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sample data

awk 'BEGIN {srand()} !/^$/ { if (rand() <= .01 || FNR==1) print $0}'

Project questions

EXPEDIA DATA SET

  • bookings
  • who is clicking/ what are the patterns?
  • where are people booking and what exactly are they booking (overnight, #rooms...)
  • insight & visualization
  • Popular destinations? Price ranges of destinations?
  • What are things that correlate clicking and booking??
  • Demographics of users : subsets!
  • What services are booked together?
    • booking hotel and flight together
  • Amount of people in each booking (i.e. couples, families...)
  • Combine with other data source to get interesting visualization/ info
  • Image data: find something in common with images
  • Are people who are living in dense areas traveling to less dense areas?

-Look for categories that have high probability together in different locations
People originating in the US (most of them): what are people looking looking for & who are they?????

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