This directory contains sample data from the signac job 6ae284602fc56465315a18f804b30bcb, corresponding to the statepoint {"year": 2011, "quarter": 1}.
The plot below shows the top five communities found in the higher-order network, overlaid in different colors. Node colors indicate communities. Sizes correspond to InfoMap flow. Labels indicate three letter IATA airport codes.
By contrast, only one large community is found in the first-order network, shown below. Two other tiny communities are found in Alaska (not pictured). Node colors and sizes correspond to InfoMap flow. Labels indicate three letter IATA airport codes.
Below is the top higher-order network community from 2011 Q1, which is primarily composed of PIT, PHL, CLT. Node colors and sizes correspond to InfoMap flow. Labels indicate three letter IATA airport codes. Plots of additional communities are in the hon_community_plots/ subdirectory.
The dominant carriers in community (1, 1) are shown below. This clearly shows that PIT, PHL, CLT in the above plot were hub cities for US Airways in 2011 Q1. Plots of additional communities' carriers are in the hon_community_plots/ subdirectory.
For file size considerations, raw data and some processed intermediates could not be included. The files missing from this sample data set are:
Coupon.zip, data downloaded from the Bureau of Transportation StatisticsCoupon.csv, raw data extracted from zip filehon_itineraries.txt/part-*, extracted itinerariesall_hon_itineraries.txt, combined itinerarieshon_community_plots/hon_community_*, community and carrier plots for communities after the top 9