analytical software &tools question

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Need to answer both the questions Independent references and intext citations. Each 250 words

Question 1

Consider the point that data is one aspect of the organization that needs to be accurate. When we look at data manipulation, is this in a sense cleaning, and if it is cleaning or not, is it still accurate? This is what is called a "Catch 22", are we changing the outcomes to produce the information we want to see or is the accurate information that we do not really want to see? So for this discussion, identify your position on data manipulation, accurate or not, and support it. 

Your initial response should be a minimum of two paragraphs and should be between 200 and 250 words. The font is Times New Roman, font size should be 12, and the paragraphs are single-spaced. There should be a minimum of one reference supporting your observations. Citations are to follow APA 6.0 or 7.0, but not both.




 Question 2

Data visualization provides a mechanism that takes to data and presents it to the audience in a manner that is some times easier to comprehend than just a page of numbers. With all of the third-party tools that are available, such as Tableau, which have both a free version and a for-purchase version for data visualization. Is it in the best interest of the organization to use a program like Python to produce its own graph, charts, and plots or use a third=party tool to produce the visual information?

Your initial response should be a minimum of two paragraphs and should be between 200 and 250 words. The font is Times New Roman, font size should be 12, and the paragraphs are single-spaced. There should be a minimum of one reference supporting your observations. Citations are to follow APA 6.0 or 7.0, but not both.

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