Pandas, Pandas Grouper, Pandas Date, Pandas Dt, Pandas Resample.
average grouped = df.groupby(df['date'].dt.to_period("M")).mean() print("Grouping is done on monthly basis using dt and groupby method:\n", grouped) Conclusion: We have all three popular methods used in pandas to summarize the time series data. The best method to summarize time series data depends