Bluesky's Public Data Stream Spurs Innovation and API-Driven Content.
This post points to a significant differentiator and opportunity within the emerging Bluesky social media platform: its 'public jet stream' or transparent data accessibility. This feature encourages unique user experiments and potentially fosters a robust ecosystem for third-party developers, data analysts, and researchers. It creates opportunities for companies specializing in data visualization, AI model training (on publicly available text), content moderation tools, and innovative applications that leverage real-time public social data. Businesses should explore Bluesky's API capabilities for market research and content strategies.
Origin Reddit Post
r/internetisbeautiful
can bluesky say every word in the english language?
Posted by u/avibagla•08/07/2025
i don’t know if it can, but i intend to find out
btw, i love that the bluesky jet stream is public so we can do projects like this
Top Comments
u/nimbus0
I suspect there are a few words that it cannot say.
u/avibagla
check it now! turns out optimum/altice messed with it
u/sundae_diner
Oh, well, in that case, sir, I hope you will not object if I also offer ~~the Doctor~~ *BlueSky* my most enthusiastic contrafribularities.
u/NewBug3
This, this I like
u/nimbus0
I suspect there are a few words that it cannot say.
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/RlySkiz
Inb4 someone makes a bot going through the "not yet seen" words list.
u/Realtrain
47% now. Looks like you'll hit 50% before the first week's done
u/perpterds
Seems likely, but after all, there are a LOT of words lol
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/RlySkiz
Inb4 someone makes a bot going through the "not yet seen" words list.
u/abjedhowiz
Every misspelled word is in here too lol
u/avibagla
not really - to me a use of the word is it being used!
u/hans_l
Now that the project is public, it should be kind of over. Someone will just make posts with new words not found previously.
u/abjedhowiz
Every misspelled word is in here too lol
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/Independent_Buy_2046
very cool and fun project!
u/sundae_diner
Oh, well, in that case, sir, I hope you will not object if I also offer ~~the Doctor~~ *BlueSky* my most enthusiastic contrafribularities.
u/Randy_is_reasonable
Now someone is going to make an account and post all English words just to get to 100% faster after seeing this.
u/JFMV763
Probably not, especially if you are counting slurs that are going to be removed and possibly filtered out altogether.
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/avibagla
i store first time stamp, most recent timestamp, uses etc so if i want to, i might do a graph of total coverage at some point
u/ThoseThingsAreWeird
I'm noticing a few posts that are in other languages, where the English word just happens to match the word in their language. E.g.:
> **New words: paters**
> Ja està explotant. La me
u/r3dm0nk
Now that's actually interesting
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/Pikeman212a6c
Whoever said howsoever deserves a ban
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/hans_l
Now that the project is public, it should be kind of over. Someone will just make posts with new words not found previously.
u/avibagla
not really - to me a use of the word is it being used!
u/Randy_is_reasonable
Now someone is going to make an account and post all English words just to get to 100% faster after seeing this.
u/avibagla
i store first time stamp, most recent timestamp, uses etc so if i want to, i might do a graph of total coverage at some point
u/abjedhowiz
Every misspelled word is in here too lol
u/extordi
Fascinating! Is there any extra data you're collecting "behind the scenes" that doesn't make it to the UI? For example, I think it would be interesting to plot the unique words seen vs time o
u/avibagla
i store first time stamp, most recent timestamp, uses etc so if i want to, i might do a graph of total coverage at some point
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/Pikeman212a6c
Whoever said howsoever deserves a ban
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/SavvySillybug
Next week: this bot says every word on bluesky XD
u/Pikeman212a6c
Whoever said howsoever deserves a ban
u/extordi
Fascinating! Is there any extra data you're collecting "behind the scenes" that doesn't make it to the UI? For example, I think it would be interesting to plot the unique words seen vs time o
u/Independent_Buy_2046
very cool and fun project!
u/roberestarkk
My antivirus blocks not the website, but the API call it makes...
So for me it just reads as zeros across the board!
u/nimbus0
I suspect there are a few words that it cannot say.
u/avibagla
check it now! turns out optimum/altice messed with it
u/nimbus0
I suspect there are a few words that it cannot say.
u/avibagla
not really - to me a use of the word is it being used!
u/hans_l
Now that the project is public, it should be kind of over. Someone will just make posts with new words not found previously.
u/SavvySillybug
Next week: this bot says every word on bluesky XD
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/RlySkiz
Inb4 someone makes a bot going through the "not yet seen" words list.
u/SavvySillybug
Next week: this bot says every word on bluesky XD
u/ThoseThingsAreWeird
I'm noticing a few posts that are in other languages, where the English word just happens to match the word in their language. E.g.:
> **New words: paters**
> Ja està explotant. La me
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/r3dm0nk
Now that's actually interesting
u/SavvySillybug
Next week: this bot says every word on bluesky XD
u/abjedhowiz
Every misspelled word is in here too lol
u/nimbus0
I suspect there are a few words that it cannot say.
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/perpterds
Seems likely, but after all, there are a LOT of words lol
u/perpterds
Seems likely, but after all, there are a LOT of words lol
u/Independent_Buy_2046
very cool and fun project!
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/avibagla
check it now! turns out optimum/altice messed with it
u/extordi
Fascinating! Is there any extra data you're collecting "behind the scenes" that doesn't make it to the UI? For example, I think it would be interesting to plot the unique words seen vs time o
u/ThoseThingsAreWeird
I'm noticing a few posts that are in other languages, where the English word just happens to match the word in their language. E.g.:
> **New words: paters**
> Ja està explotant. La me
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/sundae_diner
Oh, well, in that case, sir, I hope you will not object if I also offer ~~the Doctor~~ *BlueSky* my most enthusiastic contrafribularities.
u/extordi
Fascinating! Is there any extra data you're collecting "behind the scenes" that doesn't make it to the UI? For example, I think it would be interesting to plot the unique words seen vs time o
u/NewBug3
This, this I like
u/Independent_Buy_2046
very cool and fun project!
u/avibagla
not really - to me a use of the word is it being used!
u/RlySkiz
Inb4 someone makes a bot going through the "not yet seen" words list.
u/roberestarkk
My antivirus blocks not the website, but the API call it makes...
So for me it just reads as zeros across the board!
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/avibagla
check it now! turns out optimum/altice messed with it
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/Pikeman212a6c
Whoever said howsoever deserves a ban
u/Randy_is_reasonable
Now someone is going to make an account and post all English words just to get to 100% faster after seeing this.
u/Randy_is_reasonable
Now someone is going to make an account and post all English words just to get to 100% faster after seeing this.
u/NewBug3
This, this I like
u/Independent_Buy_2046
very cool and fun project!
u/roberestarkk
My antivirus blocks not the website, but the API call it makes...
So for me it just reads as zeros across the board!
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/avibagla
i store first time stamp, most recent timestamp, uses etc so if i want to, i might do a graph of total coverage at some point
u/nimbus0
I suspect there are a few words that it cannot say.
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/JFMV763
Probably not, especially if you are counting slurs that are going to be removed and possibly filtered out altogether.
u/abjedhowiz
Every misspelled word is in here too lol
u/avibagla
not really - to me a use of the word is it being used!
u/extordi
Fascinating! Is there any extra data you're collecting "behind the scenes" that doesn't make it to the UI? For example, I think it would be interesting to plot the unique words seen vs time o
u/ThoseThingsAreWeird
I'm noticing a few posts that are in other languages, where the English word just happens to match the word in their language. E.g.:
> **New words: paters**
> Ja està explotant. La me
u/hans_l
Now that the project is public, it should be kind of over. Someone will just make posts with new words not found previously.
u/avibagla
not really - to me a use of the word is it being used!
u/JFMV763
Probably not, especially if you are counting slurs that are going to be removed and possibly filtered out altogether.
u/hans_l
Now that the project is public, it should be kind of over. Someone will just make posts with new words not found previously.
u/roberestarkk
My antivirus blocks not the website, but the API call it makes...
So for me it just reads as zeros across the board!
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/Heightren
I feel like there're some words they won't say over there
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/JFMV763
Probably not, especially if you are counting slurs that are going to be removed and possibly filtered out altogether.
u/ThoseThingsAreWeird
I'm noticing a few posts that are in other languages, where the English word just happens to match the word in their language. E.g.:
> **New words: paters**
> Ja està explotant. La me
u/Pikeman212a6c
Whoever said howsoever deserves a ban
u/r3dm0nk
Now that's actually interesting
u/hans_l
Now that the project is public, it should be kind of over. Someone will just make posts with new words not found previously.
u/JFMV763
Probably not, especially if you are counting slurs that are going to be removed and possibly filtered out altogether.
u/NewBug3
This, this I like
u/RlySkiz
Inb4 someone makes a bot going through the "not yet seen" words list.
u/Rotios
Really like this. Fun and interesting to look at. Makes me curious about the Bluesky jet stream now too.
A couple of features that could be added:
1. Let me pause the refresh so I can read
u/r3dm0nk
Now that's actually interesting
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/r3dm0nk
Now that's actually interesting
u/Randy_is_reasonable
Now someone is going to make an account and post all English words just to get to 100% faster after seeing this.
u/sundae_diner
Oh, well, in that case, sir, I hope you will not object if I also offer ~~the Doctor~~ *BlueSky* my most enthusiastic contrafribularities.
u/roberestarkk
My antivirus blocks not the website, but the API call it makes...
So for me it just reads as zeros across the board!
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/avibagla
check it now! turns out optimum/altice messed with it
u/SavvySillybug
Next week: this bot says every word on bluesky XD
u/avibagla
yeah! it got to 30 percent in about 8 hours. it’s much slower now
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/JFMV763
Probably not, especially if you are counting slurs that are going to be removed and possibly filtered out altogether.
u/extordi
Fascinating! Is there any extra data you're collecting "behind the scenes" that doesn't make it to the UI? For example, I think it would be interesting to plot the unique words seen vs time o
u/r3dm0nk
Now that's actually interesting
u/Randy_is_reasonable
Now someone is going to make an account and post all English words just to get to 100% faster after seeing this.
u/GeneralFloofButt
That *is* beautiful! Wonder how much Reddit can say.
u/Heightren
I feel like there're some words they won't say over there
u/avibagla
i store first time stamp, most recent timestamp, uses etc so if i want to, i might do a graph of total coverage at some point
u/RlySkiz
Inb4 someone makes a bot going through the "not yet seen" words list.
u/r3dm0nk
Now that's actually interesting
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/ThoseThingsAreWeird
I'm noticing a few posts that are in other languages, where the English word just happens to match the word in their language. E.g.:
> **New words: paters**
> Ja està explotant. La me
u/MichaelTruly
Damn it’s already at 37% that’s fast. But theoretically it should slow down as we wait for it to hit more uncommon words right?
u/Realtrain
47% now. Looks like you'll hit 50% before the first week's done
u/sundae_diner
Oh, well, in that case, sir, I hope you will not object if I also offer ~~the Doctor~~ *BlueSky* my most enthusiastic contrafribularities.
u/adamdoesmusic
I’m sure there’s at least a few words you’re more likely to find on Twitter
u/perpterds
Seems likely, but after all, there are a LOT of words lol
u/roberestarkk
My antivirus blocks not the website, but the API call it makes...
So for me it just reads as zeros across the board!
u/SavvySillybug
Next week: this bot says every word on bluesky XD
u/abjedhowiz
Every misspelled word is in here too lol