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Leonardo Hansa

@leonardohansa.com

I love chocolate and opera, but it's too expensive so I only watch it on YouTube. #stats #RStats

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25.10.2024
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Latest posts by Leonardo Hansa @leonardohansa.com

"The unfortunate truth about data is that nothing much can be done with it, until we theorize about what caused it" (Richard McElreath)

04.03.2026 09:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Python is slipping in popularity – Tiobe The world’s most popular programming language is losing market share to more specialized languages such as R and Perl, Tiobe says.

#RStats is up baby

www.infoworld.com/article/4129...

21.02.2026 19:27 πŸ‘ 62 πŸ” 10 πŸ’¬ 4 πŸ“Œ 0
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Strange but efficient way of updating values on a list in R.

Makes sense after you're explained how object copies work.

kaizen-r.github.io/posts/2026-0... #rstats

12.02.2026 12:28 πŸ‘ 5 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1

I guess a near next step on AI is allowing ads on chats.

You pay chatgpt/gemini for being mentioned when conversations are about the subject you pay for.

And the AI recommends you in a natural way, like "have you heard of Leonardo Hansa? He shares nice content on data on his newsletter..."

14.01.2026 08:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Introduction to forcats

forcats is my second favorite R library I never use.

My favorite one is still purrr.

forcats.tidyverse.org/articles/for...

#rstats

25.11.2025 10:51 πŸ‘ 7 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Contemplating format for my Statistical Rethinking course in January. In recent years, felt too many students can't keep up, fall behind in 2nd half. Maybe I should offer two sections: beginner, advanced. Beginner is first half of content, at half speed. Advanced is 2nd half, also half speed. ?

17.11.2025 06:39 πŸ‘ 74 πŸ” 2 πŸ’¬ 16 πŸ“Œ 0
Meme del seΓ±or a punto de ser ahorcado que mira a su compaΓ±ero de patΓ­bulo y le pregunta: "ΒΏEs la primera vez?"

Meme del seΓ±or a punto de ser ahorcado que mira a su compaΓ±ero de patΓ­bulo y le pregunta: "ΒΏEs la primera vez?"

Se cae Cloudflare y pΓ‘ginas web de todo el mundo se caen.
EspaΓ±oles:
https://elpais.com/tecnologia/2025-11-18/un-problema-en-la-nube-deja-sin-funcionar-a-x-canvas-y-otros-programas.html

18.11.2025 12:19 πŸ‘ 61 πŸ” 41 πŸ’¬ 2 πŸ“Œ 2

Every time I open PowerPoint I think:

"So we're living in the era of Artificial Intelligence"

11.11.2025 09:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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When Numbers Mislead Us The belief that numbers offer a single, objective description of reality overlooks a crucial truth: data does not speak for itself. Every dataset results from choices-what to measure, how, when, and w...

The belief that numbers offer a single, objective description of reality overlooks a crucial truth: data does not speak for itself. Every dataset results from choices, which inevitably reflect implicit, and sometimes ideological, assumptions.

arxiv.org/abs/2507.03628

@freakonometrics.bsky.social

10.10.2025 08:28 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Lately the sentence I say the most is "I don't remember"

31.08.2025 12:22 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I didn't know about Hey. It seems nice but I'm not there yet. I'll be trying Proton Calendar for sometim. I've used their email service but don't manage to feel comfortable with the calendar

23.08.2025 08:01 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

What alternative to Google Calendar do you like?

Notion, Proton...?

#android
#app
#calendar
#productivity

22.08.2025 14:36 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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πŸ“’ Talk Announcement

"From Jupyter Notebook to Publish-Ready Report: Effortless Sharing with Quarto", by @cderv.bsky.social from @posit.co.

πŸ“œ Talk info: pretalx.com/pydata-paris-2025/talk/K7CAAE
πŸ“… Schedule: pydata.org/paris2025/schedule
🎟 Tickets: pydata.org/paris2025/tickets

15.08.2025 07:01 πŸ‘ 2 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
Subliminal Learning: Language Models Transmit Behavioral Traits via Hidden Signals in Data

Have you read this by @anthropic.com ?

Any explanation for dummies?

Are they saying that not-so-random number sequences might hide info only readable by AI?

alignment.anthropic.com/2025/sublimi... #llm

01.08.2025 15:15 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Have you ever loved saving money so much that you've WALKED from an airport to the city center?

29.07.2025 13:52 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I hope they all do

17.07.2025 16:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

On a ML Explainability course, the author compares one concept with coeffs on a linear regression.

Then says: β€œif you don't know about linear regression forget about this comparison”.

My question: how on earth someone who doesn't know about linear regression is studying ML?

#ML #stats

12.07.2025 08:08 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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#statistics #mathsky

19.06.2025 11:47 πŸ‘ 12 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
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Happy early summer weekend, #stats!

20.06.2025 09:09 πŸ‘ 7 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Β«AmΓ©rica se tragaba a Europa.

Β»β€”Nos comen. Somos pobres, muy pobres. Unos miserables que solo entendemos de tomar el sol.Β»

La Regenta, Leopoldo Alas, ClarΓ­n (1884)

05.06.2025 12:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We should first define 'dead' for answering the question below.

As examples:
- Is Pascal dead?
- Is Fortran dead?
- Is SPSS dead? (alas this one isn't)

03.06.2025 14:13 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I'm reading lately lots of posts by R users claiming R is not dead.

Does it mean that R is almost dead?

#rstats

03.06.2025 14:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1

On bubble plots, what should the bubble size variable be associated to: the radius or the area?

#dataviz

31.05.2025 05:57 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

En algunas empresas de consultorΓ­a se piden las dos cosas πŸ˜‚

31.05.2025 05:42 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Help internet where can I buy this hoodie

31.05.2025 04:57 πŸ‘ 53 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0

Estimates are distributions, points are decisions (Richard McElreath)

30.05.2025 09:23 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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20 Pandas One-Liners That Can Save You Hours of Work Simple code that you should not miss at all

20 #pandas one-liners. No idea about some of them, and seem pretty elegant

www.nb-data.com/p/20-pandas-...

Via #TLDRData #python

29.05.2025 11:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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While attending online meetings, today I'm listening to Marin Marais by Brandon Acker and Craig Trompeter in the background.

It's the only thing worth it in today's meetings.

19.05.2025 10:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Some people say AI will take out my job...

Looking forward to it! πŸŽ‰

The poor thing it's going to get so bored that it'll beg me to give it back.

08.05.2025 18:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0