{"repo":"erikaduan/r_tips","free":true,"listed":false,"github":"https://github.com/erikaduan/r_tips","clone":"git clone https://github.com/erikaduan/r_tips.git","description":"R programming tips for data cleaning, data visualisation, statistical modelling and machine learning","language":"R","stars":809,"topics":["r","rstats","machine-learning","statistics","data-science","data-visualization"],"license":"CC-BY-SA-4.0","category":"machine-learning","readme_excerpt":"R programming tips 💻 Set up + How to set up a Positron IDE 🎨 Data visualisation + An introduction to ggplot2 using volcano plots (Updated) + Using DiagrammeR to draw flow charts (Updated) 📚 Data cleaning + Data cleaning using data.table or tidyverse (or Python Pandas ) (Updated) + Cleaning strings using regular expressions with base R or stringr (Updated) 🔨 Productionisation + Creating SQL < R workflows - Part 1 (Updated) + Creating SQL < R workflows - Part 2 (Updated) + Automating R Markdown report generation - Part 1 (Updated) + Automating R Markdown report generation - Part 2 (updated) 🔢 Statistical modelling + TBC 🔮 Machine learning + TBC Other resources The resources below also cover a comprehensive range of practical R tutorials. + Statistical Computing by Alex Reinhart and Christopher Genovese + Data Science Toolkit by David Benkeser + What They Forgot to Teach You About R by Jennifer Bryan and Jim Hester Tutorial style guide This repository now contains the following file naming and code style rules. + Folders are not ordered with a numerical prefix and names are not case sensitive e.g r tips\\tutorials\\... and r tips\\figures\\... + Tutorial subtopics share the same prefix e.g. r tips\\tutorials\\dv-... for data visualisation tutorials and r tips\\tutorials\\sm-... for statistical modelling tutorials + File names use - to separate tutorial topics and instead of other white space e.g. r tips\\figures\\dv-using diagrammer-simple flowchart.svg + Comments are styled accordi","default_branch":null,"files":null,"tree":[],"storefront":"/r/erikaduan","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/erikaduan/r_tips/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}