Daryl Edwards

Daryl Edwards

@Darylgedwards

Official account of Daryl Edwards. Best known as “Vance” on MANIFEST ✈️

https://www.facebook.com/unsupportedbrowser Joined 2008-08-09 Date of Analysis: Dec 16, 2025

14,759

Followers

131

Following

1,018

Tweets

163.7

Avg Engagement

29

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @Darylgedwards'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:2008-08-09
  • Verification:No
  • Location:Not specified

Data Summary

  • Tweets Analyzed:868
  • Avg Likes per Tweet:86.3
  • Avg Retweets per Tweet:77.4
  • Followers Analyzed:12,761

Engagement Analysis

Based on 868 tweets

His tweets typically receive an average of 1,551 likes and 201 retweets, indicating strong fan interaction. The engagement is driven by his role in Manifest and his connection with the fan community.

86.3

Avg Likes/Tweet

77.4

Avg Retweets/Tweet

74,908

Total Likes

67,166

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

12

Median Likes

7

Median Retweets

100

75th Percentile

14,897

Top Tweet

11.09

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

44.0%

Original

24.3%

Replies

29.8%

Retweets

1.8%

Quotes

0.0%

Threads

0.5%

With Media

45.7%

With Links

61.4%

With #Tags

68.3%

With @Mentions

20.6%

With Emojis

106

Avg Length

Audience Reaction Profile

Interactive

Balances broadcasting with conversation

0.55

Reply/Original Ratio

0.06

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

74.2%

Weekday Posts

25.8%

Weekend Posts

Top Hashtags

#manifest (476) #vance (60) #renewmanifest (57) #netflix (51) #savemanifest (48) #nbc (48) #itsallconnected (22) #daryledwards (17) #manifestonnetflix (17) #keepthefaith (16)

Most Mentioned

@jeff_rake (145) @nbcmanifest (138) @joshdallas (118) @misspkc (60) @darylgedwards (58) @melissaroxburgh (57) @jr8ramirez (56) @manifestroom (42) @nbc (39) @manifestnflx (38)

Want This Report as PDF?

We're building PDF export for these analytics reports. Register your interest to get early access.

Register Interest

Content Strategy Analysis

Based on 868 tweets

Content Type Distribution

Content Breakdown

Original Tweets 382 (44%)
Replies 211 (24%)
Retweets 259 (30%)
Quote Tweets 16 (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 259 retweets (30% 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 868 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 12,761 followers

His audience primarily consists of fans of the TV show Manifest who are interested in updates and behind-the-scenes content. The audience is highly engaged and supportive of his work.

Average

Audience Quality

21.3%

Suspicion Index

24.0%

Low-Quality %

42

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

36.7%

Empty Bio

18.2%

<10 Tweets

11.8%

Mass Following (>2K)

0.0%

New (<90 days)

48.8%

Low Ratio (<0.1)

0.0%

New (<180 days)

86.3%

No URL

11.3%

<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.

Try Bot Detector

Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

26,946,773

Total Potential Reach

42

Median Follower Reach

197

75th Percentile Reach

6.4%

>1K followers

0.7%

>10K followers

0.2%

>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).

63.6%

Creators

8,115 accounts

18.2%

Consumers

2,327 accounts

18.2%

Dormant

2,319 accounts

46

Verified Followers

0.36% of total

5.7%

Professional Bios

founder, dev, analyst, etc.

0.1

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):

United States (149) Los Angeles, CA (54) Florida, USA (50) New York, USA (50) Texas, USA (42) New York, NY (40) USA (37) Canada (35) California, USA (32) Chicago, IL (31)

46

Verified Followers

0.36% of total

1,727

Protected Accounts

13.53% of total

6 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 14,106,761 Wrestler Wrestling, Motivation, Self-promotion
@verified 4,201,232 - -
@TVGuide 1,054,474 Entertainment TV, news, recaps
@THE_THEO_FORD 470,710 - -
@tarastrong 448,747 Voice Actress Animation, Voice Acting, Superheroes
@zammit_marc 388,213 Filmmaker Film, Acting, Producing
@bexmader 277,363 Actress Actress, Once Upon A Time, Lost
@TVInsider 140,798 Entertainment News TV, Shows, News
@lunablaise 123,631 Actor Acting, Music, Fashion
@ManifestNFLX 117,188 TV Show TV shows, mysteries, truth

Top Keywords in Follower Bios

love (744) life (418) mom (278) manifest (263) lover (252) music (251) sheher (206) wife (187) family (173) account (166)

Top Hashtags in Follower Bios

#savemanifest (73) #manifest (54) #blm (29) #blacklivesmatter (24) #1 (18) #maga (12) #resist (11) #828rideordie (11) #wesavedmanifest (10) #lgbtq (8)

8,071

Followers With Bio

4,690

Followers Without Bio

63.25%

% With Bio

36.75%

% 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.

Buy Follower Data

Export full follower list with profile details, bios, locations, and follower counts as CSV.

Buy Followers - from $15

Buy Tweet Data

Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.

Buy Tweets - from $15

Viral Tweets

Top 5 by likes+RTs from 868 analyzed

33,748

Combined Engagement

0

Total Likes

33,748

Total Retweets

6,750

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

60%

With Hashtags

100%

With @Mentions

60%

With Links

Topical Analysis:

Tv Show Promotion Fan Engagement Personal Branding

Key Insights & Takeaways

His Twitter activity is heavily tied to the success and promotion of Manifest, which is a key driver of engagement. He frequently interacts with fans, expressing gratitude and sharing personal experiences related to the show. His verified status is low, suggesting a focus on organic engagement rather than paid promotion.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 14,759
  • + 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 @Darylgedwards reveals an well-established Twitter presence with 14,759 followers. The account demonstrates a content-creator strategy, averaging 163.7 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.

Need Programmatic Access?

We're building an API for developers and researchers. Get access to Twitter data programmatically for your applications and analysis.

Register Interest for API Access

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