Section 11 More resources

11.1 Projects using this data

Inferred Route Preferences in Bike Sharing (this one uses R and prints the code used!)
Station-Level Forecasting of Bike Sharing Ridership: Station Network Effects in Three U.S. Systems
Where do the Nice Riders go?

11.2 General R Programming

11.3 R Projects (and reproducibility)

11.4 R Markdown

11.5 Wrangling & Visualization

Writing Narratives with Data: An Introduction to ggplot (by me)
Exploring DC’s bikeshare system: Wrangling with dplyr (by me)
Political Donations from the STEM Community: Learning dplyr (by me)
Suzan Baert’s blog posts on dplyr tricks: Basic to Advanced Ways to Select Columns, Transforming your columns into the right shape, Basic and more advanced ways to filter rows, Summarizing and slicing your data
Top 50 ggplot2 visualizations- The master list (with full R code)
Complete ggplot2 tutorial part 1 and part 2

11.6 Reading in Data

11.7 Modeling and Statistical Inference

11.8 GIS and Urban Planning