Update variable reference in app.py for improved clarity

Refactor variable usage in app.py for clarity and consistency

Enhance name matching logic in app.py and find_name_mismatches.py

Update projections handling in app.py for name matching

Refactor contest file handling in app.py

Update data handling in app.py for contest file processing

Fix name mismatch handling in app.py

Add debug output for actual_dict in app.py

Refactor stack metrics calculations in app.py

Fix stack count variable in app.py

Add detailed player exposure metrics display in app.py

Enhance session state management in app.py

Add player exposure metrics by percentile in app.py

Refactor player exposure calculations in app.py

Refactor percentile finish calculation in app.py

Refactor player subset calculations in app.py

Update percentile finish calculation in app.py

Refactor percentile finish calculation in app.py

Add percentile finish calculation in app.py

Fix stack count reference in exposure percentage calculation in app.py

Refactor contest player metrics calculation in app.py

Refactor contest length metric calculations in app.py

Fix calculation of contest length metrics in app.py

Refactor game type handling and player filtering in app.py

Reorganize dataframe copy logic in app.py

Refactor contest data handling in app.py

Refactor player data handling in app.py

Add debug output for player and stack counts in app.py

Refactor player selection logic in app.py

Convert player columns to string type in app.py

Fix exposure column naming in duplication info tab of app.py

Add duplication info tab and update dataframe handling in app.py

Adjust dataframe display height in app.py

Update pagination button labels for clarity in app.py

Adjust pagination logic to start from page 1 in app.py

Refine pagination button functionality and session state management in app.py

Update pagination button labels for accurate page navigation in app.py

Update pagination button labels for improved clarity in app.py

Enhance pagination logic and session state management in app.py

Implement pagination for dataframe display in app.py

Implement session state cleanup on pagination navigation in app.py

Implement pagination for displayed dataframe in app.py

Refactor data clearing functionality and enhance pagination display in app.py

Refactor stack data processing and session state management in app.py

Remove redundant player frame from session state and clean up unused variables in app.py

Refactor column layout and update player data processing in app.py

Refactor player data processing in app.py for improved accuracy

Enhance name matching functionality in app.py and find_name_mismatches.py

Enhance player exposure dataframe display in app.py

Sort player exposure dataframe by overall exposure in app.py