Basketball Reference

Basketball Reference

@bball_ref

Basketball Stats and History for the NBA, WNBA, European Leagues, ABA, and More. Visit @collegebb_ref for college hoops!

Philadelphia, PA https://www.basketball-reference.com/ Joined 2009-08-24 Date of Analysis: Dez 16, 2025

165.822

Followers

1.760

Following

47.532

Tweets

77,3

Avg Engagement

3.519

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @bball_ref'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: Macro Influencer (100K+)
  • Account Age:2009-08-24
  • Verification:No
  • Location:Philadelphia, PA

Data Summary

  • Tweets Analyzed:3.250
  • Avg Likes per Tweet:66,5
  • Avg Retweets per Tweet:10,8
  • Followers Analyzed:50.000

Engagement Analysis

Based on 3.250 tweets

The account consistently receives a high number of likes and retweets, indicating strong audience interaction. The average engagement per tweet is notable, reflecting its popularity among followers.

66,5

Avg Likes/Tweet

10,8

Avg Retweets/Tweet

216.067

Total Likes

35.116

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

9

Median Likes

1

Median Retweets

52

75th Percentile

57.521

Top Tweet

0,47

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Broadcaster

Primarily shares original content

74,7%

Original

13,8%

Replies

8,6%

Retweets

2,8%

Quotes

0,0%

Threads

0,0%

With Media

71,6%

With Links

24,0%

With #Tags

41,8%

With @Mentions

5,7%

With Emojis

176

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0,19

Reply/Original Ratio

0,32

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

80,8%

Weekday Posts

19,2%

Weekend Posts

Top Hashtags

#nba (438) #nbafinals (50) #wnbafinals (43) #nbaplayoffs (39) #sixers (31) #ctsun (19) #bucks (18) #dubnation (17) #warriors (17) #nbaallstar (15)

Most Mentioned

@stathead (455) @sixers (42) @celtics (32) @collegebb_ref (30) @warriors (28) @lakers (27) @sports_ref (27) @dallasmavs (27) @bball_ref (26) @pacers (23)

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Content Strategy Analysis

Based on 3.250 tweets

Content Type Distribution

Content Breakdown

Original Tweets 2.429 (75%)
Replies 450 (14%)
Retweets 281 (9%)
Quote Tweets 90 (3%)

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 281 retweets (9% 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 3.250 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 50.000 followers

The primary audience includes basketball fans, analysts, and history enthusiasts. The content appeals to both casual and dedicated followers of the sport.

Average

Audience Quality

21,6%

Suspicion Index

24,5%

Low-Quality %

53

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

36,4%

Empty Bio

18,8%

<10 Tweets

11,3%

Mass Following (>2K)

0,0%

New (<90 days)

51,0%

Low Ratio (<0.1)

0,0%

New (<180 days)

87,8%

No URL

12,6%

<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.

41.018.367

Total Potential Reach

53

Median Follower Reach

204

75th Percentile Reach

5,6%

>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).

64,3%

Creators

32.151 accounts

16,9%

Consumers

8.462 accounts

18,8%

Dormant

9.387 accounts

380

Verified Followers

0,76% of total

5,2%

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 (427) Chicago, IL (366) Los Angeles, CA (269) Philadelphia, PA (200) Toronto, Ontario (177) New York, USA (166) Atlanta, GA (164) New York, NY (148) Houston, TX (139) Denver, CO (134)

757

Verified Followers

0.75% of total

12.683

Protected Accounts

12.56% 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
@wojespn 5.901.413 Sports Journalist NBA, Insider, Podcasting
@DukeMBB 2.193.059 Basketball Coach Basketball, Championships, Duke Blue Devils
@KameronBennett 1.823.332 DJ Music, DJing, Booking
@trailblazers 1.550.757 Basketball Team basketball, Portland, Pacific Northwest
@Thom_astro 1.434.878 Astronaute Space, Astronautics, Exploration
@Pacers 1.433.820 Sports Team Basketball, Indiana, Growth
@MichelleDBeadle 1.362.698 Sports Commentator Sports, Entertainment, Pop Culture
@WashWizards 1.256.096 Sports Team Basketball, NBA, Washington DC
@RexChapman 1.254.364 Commentator Basketball, Horse racing, Commentary
@TheHoopCentral 1.156.470 Sports Analyst NBA, Analysis, News

Top Keywords in Follower Bios

sports (5.697) nba (3.887) basketball (3.790) love (1.764) life (1.523) coach (1.200) enthusiast (1.104) music (1.075) father (993) alum (981)

Top Hashtags in Follower Bios

#lakeshow (421) #mffl (411) #nba (410) #dubnation (361) #nbatwitter (313) #wethenorth (213) #1 (190) #thunderup (182) #newyorkforever (173) #blacklivesmatter (169)

65.584

Followers With Bio

35.411

Followers Without Bio

64.94%

% With Bio

35.06%

% 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 3.250 analyzed

69.857

Combined Engagement

61.102

Total Likes

8.755

Total Retweets

13.971

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

40%

With Hashtags

40%

With @Mentions

60%

With Links

Topical Analysis:

Basketball History Nba Statistics Player Achievements Historical Milestones Engagement-Driven Content

Key Insights & Takeaways

The account highlights unique and historic basketball moments, such as DeMar DeRozan's back-to-back buzzer-beater wins. It emphasizes rare achievements, like Joel Embiid's last-second 3-pointer in the playoffs. It also shares significant historical events, such as Dirk Nowitzki's 48-point game in the 2011 playoffs.

Strengths

  • + Established follower base of 165.822
  • + 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 @bball_ref reveals an growing Twitter presence with 165.822 followers. The account demonstrates a content-creator strategy, averaging 77,3 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: Dez 16, 2025