Add sorting, filtering fixes, analytics, and UI improvements
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- Add alphabetical sorting as default with multiple sort options - Fix bedroom filter to properly handle studios (0 BR) - Update bedroom filter options to Studio, 1 BR, 2 BR - Add time range selector (1M, 1Y, All) for unit price history charts - Fetch full price history on demand when viewing unit details - Add comprehensive analytics page with monthly trends, seasonality, plan performance, and historical price comparisons - Display last scrape time from backend instead of frontend refresh time
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