To reproduce my project, please clone this repo and use the fp-runfile.R to run all the scripts. The final result will be a website created using R Markdown.
You can see the rendered webpage for this project here.
Attention: this repo does not contain all the necessary data to reproduce the entire project. You must use the R script in this repo to download the data.
My project seeks to explore the complementary effect of bike-sharing system (BSS) on the public transit ridership in Chicago using, primarily, Divvy and Chicago Transit Authority (CTA) data. Divvy is the BSS local to the Chicago area and CTA provides public transportation in forms of buses and rails.
A brief explanation on each script files:
fp-runfile.R runs all scripts to reproduce my project in order.
fp-00_download-data.R downloads data from Divvy and CTA webpages.
fp-01_tidy-data1.R combines Divvy and CTA data to add proximity variables (from_prox, from_prox_num, to_prox and to_prox_num).
fp-02_tidy-data2.R combines Divvy and CTA data to add multi-modality variables (multimode and multimode_num)
home.Rmd is to render a "Home" html page of the project's website
result_p.Rmd is to render a "Result: Proximity" html page of the project's website
result_m.Rmd is to render a "Result: Multi-modality" html page of the project's website
tidyverse the usual
stringr to use str_c() function
downloadr to download data
feather to save and read .feather files
geosphere to calculate distance between geographic locations
ggmap to obtain Chicago map
lubridate to handle datetime data