Main.py

# create a list of dataframes for each year
df_yearly = []
for year in stats.keys():
    # create dataframe
    tmp_df = pd.DataFrame(stats[year])
    # add 'year' column to dataframe
    tmp_df['year'] = year
    df_yearly.append(tmp_df)