April 2019
Beginner
157 pages
2h 30m
English
Content preview from Learn RStudio IDE: Quick, Effective, and Productive Data ScienceBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Index
A, B, C
Class types
character and numeric
data frame
factor
list
matrix
vector
Code refactoring
Comprehensive R Network (CRAN)
Custom R packages
build tab
code completion
datasets, adding
description
documentation with Roxygen2
hello.R
hellor.Rd
RStudio menu
use cases
D, E
Data exploration
filtered dataframe
life expectancy by year
base R plot function
R unique function
summary function
Data visualization
D3
ggplot2 (
see
ggplot2)
htmlwidgets
r2d3
Debugger
dplyr package
F
File viewer
Flow control
for loop
functions, apply
if-then statement
loops
sapply functions
while loop
Functions
G, H
ggplot2
blank canvas
geom_line verb
geom_point verb
library function
line plot
git
branches
committing changes
Diff viewer
integration viewer
repository
setup version control
source control viewer
I
inner_join ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.