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| # TREEMAPS | |
| travel_cats = ['home', 'travelled', 'rest_cats'] | |
| travel_grp_df = box_df.groupby(travel_cats).sum() | |
| travel_grp_df = travel_grp_df.assign(games=box_df.groupby(travel_cats)['minutes_played'].count()) | |
| travel_grp_df.reset_index(drop=False, inplace=True) | |
| chart_cats = ['home_str', 'travelled_str', 'rest_cats'] | |
| home_away = pd.Series(['Home ' * i for i in travel_grp_df.home.values]) + pd.Series(['Away ' * (1-i) for i in travel_grp_df.home.values]) | |
| travel_grp_df['home_str'] = home_away | |
| travelled = pd.Series(['Travelled ' * i for i in travel_grp_df.travelled.values]) + pd.Series(['Stayed ' * (1-i) for i in travel_grp_df.travelled.values]) | |
| travel_grp_df['travelled_str'] = travelled | |
| travel_grp_df['rest_cats'] = travel_grp_df['rest_cats'] + "'<BR>Rest" | |
| travel_grp_df['WIN%'] = travel_grp_df.win/travel_grp_df.games * 100 | |
| fig = px.treemap( | |
| travel_grp_df, path=['home_str', 'travelled_str', 'rest_cats'], values='games', color='WIN%', color_continuous_midpoint=50, color_continuous_scale=px.colors.diverging.Portland) | |
| fig.show() | |
| fig = px.treemap( | |
| travel_grp_df, path=['home_str', 'rest_cats', 'travelled_str'], values='games', color='WIN%', color_continuous_midpoint=50, color_continuous_scale=px.colors.diverging.Portland) | |
| fig.show() |
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