Outsmarting tra?ic with R & Shiny Waze is the world's largest community-based tra?ic and navigation app. Waze enables you to join other drivers in your area who share real-time tra?ic and road info, saving everyone time and gas money on their daily commute. In order to outsmart tra?ic together with our users, we collect, process and analyze large amounts of data. Waze relies heavily on insights from this data both for decision making and

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