– A popular GitHub repository based on movie and TV subtitles, great for spoken-language accuracy. Conclusion
Use the list to remove "stop words" (extremely common words like der, die, das ) from a dataset to improve the accuracy of a sentiment analysis tool. Where Can You Find Reliable Lists?
At its core, is a frequency list containing the 100,000 most commonly used words in the German language, typically ranked from most frequent to least frequent. These lists are usually derived from massive "corpora" (collections of text) like news articles, books, and web content. Why is a Word Frequency List Useful?
Using Python, you can easily load the file to see if a specific German word is "common" or "rare":
The file is more than just a list of words; it’s a snapshot of how a language lives and breathes. By understanding word frequency, you can build smarter apps, learn languages faster, and analyze data more effectively.
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.
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
