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bike-correlations

Calculates pair-wise correlation and covariance maatrices for numbers of trips between all pairs of stations for the public hire bicycle systems of London, NYC, Boston, Chicago, Washington DC, and Los Angeles. Trip data must first be downloaded and converted to matrices of aggregate numbers of trips between all pairs of stations using the R package bikedata.

Also calculates matrices of inter-station distances using OpenStreetMap data extracted with the R package osmdata and routed using the R package osmprob.

Also calculates equivalent matrices for train data for London, using the Oystercard data sample from http://www.tfl.gov.uk/info-for/open-data-users/

build:

  1. cd ./build
  2. cmake ..
  3. make

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🚲 Calculates correlation matrix between bicycle hire stations

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