Adjusting session state

adding a dataframe export function to start creating some ownership databases

adjusting enter comparison formatting

ping

taking care of formatting in player exposures

Add actual player data mapping in Contest Analysis tab of app.py

Update salary mapping in Contest Analysis tab of app.py

Remove commented note about memory allocation in app.py to clean up the code. This change enhances code clarity by eliminating unnecessary comments.

Add salary mapping for players in Contest Analysis tab of app.py

fixing dupes formula

Remove unused session state frames in Contest Analysis tab of app.py

Update duplicate calculation logic in app.py

Update database type for Showdown contests in app.py

getting NFL ready and set

Refactor payout calculation logic in app.py

Refactor payout calculation for tied positions in app.py

Refactor payout calculation logic in app.py

Refactor payout calculation application in app.py

Enhance payout calculation logic in app.py

Add ROI coloring function and update dataframe display in app.py

Update sorting logic for ROI frame in app.py

Add ROI formatting and enhance dataframe display in app.py

working through ROI tab

Update ROI calculation in app.py

adding ROI info tab

Update contest payout information retrieval in app.py

Fix payout position calculation in app.py

Enhance error handling for payout information retrieval in app.py

Add payout information retrieval in app.py

Refactor payout information retrieval in app.py

Refactor payout type handling in app.py

Add debug print statement for payout information in app.py

Refactor payout data handling in app.py

Add payout information retrieval and processing in app.py

Update excluded columns for contest analysis in app.py

Add CFB position selection to contest analysis in app.py

intro CFB into sport options

Update contest loading feedback and display data in app.py

Add toast notification for contest readiness in app.py

Initialize sport selection in session state for contest analysis tab in app.py

Update session state keys for game type and sport selection in app.py

Update session state keys for sport and game type selections in app.py

Refactor session state assignments in app.py for clarity

Refactor sport and game type handling in app.py for consistency

Refactor sport and game type selection in app.py for improved clarity

Implement segmented control for tab selection and enhance session state management in app.py

Clear unnecessary session state entries in app.py during portfolio reset

Enhance portfolio reset functionality in app.py

Add clear portfolio reset functionality in app.py

Update session state handling in app.py to improve contest data management