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Ottawa Bike counters: time series analysis and forecasting with R

This is the repository for my dashboard at: https://jmoggridge.shinyapps.io/OttBikeCounters/

Shiny app currently presents:

  • time series plots
  • seasonal plots (annual, hebdo)
  • bike counts by weather conditions
  • autocorrelation
  • PCA by time series features
  • intercorrelation scatterplots
  • map of the area

Things to do:

  • find appropriate time series model
  • use model to do filtering and forecasting
  • wait for rest of 2019 data and spring 2020 data
  • add toggle to highlight construction/malfunctions in the time series tab