This repository includes an analysis of US Flights Data. This analysis was done for the purpose of the 1st Assignment of the course Applied Machine Learning.
The Dataset can be found in the Airline On-Time Performance Data and in particular we use the flights that have been recorded in year 2018. The data we use in this analysis can be found here.
The purpose of the analysis is to answer the questions of the Assignment. Flights delays, the number of flights per airport and also an analysis of delays are examined in more detail, calculating the probability of a flight being delayed based on Airport Origin and Airport Destination.