miladbehrooz / Timeseries_Analysis_Temperature

Performing step-by-step time series analysis of temperature data using the Trend Seasonal model, AR model, and ARIMA model.

Timeseries Analysis Temperature

• Prepared a temperature forecast using temperature data from the website of the European Climate Assessment & Dataset project
• Performed data cleaning and did a step-by-step time series analysis of the data, starting a base model to mimic trend and seasonality
• Built and evaluated AR and ARIMA models.

Figure : Prediction of temperature for Berlin-Tempelhof station via differnet models for 2021