What cleaning was needed in order to prepare the data


Problem

Using the data collected, clean the data and perform basic statistical analysis.

Often times data is analyzed and visualized to understand, but not to present the visualization. Visualizations can be excellent analytical tools.

If you would like to generate different data than what was gathered, you may. However, clearly state that the data is different and the source of the data in the research paper. You do not need a compelling reason, so do not spend time trying to justify your choice. You may use data that is available within the libraries of R, as well.

Determine what cleaning is needed, if any. Using statistical tools provided in the lecture, or tools you ascertained the knowledge of from another source, determine what tools to use and perform at least 2 statistical analyses on your dataset.

After completing these actions in R, write a research paper and describe:

a) The condition, type, and size of your data

b) What cleaning was needed in order to prepare the data for analysis

c) What statistical tools were used and any assumptions these tools have

d) What were the results of the statistical analyses and what does this tell you about your data?

e) Could you see any way to discretely misrepresent your data when performing your cleaning or analysis?

The response should include a reference list. Double-space, using Times New Roman 12 pnt font, one-inch margins, and APA style of writing and citations.

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