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Libby Heeren

@libbyheeren.bsky.social

Posit DS Hangout host & data educator. Data Weasel. Community Builder. Teaches R+Python. ๐Ÿ”‰ Heeren == "hair-en" โœจ LinkedIn: https://www.linkedin.com/in/libbyheeren DS Hangout: https://pos.it/dsh

2,792 Followers  |  437 Following  |  2,989 Posts  |  Joined: 28.10.2024  |  2.2916

Latest posts by libbyheeren.bsky.social on Bluesky

I feel like I need to be an LLM model expert if each model has all these specific differences, OR, I could keep doing what I'm currently doing, which is not using LLMs in agentic mode at all ๐Ÿ˜… just chat

22.11.2025 03:42 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I love looking at wild function code! All the magical feeling of coding is just the clean, abstracted-away-ness of a mature function ecosystem, I think. We just see the clean and sparkly bits haha

22.11.2025 01:47 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Hahaha like those salary ranges that are like $56k-$760k

21.11.2025 21:21 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Privacy and AI Assistants - Posit Many of our LLM tools can execute code and access your files. What does this mean for privacy?

The LLM privacy question comes up (rightly so) on every data community call I'm on. I've had sooo many questions myself. #databs #rstats #pydata
Good resource:
posit.co/blog/trust-l...

Also, have you seen side::kick in RStudio? simonpcouch.github.io/side/

21.11.2025 19:40 โ€” ๐Ÿ‘ 16    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I want off this ride ๐Ÿ˜ซ I think it's probably made worse by having no sleep. Day 2 is like, ok, no sleep but still better than yesterday! But last night was terrible. I asked my husband how long it took last time for me to sleep through the night, and he said A WEEK ๐Ÿ™ˆ Gosh, I hope not

20.11.2025 17:14 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Rollercoaster of ups and downs for sure

20.11.2025 16:30 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Hope so! Quickly!

20.11.2025 16:29 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Day of surgery = miserable

Day after = piece of cake in comparison! Anesthesia still kicking in some ways, probably.

Two days after = somehow back to misery? Maybe worse misery? Definitely different misery ๐Ÿ˜ซ

20.11.2025 16:17 โ€” ๐Ÿ‘ 15    ๐Ÿ” 0    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 0

It makes an excellent fidget ๐Ÿ˜‚๐Ÿ˜‚ I have a bunch of random keycaps on it, but I would like to get a set of rainbow blank ones just for this

19.11.2025 23:10 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I did see some lunar mares listed somewhere but they were $2/switch, which was a little much, I think

19.11.2025 22:24 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
A Gateron brand keyboard switch tester with 35 switches on it

A Gateron brand keyboard switch tester with 35 switches on it

I got the way smaller one! Mine had like 4 tactiles and a few clicky, but the rest are linear, which I just can't seem to do. My favorite is the cap lunar mare, bottom left, but it's out of stock? Like they don't make it anymore. I have a low profile Gateron test set, too.

19.11.2025 22:23 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

But they did end up having such a cute name ๐Ÿฅค๐Ÿฅค๐Ÿฅค

19.11.2025 21:09 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Hahaha, YES! I have a bunch of gateron test switches! The Rainy 75 came with violet linears, and they're suuuuper sensitive. I'm a tactile person, so I'm excited to swap them out for the root beers. Almost all the other tactiles I tested were kinda heavy.

19.11.2025 21:09 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I don't think I could adequately explain where all the parts are to my husband for him to bring them to me in bed ๐Ÿ˜ญ๐Ÿ˜‚

19.11.2025 19:10 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I waited WEEKS for a new set of key switches to arrive (gateron root beer floats!), & now that they're here, I'm too out-of-it in recovery pain to build my keyboard ๐Ÿฅบ such a tease! It's a #wobkey Rainy 75 board (which is wayy too squishy), carmine cloud keycaps from #Nuphy, and the #gateron switches

19.11.2025 19:10 โ€” ๐Ÿ‘ 10    ๐Ÿ” 0    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0

I didn't realize Valley of Fear was so long!

19.11.2025 16:57 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Yessss, I love being able to spread my work out over the week and allow myself the space to go to the grocery store during the day on a Tuesday or something!

19.11.2025 15:26 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

But but but rounded edges ๐Ÿ˜ญ๐Ÿ˜ญ๐Ÿ˜ญ

19.11.2025 04:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Oh my goodness ๐Ÿ˜‚ I hope you like it!! One helpful tip: if you add time before it has started timing, it will actually count DOWN instead of up! So if you're looking to add some time before you start (maybe if you forgot to start it like me), just make sure you let it count up for a few seconds first

19.11.2025 03:25 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

All I could ask forrrr

19.11.2025 03:23 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

So, PLEASE go do Sherlock TidyTuesday for me this week and maybe I can try to do it later in the week while recovering ๐Ÿฅน

github.com/rfordatascie...

18.11.2025 02:27 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Some things that are true:
1. Tomorrow is #TidyTuesday
2. I am a HUGE fan of the Sherlock books (I've read them all!)
3. TidyTues data this wk is the complete Sherlock Holmes texts
4. I โค๏ธ NLP
5. I have surgery tomorrow & can't do Tidy/Pydy, which combines this list of my loves ๐Ÿ˜ญ

#databs #rstats

18.11.2025 02:26 โ€” ๐Ÿ‘ 28    ๐Ÿ” 2    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 0

gigiomics is such a cute name!!

16.11.2025 02:52 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Bernadett's #python visualizations are always so good ๐Ÿคฉ so glad we convinced you to join BlueSky, B!! #databs folks, give her a follow! I'm always inspired by the way she chooses to frame her plots, like the MTA plot with the subway station wall as a frame ๐Ÿ‘ฉโ€๐Ÿณ๐Ÿ’‹

15.11.2025 19:53 โ€” ๐Ÿ‘ 10    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I love hex maps, and I've never made one! Except maybe once in grad school using Tableau? ๐Ÿค” I can't remember.

Y'all's mapping skills in this map challenge have been so very cool to watch!! You're inspiring me daily, keep it up!! #databs

15.11.2025 19:10 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

(I usually use plotly express!)

15.11.2025 19:00 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I've never used Altair! I want to learn!

15.11.2025 19:00 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

That might be his point in the article, that the use case of "quick plotting" is better served by a package that abstracts away the complexity for the user, like ggplot2. But so many Python users that I know don't really need to "quickly" plot! Learning R would take longer than just using matplotlib

15.11.2025 18:49 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

And if I didn't link to the article that was the context for my commentary, I'm not sure it would make sense ๐Ÿค”

15.11.2025 18:45 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I also really like using Python for NLP! The package ecosystem there is great

15.11.2025 18:44 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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