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1. How do you describe the importance of data in analytics? Can we think of analytics without data? Explain. 2. Considering the new and broad definition of business analytics, what are the main inputs and outputs to the analytics continuum? 3. Where do the data for business analytics come from? What are the sources and the nature of those incoming data? 4. What are the most common metrics that make for analytics-ready data? 5. Go to data.gov—a U.S. government–sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education, climate to public safety. Pick a topic that you are most passionate about. Go through the topic- specific information and explanation provided on the site. Explore the possibilities of downloading the data, and use your favorite data visualization tool to create your own meaningful information and visualizations. When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week. .

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1. How do you describe the importance of data in analytics? Can we think of analytics without data? Explain. 2. Considering the new and broad definition of business analytics, what are the main inputs and outputs to the analytics continuum? 3. Where do the data for business analytics come from? What are the sources and the nature of those incoming data? 4. What are the most common metrics that make for analytics-ready data? 5. Define data mining. Why are there many names and definitions for data mining? 6. What are the main reasons for the recent popularity of data mining? 7. Discuss what an organization should consider before making a decision to purchase data mining software. 8. Distinguish data mining from other analytical tools and techniques. 9. Discuss the main data mining methods. What are the fundamental differences among them? ? .

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For this week’s Assignment you will be creating a hypothetical case assessment in your area of interest involving a client presenting with an issue that merits an adult (18 years - 70 years) personality assessment. Write a minimum 10-page essay incorporating the following elements: · Include the following demographic and personal information: fictional name, age, marital status, number of children, educational level, income level, and relevant medical history. Describe clearly the nature of the client’s presenting problem (e.g., consideration of inpatient substance abuse treatment, a candidate for successful completion of a behavior analysis/application program, or a patient with a psychiatric diagnosis, etc.). · Explain the initial problem in sufficient detail to make clear your decisions regarding assessment. Based on the above, answer the following questions in essay format: 1. What would be the most appropriate instrument in personality assessment for evaluating the primary presenting problem? 2. What are the strengths regarding what this instrument can tell us about the client? 3. Why is this the most appropriate instrument? (Be sure to include appropriate reference to source materials.) 4. What are the limitations of what this instrument can tell us about the client? 5. Discuss some of the concerns or issues that might arise in a workplace setting with an individual that has this personality disorder. Elaborate on how this disorder could affect the workplace culture/climate in regards to behavior, interpersonal and group interactions, and productivity. 6. In your discussion of the assessment process, including administration and interpretation, consider professional competencies that reflect the professional characteristics, culture of a given work setting and how these practices are essential to an effective multicultural competency environment. Select an adult personality test - (four) websites for psychological test databases are provided on page 30 of your textbook. Discuss what type of data the test provides and how you might use this particular test to assess a client. Along with the text, and the four articles listed below, locate an additional two peer reviewed journal articles. (7 total references) Note: Find a test measuring a construct in your area of interest; do not purchase a review of any test. You will use the websites to look up the name and brief description of a test and then conduct further research on your own about this test. Read the following articles which are accessible through the following Library links: Fine, S. (2013). Practical guidelines for implementing preemployment integrity tests. Public Personnel Management, 42(2), 281-292. Retrieved from http://dx.doi.org.lib.kaplan.edu/10.1177/0091026013487049 Discuss the following in essay format: Address the purpose of preemployment integrity testing. 1. Describe the primary purpose many organizations include integrity testing during the hiring process of new emp ...

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Objective: Apply decision making frameworks to IT-related ethical issues Submission Requirements: Prepare a report with a total minimum of 1,000 words and submit it to the Project A Assignment Assignments Folder as an attached Microsoft Word file (as an .rtf or .doc format file). Please note: Use at least one article on the topic of your chosen IT Ethics issue and cite and reference it as the basis for some part of your report. Do not quote any source text (from the book or article) and do not include any graphics of any kind in your project papers. Only use text and original expression - only that will be counted in addressing the minimum word count and addressing the topic criteria. Format: Indicate appropriate American Psychological Association (APA) style for citations and references for all sources you use. In addition to critical thinking and analysis skills, your paper should reflect appropriate grammar and spelling, good organization, and proper business-writing style. Note: you only need to use APA style guidelines for the citations you provide in the body of your text to indicate that you are drawing information from a source (but not quoting it) and also in a corresponding reference entry in a list of references after the end of the body of your text. Here is a link to descriptions and examples of APA references by category of online article publication: For this paper, the following elements must be addressed (in a text-only report total minimum of 1,000 words) with the corresponding required headings shown below: Current IT-related Ethical Issue (heading) Choose and describe the context of a Current IT-related Ethical Issue from the list of topics provided at bottom of this post. Decision-Making Process (heading) Under the Decision-Making Process (heading) of your report, you should chose one of the four common approaches (the ethical principles described in the list below) as the method to reason and resolve the ethical issue you have chosen in your Project A (from the list of ethical issues in the assignment description). Four common approaches to ethical decision making: Virtue ethics approach - the ethical choice that best reflects moral virtues in yourself and your community Utilitarian approach - the ethical choice that produces the greatest excess of benefits over harm Fairness approach - the ethical choice that treats everyone the same and shows no favoritism or discrimination Common good approach - the ethical choice that advances the common good For the second part of Apply the Decision-Making Process part of your report, refer to the diagram and discussion of the Reynolds 7 Step Decision-Making Process in the Module 2 Reading for Week 2 to include identifying and choosing alternatives. Include the decision and the evaluation results (Note: use care not to go too far from the basic problem with your assumptions you make for the evaluation.) The flow is sequential up through the evaluation stage, at wh.

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1. Please define the term social class. How is it usually measured? What are some ways that social class is affecting health outcomes for people who become ill with COVID-19? 2. What is the CARES Act? Has it been enough? What has happened to people's ability to pay their bills since it expired? 3. As things stand now, data is showing higher COVID-19 related mortality rates for African Americans. Given what you know from the textbook and from the attached articles, what are some explanations for the disparity? 4. What is environmental racism (injustice)? How does environmental racism put some populations at higher risk for severe medical complications than others? (Vice article) https://www.theatlantic.com/ideas/archive/2020/07/600-week-buys-freedom-fear/613972/ https://www.vox.com/2020/4/10/21207520/coronavirus-deaths-economy-layoffs-inequality-covid-pandemic https://www.vice.com/en_us/article/pke94n/cancer-alley-has-some-of-the-highest-coronavirus-death-rates-in-the-country https://www.theguardian.com/us-news/2020/apr/12/coronavirus-us-deep-south-poverty-race-perfect-storm .

1. Please define the term social class. How is it usually measured .docx

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