Materials

01 - Science

02 - Data Overview

03 - Data Sampling

04 - Computation

01 - Reproducibility in science

02 - Reproducible research toolkit

01 - Data visualization as communication

02 - Examining numerical data

03 - Describing visualizations

04 - Data visualization with ggplot2

01 - What is data wrangling?

02 - The presidential dataset

03 - The select function

04 - The pipe operator

05 - The arrange function

06 - The slice function

07 - Boolean logic

08 - The filter function

09 - The mutate function

10 - The group_by and summarize functions

11 - Other helpful dplyr verbs

01 - Principles of tidy data

02 - The gather function

03 - The spread function

04 - The separate function

05 - The unite function

01 - Quantifying data distributions

02 - Quantifying data distributions in R

03 - Probability mass functions

04 - Cumulative distribution functions

01 - Gender discrimination case study

02 - A hypothesis test as a court trial

03 - A manual simulation of the gender discrimination experiment

04 - Simulating the gender discrimination experiment in R

05 - One-sided hypothesis tests using infer

06 - Two-sided hypothesis tests using infer