Adding Data Hub

[Aztechs157-Git]

Analysis of the match data has traditionally been done outside of the app using a combination of python code to aggregate the data and excel to view and analyze. In 2025 we also tested out Tableau with minor success. This data hub builds a basic page to start in-app analysis.

Key Additions:

1. Sandwich menu navigation: The Data Hub, Competition Selection, and Pre-Match scouting pages each display a sandwich menu at the top of the screen to move between the data hub and match scouting. Once the user has gotten past Pre-Match, the sandwich menu is no longer available to avoid distraction from actual match scouting.
2. Data Hub Page: The Data hub page reads data from the csvs generated by the match scouting to show some simple views: Top Teams (sorted by total score and other options), Individual Team Summary, Individual Team performance trend (line graph of team's scoring for each match), Individual Team's match data lookup (see what the team did each match)
3. Data Organization: Match scouting data now falls into Internal Storage/Documents instead of the more difficult to access App Data directory it was available at before

No major changes to user input for match scouting pages.

Code for these changes was generated using a combination of Ranier's design and constant feedback and review, and Gemini.