Mapbox collect over 300 million miles of anonymised location data every day to produce speed estimations for routing. This article by Saba El-Hilo goes into detail about how they use Apache Spark to calculate 30 billion of those speed estimations each week.
Calculating 30 billion speed estimates a week with Apache Spark
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