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Learn Challenge: Stemming | Stemming and Lemmatization
Introduction to NLP

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Challenge: Stemming

Task

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You are given some text in text variable. Your task is to tokenize this text, remove the stop words, and apply stemming on tokens. To do this:

  1. Import Porter Stemmer.
  2. Convert text to lowercase and save it in text_lower.
  3. Tokenize the text_lower string and save the result in tokens.
  4. Load English stop words, convert them to set, and save in stop_words.
  5. Filter out the stop words using list comprehension and save the result in filtered_tokens.
  6. Create a Porter Stemmer and save it in stemmer.
  7. Stem the tokens using list comprehension and save the result in stemmed_tokens.

Solution

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book
Challenge: Stemming

Task

Swipe to start coding

You are given some text in text variable. Your task is to tokenize this text, remove the stop words, and apply stemming on tokens. To do this:

  1. Import Porter Stemmer.
  2. Convert text to lowercase and save it in text_lower.
  3. Tokenize the text_lower string and save the result in tokens.
  4. Load English stop words, convert them to set, and save in stop_words.
  5. Filter out the stop words using list comprehension and save the result in filtered_tokens.
  6. Create a Porter Stemmer and save it in stemmer.
  7. Stem the tokens using list comprehension and save the result in stemmed_tokens.

Solution

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

close

Awesome!

Completion rate improved to 3.45

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