Add clear saved lineups functionality in app.py by introducing a new button to delete saved lineups from session state. This update enhances user control over saved data and improves overall user experience by providing a clearer interface for managing lineups.

Update lineup saving logic in app.py to use lineup_display_df for storing player data. This change ensures consistency in saved lineups and improves the overall functionality of the save feature.

Update column layout in app.py to adjust button spacing and enhance visual clarity. Add conditional display for saved lineups, improving user feedback when no lineups are available. This update streamlines the user experience by providing clearer information on lineup status.

Add handbuilder lineup export functionality in app.py by introducing a new export button. This allows users to download saved lineups as a CSV file, enhancing data management and user experience. Additionally, new column definitions for DraftKings and FanDuel handbuilder exports have been added for improved clarity.

Add clear and save lineup buttons in app.py to enhance user interaction. The clear button resets the lineup, while the save button allows users to store their lineups in session state, improving overall functionality and user experience.

Add informational tooltip in app.py for optimals filters to enhance user guidance. Adjust column layout for download buttons to streamline the export process, improving overall user experience.

Enhance data export functionality in app.py by adding a fourth column for stack inputs and implementing filters for minimum and maximum salary and stack counts. This update improves user experience by allowing more granular control over exported data for both DraftKings and FanDuel.

Add new convert_pm_df function for Portfolio Manager exports in app.py. Update download buttons to utilize this new function, enhancing data export functionality and ensuring consistent CSV formatting for both IDs and Names.

Refactor data export logic in app.py to remove unnecessary index settings for columns in DraftKings and FanDuel exports. This change enhances data clarity by ensuring only relevant columns are dropped, streamlining the export process for both Portfolio Manager options.

Refactor data export logic in app.py to ensure consistent column dropping and index setting for DraftKings and FanDuel across slate types. This update improves data clarity and maintains a streamlined export process for both Portfolio Manager options.

Refactor data export logic in app.py to streamline column dropping and index setting for DraftKings and FanDuel. This update enhances the clarity of exported data by ensuring consistent handling across different slate types, improving overall user experience.

Enhance data export functionality in app.py by implementing conditional column dropping and index setting based on selected site and slate type for both DraftKings and FanDuel. This update ensures accurate data formatting for Portfolio Manager exports, improving user experience and data clarity.

Refactor data export handling in app.py by removing unnecessary index setting in download button data. This change simplifies the export process for both Portfolio Manager options, ensuring cleaner data output.

Refactor download button layout in app.py to improve organization and accessibility of export options. Adjusted column widths for Regular and Portfolio Manager exports, ensuring a more user-friendly interface for data downloads.

Remove unused variable pm_export in app.py to clean up code and improve clarity in data handling for slate types.

Refactor download button data handling in app.py to use convert_df_to_csv for ROO exports. This change improves data export functionality for both Regular and Portfolio Manager options, ensuring consistent file formatting.

Add download buttons for ROO exports in app.py based on slate type. Implemented separate export options for Regular and Showdown slates, enhancing user functionality and data accessibility.

Remove unused gspread import from app.py to streamline dependencies and improve code clarity.

Update scoring percentages calculation in app.py to include separate metrics for DraftKings and FanDuel. This change enhances the data structure by introducing 'DK_Runs/$' and 'FD_Runs/$', while also refining the handling of average salary columns for each platform, improving overall data accuracy for player selection.

Update app.py to include 'FLEX5' in player selection for various slate types. This change enhances the data structure for player lineups, ensuring compatibility with expanded player options in the application.

Refactor player selection logic in app.py to improve handling of 'Top (1-5)' and 'Mid (4-8)' conditions. This update introduces additional player selection when the count is less than auto_size_var, ensuring accurate sorting and selection of players, thereby enhancing the application's functionality.

Enhance player selection logic in app.py by adding display of selected players for 'Mid (4-8)' condition. This update improves user feedback by showing the selected players when the count is less than the specified auto_size_var, thereby enhancing the application's usability.

Update player selection logic in app.py to correctly handle additional player selection for 'Mid (4-8)' condition. This change ensures that the logic accommodates the specified auto_size_var, enhancing the accuracy of player selection in the application.

Enhance player selection logic in app.py to ensure accurate handling of auto_size_var for 'Top (1-5)' and 'Mid (4-8)' conditions. This update improves player selection by allowing for an additional player when the selected count is less than the specified size, thereby enhancing the application's functionality.

Fix player selection logic in app.py to correctly handle auto_size_var for 'Mid (4-8)' condition. This adjustment ensures accurate player selection based on the specified size, enhancing the functionality of the application.

Refactor player selection logic in app.py to accommodate dynamic auto size

Refactor player data mapping in app.py to improve position-based logic

Enhance data handling in app.py by expanding player data mapping

Comment out redundant player index setting in app.py to prevent potential errors during data display. This change maintains the existing functionality while improving error handling in the data presentation logic.

Refactor player count logic in app.py to enhance clarity

Refactor opponent and team total mapping in app.py for improved data handling

Refactor data mapping in app.py to simplify opponent assignment

Remove redundant CSS rule for portal element in app.py to streamline styling

Update CSS in app.py to further adjust font size for portal element

Update CSS in app.py to adjust font size for portal element

Add CSS rule in app.py to set font size for table rows

Update CSS selector in app.py to simplify box-sizing implementation

Update CSS selector in app.py to improve layout consistency

Update CSS styles in app.py to enhance layout and box-sizing

Update font size in app.py for improved readability

Enhance styling in app.py for improved readability

Refactor lineup display in app.py to improve styling and readability

Enhance lineup building logic in app.py to support both Draftkings and Fanduel platforms

Add error handling for opponent and team total mappings in app.py

Adjust player selection logic in app.py for 'Mid' category to correct range calculation, ensuring accurate filtering of players based on updated order parameters. This change enhances the user experience in lineup creation.

Update player selection logic in app.py to adjust range parameters for 'Mid' and 'Wrap' categories. Enhanced the selection criteria to ensure accurate player filtering based on updated order ranges, improving user experience in lineup creation.

Refactor player selection DataFrame in app.py to ensure consistent filtering by salary and position. Updated logic to apply filters correctly, enhancing data integrity and user experience in lineup creation.

Refactor player position selection logic in app.py to simplify user experience. Removed conditional check for 'Specific' position selection, allowing direct multiselect input for positions.

Update position selection key in player filters for consistency

Add player filters to app.py for enhanced selection options