Challenge: Creating a Bag of Words
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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.
Solución
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Completion rate improved to 4.17Challenge: Creating a Bag of Words
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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.
Solución
Cambia al escritorio para practicar en el mundo realContinúe desde donde se encuentra utilizando una de las siguientes opciones¡Gracias por tus comentarios!
Awesome!
Completion rate improved to 4.17single
