Academics often upload word frequency lists to GitHub or university data portals. Search: "4500 word frequency list English PDF site:github.com" or "lemma list 4500".
Computer programmers and linguists often upload frequency lists to GitHub for language processing projects. Search for frequency-words english 4500 csv and convert the CSV to PDF using your browser or LibreOffice. 4500 key english words pdf free
While Oxford charges for the full dictionary, they offer official Word of the Day lists and CSV/Excel files containing the Oxford 3000 and 4500. Many third-party educators have converted these into clean PDFs. Academics often upload word frequency lists to GitHub
Let's demonstrate with a text sample. Below is a paragraph from The Economist (a notoriously difficult publication). Words outside the top 4500 are in brackets. Final Test: Open a random page from a novel (e
"The central bank decided to increase interest rates to control inflation. This move will likely affect [mortgage] holders and small business owners. However, economists warn that a sudden rise could trigger a [recession]."
This is the power of a focused list. You don't need 50,000 words. You need the right 4,500.