You can find the Longman 3000 as a PDF. But PDFs are dead documents. An is a living engine. Here is why the .xlsx format is superior for vocabulary acquisition:
| Word | Part of Speech | Band | Example Phrase | |------|----------------|------|----------------| | the | det. | W1/S1 | the book | | be | v. | W1/S1 | to be happy | | and | conj. | W1/S1 | you and me | | of | prep. | W1/S1 | part of the day | | a | det. | W1/S1 | a car | | to | particle | W1/S1 | go to school | | in | prep. | W1/S1 | in the house | | that | conj./det. | W1/S1 | that man | | have | v. | W1/S1 | have a problem | | I | pron. | W1/S1 | I think | longman 3000 words excel
, you transform a simple vocabulary sheet into a powerful, interactive learning dashboard. Why the Longman 3000 Matters Analysis of the 390-million-word Longman Corpus Network You can find the Longman 3000 as a PDF
By organizing these essential 3,000 words into an , you can transform a static list of words into a powerful, interactive, and personalized learning dashboard. Here is why the
Statistical linguistic research proves that a small percentage of words perform the majority of communication work. The Longman Communication 3000 list provides the highest return on investment for language learners.
You have two options:
import pandas as pd import requests from bs4 import BeautifulSoup import re