This release wraps up several visual and structural cleanup tasks, including removing redundant chart subtitles, surfacing additional corpus statistics in tables, and improving the document narrative flow. Visuals in builder_lina_stats.py were polished for clarity, and total number formatting was updated to be more readable. These changes ensure the documentation and reporting remain professional as the project matures. Refining the project