glad you brought this up! i did include name misspellings with a technique called fuzzy matching, and i tried to include nicknames that i noticed coming up consistently, but only when i thought they would yield accurate results. #bb27 #bbsky
06.10.2025 23:36 β π 6 π 0 π¬ 0 π 0
ultimately, i think i did my best to handle it, but i have wondered if he was underrepresented in my analysis.
06.10.2025 23:31 β π 3 π 0 π¬ 0 π 0
Will was tricky bc with NLP it isn't easy to differentiate "Will" as a name/proper noun from the verb "will" in social media posts which don't often follow rules of grammar or capitalization. i had special handling for Will, different from how i identified other hgs, after much trial and error.
06.10.2025 23:31 β π 2 π 0 π¬ 1 π 0
fair point. i actually did include mentions of "Cliff" and "Cliffton" (as well as misspellings and nicknames for all hgs) in my analysis for Will, but i don't know that people actually called him that too often! #bb27 #bbsky
06.10.2025 23:31 β π 3 π 0 π¬ 1 π 0
i think that's a wrap for me and #bb27. thanks again for following! π«Ά
π check out the web app to see analysis across the season. the line graph on the main page is pretty cool in my nerdy opinion. jspayd.shinyapps.io/bbsky-sentim...
04.10.2025 03:07 β π 15 π 0 π¬ 1 π 0
Horizontal bar chart showing total Bluesky mentions for each BB27 houseguest. Vince leads with the most mentions (over 34,000), followed by Morgan (about 32,000), Rachel (around 27,000), Ashley (about 25,000), and Keanu (just over 23,000). At the lower end, Will, Adrian, Amy, and Zae had the fewest mentions, with Zae receiving the least at under 3,000.
#BB27 Total Mentions π¬
Vince was the most mentioned houseguest of BB27 with over 36,000 posts, while Morgan, Rachel, Ashley and Keanu each banked more than 20,000 mentions across the season. #bbsky
04.10.2025 03:01 β π 34 π 3 π¬ 1 π 6
Horizontal bar chart showing average sentiment scores for BB27 houseguests and production. Will had the highest sentiment overall, just above 0.02, followed closely by Amy, Jimmy, and Ashley, all with positive scores. Several houseguests such as Morgan, Rachel, Adrian, and Zae also landed in positive territory, though with lower averages. On the negative side, Kelley had the lowest sentiment score (around -0.012). Production also ranked negatively, falling just above Kelley but below other houseguests. Most houseguests clustered near neutral sentiment, between -0.01 and +0.01.
Another version which includes our friends in BB Production (IYKYK):
04.10.2025 03:00 β π 5 π 0 π¬ 1 π 0
Horizontal bar chart of average sentiment scores for BB27 houseguests. Will had the highest average sentiment (just above 0.02), followed closely by Amy, Jimmy, and Ashley. At the negative end, Kelley had the lowest sentiment score (around -0.012), followed by Rylie, Vince, and Mickey. Most houseguests fell between slightly negative and slightly positive sentiment.
#BB27 Cumulative Sentiment Ranking
β¨ Will had the highest sentiment score of the season, while Kelley landed at the bottom.
Note: Pre-jurors may have benefitted from less screentime (and fewer chances for #bbsky to drag them), while those who survived Week 8 took a hit from the White Locust twist.
04.10.2025 02:59 β π 2 π 0 π¬ 1 π 0
@bb-sentiment.bsky.social you are such a cool little guy! ππ€π
02.10.2025 22:00 β π 3 π 1 π¬ 0 π 0
FAQ: how/when were posts collected?
- ONLY from the #bb27 tag on bluesky
- approximately every 1 minute
- from approximately 7/8/2025 to 10/2/2025
02.10.2025 21:37 β π 8 π 0 π¬ 1 π 0
i excluded trending bot accounts @trendtags.bsky.social and @trendingworld.bsky.social which were technically #1 and #6 respectively
02.10.2025 21:37 β π 10 π 0 π¬ 1 π 0
π top 10 users on the #bb27 tag:
6. @bbscreenshots.bsky.social (2,122)
7. @adjii.bsky.social (2,105)
8. @xtrathots.bsky.social (2,054)
9. @redactedrodriguez.bsky.social (1,987)
10. @bigbrotherfan1.bsky.social (1,915)
02.10.2025 21:37 β π 33 π 1 π¬ 2 π 4
π top 10 users on the #bb27 tag:
1. @mattyvision.bsky.social (2,535)
2. @simisoma.bsky.social (2,451)
3. @taylorallen133.bsky.social (2,420)
4. @angelofmusic27.bsky.social (2,419)
5. @squalo.bsky.social (2,218)
π§΅ continued
#bbsky
02.10.2025 21:37 β π 38 π 0 π¬ 6 π 11
Bar chart titled βBB27 Finale Week Bluesky Mentions.β It shows the number of Bluesky mentions for the final three houseguests. Ashley has 3,163 mentions, Vince has 3,148 mentions, and Morgan has 2,883 mentions.
#BB27 Finale Week Mentions π¬
In the past week, BB27 Winner Ashley was the most mentioned houseguest, with Vince VERY close behind (15 mentions, to be exact). #bbsky
02.10.2025 20:56 β π 11 π 1 π¬ 0 π 0
Bar chart titled βBB27 Finale Week Bluesky Sentiment Ranking.β It shows the average sentiment score for the final three houseguests. Ashley has the highest sentiment score at around 0.065, Morgan is second at around 0.04, and Vince is third at just above 0.0.
#BB27 Finale Week (9/25-10/2) Sentiment Ranking
π BB27 Winner Ashley Hollis ends the season at the top of the sentiment charts!
Ashley and Morgan's scores climbed in finale week, Vince held steady, and all three finalists finished with positive scores. #bbsky finally decided to go easy on 'em.
02.10.2025 20:50 β π 10 π 0 π¬ 0 π 1
as of 11 AM ET today, i have stopped collecting bluesky posts from the #bb27 tag. the grand total was 234,704 posts! i'll be sharing more analysis and insights later.
02.10.2025 15:18 β π 23 π 1 π¬ 0 π 0
thank you for flagging it for me!! π€
30.09.2025 01:03 β π 7 π 0 π¬ 1 π 0
my database of posts from the #bb27 tag from july 8 through today sept 29 contains 4,254 unique users on 231,394 posts π #bbsky
30.09.2025 00:56 β π 74 π 9 π¬ 4 π 1
bbsky sentimentBig Brother 27 Bluesky Sentiment TrackerWeekly StatsHouseguest Stats
Thanks for following along with me this season! π₯° π€ I've enjoyed nerding out with you all.
With #bb27 wrapping up this weekend, I plan to do a final analysis next week and share the results on Bluesky as well as on the web app (check it out!). #bbsky
25.09.2025 20:53 β π 7 π 0 π¬ 0 π 0
BB27 Week 11 Bluesky Mentions
Horizontal bar chart showing number of mentions per houseguest.
Morgan: 4,163 mentions (highest)
Vince: 3,947 mentions
Ashley: 2,467 mentions
Keanu: 2,322 mentions
Ava: 2,135 mentions (lowest)
#BB27 Week 11 Mentions π¬
Morgan and Vince, whoβve swapped HOHs for the past four cycles, remained the most mentioned houseguests for the third week in a row, with the Veto Queen at the top this time. π #bbsky
25.09.2025 20:41 β π 3 π 1 π¬ 0 π 0
It's a great question! I perform sentiment analysis to analyze Bluesky posts on the #bb27 hashtag. Each post that mentions a specific hg is assigned a sentiment score (+/-) based on the language used in the post, and then I report the average score for each hg for the week. Hope this is helpful!
25.09.2025 20:37 β π 1 π 1 π¬ 1 π 0
It's a great question! I perform sentiment analysis to analyze Bluesky posts on the #bb27 hashtag. Each post that mentions a specific hg is assigned a sentiment score (+/-) based on the language used in the post, and then I report the average score for each hg for the week. Hope this is helpful!
25.09.2025 20:37 β π 1 π 1 π¬ 1 π 0
π Morganβs sentiment ranking across the season:
#bb27 #bbsky
25.09.2025 20:29 β π 7 π 1 π¬ 0 π 1
A whopping 3 houseguests have been evicted since the last analysis. However, I included Keanu this week since he was in the game for part of the week. Keanuβs score was almost perfectly neutral, and the remaining houseguests all had higher sentiment scores than last week.
#bb27 #bbsky
25.09.2025 20:26 β π 1 π 0 π¬ 1 π 0
Horizontal bar chart titled "BB27 Week 11 Bluesky Sentiment Ranking" showing average sentiment score per houseguest.
Morgan: ~0.033 (highest, strongly positive)
Ashley: ~0.022 (positive)
Vince: ~0.005 (slightly positive)
Keanu: ~0.000 (neutral)
Ava: ~-0.012 (lowest, negative)
#BB27 Week 11 Sentiment Ranking
In a full-circle moment, π Morgan returns to the top spot. She was the highest ranked houseguest in the Preseason with the highest all-time score of 0.11. Sheβs certainly taken us on a journey, but it seems our initial instincts about her may have been spot on. #bbsky
25.09.2025 20:22 β π 12 π 1 π¬ 1 π 2
On the web app, you can see that Kelleyβs score rose slightly from last weekβs lowest score for any houseguest in any week. π In fact, all houseguestsβ scores rose since last week, when every remaining houseguest hit their all-time low, perhaps due to forces beyond their control. π #bb27 #bbsky
18.09.2025 21:35 β π 1 π 0 π¬ 0 π 0
bbsky sentimentBig Brother 27 Bluesky Sentiment TrackerWeekly StatsHouseguest Stats
The web app is officially up-to-date! Check it out for more detailed analysis. jspayd.shinyapps.io/bbsky-sentim...
18.09.2025 21:28 β π 1 π 0 π¬ 0 π 1
Bar chart titled βBB27 Week 10 Bluesky Mentions.β Vince leads with 6,207 mentions, followed by Morgan (5,786) and Lauren (4,577). Ashley (2,706), Keanu (2,450), and Kelley (2,067) are in the middle. Ava has the fewest mentions at 1,798.
#BB27 Week 10 Mentions π¬
Very 100% platonic friends Vince and Morgan - this weekβs HOH and veto winner, respectively - topped the mentions chart. Meanwhile, Ava landed in last place, despite being both nominated and vetoed. #bbsky
18.09.2025 21:18 β π 4 π 0 π¬ 0 π 2
Bar chart titled βBB27 Week 10 Bluesky Sentiment Ranking.β Sentiment scores range from negative to slightly positive. Ashley has the highest (positive) sentiment, followed by Morgan (close to neutral). Keanu, Lauren, Ava, Vince, and Kelley all fall into the negative range, with Kelley showing the lowest sentiment.
#BB27 Week 10 Sentiment Ranking
π Ashley takes the top spot for the first time and is the only houseguest with a positive sentiment score. Kelley comes in dead last for the third week straight. #bbsky
18.09.2025 21:02 β π 24 π 3 π¬ 0 π 2
Iβve officially analyzed over 200,000 posts on the #bb27 tag in 10 weeks (+preseason). 10 days to go! This week's updates coming shortly. #bbsky
18.09.2025 20:43 β π 4 π 0 π¬ 0 π 0
Superpass/CBS/Paramount feeds chat refugee
If the broadcast show could be a little less embarrassing, iβd use my real account
Iβm also a politics junkie so some anti-mumpskisms might slip in with the dogs and cats
#bb27 #bbsky #bblf
βπ§πΌββοΈππ Post Big Brother sadness era π§πΌββοΈ Swiftie π of diversity & happily forever single.
here for reality tv and sane political takes.
#bbsky #survivor #thetraitorsus #ChiefsKingdom
#Survivor49: rooting for Sophi, Rizo, Sage, MC, and Steven
#TAR38: rooting for Joseph/Adam and Nat/Stephanie
BB fan (sadly), Habs, Squaddie, transport.
#WomenInSTEM
En franΓ§ais aussi
RealityTV Obsessed! Mom - lover of art & DIYs⦠attempting to learn to cook
new york girlie who can talk for 24 hours straight about big brother πΊ β’ will not apologize for color coding my bookshelf π
Green Bay Packers
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she/her / Seattle / Here for Big Brother, Survivor, and all the other Reality TV mess π«‘
Side-eye cat stan π
Just here to yap about the "one great big festering neon distraction for the terminally brain-dead" aka #bb27 with all my fellow walking corpses β
Former actor. Former talent agent. Current teacher of acting. Chicago. Following #MLB #Cubs, #BB27, and #Survivor far too closely. Talk to me about #DONDI and #HouseOfVillains. #RHAP. (he/him)
big brother all day everyday
Serving pop culture, politics, media & hot takesβmaking it all make sense.
Substack:
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π§: createdbycharnice@gmail.com
She/Her β¨ TV addict, washed up gamer girl, sometimes reader, wife & anxious bitch #BB27 #Survivor49 #ESC2026
20 | belgium | seeitinmymind on every platform | she/her
Donβt worry. I wonβt hurt you. I only want you to have some fun. β¨
Just chilling & watching tv