Flight Data Query Templates
Representative SQL and DataFrame renderings for each of the 20 Flight Data queries. Every page also shows how to extract the exact query for a given platform and scale.
| Query | Name |
|---|---|
| ontime-by-carrier | On-Time Rate by Carrier |
| delay-by-airport | Average Departure Delay by Origin Airport |
| delay-by-hour | Delay Pattern by Departure Hour |
| best-routes | Best Performing Routes by On-Time Rate |
| improvement-trend | On-Time Performance Trend Over Years |
| delay-causes | Delay Cause Breakdown |
| cascade-delays | Late Aircraft (Cascade) Delay Patterns |
| weather-impact | Weather Delay Impact by Month |
| recovery-time | Delay Recovery Analysis |
| busiest-routes | Busiest Routes by Flight Count |
| route-reliability | Route Reliability Ranking |
| distance-delay | Distance vs Delay Correlation |
| hub-connectivity | Hub Airport Connectivity |
| day-of-week | Flight Patterns by Day of Week |
| seasonal-trends | Seasonal Performance Trends |
| holiday-impact | Holiday Period Delay Impact |
| time-of-day | Hourly Congestion Pattern |
| carrier-ranking | Carrier On-Time Performance Ranking |
| cancellation-rate | Cancellation Rates by Carrier and Cause |
| market-share | Carrier Market Share by Route |