Challenge: Creating a Bag of Words
Swipe to start coding
Your task is to display the vector for the 'graphic design' bigram in a BoW model:
-
Import the
CountVectorizerclass to create a BoW model. -
Instantiate the
CountVectorizerclass ascount_vectorizer, configuring it for a frequency-based model that includes both unigrams and bigrams. -
Utilize the appropriate method of
count_vectorizerto generate a BoW matrix from the'Document'column in thecorpus. -
Convert
bow_matrixto a dense array and create aDataFramefrom it, setting the unique features (unigrams and bigrams) as its columns. Assign this to the variablebow_df. -
Display the vector for 'graphic design' as an array, rather than as a pandas
Series.
Løsning
Tak for dine kommentarer!
single
Spørg AI
Spørg AI
Spørg om hvad som helst eller prøv et af de foreslåede spørgsmål for at starte vores chat
Awesome!
Completion rate improved to 4.17Challenge: Creating a Bag of Words
Stryg for at vise menuen
Swipe to start coding
Your task is to display the vector for the 'graphic design' bigram in a BoW model:
-
Import the
CountVectorizerclass to create a BoW model. -
Instantiate the
CountVectorizerclass ascount_vectorizer, configuring it for a frequency-based model that includes both unigrams and bigrams. -
Utilize the appropriate method of
count_vectorizerto generate a BoW matrix from the'Document'column in thecorpus. -
Convert
bow_matrixto a dense array and create aDataFramefrom it, setting the unique features (unigrams and bigrams) as its columns. Assign this to the variablebow_df. -
Display the vector for 'graphic design' as an array, rather than as a pandas
Series.
Løsning
Skift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående mulighederTak for dine kommentarer!
Awesome!
Completion rate improved to 4.17single
