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Word Cloud With Hashtag#Avengers

6 September, 2020

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Contributors

Data source: 1000 tweets with the hashtag ‘#Avengers’ using Twitter API

Data Collection

Data Preparation

Removing all the non-English text, hashtags, URL links and stopwords(both default English stopwords and customized stopwords)

Word Cloud

Using a shield pic shape background to present the tweets text word cloud.


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Word Cloud Pic

From the word cloud output, the third Avengers movie The Infinity War seems to gain more popularity in tweets than other movies. Many words are about time or date, I assume that many tweets within this topic are discussing the movie releasing date. Some words are starring names and character names in the Avengers series movies. What interesting here in this word cloud is that several words are related to another movie company, the word ‘superman’, ‘shazam’ and ‘dceu’ clearly not belong to this Marvel series movie topic.

For further analysis, it would be interesting to compare the word cloud from tweets content with the word cloud from hashtags.

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Rui

Denver, CO, USA

MSBA Candidate | Data Analyst

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