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bb-sentiment.bsky.social
bbsky sentiment tracker
@bb-sentiment.bsky.social
180 followers 180 following 130 posts
weekly sentiment tracking for Big Brother houseguests using NLP. scores and rankings based on public bluesky discussion. run by a data scientist who loves Big Brother. #bb27 #bbsky web app: https://jspayd.shinyapps.io/bbsky-sentiment-app/
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bb-sentiment.bsky.social
#BB27 Total Mentions 💬
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
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.
October 4, 2025 at 3:01 AM
bb-sentiment.bsky.social
Another version which includes our friends in BB Production (IYKYK):
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.
October 4, 2025 at 3:00 AM
bb-sentiment.bsky.social
#BB27 Cumulative Sentiment Ranking
✨ 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.
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.
October 4, 2025 at 2:59 AM
bb-sentiment.bsky.social
#BB27 Finale Week Mentions 💬
In the past week, BB27 Winner Ashley was the most mentioned houseguest, with Vince VERY close behind (15 mentions, to be exact). #bbsky
Bar chart titled “BB27 Finale Week Bluesky Mentions.” 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.
October 2, 2025 at 8:56 PM
bb-sentiment.bsky.social
#BB27 Finale Week (9/25-10/2) Sentiment Ranking
👑 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.
Bar chart titled “BB27 Finale Week Bluesky Sentiment Ranking.” 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.
October 2, 2025 at 8:50 PM
bb-sentiment.bsky.social
#BB27 Week 11 Mentions 💬
Morgan and Vince, who’ve 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. 👑 #bbsky
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)
September 25, 2025 at 8:41 PM
bb-sentiment.bsky.social
📈 Morgan’s sentiment ranking across the season:
#bb27 #bbsky
Line graph showing Morgan’s weekly rank from preseason through Week 11 of BB27. Rank 1 is at the top and lower ranks are further down. Morgan started at Rank 1 in preseason, then dropped sharply to Rank 10 in Week 1 and Rank 12 by Weeks 3–4. She stayed near the bottom until Week 5, then jumped up to Rank 3 in Week 6. From there, her rank fluctuated but stayed in the upper range: Rank 4 in Week 7, Rank 6 in Week 8, and back to Rank 1 in Week 9. She held strong near the top at Rank 2 in Week 10 and returned to Rank 1 in Week 11.
September 25, 2025 at 8:29 PM
bb-sentiment.bsky.social
#BB27 Week 11 Sentiment Ranking
In a full-circle moment, 👑 Morgan returns to the top spot. She was the highest ranked houseguest in the Preseason with the highest all-time score of 0.11. She’s certainly taken us on a journey, but it seems our initial instincts about her may have been spot on. #bbsky
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)
September 25, 2025 at 8:23 PM
bb-sentiment.bsky.social
On the web app, you can see that Kelley’s score rose slightly from last week’s lowest score for any houseguest in any week. 📈 In fact, all houseguests’ scores rose since last week, when every remaining houseguest hit their all-time low, perhaps due to forces beyond their control. 👀 #bb27 #bbsky
Line chart titled “Average Sentiment Score by Week.” It shows the sentiment trajectories of all BB27 houseguests from preseason through Week 10. Most houseguests start with positive sentiment in preseason, then decline into neutral or negative territory by Weeks 2–3. Will peaks highest in preseason and maintains relatively strong sentiment until Week 9 before dipping. Ashley ends Week 10 slightly positive, while most others hover around neutral to slightly negative. Kelley and Rylie consistently track on the lower end, especially around Week 9. Overall, the lines illustrate that sentiment has flattened and converged across houseguests as the season progresses.
September 18, 2025 at 9:35 PM
bb-sentiment.bsky.social
#BB27 Week 10 Mentions 💬
Very 100% platonic friends Vince and Morgan - this week’s HOH and veto winner, respectively - topped the mentions chart. Meanwhile, Ava landed in last place, despite being both nominated and vetoed. #bbsky
Bar chart titled “BB27 Week 10 Bluesky Mentions.” 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.
September 18, 2025 at 9:18 PM
bb-sentiment.bsky.social
#BB27 Week 10 Sentiment Ranking
👑 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
Bar chart titled “BB27 Week 10 Bluesky Sentiment Ranking.” 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.
September 18, 2025 at 9:02 PM
bb-sentiment.bsky.social
#BB27 Week 9 Mentions 💬
Our fallen soldier Rachel Reilly was the most mentioned houseguest this week, pulling in 2,976 mentions on the #bb27 tag - despite not appearing on the live feeds at all.
#bbsky
Horizontal bar chart of total mentions per houseguest. Rachel leads with 2,976 mentions, followed by Vince (2,763) and Morgan (2,472). Middle tier: Ashley (1,834), Lauren (1,769), Ava (1,741), and Keanu (1,704). Lowest mentions go to Kelley (1,437) and Will (931).
September 11, 2025 at 9:48 PM
bb-sentiment.bsky.social
I searched for mentions of “production,” Allison Grodner, and Rich Meehan, and calculated a sentiment score for BB Production. The only houseguest with a lower sentiment score than production was Kelley. #bb27 #bbsky
Horizontal bar chart showing average sentiment scores. Morgan, Ashley, Keanu, and Will are at the top with scores near zero (least negative). Lauren and Vince are slightly more negative. Ava, Kelley, and Production have the lowest sentiment, with Production highlighted in red. Kelley is the most negative overall at about -0.038.
September 11, 2025 at 9:44 PM
bb-sentiment.bsky.social
#BB27 Week 9 Sentiment Ranking
I’m almost hesitant to put a 👑 on the name of our highest ranked houseguest Morgan this week, because EVERY remaining houseguest has an average sentiment score in the NEGATIVE, and EVERY houseguest’s score decreased since last week.
#bbsky
Horizontal bar chart showing average sentiment scores for houseguests only. Morgan, Ashley, Keanu, and Will again rank highest with scores closest to zero. Lauren and Vince follow with more negative sentiment. Ava and Kelley are the most negative, with Kelley lowest at about -0.038.
September 11, 2025 at 9:43 PM
bb-sentiment.bsky.social
#BB27 Week 8 Mentions 💬
Fewest mentions, highest sentiment: Will
Most mentions, 2nd lowest sentiment: Vince 😬 and that’s with 1,200+ posts ahead of HOH Keanu, defying the usual HOH dominance this season.
#bbsky
A horizontal bar chart showing the number of mentions for each houseguest. Vince has the most mentions (4,548), followed by Keanu (3,323), Morgan (2,985), and Rachel (2,937). Ashley, Kelley, Mickey, Ava, and Lauren fall in the mid-range. Will is mentioned the least, with 904 mentions.
September 4, 2025 at 8:51 PM
bb-sentiment.bsky.social
Sentiment about Morgan dropped on #bbsky this week while she flirted (pun intended) with using the veto to save Vince instead of herself. Our feelings about Morgan are riding the rails too - rollercoaster season confirmed 🎢 #bb27
Line graph showing sentiment rank for Big Brother 27 houseguest Morgan across nine time points: Preseason, Weeks 1 to 8. Rank starts at 1st place in Preseason, plummets to 10th through 12th in Weeks 1 through 5. In Week 6, Rank soars to 3rd, before dropping to 4th in Week 7 and 6th in Week 8.
September 4, 2025 at 8:42 PM
bb-sentiment.bsky.social
Check out the web app for more detailed analysis. The app is updated weekly with a breakdown for each week and each houseguest. #bb27 #bbsky #shiny #rshiny jspayd.shinyapps.io/bbsky-sentim...
screenshot of bbsky sentiment web app
September 4, 2025 at 8:36 PM
bb-sentiment.bsky.social
#BB27 Week 8 Sentiment Ranking
👑 Will remains in the lead for the 3rd week in a row - that's officially a streak. 🔥🔥🔥
Sentiment remains positive for Ashley, Ava, and Rachel as well. These four have never dipped into the negative!
#bbsky
A horizontal bar chart showing the average sentiment score for each houseguest. Will leads with the highest positive sentiment score, followed by Ashley, Ava, and Rachel. Keanu and Morgan are close to neutral. Lauren, Mickey, Vince, and Kelley fall into negative sentiment, with Kelley holding the lowest score.
September 4, 2025 at 8:36 PM
bb-sentiment.bsky.social
#BB27 Week 7 Mentions 💬
- The HOH was again the most mentioned houseguest. This has been true every week so far except Week 1 (HOH: Vince, Most Mentions: Rachel) and Week 5 (HOH: Ava, Most Mentions: Mickey).
- Will: Least Mentioned, Most Loved?
#bbsky
Horizontal bar chart titled “BB27 Week 7 Bluesky Mentions.” The x-axis shows the number of mentions (0 to 5000), and the y-axis lists houseguests. Vince has the most mentions (4,961), followed by Rachel (3,863), Morgan (2,902), Keanu (2,479), Kelley (2,202), Mickey (1,992), Katherine (1,918), Ashley (1,631), Lauren (1,587), Ava (1,469), and Will (892). Bars are filled in blue with white text labels showing counts.
August 28, 2025 at 9:28 PM
bb-sentiment.bsky.social
As always, check out the web app for more detailed analysis and interactive charts. The app is updated weekly with a breakdown for each week and each houseguest. #bb27 #bbsky #shiny #rshiny

jspayd.shinyapps.io/bbsky-sentim...
screenshot of bbsky sentiment web app with line graph of all bb27 houseguests average sentiment scores week to week
August 28, 2025 at 9:22 PM
bb-sentiment.bsky.social
Meanwhile, Mickey’s rank rose from 11th (second to last place) last week to 6th this week. #bb27 #bbsky
Chart of Mickey's sentiment ranking. Mickey started strong in 2nd place for 2 weeks before gradually falling to last place by Week 5 and second-to-last in Week 6, but then jumping ahead to 6th place (of 11) in Week 7.
August 28, 2025 at 9:22 PM
bb-sentiment.bsky.social
📉 Keanu's rank plummeted from 4th last week to LAST PLACE (11th) this week. #bb27 #bbsky
Chart of Keanu's sentiment ranking over time. Keanu started 3rd in the preseason, fell to last place for the first 2 weeks, then rose to 7th in Week 3, climbing over the next few weeks to a climax of 4th place in Weeks 5 and 6, only to plummet back to last place (11th) in Week 7.
August 28, 2025 at 9:22 PM
bb-sentiment.bsky.social
#BB27 Week 7 Sentiment Ranking 👍👎
👑 Captain Will maintains his lead for the second week in a row with a wide margin!
- Ashley, Mickey, and Will had the largest increases in sentiment scores.
- Keanu's score decreased the most.
- A record 21,974 posts were analyzed this week!
#bbsky
Horizontal bar chart titled “BB27 Week 7 Bluesky Sentiment Ranking.” The x-axis shows average sentiment scores (ranging from about -0.015 to +0.035), and the y-axis lists houseguests. Will has the highest positive sentiment (above 0.03), followed by Rachel, Ashley, Morgan, and Ava with smaller positive scores. Mickey is near zero. Vince, Katherine, and Lauren have slightly negative scores. Kelley and Keanu have the most negative sentiment, with Keanu lowest around -0.012. Bars are filled in blue.
August 28, 2025 at 9:22 PM
bb-sentiment.bsky.social
Check out the web app (updated weekly) for more detailed analysis & to learn more about this project.
jspayd.shinyapps.io/bbsky-sentiment-app/
#bb27 #bbsky
screenshot of bbsky sentiment webapp
August 21, 2025 at 9:16 PM
bb-sentiment.bsky.social
#BB27 Week 6 Sentiment Rankings & Mentions

Captain Will takes the top spot this week, despite being the least mentioned houseguest, trailing Kelley by 200+ mentions. 👀 Overall, the skyline seems frustrated with these houseguests.

19,938 posts analyzed this week!

Houseguest details in 🧵 #bbsky
Horizontal bar chart titled “BB27 Week 6 Bluesky Sentiment Ranking.” X-axis: Average Sentiment Score (ranging roughly from -0.01 to 0.02). Y-axis: Houseguests. Will has the highest sentiment score (just above 0.02). Rachel follows, then Morgan, Keanu, Ava, Ashley, Vince, Lauren, Katherine. Rylie, Mickey, and Kelley have negative average sentiment scores, with Kelley lowest. Horizontal bar chart titled “BB27 Week 6 Bluesky Mentions.” X-axis: Mentions (0 to about 5000). Y-axis: Houseguests. Rachel leads with 4,775 mentions. Mickey (3,175), Rylie (2,741), Vince (2,517), Morgan (2,435), Keanu (2,057), and Lauren (2,032) follow. Ashley (1,688), Ava (1,518), Katherine (1,087), and Kelley (958) trail. Will has the fewest mentions at 733.
August 21, 2025 at 9:16 PM