case study 2

When reviewing this article consider the topic that is being discussed, data manipulation. Based on the article, can you define the difference between data manipulation, cleaning, and skewing the data to preparing it for analysis? Support your position on each item with this article and any additional resources that are needed.

Your response should be a minimum of four paragraphs and should be a minimum of 400 and 450 words. The font is Times New Roman, font size should be 12, and the paragraphs are single-spaced. There should be a minimum of three references supporting your observations. Citations are to follow APA 6.0 or 7.0, but not both.