Data analysis
R for MSBA
Introduction
Beginning a Project
Choosing an app
Step 1: Make an RStudio Project
Step 2: Start an R File
R syntax
Basics
Variables
Comments
Functions
Data Types and Data Structures
Basic data types
Vectors
Matrices
Mixing types in vectors or matrices
Coercion
Lists
Data Frames
Constructing a data frame
Accessing elements of a data frame
Binding data frames together
Factors
Categorical Data
The forcats library
Dates
Date formats
Lubridate
Logical tests
Functions
Using functions
Making your own functions
Vectorized functions
Importing and Exporting Data
Text-based formats
Excel
Other Statistical Software
Exporting data
Packages in R
Installing packages
Loading packages
Using functions from packages
Data cleaning
Cleaning up column names
Missing data
Data wrangling
Selecting columns
Filtering rows
Arranging rows
Mutating columns
Joining data frames
Pivoting
Data analysis
Summary statistics
Grouped summary statistics
Statistical tests
Data visualization
The grammar of graphics
Common geoms
Aesthetic mappings
Faceting
Themes
Downloads - sample data
Workshop downloads
Resources
Data Analysis
TBD