Filter player information to exclude entries with matching contest and player dates in app.py for improved data accuracy

Add display of salary dictionary in app.py for improved user visibility

Reorder player information sorting in app.py to enhance data accuracy by ensuring duplicates are removed after sorting by salary

Sort player information by salary and remove duplicates in app.py for improved data accuracy

Add Showdown contest type handling in app.py for enhanced player data processing

Update cleaned_df column names in load_contest_file.py to improve clarity and avoid confusion

Update cleaned_df column names in load_contest_file.py for clarity and consistency

Refactor load_contest_file function to include contest type parameter for improved data handling

Update db_type assignment in app.py for improved clarity in contest type handling

Refactor contest data handling in app.py and load_contest_file.py for improved clarity and functionality

Remove unnecessary print statements from app.py and load_contest_file.py for cleaner code

Enhance data handling in load_contest_file.py by dropping NA values from BaseName

Update data presentation in load_contest_file.py by replacing entry_list with df['BaseName']

Refactor entry list retrieval in load_contest_file.py for improved clarity

Replace print statements with st.table in load_contest_file.py for improved data presentation

Enhance data visibility in load_contest_file.py by replacing print statements with st.table

Add debug print statements in load_contest_file.py for improved data visibility

Update player information retrieval in app.py to use contest_date for accuracy

Update grab_contest_player_info function in app.py to use contest_date instead of contest_name

Add debug print statements in load_contest_file.py for enhanced data visibility

Enhance contest file loading in app.py and load_contest_file.py to support additional data structures

Refactor return values in load_contest_file.py to streamline data output

Refactor player information mapping in app.py for consistency and clarity

Update player information handling in app.py and load_contest_file.py for improved contest data processing

Add player information retrieval in app.py for enhanced contest data processing

Add table display for contest file and helper in app.py

Refactor contest selection process in app.py to streamline user input

Enhance contest name retrieval in app.py to support multiple contest types

Update player position assignment in app.py to handle GOLF sport case

Enhance player data processing in load_contest_file.py by removing duplicates

Add helper name matching in load_contest_file.py for improved contest data processing

Fix variable usage in load_contest_file.py for contest name matching

Add debug output for specific player in load_contest_file.py

Refactor contest file handling in app.py and add debug output in load_contest_file.py

Add table display for contest file helper in app.py

Add debug output for salary dictionary in app.py

Update player position handling in app.py for GOLF sport case

Refactor date selection handling in app.py

Add debug output for selected dates in app.py

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Update contest data retrieval to handle 'GOLF' sport case

Enhance contest data retrieval with secondary date handling

Enhance contest data retrieval by adding secondary date parameter

Handle division by zero in create_general_exposures function

Add informational message for manual loading in app.py

Refactor UI layout and streamline contest loading logic in app.py

Refactor layout and improve contest file handling in app.py

Remove unused import of get_contest_names in load_contest_file.py to streamline the code. Maintained existing functionality while improving code clarity.

Update dependencies in requirements.txt

Refactor name matching logic and update dependencies