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Train Prophet Model on Qatar Construction Prices
Linked challenge: Qatar Construction Material Cost Forecasting Engine
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Write a Python script using `pandas` and `prophet`. Fit a `Prophet()` model on historical rebar prices, make a 180-day future dataframe, and calculate MAPE on validation data.