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Visualizing word frequencies

Now that you've computed the most frequent words with and without stop words, it's time to visualize the differences. In this exercise, you'll use matplotlib to plot bar charts for both cases.

The following lists have been pre-loaded for you: top_words_without_stopwords, top_counts_without_stopwords, top_words_with_stopwords, top_counts_with_stopwords.

Bu egzersiz

Natural Language Processing (NLP) in Python

kursunun bir parçasıdır
Kursu Görüntüle

Egzersiz talimatları

  • Use plt.bar() to plot the top 10 word frequencies with stop words.
  • Use plt.bar() to plot the top 10 word frequencies without stop words.

Uygulamalı interaktif egzersiz

Bu örnek kodu tamamlayarak bu egzersizi bitirin.

import matplotlib.pyplot as plt
# Plot the frequencies with stop words
plt.bar(____, ____)
plt.title("Top 10 word frequencies (with stop words)")
plt.xlabel("Words")
plt.ylabel("Frequency")
plt.show()

# Plot the frequencies without stop words
plt.figure()
plt.bar(____, ____)
plt.title("Top 10 word frequencies (without stop words)")
plt.xlabel("Words")
plt.ylabel("Frequency")
plt.show()
Kodu Düzenle ve Çalıştır