Dr. Daniel Swain

Dr. Daniel Swain

@Weather_West

Climate scientist-communicator focused on extreme events like floods, droughts, & wildfires on a warming planet.

Boulder, CO https://weatherwest.com/ Joined 2013-11-11 Date of Analysis: Dec 16, 2025

97,883

Followers

3,140

Following

36,986

Tweets

149.1

Avg Engagement

2,308

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @Weather_West'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:2013-11-11
  • Verification:No
  • Location:Boulder, CO

Data Summary

  • Tweets Analyzed:3,246
  • Avg Likes per Tweet:54.4
  • Avg Retweets per Tweet:94.7
  • Followers Analyzed:9,994

Engagement Analysis

Based on 3,246 tweets

Weather_West's tweets typically receive a high number of likes and retweets, indicating strong public interest in their climate-related content. Their use of hashtags and visual media enhances engagement and reach.

54.4

Avg Likes/Tweet

94.7

Avg Retweets/Tweet

176,648

Total Likes

307,462

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

2

Median Likes

14

Median Retweets

107

75th Percentile

33,905

Top Tweet

1.52

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

6.7%

Original

45.0%

Replies

41.1%

Retweets

7.2%

Quotes

0.0%

Threads

1.7%

With Media

55.5%

With Links

44.7%

With #Tags

81.6%

With @Mentions

5.3%

With Emojis

226

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

6.74

Reply/Original Ratio

0.18

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

80.3%

Weekday Posts

19.7%

Weekend Posts

Top Hashtags

#cawx (1088) #cawater (319) #mosquitofire (94) #cafire (82) #atmosphericriver (50) #snow (28) #wawx (27) #casnow (24) #orwx (22) #nvwx (22)

Most Mentioned

@weather_west (268) @nwssacramento (158) @robmayeda (78) @nwsbayarea (72) @nwslosangeles (60) @us_stormwatch (37) @mdettinger (33) @wxmann (31) @flowinguphill (29) @climatologist49 (28)

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Content Strategy Analysis

Based on 3,246 tweets

Content Type Distribution

Content Breakdown

Original Tweets 217 (7%)
Replies 1,462 (45%)
Retweets 1,333 (41%)
Quote Tweets 234 (7%)

What This Reveals About Their Strategy

This account prioritizes community engagement over content broadcasting. With replies making up the majority of their activity, they invest significant time in conversations, building relationships with followers and participating in discussions. This approach typically leads to higher loyalty and more authentic connections.

The 1,333 retweets (41% 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 3,246 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 9,994 followers

Their audience is primarily interested in climate science and extreme weather, with a focus on regions prone to such events. They engage with a mix of general audiences and climate-conscious individuals.

Average

Audience Quality

21.6%

Suspicion Index

28.4%

Low-Quality %

57

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

42.1%

Empty Bio

22.1%

<10 Tweets

12.6%

Mass Following (>2K)

0.0%

New (<90 days)

40.9%

Low Ratio (<0.1)

0.0%

New (<180 days)

82.3%

No URL

14.7%

<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.

16,726,742

Total Potential Reach

57

Median Follower Reach

267

75th Percentile Reach

9.4%

>1K followers

1.1%

>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).

60.0%

Creators

6,000 accounts

17.9%

Consumers

1,785 accounts

22.1%

Dormant

2,209 accounts

180

Verified Followers

1.8% of total

11.7%

Professional Bios

founder, dev, analyst, etc.

0.14

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):

California, USA (260) San Francisco, CA (230) Los Angeles, CA (165) United States (109) California (102) San Francisco (100) Sacramento, CA (74) Oakland, CA (66) San Diego, CA (62) Los Angeles (54)

181

Verified Followers

1.81% of total

1,275

Protected Accounts

12.75% of total

8 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
@Nashgrier 6,095,637 Influencer Family, Comedy, Lifestyle
@LeBronJames 979,328 - -
@THE_THEO_FORD 472,806 - -
@Scobleizer 457,586 Music Producer Music, Metaverse, Dolby Atmos
@davemorin 395,653 Entrepreneur Tech, Entrepreneurship, Innovation
@darcydonavan 240,828 Actress Acting, Music, Producing
@sgblank 236,658 Entrepreneurship Customer Development, Teaching, History
@ryanhallyall 197,320 - -
@MikeIsaac 192,107 Tech Reporter Tech, Reporter, Email
@GunnerGale 189,526 Producer Zombies, Sci-fi, Soccer

Top Keywords in Follower Bios

climate (243) love (224) lover (210) science (193) sheher (189) life (170) mom (165) opinions (151) views (151) hehim (147)

Top Hashtags in Follower Bios

#blm (25) #resist (23) #blacklivesmatter (20) #climatechange (16) #climate (9) #voteblue (8) #resistance (8) #climatecrisis (8) #2a (8) #lgbtq (7)

5,787

Followers With Bio

4,213

Followers Without Bio

57.87%

% With Bio

42.13%

% 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 3,246 analyzed

68,691

Combined Engagement

6,365

Total Likes

62,326

Total Retweets

13,738

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

60%

With Hashtags

80%

With @Mentions

80%

With Links

Topical Analysis:

Climate Science Extreme Weather Events Satellite Imagery Public Engagement Regional Climate Impacts
Dr. Daniel Swain
@Weather_West

RT @WxBrenn: I've been capturing video from this webcam in Fort Myers all day and I've put it into a Timelapse. Check out the storm surge rushing in! Crazy. #Ian #flwx https://t.co/lj7a1wThga

2022-09-28
Retweets: 33,905 Likes: 0 Engagement: 33,905
Dr. Daniel Swain
@Weather_West

RT @JaneLytv: After over half a decade of debunking this hoax every time there was a flood or hurricane, I can't believe I'm looking at an honest-to-god street shark. Good to finally meet you, pal. https://t.co/hwMWX4Peqo

2022-09-28
Retweets: 10,440 Likes: 0 Engagement: 10,440
Dr. Daniel Swain
@Weather_West

RT @WxNB_: Newly available Maxar satellite imagery shows several hundred meters long surface rupture with horizontal displacements up to 4m near Nurdağı, Gaziantep province, Turkey. https://t.co/3JVZTTHrk1

2023-02-10
Retweets: 9,410 Likes: 0 Engagement: 9,410
Dr. Daniel Swain
@Weather_West

Just kind of obsessing over the amazing and perfectly-framed satellite imagery today of the inbound California storm. This is a *textbook* mid-latitude cyclone, with well-defined warm and cold fronts, and it's even developing an eye-like feature near its center. #CAwx https://t.c

2023-01-03
Retweets: 1,353 Likes: 6,365 Engagement: 7,718
Dr. Daniel Swain
@Weather_West

RT @TheAstroNick: I have flown storms for the last six years. This flight to Hurricane #Ian on Kermit (#NOAA42) was the worst I’ve ever been on. I’ve never seen so much lightning in an eye. This was the eye. You can see the curvature. Understand this is at NIGHT. The light is f

2022-09-28
Retweets: 7,218 Likes: 0 Engagement: 7,218

Key Insights & Takeaways

They emphasize the importance of satellite imagery in understanding climate events Their content often highlights specific regions like California and the West They blend scientific communication with real-time weather updates

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 97,883
  • + High community engagement through conversations
  • + 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 @Weather_West reveals an well-established Twitter presence with 97,883 followers. The account demonstrates a conversation-first approach, averaging 149.1 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