The Carpentries is a volunteer organization dedicated to teaching foundational coding and data science skills to researchers. Over 73,000 people have attended Carpentries workshops since 2012, and despite the disruption caused by COVID-19, they taught over 200 workshops in 2020 alone. They have helped a lot of people get more done in less time and with less pain, and RStudio is proud to support their work through a donation to their fundraising campaign .
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Recreating Septa Transit Timetables in Python
Recently, Rich and I were poking around transit data, and we were struck by the amount of structuring that goes into transit timetables.
For example, consider this weekend rail schedule table from SEPTA, Philadelphia’s transit agency.
Notice these big pieces:
The vertical text on the left indicating trains are traveling “TO CENTER CITY”. The blue header, and spanner columns (“Services” and “Train Number”) grouping related columns. The striped background for easier reading. Also the black background indicating stations in Center City (the urban core). Tables like this often have to be created in tools like Illustrator, and updated by hand. At the same time, when agencies automate table creation, they often sacrifice a lot of the assistive features and helpful affordances of the table.

Outgrowing your laptop with R and Positron
R-Ladies Abuja has posted a recording of a recent talk on Positron, and you can find it here!
PDF Accessibility and Standards
Quarto 1.9 brings PDF accessibility and standards support, building on new tagging features in LaTeX and Typst.