R Project
Exploratory Data Visualization
In this task, you will use R to create a set of static visuals based on a predefined data set. Ideally you should work with one you intend to use for your final project. Please make sure you follow the directions noted below.
Step I: Prospectus
This submission is due in one week1
In this part, you are asked to submit two items of interest:
data file: A possible data set that you wish to explore for your R Project provided in
.csv
,.Rmd
, or.Rdata
formatting.narrative: A short one to three paragraph illustration outlining the following components:
An overview of the context regarding the proposed data set.
A explanation of intended outcomes (what you wish to explore or discover about the data set)
(optional) An explanation of how you think it would be best to visualize the data
Please wait to start Step II until approval. You may choose to submit the proposal early but please contact me over Slack so I may look it over prior to the due date.
Step II: Visualization
You must submit five different visualizations of your data set. Put some thought into these as I will provide feedback based on what you submit.
This submission is due in two weeks2
In this part, you are asked to submit three items of interest:
data file: The data set you explored using R provided in
.csv
,.Rda
, or.Rdata
formatting if it differs from your original submission..narrative: A short statement within a Microsoft Word (
.docx
) file describing whether you manipulated the original data set or not. If you did manipulate it, please briefly describe what you did.script or Rmarkdown: A copy of your final script in
.R
orRmd
formatting. Please ensure that I am able to run it all at once.
Notes
Formatting the Narrative
The following components are required for your submission in the order listed below and must be uploaded as a single cohesive document.
Barring items 1 and 2, all other criteria must be in standard APA 7th edition formatting.
A cover page with your name
No running head
The Body fulfilling the requirements described above
A references section3
Any additional materials you believe will help in the determination of my evaluation of your submission. Classify these by type and separate them into differing Appendices. There is no limit to the number of Appendices.4
Assessment of Visualization
Some areas that you will be assessed on include
Your ability to describe an entire data set within your data visualization without additional explanation.
The use of color and aesthetics in general.
An attention to detail such as labeling, scope, and clarity.
Ensuring that each applicable line or chunk of code you use is explained within the script.
Remember your work should be at a graduate level. I can typically tell how much work has gone into a task.
If you are unsure of something, please ask and do not assume!