# How to remove outliers using box-plot?

I have data of a metric grouped date wise. I have plotted the data, now, how do I remove the values outside the range of the boxplot (outliers)?

All the ['AVG'] data is in a single column, I need it for time series modelling.

If we assume that your dataframe is called df and the column you want to filter based AVG, then
Q1 = df['AVG'].quantile(0.25)