There are many ways to misrepresent data through visualizations of data. There are a variety of websites that exist solely to put these types of graphics on display, to discredit otherwise somewhat credible sources. Leo (2019), an employee of The Economist, wrote an article about the mistakes found within the magazine she works for. Misrepresentations were the topic of Sosulski (2016) in her blog. This is discussed in the course textbook, as well (Kirk, 2016, p. 305).
After reading through these references use the data attached to this forum to create two visualizations in R depicting the same information. In one, create a subtle misrepresentation of the data. In the other remove the misrepresentation. Add static images of the two visualizations to your post. Provide your interpretations of each visualization along with the programming code you used to create the plots. Do not attach anything to the forum: insert images as shown and enter the programming code in your post.
When adding images to the discussion board, select the plus sign in the toolbar, then choose the image from your files.
This is the data to use for this post: Country_Data.csv
Before plotting, you must subset, group, or summarize this data into a much smaller set of points. Include your programming code for all programming work. It would be more likely that one would win a multi-million dollar lottery than plot the same information the same exact way. However, if you have, you will need to repost and make your post unique. The first post to provide the content does not need to change.
Kirk, A. (2016). Data visualisation: A handbook for data driven design. Sage.
Leo, S. (2019, May 27). Mistakes, we’ve drawn a few: Learning from our errors in data visualization. The Economist. https://medium.economist.com/mistakes-weve-drawn-a-few-8cdd8a42d368
Sosulski, K. (2016, January). Top 5 visualization errors [Blog]. http://www.kristensosulski.com/2016/01/top-5-data-visualization-errors/
Considerations for every forum:
Remember your initial post on the main topic must be posted by Wednesday 11:59 PM (EST).
Your initial post should include your references, thoroughly present your ideas, and provide evidence to support those ideas. A quality peer response post is more than stating, “I agree with you.” State why you agree with your classmate’s post. Use the purpose of the forum is to generate discussion.
No credit will be earned for posts that are disrespectful or not on the topic of the forum.
An example post:
The factual and misrepresented plots in this post are under the context that the visualizations represent the strength of the economy in five Asian countries: Japan, Israel, and Singapore, South Korea, and Oman. The gross domestic product is the amount of product throughput. GDP per capita is the manner in which the health of the economy can be represented.
The visual is provided to access the following research question:
How does the health of the economy between five Asian countries: Japan, Israel, and Singapore, South Korea, and Oman, compare from 1952 to 2011?
with “GDP per Capita” is the true representation of economic health over the years of the presented countries. Japan consistently has seen the best economic health of the depicted countries. Singapore and South Korea both have large increases over the years, accelerating faster than the other countries in economic health. Oman saw significant growth in the years between 1960 and 1970, but the growth tapered off. All of the countries saw an increase in health over the provided time frame, per this dataset. Israel saw growth, but not as much as the other countries.
The plot titled without “per capita” is only GDP and does not actually represent economic health. Without acknowledging the number of persons the GDP represents, Japan is still the leading country over the time frame and within the scope of this dataset. Singapore’s metrics depict some of the larger issues of representing the GDP without considering the population. Instead of Singapore’s metrics depicting significant growth and having a level of health competitive with Japan in the true representation, Singapore has the fourth-smallest GDP. It indicates that Singapore’s economy is one of the least healthy amongst the five countries.
The programming used in R to subset, create, and save the plots:
# make two plots of the same information – one misrepresenting the data and one that does not
# use Country_Data.csv data
# plots based on the assumption the information is provided to represent the health of the countries’ economy compared to other countries
# August 2020
# Dr. McClure
—————– Coding removed due to issues with students reposting the example post in prior courses —————– You are required to post your code on the discussion, despite the removal in this example.
Your peers and I should be able to copy and paste your code into RStudio to render your graphics.
# save each plot with a transparent background in the archive image folder
ggsave(filename = “PerCapita.png”,
plot = p1,
bg = “transparent”,
path = “./code archive/_images”)
ggsave(filename = “GDP.png”,
plot = p2,
bg = “transparent”,
path = “./code archive/_images”)
Why should I choose Homework Writings Pro as my essay writing service?
We Follow Instructions and Give Quality Papers
We are strict in following paper instructions. You are welcome to provide directions to your writer, who will follow it as a law in customizing your paper. Quality is guaranteed! Every paper is carefully checked before delivery. Our writers are professionals and always deliver the highest quality work.
Professional and Experienced Academic Writers
We have a team of professional writers with experience in academic and business writing. Many are native speakers and able to perform any task for which you need help.
Reasonable Prices and Free Unlimited Revisions
Typical student budget? No problem. Affordable rates, generous discounts - the more you order, the more you save. We reward loyalty and welcome new customers. Furthermore, if you think we missed something, please send your order for a free review. You can do this yourself by logging into your personal account or by contacting our support..
Essay Delivered On Time and 100% Money-Back-Guarantee
Your essay will arrive on time, or even before your deadline – even if you request your paper within hours. You won’t be kept waiting, so relax and work on other tasks.We also guatantee a refund in case you decide to cancel your order.
100% Original Essay and Confidentiality
Anti-plagiarism policy. The authenticity of each essay is carefully checked, resulting in truly unique works. Our collaboration is a secret kept safe with us. We only need your email address to send you a unique username and password. We never share personal customer information.
24/7 Customer Support
We recognize that people around the world use our services in different time zones, so we have a support team that is happy to help you use our service. Our writing service has a 24/7 support policy. Contact us and discover all the details that may interest you!
Try it now!
How it works?
Follow these simple steps to get your paper done
Place your order
Fill in the order form and provide all details of your assignment.
Proceed with the payment
Choose the payment system that suits you most.
Receive the final file
Once your paper is ready, we will email it to you.
Our reputation for excellence in providing professional tailor-made essay writing services to students of different academic levels is the best proof of our reliability and quality of service we offer.
When using our academic writing services, you can get help with different types of work including college essays, research articles, writing, essay writing, various academic reports, book reports and so on. Whatever your task, homeworkwritingspro.com has experienced specialists qualified enough to handle it professionally.
Admission Essays & Business Writing Help
An admission essay is an essay or other written statement by a candidate, often a potential student enrolling in a college, university, or graduate school. You can be rest assurred that through our service we will write the best admission essay for you.
Our professional editor will check your grammar to make sure it is free from errors. You can rest assured that we will do our best to provide you with a piece of dignified academic writing. Homeworkwritingpro experts can manage any assignment in any academic field.
If you think your paper could be improved, you can request a review. In this case, your paper will be checked by the writer or assigned to an editor. You can use this option as many times as you see fit. This is free because we want you to be completely satisfied with the service offered.