Association Rule Analysis

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Excel worksheets contains a set of receipt data for a bakery where each row represents a different customer’s purchase. For each row, a 1 indicates they purchased that product and a 0 means they did not. In total, there are 50 different products the bakery sells, and the owner is interested in determining any association rules in the purchase patterns of their customers.

Complete an Association Rule analysis on the following data using a minimum confidence percentage of 70% and minimum support of 10.

 Answer the following questions listed below directly in your Excel file.

  1. Pick any one of the resultant rules developed by your analysis and explain each of the columns in the output using that rule as an example.
  2. Select the 5 rules you would recommend to the bakery owner and explain your reasoning.

Unit I Reflection Paper

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 Submit a brief, reflective essay (minimum of 500 words) with the following three sections: 1. Write your personal thoughts about the main concepts of the Cheung-Judge (2012) article, and identify personal traits. 2. Relate these main concepts to your preliminary ideas for the Unit VIII Final Project (e.g., organizational need for change and type of organizational change). 3. What issues and strategies might you focus on and develop a plan for in the Final Project (due in Unit VIII)? How would you, as leader, play a role? 

PLAGIARISM FREE “A” WORK POWERPOINT

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Imagine you have been asked to present at a town hall meeting. You are presenting the details of a new local policy that is being proposed. Your audience wants to know the problem, proposed solutions, risks, challenges, and funding opportunities. Develop a PowerPoint presentation. In slides 2-8, provide presentation notes elaborating on the slide narrative.  

The sequence of slides should be as follows. 

1) Slide 1: Title slide includes the title of the assignment, student name, course title, and date.

2) Slide 2: Define and analyze the problem to include possible conflicts that include political conflicts.

3) Slide 3: Construct policy alternatives.

4) Slide 4: Identify stakeholders and roles.

5) Slides 5 and 6: Identify budget cost factors, and introduce saving measures. 

6) Slide 7: Choose evaluative criteria. 

7) Slide 8: Identify any incentives, subsidies, and support.

8) Slide 9: Draw conclusions in a summary. 

9) Slide 10: References slide in APA style that uses a minimum of two sources.

Add detail to your slides in the notes section of the presentation. All sources used must be referenced; paraphrased and quoted material must have accompanying citations and be referenced per APA guidelines. Make sure to format your presentation according to APA style.

Scrotal Pains

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You are seeing a 22-year-old male patient at the college student health clinic. His chief complaint is scrotal pain and swelling. He has had some frequency of urination and purulent penile discharge, but no fever. He admits to being sexually active, with his new girlfriend of two weeks. He has tried Tylenol and ibuprofen at home and nothing helps.

As you enter the treatment room, the patient appears anxious and uncomfortable. What additional history should you obtain from the patient?

What physical examination components are indicated for this presentation?

Based on the presentation and history, you recognize the need to screen for sexually transmitted infections (STIs). What are the most common STIs for this presentation?

After your assessment, all subjective and objective findings should be considered when developing differential diagnoses for scrotal pain and swelling with accompanying urinary complaints. What may be included on a differential list?

Name your priority diagnosis and provide the treatment plan. If you elect to treat with medications, provide full prescription details and follow up plans.

As the practitioner, you are required to report certain STIs to your state health department. Provide a list of diagnoses and other required information you must report in Alabama.

Sample Solution

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