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Reflection

Student Name: name Student Email: email

Instructions

Reflection is a key activity of learning. It helps you build a strong metacognition, or "understanding of your own learning." A good learner not only "knows what they know", but they "know what they don't know", too. Learning to reflect takes practice, but if your goal is to become a self-directed learner where you can teach yourself things, reflection is imperative.

  • Now that you've completed the assignment, share your throughts. What did you learn? What confuses you? Where did you struggle? Where might you need more practice?
  • A good reflection is: specific as possible, uses the terminology of the problem domain (what was learned in class / through readings), and is actionable (you can pursue next steps, or be aided in the pursuit). That last part is what will make you a self-directed learner.
  • Flex your recall muscles. You might have to review class notes / assigned readings to write your reflection and get the terminology correct.
  • Your reflection is for you. Yes I make you write them and I read them, but you are merely practicing to become a better self-directed learner. If you read your reflection 1 week later, does what you wrote advance your learning?

Examples:

  • Poor Reflection: "I don't understand loops."
    Better Reflection: "I don't undersand how the while loop exits."
    Best Reflection: "I struggle writing the proper exit conditions on a while loop." It's actionable: You can practice this, google it, ask Chat GPT to explain it, etc.
  • Poor Reflection "I learned loops."
    Better Reflection "I learned how to write while loops and their difference from for loops."
    Best Reflection "I learned when to use while vs for loops. While loops are for sentiel-controlled values (waiting for a condition to occur), vs for loops are for iterating over collections of fixed values."

--- Reflection Below This Line ---

This project was not easy, but it was interesting to put everything learned over the semester into one project. I am more confident with pulling from pulling data into another file. I will say that the data leftover after cleaning suprised me, since I started with 2999 rows and only ended up with 51. This could be caused by not caching the files properly, in the future I would like to implement caching better, so I do not use up the API requests. In the end to show off the difference between sentiments, having a bar plot was useful to show what sim 4 players think about the game. I would like to think having sentiment is useful to a company who wants to better their game's inadequacies like bugs, glitches, and unnecessary movements, while using the positive sentiments to continue what players enjoy.