Dolphins, Journalist, Sports
@SammyAdams 134,309 Musician Music, Twitch, Management
@MorelDLeon 127,419 - -
@robertliefeld 118,948 Comic book artist comics, creator, image
@alexsalvinews 98,864 Foreign Correspondent Foreign Affairs, News Reporting, Journalism
@StephenRCrook 91,928 - -
@STARFORCEHH 90,924 TV Personality History, Travel, Tattoos
@muckrack 60,160 Media Relations Journalism, PR, Marketing

Top Keywords in Follower Bios

chicago (353) love (268) sports (256) life (226) husband (184) father (173) lover (142) music (138) cubs (122) dad (119)

Top Hashtags in Follower Bios

#cubs (14) #bears (13) #1 (13) #dabears (11) #whitesox (11) #blacklivesmatter (11) #blm (10) #bullsnation (10) #blackhawks (9) #bulls (9)

4,699

Followers With Bio

5,301

Followers Without Bio

46.99%

% With Bio

53.01%

% 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 3,193 analyzed

684,451

Combined Engagement

0

Total Likes

684,451

Total Retweets

136,890

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Weather Meteorology Geology Community Engagement Disaster Preparedness

Key Insights & Takeaways

She frequently shares detailed weather reports, especially on hurricanes and severe storms, which aligns with her role as a meteorologist. Her content often includes personal interactions and community engagement, showing her commitment to her audience. She uses hashtags and mentions to increase visibility and foster a sense of community.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 61,929
  • + 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 @CherylScottWX reveals an well-established Twitter presence with 61,929 followers. The account demonstrates a content-creator strategy, averaging 327.1 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