Edav on CitiBike data in NYC for Columbia 5702

This is a class project for STAT 5702 at Columbia University.

Our data is from Motivate.

Our main analysis is based on the dataset of June, 2018. For some time series analysis, we use the samplefortimeseries.py file to sample and combine datasets from historical data.

For Shiny app we bulit to do interactive data analysis, because of the 1 GB storage limitation at shinyapps.io, we use the sampleforshiny.py to extract variables we need for interactive display from the dataset of June, 2018.

In addition, we also left join weather data from NCDC to bind the weather information during the data analysis process.

Please refer to our main analysis report ( EDAVonCityBike.Rmd or EDAVonCityBike.html.) for more detailed information.