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Data manipulation First, we load the data on the character index.

Data for Dataset Composition DVs From the previous blog on data preparations, I will be using several main datasets to work with different purposes of DVs.

Dividing the data to 10 selected series To make visualizations regarding character personalities, as there are a total of 800 characters, it would be difficult to compare their personality spectrums.

Data Source The Open-Source Psychometrics Personalities dataset is provided on the website itself, yet its data is not entirely clean.