This corpus consists of 14,461 articles in Spanish from electronic archives of "El Mundo" Newspaper published in the year 2021. A few articles also come from publications from other related media: El Mundo Alicante, El Mundo Andalucía, El Mundo Baleares, El Mundo Catalunya, El Mundo Valéncia et Expansión. All articles are provided in text format, including HTML tags. This data is released thanks to Unidad Editorial Información General, S.L.U., Spain. Years 2020 and 2022 can also be obtained in the ELRA catalogue.