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The European Commission released its "AI Continent Action Plan" last week. This high-level communication lays down the various initiatives the European Commission is pursuing to support Europe's AI ambitions and AI uptake: iapp.org/news/a/a-view-from-br

IAPP · A view from Brussels: What is and isn't in the EU's AI Continent Action PlanBy Isabelle Roccia

Handling missing data is a critical step in data analysis, as failing to address it properly can lead to biased results and reduced analytical power. The mice package for R, short for Multivariate Imputation by Chained Equations, provides a robust and flexible framework for handling missing values through multiple imputation.

The visualizations shown below originate from the package website: github.com/amices/mice

More info: eepurl.com/gH6myT

Interesting use of old tech yesterday...

I went out for a coffee without my phone (on Sundays we have a no-screens day), because I could use my Apple Watch to pay for it.

While out, I remembered I had a parcel to pick up from the Australia Post parcel lockers nearby on Bourke Street. But because I had no phone, I didn't have the pick-up code.

However, I noticed an old Telstra payphone across the street. Calls from those are free within Australia nowadays, so I phoned Narrelle and got her to read me the code. I recorded it by entering as a number in the calculator on my watch!

Then I picked up the parcel. 📦

Thanks, 20th century technology. :)

When performing multiple imputation of missing data, it is essential to evaluate how the imputed values compare to the observed data.

The attached image, created with the bwplot() function, showcases how the distributions of observed and imputed values vary across different imputations for multiple variables.

I’ll be hosting an 8-week online workshop on Missing Data Imputation in R: statisticsglobe.com/online-wor

When analyzing missing data, it is crucial to identify patterns and explore relationships between variables to ensure accurate and robust analysis.

For more information on the VIM package and its visualization tools, visit the official vignette here: cran.r-project.org/web/package

Join my 8-week online workshop on Missing Data Imputation in R, beginning February 20, in an exclusive group of just 15 participants.

Additional information: statisticsglobe.com/online-wor

Snap or Flatpak on Linux: Why You Might Want to Avoid Them

If you use Ubuntu or one of its derivatives, you have likely come across Snap or Flatpak as convenient package formats for installing software. While they offer certain advantages—such as simplified dependency handling and the ability to sandbox applications—there are compelling arguments for why you might want to avoid using them.

Read More: machaddr.substack.com/p/snap-o

Buenas noches (desde el continente americano)!

Les comparto un paquete de Emacs que está siendo desarrollado por un miembro de la comunidad SystemCrafters (glenneth).

Es un cliente de Emacs para discourse. Recomiendo seguir las instrucciones manuales para su instalación (package-vc y use-package aún presentan algunos inconvenientes).

codeberg.org/glenneth/discours

Codeberg.orgdiscourse-emacsA modern Emacs package for seamless Discourse forum integration.

A #Debian's #deb #package is basically compressed tarballs in an uncompressed ar archive.

A #Conda (v2) package is basically compressed tarballs in an uncompressed zip archive.

A #Gentoo (#GPKG) package is basically compressed tarballs in an uncompressed tar archive.

Or, in boardroom meeting meme form:

Manager: "We need a container for compressed tarballs!"
The first person: "Ar!"
The second person: "Zip!"
Me: "Why not just a second tar?"
<angry look>
<gets thrown through the window>

Minor news about #Xmoji: It's now featured on LinuxLinks.com 🍻
linuxlinks.com/xmoji-plain-x11

On their comparison of #emoji pickers for #Linux, it ranks 4th: linuxlinks.com/best-free-open-

My goal with Xmoji is to create the "best" emoji keyboard for plain #X11. Given the scope of this comparison (Linux, any GUI which of course includes #wayland ... 🙈), I'd claim I'm pretty much "on track" here. 😎 It certainly can't rank first, because:

- It's X11 only (by design!)
- There's not a single #package for any major Linux distribution.

Maybe you could help to "fix" the "package issue"? 👋😇 Packages currently exist for #FreeBSD and #NetBSD.