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Raw frequency per billion words (normalized), with lemmatization applied (e.g., run, runs, running, ran → run ). Proper nouns, numerals, and purely orthographic variants are excluded unless they have high general utility. word frequency list 60000 englishxlsx exclusive
Many versions include the top word forms (conjugations/plurals) associated with each lemma, often totaling over 100,000 unique forms. Word frequency data Primary Sources for the .xlsx File Excel, Google Sheets, LibreOffice, and all major data
: Typically delivered as an .xlsx (Excel) file or tab-delimited text file. with lemmatization applied (e.g.