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Lab #11: Exploratory Data Analysis

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Lab 11: Exploratory Data Analysis

Preparation

  • Read/ annotate: Recipe #11. You can refer back to this document to help you at any point during this lab activity.
  • Note: do your best to employ what you've learned and use other existing resources (R documentation, web searches, etc.).

Objectives

  • Gain experience working with coding strategies to prepare, feature engineer, explore, and evaluate results from exploratory data analyses.
  • Practice transforming datasets into new object formats and visualizing relationships
  • Implement organizational strategies for organizing and reporting results in a reproducible fashion.

Instructions

In this lab we will be exploring tweets collected from the Twitter API between October 14 to 25, 2021 for the search terms: faucet, spigot, frying pan, skillet, pail, bucket, coke, pop, soda, you guys, y'all, yall.

In this lab the code has been provided in the file lab_11.Rmd. You task will be to add the relevant prose to describe the steps as if it were part of your research project.

Tasks

  1. Change the author: "<Your Name Here>" line in the front matter to reflect your name.

  2. Add descriptive prose to the lab_11.Rmd script to describe each of the code chunks that implement coding steps for producing this analysis and their output results.

  3. As always, provide a self-assessment of your progress in this lab.

Some questions to consider:

  • What did you learn?
  • What was most/ least challenging?
  • What resources did you consult?
  • What more would you like to know about?

Submission

  1. To prepare your lab report for submission on Canvas you will need to Knit your R Markdown document to PDF or Word.
  2. Download this file to your computer.
  3. Go to the Canvas submission page for Lab #11 and submit your PDF/Word document as a 'File Upload'. Add any comments you would like to pass on to me about the lab in the 'Comments...' box in Canvas.

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Lab #11: Exploratory Data Analysis


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