[Solved] Calculate the min, max and mean windspeeds and standard deviations
Load the data: df = pd.read_csv(‘wind_data.csv’) Convert date to datetime and set as the index df.date = pd.to_datetime(df.date) df.set_index(‘date’, drop=True, inplace=True) Create a DateFrame for 1961 df_1961 = df[df.index < pd.to_datetime(‘1962-01-01’)] Resample for statistical calculations df_1961.resample(‘W’).mean() df_1961.resample(‘W’).min() df_1961.resample(‘W’).max() df_1961.resample(‘W’).std() Plot the data for 1961: fix, axes = plt.subplots(12, 1, figsize=(15, 60), sharex=True) for name, ax … Read more