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DIGHUM 101
Kai Chieh Liu - Summer 2024

Individual Project: What Do Youtube Comments Tell Us?

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Background:

In an age where digital platforms play a huge role in our lives, every click, view, and comment potentially holds profound insights. Consumers rely heavily on online reviews when purchasing products. Platforms like YouTube serve not only as entertainment hubs but also as rich sources of consumer feedback and sentiment. It showcases consumers’s thoughts, opinions, and reactions in real time. From product reviews to personal expression, these comments can help companies discover underlying attitudes and perceptions of consumers towards a product.

Objective

In this project, I try to analyze the sentiment and tone of video transcripts and comments to reveal insights from the top five most viewed Youtube videos reviews on the newly released iPad pro with M4 chip.

The videos I choosed to analyze in the project are:

  1. M4 iPad Pro Impressions: Well This is Awkward
  2. Marques Brownlee

    https://youtu.be/-T0MGehwWvE?si=SfMvFW51j4TSKKey

  3. Why I spent $3600 on the iPad Pro M4.
  4. Mrwhosetheboss

    https://youtu.be/S9cmoZFJTD4?si=5ht1kp-iZNeNFhbX

  5. I’m kind of an iPad hater, but this is MAGICAL. - iPad Pro M4
  6. ShortCircuit

    https://youtu.be/DF41C7zT9P0?si=e1iKwI7JizFEEvcB

  7. “Thinnest iPad Ever” – WHAT COULD POSSIBLY GO WRONG?
  8. JerryRigEverything

    https://youtu.be/GN6ZlssqNAE?si=8IQmS88XHraFVo4-

  9. 5 Weird iPad Pro (M4) Decisions
  10. Marques Brownlee

    https://youtu.be/PHcDrXeyguM?si=XpGmRJOQY65hOFY6

This project presents the analyze methods listed below for each Youthbe videos:

  • Frequency Analyze
  • Word Cloud
  • Sentiment Analyze
  • Compare by POS

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