100k De.txt ◎

– A popular GitHub repository based on movie and TV subtitles, great for spoken-language accuracy. Conclusion

If you're learning German, don't waste time on obscure vocabulary. Filter the list to find the most used verbs and nouns to build your custom Anki flashcard deck. 3. Data Cleaning 100k de.txt

Polyglots often use these lists to prioritize learning the top 1,000 or 2,000 words, which often cover up to 80% of daily conversation. – A popular GitHub repository based on movie

Helping machines understand which words carry the most weight in a sentence. 000 or 2