Air Traffic Challenge

Team Airtraffic has created insightful visualizations of air traffic from / to Zurich Airport and experimented with delay prediction models

At the TWIST-Hackdays, the terrific Team Airtraffic has:

• conducted exploratory data analysis and produced many descriptive visualizations to get to know the data and get a first understanding of which aspects of it might be relevant and interesting
• experimented with a broad variety of modelling approaches (linear approaches, binary logistic regressions, ridge regression, bayesian approaches) to predict delays .

1 What we’ve done

1. Explorative Data Analysis

2. Flight Delay Predictions (linear, logistic, bayesian)

3. Flight Delay Predictions (gam)

4. Geogiffery!

5. A bit of analysis related to nightflights

2 What we could have done (with a bit more time)

• Implement further modelling approaches

• A prototype of a flight prediction app based on the best prediction models!