Description
The CLI tool should be expanded to include a new feature set to output route delay trends analysis.
Seasonal Analysis
Uses historical AviationStack /v1/flights data over 1-3 years to identify recurring delay patterns by month, season, and holiday periods for specific routes, airlines, or airports. Computes month-over-month delay averages, identifies peak delay seasons (like winter storms or summer thunderstorms), and presents seasonal trend charts showing when delays are historically highest/lowest.
Performance Degradation Detection
Compares recent flight performance (last 30-90 days) against historical baselines using rolling window analysis of AviationStack /v1/flights data. Calculates statistical significance of performance changes, detects when current delay rates exceed historical norms by configurable thresholds, and alerts users to airlines/routes showing deteriorating punctuality.
Description
The CLI tool should be expanded to include a new feature set to output route delay trends analysis.
Seasonal Analysis
Uses historical AviationStack
/v1/flightsdata over 1-3 years to identify recurring delay patterns by month, season, and holiday periods for specific routes, airlines, or airports. Computes month-over-month delay averages, identifies peak delay seasons (like winter storms or summer thunderstorms), and presents seasonal trend charts showing when delays are historically highest/lowest.Performance Degradation Detection
Compares recent flight performance (last 30-90 days) against historical baselines using rolling window analysis of AviationStack
/v1/flightsdata. Calculates statistical significance of performance changes, detects when current delay rates exceed historical norms by configurable thresholds, and alerts users to airlines/routes showing deteriorating punctuality.