Anaelle Duplessis enhanced the birds species analysis report in the MarieEtienne/2024_MODE_OCR repository by updating metadata and improving HTML formatting using R Markdown. She refined the Analyse_Birds.qmd file, adjusting the title and author fields and configuring HTML output options to improve the report’s presentation and organization. Her work introduced a configurable table of contents placement, which increased readability and facilitated navigation for stakeholders reviewing the data analysis. Although the scope was focused on a single feature over one month, Anaelle’s contributions laid the groundwork for ongoing collaboration and further improvements, demonstrating solid technical application of R Markdown and data analysis.