The Florence Nightingale Project is an in-depth exploration of the legacy and impact of Florence Nightingale and her revolutionary contributions to modern nursing. This project delves into her pioneering work during the Crimean War, examining her innovative methods in sanitation, hygiene, and patient care. The study aims to analyze Nightingale's statistical analyses and data visualization techniques, which were instrumental in advocating for healthcare reforms and improving hospital conditions. Furthermore, the project will investigate the historical context in which Nightingale operated, exploring the social, political, and medical landscapes of the 19th century that shaped her work. The research will also assess the evolution of nursing practices from the Nightingale era to the present day, evaluating the enduring influence of her principles on contemporary healthcare systems. The project will incorporate both primary and secondary sources, including Nightingale's writings, historical documents, and academic literature. It will consider perspectives from nursing professionals, historians, and medical experts. This comprehensive approach ensures a complete evaluation of her significant impact on healthcare.