COSC 2670: Practical Data Science with Python - IT Assignment Help

Assignment Task:

Tasks 

This is the part 2 of Assignment 1, and it includes two tasks. This is independent to your assignment 1, so your current assignment 1 will not affect this part 2. 

Task 1: An oral presentation of the work in Assignment 1 (10%) 

The presentation should briefly describe 

• How to prepare the data? 

• How to explore the data? 

• What are the results from your analysis? 

The presentation should be a maximum of 10 minutes. Your presentation slides should be: 

Assessment Type Individual 

• Microsoft PowerPoint slides (with audio inserted for each slide by using: Insert − > Audio − > Record Audio). 

• or you can create your own presentation slides (e.g. PDF version) and please submit your own record of your presentation as well. 

Task 2: Short answer question (10%) 

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

• one is about people’s attitude or opinion about Start War movies, including: 

– 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 Or- gana, 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? 

• the other is about people’s demographics, including 

– Gender – Age – Household Income – Education – Location (Census Region) 

We would like to 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 Start War movies. Please describe how to build this classifier (or these classifiers) by using the data collected in the survey (the data provided in Assignment 1). 

Please note that this is a short-answer question, and no coding work is required. Your submission must be in PDF document, and must be at most 6 (in single column format) pages (including figures and references) with a font size between 10 and 12 points. Penalties will apply if the report does not satisfy the requirement.

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