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Topic 7 - Discussion Questions
1. Suppose you wanted to understand the relationship between a customer's yearly income (X) and the number of movies (Y) t ...
Topic 7 - Discussion Questions
1. Suppose you wanted to understand the relationship between a customer's yearly income (X) and the number of movies (Y) the customer watched in a year. You then gather data on incomes and the number of movies watched in a year. The range of incomes in your data set is $5K to $150K. After fitting a simple linear model and performing all the appropriate diagnostics, the model showed that, on average, for every $10K in income, the customer watched 1.5 movies in the year. So, for example, if a customer earned 60K in a year, he or she would be expected to watch nine movies during the year. Now you want to apply this model to your very wealthy friend who will earn $1 million in the next year. Is this an appropriate application of your model? Why or why not? Provide specific examples to justify your opinion.2. If you regress daily high temperature (Y) on the amount of ice cream sales (X), you will notice that there is a strong positive correlation between the two. In other words, as daily ice cream sales increase, the daily high temperature increases. This implies that if we knew the amount of ice cream sales in a particular day, we could estimate, with a high level of accuracy, the high temperature in that day. Does this mean that if we wanted to increase the daily temperature, we need to sell more ice cream? Explain why or why not?
IT700 Southern New Hampshire University Fire Alert System Project Proposal
you will develop a comprehensive, professional IT project proposal in which you
identify a real-world problem and propose ...
IT700 Southern New Hampshire University Fire Alert System Project Proposal
you will develop a comprehensive, professional IT project proposal in which you
identify a real-world problem and propose an IT solution. The problem should be significant enough that it has potential for making a difference for the
community, for society, or globally. A high-level recommendation for the IT solution is presented. Innovation is key, so strive to create a unique solution or solve
a pressing problem. You should envision yourself writing this proposal for key stakeholders, including those who would benefit from the proposed solution. The
essence of the problem and technological solution should be clear enough for a development team to complete implementation of the project with minimal
guidance. The proposal should exhibit graduate-level writing, using APA style when appropriate.This is in regard to the fire alarm/application that you have been working on.
Data Visualization With Tableau : Use of Tableau
Details:The purpose of this assignment is to use data visualization tools to aggregate and depict data and to interpret th ...
Data Visualization With Tableau : Use of Tableau
Details:The purpose of this assignment is to use data visualization tools to aggregate and depict data and to interpret the data visualization results.For this assignment, you will use the "Claims 2" dataset. You will use Tableau to replicate the dashboard you created in the Topic 3 assignment. In addition, you will compare and contrast the Excel and Tableau software.Part 1:Create a dashboard describing the data by age group (e.g., 21-30 yrs, 31-40 yrs, 41-50 yrs, 51-60 yrs, and 61-70 yrs). The dashboard should include the graphs and charts listed in the locations described. The dashboard should be submitted as a Tableau file. A sample layout is provided in the resource, "Data Visualization With Tableau Screenshot: Preview of the Tableau Dashboard."Top Left: Bar graph showing the average number of ER visits for each of the five age groups. Show the actual average values above each bar.Middle Left: Bar graph showing the average number of procedures for each of the five age groups. Show the actual average values above each bar.Bottom Left: Bar graph showing the average claim cost for each of the five age groups. Show the actual average values above each bar.Top Right: Pie chart showing the percent of the total sum of all claim costs for each of the five age groups. Show the actual percent values of each slice.Bottom Right: Line graph showing the percent of each age group that has one or more ER visits. Show the actual percent values of each group. To create this chart, first create a new calculated column, named "Has ER Visit," that is equal to 1 when the patient has had one or more ER visits; otherwise 0. HINT: The average of a 0-1 column is a percent.Part 2:In 250 words, compare and contrast the use of Excel and Tableau in data visualization. Include specific discussion about the following in your summary.Software ease of use.Software visualization capabilities.Software limitations.Discussion of when each of these software programs is most appropriate for use.APA format is not required, but solid academic writing is expected.
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Most Popular Content
Topic 7 - Discussion Questions
1. Suppose you wanted to understand the relationship between a customer's yearly income (X) and the number of movies (Y) t ...
Topic 7 - Discussion Questions
1. Suppose you wanted to understand the relationship between a customer's yearly income (X) and the number of movies (Y) the customer watched in a year. You then gather data on incomes and the number of movies watched in a year. The range of incomes in your data set is $5K to $150K. After fitting a simple linear model and performing all the appropriate diagnostics, the model showed that, on average, for every $10K in income, the customer watched 1.5 movies in the year. So, for example, if a customer earned 60K in a year, he or she would be expected to watch nine movies during the year. Now you want to apply this model to your very wealthy friend who will earn $1 million in the next year. Is this an appropriate application of your model? Why or why not? Provide specific examples to justify your opinion.2. If you regress daily high temperature (Y) on the amount of ice cream sales (X), you will notice that there is a strong positive correlation between the two. In other words, as daily ice cream sales increase, the daily high temperature increases. This implies that if we knew the amount of ice cream sales in a particular day, we could estimate, with a high level of accuracy, the high temperature in that day. Does this mean that if we wanted to increase the daily temperature, we need to sell more ice cream? Explain why or why not?
IT700 Southern New Hampshire University Fire Alert System Project Proposal
you will develop a comprehensive, professional IT project proposal in which you
identify a real-world problem and propose ...
IT700 Southern New Hampshire University Fire Alert System Project Proposal
you will develop a comprehensive, professional IT project proposal in which you
identify a real-world problem and propose an IT solution. The problem should be significant enough that it has potential for making a difference for the
community, for society, or globally. A high-level recommendation for the IT solution is presented. Innovation is key, so strive to create a unique solution or solve
a pressing problem. You should envision yourself writing this proposal for key stakeholders, including those who would benefit from the proposed solution. The
essence of the problem and technological solution should be clear enough for a development team to complete implementation of the project with minimal
guidance. The proposal should exhibit graduate-level writing, using APA style when appropriate.This is in regard to the fire alarm/application that you have been working on.
Data Visualization With Tableau : Use of Tableau
Details:The purpose of this assignment is to use data visualization tools to aggregate and depict data and to interpret th ...
Data Visualization With Tableau : Use of Tableau
Details:The purpose of this assignment is to use data visualization tools to aggregate and depict data and to interpret the data visualization results.For this assignment, you will use the "Claims 2" dataset. You will use Tableau to replicate the dashboard you created in the Topic 3 assignment. In addition, you will compare and contrast the Excel and Tableau software.Part 1:Create a dashboard describing the data by age group (e.g., 21-30 yrs, 31-40 yrs, 41-50 yrs, 51-60 yrs, and 61-70 yrs). The dashboard should include the graphs and charts listed in the locations described. The dashboard should be submitted as a Tableau file. A sample layout is provided in the resource, "Data Visualization With Tableau Screenshot: Preview of the Tableau Dashboard."Top Left: Bar graph showing the average number of ER visits for each of the five age groups. Show the actual average values above each bar.Middle Left: Bar graph showing the average number of procedures for each of the five age groups. Show the actual average values above each bar.Bottom Left: Bar graph showing the average claim cost for each of the five age groups. Show the actual average values above each bar.Top Right: Pie chart showing the percent of the total sum of all claim costs for each of the five age groups. Show the actual percent values of each slice.Bottom Right: Line graph showing the percent of each age group that has one or more ER visits. Show the actual percent values of each group. To create this chart, first create a new calculated column, named "Has ER Visit," that is equal to 1 when the patient has had one or more ER visits; otherwise 0. HINT: The average of a 0-1 column is a percent.Part 2:In 250 words, compare and contrast the use of Excel and Tableau in data visualization. Include specific discussion about the following in your summary.Software ease of use.Software visualization capabilities.Software limitations.Discussion of when each of these software programs is most appropriate for use.APA format is not required, but solid academic writing is expected.
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