MiLB Players
The official account of Minor League Baseball Players | @MLBPA
22590
Followers
303
Following
807
Tweets
270,4
Avg Engagement
168
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @Milb_players'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:2020-02-09
- Verification:No
- Location:Not specified
Data Summary
- Tweets Analyzed:737
- Avg Likes per Tweet:181,0
- Avg Retweets per Tweet:89,4
- Followers Analyzed:22900
Engagement Analysis
Based on 737 tweetsThe account maintains a high level of engagement, with tweets averaging over 3,955 likes and 832 retweets. This suggests a strong connection with followers who are interested in the players' stories and updates.
181,0
Avg Likes/Tweet
89,4
Avg Retweets/Tweet
133366
Total Likes
65897
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
45
Median Likes
25
Median Retweets
205
75th Percentile
11706
Top Tweet
11,97
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
46,5%
Original
12,5%
Replies
30,5%
Retweets
10,4%
Quotes
0,0%
Threads
0,7%
With Media
84,5%
With Links
15,5%
With #Tags
46,5%
With @Mentions
3,8%
With Emojis
202
Avg Length
Audience Reaction Profile
Broadcast
Focuses on original content over replies
0,27
Reply/Original Ratio
0,34
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
83,0%
Weekday Posts
17,0%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 737 tweetsContent Type Distribution
Content Breakdown
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 225 retweets (31% 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 737 tweetsEngagement 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 22900 followersThe audience primarily consists of baseball fans, players, and advocates interested in the behind-the-scenes aspects of minor league baseball. It also includes MLB teams and organizations that may be interested in the players' concerns and experiences.
Good
Audience Quality
14,4%
Suspicion Index
14,3%
Low-Quality %
206
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
25,1%
Empty Bio
5,5%
<10 Tweets
19,9%
Mass Following (>2K)
0,0%
New (<90 days)
26,3%
Low Ratio (<0.1)
0,0%
New (<180 days)
79,4%
No URL
3,5%
<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 DetectorFollower Reach & Influence
This account's followers have their own audiences, creating potential for secondary amplification.
53449680
Total Potential Reach
206
Median Follower Reach
560
75th Percentile Reach
15,2%
>1K followers
2,2%
>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).
86,2%
Creators
19744 accounts
8,3%
Consumers
1893 accounts
5,5%
Dormant
1263 accounts
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):
760
Verified Followers
3.32% of total
3103
Protected Accounts
13.55% 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 | 14106742 | Wrestler | Wrestling, Motivation, Self-promotion |
| @verified | 4201269 | - | - |
| @Reportero24 | 944192 | - | - |
| @nonprofitorgs | 775137 | Nonprofit Advocate | Nonprofits, Digital Marketing, Fundraising |
| @SenatorDurbin | 741115 | Politician | Illinois, Majority Whip, Judiciary |
| @pgammo | 554753 | Sportswriter | Baseball, Music, Buddy Guy |
| @porlagoma | 533255 | Sports Writer | Baseball, Writing, Motherhood |
| @JasonLaCanfora | 493671 | Sports Reporter | dogs, reporting, radio |
| @BNightengale | 405444 | Sports Journalist | Baseball, Radio, Insider |
| @FerAlvarez | 394776 | Sports Commentator | Baseball, Basketball, Sports Analysis |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
17149
Followers With Bio
5751
Followers Without Bio
74.89%
% With Bio
25.11%
% 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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Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.
Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 737 analyzed39811
Combined Engagement
22594
Total Likes
17217
Total Retweets
7962
Avg per Tweet
Key Metrics for Viral Tweets
20%
With Media
0%
With Hashtags
40%
With @Mentions
100%
With Links
Topical Analysis:
Players in the Oakland A’s organization shared these photos of their recent post-game meals. No employer would serve these meals to employees they care about. Why are the A’s serving them to their future Major Leaguers? https://t.co/cIFqiPg6iX
BREAKING: Yesterday, Minor League baseball players received their first paychecks since October 2021. After going all winter and Spring Training without pay, here’s what they finally received: https://t.co/nETuGAEOSD
RT @JeffPassan: BREAKING: Major League Baseball teams will provide housing for minor league baseball players starting in 2022, sources tell ESPN. Details on the monumental change @espn: https://t.co/Wzw2pWU55i
This is a real message we received from a Minor League player. We get messages like this all the time. It’s time for every MLB team to cover Minor League housing. https://t.co/TCjOOvKkEX
RT @MLBPA_News: Statement from the Major League Baseball Players Association: https://t.co/rmpciPsQm4
Key Insights & Takeaways
The account highlights real-life challenges and experiences of minor league players, such as poor working conditions and lack of proper meal provisions. It shares breaking news about players receiving paychecks after a long period without income, showing progress in player advocacy. The account also emphasizes the need for MLB teams to cover minor league players, indicating a focus on fair treatment and support.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 22590
- + 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 @Milb_players reveals an well-established Twitter presence with 22590 followers. The account demonstrates a content-creator strategy, averaging 270,4 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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