MENU

Fun & Interesting

Dplyr Advanced Guide: data cleaning, reshaping, and merging with lubridate, stringr, tidyr, ggplot2

Dataslice 27,448 4 years ago
Video Not Working? Fix It Now

Dplyr Advanced Guide: data cleaning, reshaping, and merging with lubridate, stringr, tidyr, ggplot2 Timeline 0:00 Intro 1:30 Cleaning dates 3:15 String cleaning & extraction 7:30 Reshaping data 10:57 Merging data frames 14:05 Graphing Code: https://github.com/abhimotgi/dataslice/blob/master/R/Dplyr%20Advanced%20Topics.Rmd Datasets: Billboard Hot 100: https://www.kaggle.com/dhruvildave/billboard-the-hot-100-songs MTV 10,000 artists: https://gist.github.com/mbejda/9912f7a366c62c1f296c Cheat sheets: Lubridate: https://evoldyn.gitlab.io/evomics-2018/ref-sheets/R_lubridate.pdf Stringr: https://evoldyn.gitlab.io/evomics-2018/ref-sheets/R_strings.pdf Tidyr: https://community.rstudio.com/t/tidyr-cheatsheet-with-pivot-functions/62981 Ggplot2: https://www.maths.usyd.edu.au/u/UG/SM/STAT3022/r/current/Misc/data-visualization-2.1.pdf

Comment