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Thanks for the advertisement. #rstats📦seasonal 1.9 (mostly bug fixes) is now on CRAN 🎉

Do you enjoy working with #rstats and know about Shiny, the tidyverse, and Git? Come work with us! cynkra.com/blog/2022-04-2…

Come work with Patrick Schratz, Tobias Schieferdecker, Antoine Fabri, Angélica Becerra, Matt Bunny, Christoph Sax, other amazing colleagues, and myself, in Zurich and/or remote! DMs are open. cynkra.com/blog/2022-04-2…

Interested in #rstats {dm} but too overwhelmed to try it out? A dm object works like a list of tables: it has a length, you can access the components with $ or [[. If nothing else, it keeps your workspace clean if you work with multiple tables. github.com/cynkra/dm

A dm object is more than just a list of #rstats tables, it also keeps track of relationships between tables, visualized with {DiagrammeR} by Richard Iannone. Invest once in organizing your tables, with long-lasting benefits. cynkra.github.io/dm/articles/te…

Did you know that #rstats {dm} also boasts tools that work on plain data frames and lazy tables? Checking keys is among them: run a one-line check over your data to ensure that joins/merges give valid results. cynkra.github.io/dm/articles/te…

Does your data live in local data frames, or in a SQL database? With #rstats {dm} you can work both locally and remote, and seamlessly move in either direction. cynkra.github.io/dm/articles/ho…

#rstats {dm} makes it easy to create a data model from the tables you use in your analysis, remote or local. It is easy to update the data model too! To add a table use dm_add_tbl(), to add keys use dm_add_pk() and dm_add_fk(). cynkra.github.io/dm/articles/ho… tinyurl.com/dm-add-tbl

#rstats {dm} allows us to manipulate a collection of related tables (called data model). dm_wrap_tbl() wraps a whole data model into a single tibble dm by nesting child tables and packing parent tables into a chosen root table! cynkra.github.io/dm/reference/d… tinyurl.com/dm-wrapping

#rstats dm 0.3.0 on CRAN now, welcome 🎉🎉🎉 our new contributors @ma_salmon and Indrajeet Patil (इंद्रजीत पाटील), thanks! This release brings better support for DuckDB and MariaDB/MySQL, and a bunch of other changes, moving towards a stable API. github.com/cynkra/dm/rele…

Analyzing data from multiple tables using #rstats? With the brand new "de-/reconstruct" feature, a dm can be turned to individual tables that *still know about their keys*. Does it work for you? cynkra.github.io/dm/dev/article… Join my talk at #rstudioconf to learn more!

#rstats dm 1.0.1 is on CRAN now. Try the new Shiny app and dm_deconstruct(), feedback welcome! cynkra.github.io/dm/

{boomer} 0.1.1 is on CRAN! {boomer} provides debugging tools that let you inspect the intermediate results of a call. The output looks as if we explode a call into its parts hence the package name. New features detailed in linked thread. Have fun! x.com/antoine_fabri/… #rstats

Join us + work with Patrick Schratz and me on data science infrastructure! If you 🇨🇭based + enjoy great colleagues such as Kirill Müller 🇺🇦 @[email protected] Christoph Sax Antoine Fabri Tobias Schieferdecker Angélica Becerra + a flexible environment cynkra.com apply👇 cynkra.com/blog/2023-02-2… #ansible #k8s #Terraform #devops

‼️ Our next workshop will take place June 8th, 6 pm CEST, titled A toolbox for debugging and refactoring in R. Register or sponsor a student by donating to support 🇺🇦! Details: bit.ly/3wBeY4S Please share! #RStats #AcademicTwitter #EconTwitter

#rstats New {intercept} package. Intercept warnings or messages conditionally depending on the message text content, class or package. Either suppress them, make those fail, make them tell you where they come from, or call the debugger on them. github.com/moodymudskippe…

#rstats {constructive} 0.2.0 is on CRAN! It is much more performant because it doesn't depend on {styler} anymore. {constructive} is basically a nicer dput(), it will help with reprexes, sample data, snapshot tests, data exploration, debugging etc. github.com/cynkra/constru…

Maëlle is an editor of rOpenSci’s Software Peer Review process, and keynote at useR! 2024. We currently have a form open to collect questions for the conversation with Maëlle. Share your questions if you'd like to help the conversation! menti.com/alhpzc3prevy #RStats #useR2024

In case you missed it, Kirill Müller 🇺🇦 @[email protected] wrote up an excellent piece on ApacheArrow Database Connectivity (ADBC), #rstats, DBI, and the future of database connectivity in R! r-dbi.org/blog/dbi-4-3/

#rstats Next Thursday (June 6th) don't miss the 10th edition of AdminR in Bern Liebefeld: meetup.com/adminr/events/…