Text in computer readable format of the 2 books of the volume dedicated to the province of Avila of the Monumental Catalogue of Spain written by Manuel Gómez-Moreno (1900-1901).Using Transkribus, specific Handwriting Text Recognition models have been trained to recognize this author's spelling and are available on the online platform (Gomez-Moreno_v1). After automatic transcription, the text was manually revised.The transcriptions were carried out by Raquel Liceras-Garrido, Alba Comino and Patricia Murrieta-Flores under the project “Goodbye reading glasses: a Machine Learning experiment on handwriting documents”, funded by the Faculty of Arts and Social Sciences and the Digital Humanities Hub of Lancaster University (UK).