lowess-grouped 0.0.2

Apply groupwise lowess smoothing to a dataframe

Lowess Grouped

Apply groupwise lowess smoothing to a dataframe.

Usage

Install the package:

pip install lowess-grouped

Then simply import the package, and call the function lowess_grouped with your dataframe df:

from lowess_grouped.lowess_grouped import lowess_grouped

df_smoothed = lowess_grouped(df, 
                             x_name="year", 
                             y_name="temperature_anomaly",
                             group_name="region_name", 
                             frac=0.05)

For a more detailed example take a look at the notebook temperature-example.ipynb.

More

This project builds upon the lowess function from statsmodels.