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Visualizing the Most Common Words

Visualizing the Most Common Words

A bar chart provides an easy way to visualize the words that occur most frequently in the dataset.

Code

plt.figure(figsize=(12,6))
plt.bar(common_df['Word'], common_df['Frequency'])
plt.title("Top 20 Most Common Words")
plt.xlabel("Words")
plt.ylabel("Frequency")
plt.xticks(rotation=45)
plt.show()

Explanation

The tallest bars represent the words that appear most often in customer reviews.

Understanding frequently occurring words can help us identify common vocabulary used in both fake and genuine reviews.