├── .gitattributes ├── README.md ├── data ├── 01_raw │ ├── all_teams_schedule_2010_2020.csv │ ├── player_stats_1994_2019.csv │ ├── prosportstransactions_scrape_IRL_2010_2019.csv │ └── prosportstransactions_scrape_missedgames_2010_2019.csv ├── 02_cleaned │ ├── all_teams_schedule_2010_2020_cleaned.p │ ├── inactive_list_cleaned.p │ ├── missed_games_cleaned.p │ ├── names_with_stats.p │ └── player_stats_cleaned.p └── 03_processed │ ├── all_teams_schedule_2010_2020_processed - Copy.p │ ├── all_teams_schedule_2010_2020_processed.p │ ├── inactive_list_processed.p │ ├── mg_il_ps_merged_df.p │ ├── missed_games_processed.p │ └── player_stats_processed.p ├── references ├── 01_dictionaries │ ├── teams_abrv_dictionary.p │ └── teams_nickname_dictionary.p └── 02_images │ ├── durant_silhouette.jpg │ ├── durant_silhouette.png │ ├── folder_structure.png │ ├── injury.png │ ├── nba_silhouette.png │ ├── prosports_transactions_sheetshot.jpg │ └── workflow.png ├── requirements.txt ├── results └── 01_plots │ ├── archive │ ├── bar_missed_games_all_injuries.png │ ├── bar_missed_games_restv2.png │ ├── calendar_heat_map_serious_injury.png │ ├── calendar_plot_all_injury.png │ ├── calendar_plot_serious_injury.png │ ├── calendar_plots.png │ ├── correlation_plots.png │ ├── distplot_age.png │ ├── distplot_inj_older.png │ ├── distplot_inj_recent.png │ ├── distplot_players_older.png │ ├── distplot_players_recent.png │ ├── events.png │ ├── missed_games_all_durations.png │ ├── missed_games_serious_injuries.png │ └── ridge_plot_all_injuries.png │ ├── bar_back_to_backs.png │ ├── bar_missed_games_all_injuries.png │ ├── bar_missed_games_all_injuries_c2018.png │ ├── bar_missed_games_rest.png │ ├── bar_missed_games_serious_injuries_c2018.png │ ├── bar_plot_all__events.png │ ├── bar_plot_injury_events.png │ ├── bar_plot_injury_serious_events.png │ ├── body_map_all_injuries2018.png │ ├── body_map_serious_injuries2018.png │ ├── calendar_heat_map_serious_injury.png │ ├── calendar_heatmap_all_injury.png │ ├── distplot_age_all.png │ ├── distplot_age_inj.png │ ├── distplot_min_all.png │ ├── distplot_min_inj.png │ ├── hor_bar_all_injuries2018.png │ ├── hor_bar_serious_injuries2018.png │ ├── stacked_bar_missed_games_all_injuries.png │ ├── stacked_bar_missed_games_serious_injuries.png │ └── word_cloud.png └── src ├── d00_utils └── team_dictionary_pickler.py ├── d01_scrapes ├── scrape_inactivelist.py ├── scrape_missedgames.py ├── scrape_playerstats.py └── scrape_schedule.py ├── d02_clean ├── __pycache__ │ └── player_name_standardizer.cpython-37.pyc ├── clean_inactivelist.py ├── clean_missedgames.py ├── clean_playerstats.py ├── clean_schedule.py └── player_name_standardizer.py ├── d03_process ├── __pycache__ │ ├── correlate_event_to_game_schedule.cpython-37.pyc │ └── notes_filter.cpython-37.pyc ├── correlate_event_to_game_schedule.py ├── join_concatenate.py ├── notes_filter.py ├── process_inactivelist.py ├── process_missedgames.py ├── process_playerstats.py └── process_schedule.py └── d04_visualization ├── archive ├── injury_explore.py ├── plot_bar_injury_events.py ├── plot_bar_missed_games_rest_v2.py ├── plot_calendarmap.py ├── plot_distplot_age.py ├── plot_distplot_better.py ├── plot_distplot_better_multi.py ├── plot_distplot_injury_durations.py ├── plot_map_to_silhouette_map.py ├── plot_missed_games_all_injuries.py ├── plot_missed_games_serious_injuries.py ├── plot_ridges.py ├── plot_ridges_all_injuries.py └── todo.py ├── plot_bar_all_injuries_events.py ├── plot_bar_back_to_backs.py ├── plot_bar_injury_all_events.py ├── plot_bar_injury_serious_events.py ├── plot_bar_missed_games_all_injuries.py ├── plot_bar_missed_games_all_injuries_c2018.py ├── plot_bar_missed_games_rest.py ├── plot_bar_missed_games_serious_injuries.py ├── plot_body_map_all_injuries.py ├── plot_body_map_serious_injuries.py ├── plot_calendar_heatmap_all_injuries.py ├── plot_calendar_heatmap_serious_injuries.py ├── plot_distplots_age_minutes.py ├── plot_horizontal_bar_all_injuries.py ├── 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