Weather Data
Explore how to analyze daily weather data from Delhi by examining seasonal patterns and implementing forecasting methods using Python's Prophet library. Learn to compare naive forecasts with Prophet predictions, evaluate accuracy with mean absolute error, and generate reliable future temperature forecasts with uncertainty intervals to enhance your time series forecasting skills.
We'll cover the following...
We'll cover the following...
Context
We'll work with weather data from the city of Delhi, India. Even though there are four variables in this dataset (meantemp, humidity, wind_speed and meanpressure), we'll only use meantemp (the mean temperature).
India Gate in Delhi
Let's start by taking a look at the data to gather some basic ...