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Home
Python 3
Creating a Word Cloud

Creating a Word Cloud

Creating a Word Cloud
Install WordCloud (Only Once)
Import the Library
Generate the Word Cloud
Explanation

Creating a Word Cloud

A Word Cloud visually represents word frequencies. Frequently occurring words appear larger, while less common words appear smaller.

Word Clouds are commonly used in Natural Language Processing to summarize text data.

Install WordCloud (Only Once)

!pip install wordcloud

Import the Library

from wordcloud import WordCloud

Generate the Word Cloud

text = " ".join(df['clean_review'])
wordcloud = WordCloud(
width=900,
height=500,
background_color='white'
).generate(text)
plt.figure(figsize=(12,6))
plt.imshow(wordcloud)
plt.axis("off")
plt.title("Word Cloud of Customer Reviews")
plt.show()

Explanation

The Word Cloud provides a visual summary of the most frequently used words across all reviews.

Larger words indicate higher frequency, while smaller words appear less often.

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Creating a Word Cloud

Contents

Creating a Word Cloud

Install WordCloud (Only Once)

Import the Library

Generate the Word Cloud

Explanation

Fake Review Detection System using Machine Learning

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