Hospitals with no beds or blankets. Emaciated, weak and dying soldiers. Rats and fleas everywhere. When Florence Nightingale arrived with her 38-strong nursing team in the Crimea in November 1854, this was the appalling scene that greeted them. Two years later, she had developed pioneering statistical methods to convince other people that widespread reform was vital.