A batch of Shiny tips from creating an application tailored to teaching statistics, and the Big Book of R gains nine new entries to the collection. Episode Links This week's curator: Batool Almarzouq (@batool664) (https://twitter.com/batool664) 6 simple Shiny things I have learned from creating a somewhat small app (https://albert-rapp.de/post/2021-11-21-a-few-learnings-from-a-simple-shiny-app/) 9 new books added to Big Book of R (https://oscarbaruffa.com/bbofr_2021-06-12/) - In this release there’s 9 new books which covers the widest range of topics of any release to date. Entire issue available at rweekly.org/2021-W50 (https://rweekly.org/2021-W50.html) Supplement Resources Albert Rapp's YouTube channel (https://www.youtube.com/channel/UCdFC653IaBVC5kwj7CGo2sQ) R Development Guide (https://forwards.github.io/rdevguide/) DevOps for Data Science (https://akgold.github.io/do4ds/index.html) Handbook of Graphs and Networks in People Analytics (https://ona-book.org/index.html) Hiring Data Scientists and Machine Learning Engineers (https://dshiring.com/) "Introducing {admiral}" presentation at R/Pharma 2021 (https://www.youtube.com/watch?v=N7Bw8c3D5fU)