Project Group Name: bak-R-ız

Project Proposal

Dataset consist of 8 columns for every parking place in Istanbul. Dataset is live, thus we planned to pull data from source on weekly basis and we want to compare fullness of the parking space. In addition, we are planning to enrich data by finding location / population data. You can access data from here.

Dataset:

Column:

  • ParkID: Unique identifier of the parking place
  • ParkAdi: Name of the parking place
  • Latitude: latitude of the parking place
  • Longitude: longitude of the parking place
  • Kapasitesi: full capacity of the parking space when it is empty
  • BosKapasite: capacity of the parking space at a given time
  • ParkTipi: Types of parking ways of the parking space; Yolüstü – Acik– Kapali
  • Ilce: District which parking space in
  • UcretsizParklanmaDk:Free parking duration in minutes

Plan

  • Extracting API data.
  • Cleaning data.
  • Showing basic summary of data.
  • Deeply analyzing and understanding data.
  • Understanding the relation between the park capacity and the other metric.
  • Creating shiny app that recommends best suitable parking spots with given limits.