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Mini Project Submissions - #27

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malenamalka wants to merge 7 commits into
ernbilen:mainfrom
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Mini Project Submissions#27
malenamalka wants to merge 7 commits into
ernbilen:mainfrom
malenamalka:main

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@malenamalka

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Comment thread ideas/firstidea.md

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This is a really cool idea and one that could uncover aspects of Argentina’s economy if you are able to find any significant trends. The idea of using a regression could be a good starting point for your model...I was thinking you could possibly see how the change in prices of the baskets respond to a change in the inflation rate (a concept called an interaction term could be useful here). For initial visualizations, you could create some graphs illustrating the rise of the prices as well as how inflation changes during the same time period.

@ernbilen

ernbilen commented Feb 5, 2025

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Derek made solid suggestions. What I can add is: it is often overlooked that inflation disrupts efficiency. So, you can look at the price of essentials basket in real dollars and see how it evolves. Modelwise I think you'd work with time series models since you are tracking the price of one object, the basket, over time.

I honestly like your idea #2 better, assuming you have access to individual data. Moreover you can scrape linkedin. Modelwise prediction works smoothly there too. Let me know what you think. (you can reply here)

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I would be curious if there are certain majors that are chosen based on US news or recent events where the student would want to help or fix any issues that are present in the US. Comparing student major decisions overtime could reveal some of this. Something to think about is the international student’s initial perception of certain majors and how their perception could have changed once they opted into the OPT program.

@ernbilen

ernbilen commented Feb 25, 2025

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  • I like Big Mac Index a lot, you should look into it. Do your baskets correlate with that index?
  • Are salaries catching up with inflation?
  • This is a big economic question—inflation, wages, unemployment. Make sure to do a lit review.
  • Consider economic theory—which relationships do you expect to hold?
  • Can you scrape Argentinian grocery stores and compute your own basket and compare with the indices?

@ernbilen

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  • Maybe add one screenshot/ad images capturing the competition in your intro hook slide. Ppl like images.
  • I may have missed but mention clearly your research question. I think the topic is easy to communicate but the exact question needs a bit more specification.
  • Your modeling is interesting. I wonder if you can find new dimensions/evidence for avenues of competition these companies are having. As you said google searches, or even social media campaigns.
  • Maybe in your hook slide you can show a pic of a company trash talking about another company on social media. I think Taco Bell does that sometimes, or Burger King etc. Maybe soda companies are doing things like that too?
  • I wonder how much of this competition is like all out war/conflict vs. collusion.

@malenamalka malenamalka reopened this Apr 22, 2025
@malenamalka

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Link to our final project repo: https://github.com/jennanowland/Data400_Final

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3 participants