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Workflow Automation Templates
A library of ready-to-use workflow templates to accelerate your data journey
Air Passenger Forecast (Prophet Model)
Forecast air traffic trends
Overview
This workflow trains a Prophet time series model on historical airline passenger data to forecast future trends and demand.
Details
It reads the AirPassengers dataset (1949–1960), trains a univariate Prophet model, creates a 24-month future dataframe (Jan 1961–Dec 1962), and predicts passenger traffic for that period. The output displays forecasted values and trends, offering insights into seasonal and long-term patterns in air travel.
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