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Handwriting is an art form that most people learn at an early age. Eachperson's writing style is unique with small changes as we grow older and as ourmood changes. Here we analyse handwritten text in a culturally significantpersonal diary. We compare changes in handwriting and relate this to thesentiment of the written material and to the topic of diary entries. Weidentify handwritten text from digitised images and generate a canonical formfor words using shape matching to compare how the same handwritten word appearsover a period of time. For determining the sentiment of diary entries, we usethe Hedonometer, a dictionary-based approach to scoring sentiment. We applythese techniques to the historical diary entries of Rosamond Jacob (1888-1960),an Irish writer and political activist whose daily diary entries report on themajor events in Ireland during the first half of the last century.

Handwriting Analysis on the Diaries of Rosamond Jacob