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Text Mining LOTR movies dialogue

Analysis of the dialogue from the Lord of the Rings movie trilogy.

* Please! If you are going to use the data from this repository and post your work somewhere, I would really appreciate mentioning this site. I've spent quite some time creating the text files and a little bit of credit would be nice 😊 Thank you!

Content

  • Load and prepare data
  • Data Mining and Visualization (who talks more, frequent words, most mentioned character,...)

* Note: The Ring is treated as a character; Gollum and Sméagol have been treated as different characters; the dialogues are from the extended versions of the movies

Here are some of the visualizations created through the script as part as the data exploration:

Trilogy characteristics

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Characters and movie comparison

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Frequent words

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Most mentioned characters

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THE END!