Create Liz Mini Project.docx

[liazb]

No description provided.

[DerekChibbaro]

Really interesting idea! To see how the frequency of certain phrases or words used by different characters changes over time, you could create some initial histograms with the counts of popular words. I like the idea of using a word cloud for different seasons or years to see if there is a visual difference. For your potential model, maybe there is a way to predict the character based on certain phrases used from the show or from a certain review.

[ernbilen]

This is very solid. Take to look at the reddit post I included in the notes about south park's analysis which is similar to yours. In fact I remember seeing HIMYM show up on reddit subreddits and upon checking, yes, it is already done to a degree, so you need to distinguish your project from them by either adjusting your analysis, or changing the show you analyze.
https://www.reddit.com/r/dataisbeautiful/comments/g5oxjd/oc_characters_with_the_most_line_in_each_episode/
Might be easier to change the show.

[ernbilen]

Btw, your name is missing in the submission.

[DerekChibbaro]

An interesting model you could implement is the idea of predicting the political freedom scores of the countries based on political leader beliefs. You could try to cluster different economic or political themes and see which countries are more similar than others. Or you could look at their political beliefs and past trends in terms of their economic development strategies and see if there are strong correlations across the countries.

[ernbilen]

• Strengths:

  • Strong data collection and web scraping.
  • Nice data retrieval and exploratory data analysis.
  • Nice to see you pursuing a passion project.
  • Great breakdown by different character types.

• Areas for Improvement:

  • Consider the implications for stakeholders—who benefits and may find your results useful. Your technical skills are great, but framing needs improvement.
  • Emphasize more tractability of the data. Where does it come from, how is the database constructed etc?