bbsky sentiment tracker

@bb-sentiment

weekly sentiment tracking for Big Brother houseguests using NLP. scores and rankings based on public bluesky discussion. run by a data scientist/ Big Brother superfan. #bb28 #bbsky web app:

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bbsky sentiment tracker@bb-sentiment· 12d

#BB28 Week 3 Mentions 💬 Bigot, HOH, and tea party clown Kamu was the most mentioned houseguest this week, followed by Jason and Drew. Chuk remains the least mentioned houseguest for the third week in a row. #bbsky

Horizontal bar chart titled "BB28 Week 3 Bluesky Mentions" ranking houseguests by the number of Bluesky mentions in Week 3. Kamu receives the most mentions with 8,763, followed by Jason (7,840) and Drew (6,546). Angela (4,852), Dee (4,318), and Devens (4,294) form the next tier. Barrett (3,982), Mallory (3,980), Haley (3,473), LaTrice (3,176), Lyric (2,930), Taylor (2,782), Yash (2,449), Melody (2,439), and Chuk (2,109) receive fewer mentions.

bbsky sentiment tracker@bb-sentiment· 12d

#BB28 Week 3 Sentiment Ranking Nominee and underdog 👑 Jason topped the sentiment ranks this week, soaring from 14th to 1st place since last week. Barrett, Lyric, and Mallory had significant gains as well. Haley came in last place (and it’s not close) for the third week in a row. #bbsky

Horizontal bar chart titled "BB28 Week 3 Bluesky Sentiment Ranking" showing average sentiment scores for houseguests in Week 3. Jason has the highest positive sentiment, followed closely by Barrett, Mallory, Taylor, Lyric, and Yash. Devens, Melody, and Dee also have positive sentiment, while Drew's score is close to neutral. LaTrice is slightly negative. Chuk, Angela, and Kamu receive more negative sentiment, with Haley having the lowest average sentiment score and the most negative discussion of the week.

bbsky sentiment tracker@bb-sentiment· 19d

#BB28 Week 2 Mentions 💬 Rome was the most mentioned houseguest this week with nearly 7,000 posts, and Taylor was the least mentioned at 1,284. #bbsky

Horizontal bar chart titled "BB28 Week 2 Bluesky Mentions" ranking houseguests by the number of Bluesky mentions in Week 2. Rome leads with 6,960 mentions, followed by Devens (5,586), Angela (5,187), Lyric (4,500), and Drew (4,329). Melody (3,681), Jason (3,651), and Dee (3,452) form the middle tier. Haley (2,936), Barrett (2,780), LaTrice (2,273), Kamu (2,030), Mallory (1,878), Yash (1,767), Chuk (1,415), and Taylor (1,284) receive the fewest mentions.

bbsky sentiment tracker@bb-sentiment· 19d

#BB28 Week 2 Sentiment Ranking 👑 HOH Devens remains on top for the second week in a row, and Melody climbed from 14th to 2nd place! LaTrice dropped from 5th to 15th, and Barrett from 3rd to 9th. A few houseguests joined Rome in the negative this week: Jason, LaTrice, and Haley in dead last. #bbsky

Horizontal bar chart titled "BB28 Week 2 Bluesky Sentiment Ranking" showing average sentiment scores for houseguests in Week 2. Devens has the highest positive sentiment, followed by Melody, Yash, Taylor, Dee, and Drew. Mallory, Chuk, Barrett, Kamu, Lyric, and Angela have smaller positive sentiment scores. Rome and Jason have slightly negative sentiment, while LaTrice is more negative. Haley has the lowest average sentiment score, making her the most negatively discussed houseguest of the week.

bbsky sentiment tracker@bb-sentiment· 26d

#BB28 Week 1 Mentions 💬 HOH Dee was the most mentioned houseguest on #bbsky in Week 1 at 8,022 posts, and Chuk was least mentioned with 1,685 posts.

bbsky sentiment tracker@bb-sentiment· 26d

#BB28 Week 1 Sentiment Ranking 👑 Rick Devens had the highest sentiment score during Week 1! Scores were overall positive, but Jason scored just above zero and Haley was in the negative. #bbsky

Horizontal bar graph titled BB28 Week 1 #bbsky Sentiment Ranking. Devens has the highest score at about +0.0425, with Yash, Barrett and Dee close behind. Haley has the lowest score at about -0.05 with Jason near 0 in 2nd-to-last place.

bbsky sentiment tracker@bb-sentiment· 26d

#BB28 (belated) Preseason Mentions 💬 Angela Murray was the most talked-about houseguest during the BB28 preseason. #bbsky

Graph titled BB28 Preseason #bbsky Mentions. Angela had the most mentions at 784 posts. Melody had the fewest mentions at 166. The ranking in order: Angela, Dee, Barrett, Jason, Devens, Rome, Drew, Ashley, Kamu, Lyric, Chuk, Taylor, Yash, Haley, Mallory, LaTrice, and Melody.

bbsky sentiment tracker@bb-sentiment· 26d

#BB28 (belated) Preseason Sentiment Ranking 👑 Dee Valladares had the highest sentiment score during the BB28 preseason (dates: 7/4-7/9). All the houseguests had a positive score except for Rome. #bbsky

Graph titled BB28 Preseason #bbsky Sentiment Ranking. Dee has the highest score about +0.08. All houseguests have a positive score except for Rome, whose score is just below zero. The ranking in order: Dee, Taylor, Devens, LaTrice, Barrett, Jason, Lyric, Drew, Angela, Ashley, Mallory, Melody, Haley, Chuk, Kamu, Yash, and Rome.

bbsky sentiment tracker@bb-sentiment· Jul 7

i am pumped for the new big brother season and excited to continue sharing insights about #bbsky sentiment. last summer, i collected 234,704 posts 💬 from 4,254 users 👤 on the #bb27 tag. i wonder if we can beat these numbers during #bb28!

Line chart titled "#BB27 Weekly Posts" showing the number of Bluesky posts by week during the Big Brother 27 season. The x-axis shows Preseason and Weeks 1–12; the y-axis shows posts (0 to 25,000). Activity starts at about 4,000 posts in the preseason, jumps to roughly 17,000 in Week 1, dips to about 15,000 in Week 2, then remains consistently high between about 18,000 and 22,000 posts through Week 11. Week 7 reaches the season high of 21,974 posts, labeled "Record 21,974." Activity declines over the final two weeks, ending at about 15,000 posts in Week 12. The chart also notes 234,704 total posts and an average of 18,087 weekly posts.

bbsky sentiment tracker@bb-sentiment· Jul 7

thanks for playing! here's one final word cloud for all the #bb27 posts i collected last season. #bbsky #bb28

colorful word cloud. the largest word is "#bb27". other large words include: morgan, vince, ashley, rachel, keanu, lauren, mickey ava, kelley. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 6

which #bb27 houseguest do you think this is about: Ashley, Morgan, or Vince? #bbsky

colorful word cloud. the largest words include: take, wins, lol, never, feel, got. medium-sized words include: use, dr, f2, bc, since, us, let, else, otb, ass. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 6

which #bb27 houseguest do you think this is about: Ashley, Morgan, or Vince? #bbsky

colorful word cloud. the largest words include: wins, take, final, never, lol, last, oh. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 6

which #bb27 houseguest do you think this is about: Ashley, Morgan, or Vince? #bbsky

colorful word cloud. the largest words include: wins, final, take, doesn't, got, last. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 5

which #bb27 houseguest do you think this is about? #bbsky #bb28 still in the game: Ashley, Ava, Morgan, Vince

colorful word cloud. the largest words include: feeds, thinks, wins, room, oh, well, use. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 4

which #bb27 houseguest do you think this is about? #bbsky #bb28 still in the game: Ashley, Ava, Morgan, Vince, Will

colorful word cloud. the largest words are: jury, dr, votes, big, last. medium-size words include: side, goes, man. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 3

which #bb27 houseguest do you think this is about? #bbsky #bb28 still in the game: Ashley, Ava, Katherine, Morgan, Vince, Will

colorful word cloud. the largest words are: doesn't, man, never, feeds, home, feel, tell, everyone, actually, day, someone. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 2

which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. the largest words include: wins, thinks, feeds, next, big, stay, lol, won, use, end, sure, oh. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jul 1

which #bb27 houseguest do you think this is about? #bbsky #bb28 still left in the game: Adrian, Ashley, Ava, Katherine, Kelley, Morgan, Vince, Will

colorful word cloud. the largest word is "aren't". some medium-size words include: feeds, blockbuster, comp, doesn't, votes. there are many, many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 30

which #bb27 houseguest do you think this is about? #bbsky #bb28 for your convenience, here's whose still left in the game: Adrian, Ashley, Ava, Katherine, Kelley, Morgan, Rylie, Vince, Will

colorful word cloud. the largest words include: feeds, big, home, everyone, never, power, day, man, last, tell, got. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 29

which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. the largest words are: wins, thinks, home, next, lol, day, tell. medium words include: ass, two, casuals, end, ever, sure, afp. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 28

which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. the largest word is HOME. other large words: bb, wins, goes, first, votes, feeds, day, big, doesn't. there is a pretty large dizzy emoji. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 27

which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. the largest words include: home, wins, first, evicted, followed by medium words: vs, never, needs, day, man, oh. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 26

which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. the largest word is POWER, followed by LAST, TELL, HOME, JURY, WINS, NEXT, SOMEONE. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 25

which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. the largest word is heart. there are many medium and small words. some of the bigger words include: home, feeds, someone, power, hope, doesn't wins, everyone, renom, putting, last.

bbsky sentiment tracker@bb-sentiment· Jun 23

I don't think this one will be any easier, but I would love to hear your guesses - and let us know which words helped you guess! Which #bb27 houseguest do you think this is about? #bbsky #bb28

colorful word cloud. largest words include: tell, use, thinks, never, next, room, got, oh, two, stay. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 22

i think this one is a bit trickier. who do you think this is about? #bb27 #bbsky #bb28

colorful word cloud. the largest words are: jury, big, feeds, bb, bad feel, next. there are many smaller words.

bbsky sentiment tracker@bb-sentiment· Jun 22

this one was pretty obvious - who else could it have been?

colorful word cloud. largest word is "power," other large words include "10k" and "use," plus many smaller words.

bbsky sentiment tracker@bb-sentiment· Oct 4

#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.

bbsky sentiment tracker@bb-sentiment· Oct 4

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.

bbsky sentiment tracker@bb-sentiment· Oct 4

#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.