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Card transactions at petrol stations (card_petrol.zip)

Card transactions made by clients of some small Czech bank at petrol stations, mostly in the Czech Republic but also abroad, in the period of 12 months in 2017-2018. Description of columns is in the extra file README.txt.

Exploration tips

  • distribution of clients by number of payments, number of distinct stations, average amount etc.
  • distribution of amounts and relationship to season, hour, day in month etc.
  • distribution of stations by number of payments, number of distinct clients, average amount etc.
  • distribution of distance client-station, relationship to season, hour, day etc.
  • distribution of payments during a day, a week, a month
  • trends (time series) of payment number, amount etc.
  • distribution of stations in the Czech Republic, highway twins (stations on opposite sides of highways) similarity/dissimilarity
  • favourite station brands

Model tips

  • prediction of payment number or total amount for a station (daily, weekly, during night etc.)
  • prediction of payment number or total amount for a client (monthly) card_petrol.zip