Context

This file contains data behind the story America’s Favorite ‘Star Wars’ Movies (And Least Favorite Characters)1. The author collected the data by running a poll through SurveyMonkey Audience, surveying 1,186 respondents

Content

. The description of the questions asked in the survey is given below.

• Have you seen any of the 6 films in the Star Wars franchise?

• Do you consider yourself to be a fan of the Star Wars film franchise?

• Which of the following Star Wars films have you seen? Please select all that apply. (Star Wars: Episode I The Phantom Menace; Star Wars: Episode II Attack of the Clones; Star Wars: Episode III Revenge of the Sith; Star Wars: Episode IV A New Hope; Star Wars: Episode V The Empire Strikes Back; Star Wars: Episode VI Return of the Jedi)

• Please rank the Star Wars films in order of preference with 1 being your favorite film in the franchise and 6 being your least favorite film. (Star Wars: Episode I The Phantom Menace; Star Wars: Episode II Attack of the Clones; Star Wars: Episode III Revenge of the Sith; Star Wars: Episode IV A New Hope; Star Wars: Episode V The Empire Strikes Back; Star Wars: Episode VI Return of the Jedi)

• Please state whether you view the following characters favorably, unfavorably, or are unfamiliar with him/her. (Han Solo, Luke Skywalker, Princess Leia Organa, Anakin Skywalker, Obi Wan Kenobi, Emperor Palpatine, Darth Vader, Lando Calrissian, Boba Fett, C-3P0, R2-D2, Jar Jar Binks, Padme Amidala, Yoda)

• Which character shot first?

• Are you familiar with the Expanded Universe?

• Do you consider yourself to be a fan of the Expanded Universe?

• Do you consider yourself to be a fan of the Star Trek franchise?

• Gender

• Age

• Household Income

• Education

• Location (Census Region

Inspiration

The questions in the survey can be divided into two parts:

• One is about people’s attitude or opinion about Start War movies. • The other is about people’s demographics

Build a classifier (or some classifiers, for example one classifier per demographic feature), which can classify people’s demographics (gender, age, household income, education, location (census region)) based on their attitude or opinion about Star War movies.

The Star Wars franchise has captivated audiences for decades, inspiring passionate discussions and debates across a wide range of media. This dataset consists of comments from YouTube Star Wars Trailer videos, providing a unique glimpse into the sentiments and opinions of fans and critics alike. The dataset includes comments on a variety of topics, from the original trilogy to the latest films, TV shows, and video games. This data was collected and labeled for sentiment analysis, making it a valuable resource for researchers and data scientists interested in understanding the public perception of the Star Wars universe. The dataset was inspired by the vibrant online community of Star Wars fans and their ongoing discussions and debates.