Data Analytics in R
Data Input
Data Management in R
Working with Databases
Data Wrangling
Data Transformations
Group Summaries
Working with Tidy Data
Visualization
Visualization with ggplot2
Making Maps
Interactive Visualizations
Predictive Models
Linear Models
Predicting Binary Events
Clustering
K-means
Classifaction and Dimension-reduction
Text Mining
Text as Data
Summarizing a Corpus
Sentiment Analysis
Topic Models
Web Scraping
Using rVest
Using APIs in R
Data Analytics in R
This contains content about data analytics in R. Note that not all sections are finished.