Sourcing
- rvest - A set of useful tools for working with http connections
- rio - simplify importing and exporting data across source formats
- readxl - importing Excel files including individual worksheets
- datapasta - copy/paste data using clipboard
Exploring
- skimr - displays summary statistics the user can skim quickly to understand their data
- DataExplorer - automated scanning and visualizing of each data set field
Wrangling
- dplyr - transform and summarize data frames
- stringr - manipulate regular expressions and character strings
- lubridate - simplify working with dates and times
- glue - concatentate strings and/or data
- magrittr - set of operators to make code more readable such as the pipe
- janitor - simple functions for cleaning dirty data
- tidyr - change the layout of data sets
- tidytext - simplify text mining
Modeling
- tidymodels - set of assorted tidyverse-friendly modeling packages
- broom - converts statistical model output to tidy data
- ggdenro - parses dendogram data into data frames
Visualizing
- ggplot2 - R’s famous package for beautiful graphics usibg the grammar of graphics
- ggmap - access Google API to download Google maps and geolocations
- ggraph - ggplot2 extensions for network diagrams and trees
- ggridges - density plots
- geofacet - visualize data for geographical regions via faceting with arrangement of panels mimicing original geographic topology
- patchwork - combine charts
- scales - maps data to aesthetics, automatically determines breaks and labels for axes and legends.
- viridis - beautiful, visible and color blind friendly color palette
- ggdark - uncluttered chart theme
Programming
- purrr - automate code iterations