The final project for this course is the creation of a recommendation report that is specifically catered to a given audience. The purpose of this project is to showcase your understanding of foundational data concepts.

The project includes five milestones, submitted in Modules One, Three, Four, Five, and Six. The final project is submitted in Module Seven. In this assignment, you will demonstrate your mastery of the following course outcomes:

·Analyze the concepts of data analysis and apply them to foundational business processes

·Develop sound research questions around identified issues that allow for the creation of successful solutions

·Identify possible solutions to business problems by applying appropriate data sources to research questions

·Determine the applicability and reliability of data sources for problem-oriented research questions

·Recommend the tools and techniques of data retrieval, cleansing, and manipulation of data needed for various business problems effectively to various audiences

·Analyze the relevant regulations concerning the retrieval and usage of data in various industries

Prompt

The Scenario: Running for Glory (RfG) is a one-site running-centric fitness store in Seattle, WA. Seattle has been a center of running enthusiasts for over 40 years, with many stores catering to a wide variety of customers. However, in the past 20 years, most of the stores have expanded to include other sports and have lost their focus on the running trade. Running for Glory has stayed true to its running history and has developed an extremely loyal, almost fanatical customer base.

However, the company has not kept abreast of the advances in technology, so it does not know much about its customers other than what its cash registers tell. It can produce basic sales data from its cash register systems, and it can manage inventory records with the help of its suppliers, but RfG cannot analyze trends in customer demographics, develop strategic plans for expansion, or engage in serious discussion with its suppliers concerning the viability of sourcing new products or eliminating any existing ones. One of the Running for Glory partners is convinced that the company should expand to the farther suburbs, where many younger people are locating.

This partner believes that RfG's future lies in attracting new, younger customers in these farther suburbs, but without any demographic data, the four partners have only their instincts to use in making any decisions. RfG management, including executive partners, has decided to hire a consulting company to analyze the company's situation and develop a report. You have been selected as a consultant for this project.

Given the scenario detailed in the overview, write a recommendation report that is specifically catered to your audience. You will be scored on how effectively you have designed your report towards your audience. The following critical elements must be addressed:

1. Introduction:

a. Analyze the situation facing the client and explain what problem(s) need to be addressed in your recommendation. What business processes are affected by this problem or will be
affected by a solution?

b. Develop sound research questions from your situation and problem analysis that can be used in the creation of solutions to your client's problems.

2.Data Evaluation:

a. Explain the sources and types of data; detail which sources are not currently available.

b. How applicable is the available data to your research questions? How useful is this data in meeting the needs of your client?

c. Assess the reliability and quality of the available data. Consider such things as how well the client has maintained the data, how concise/specific the data is, and so forth.

d. What are the regulations around retrieval of data for this industry? Will any of these regulations limit what you can do for your client? How?

3.Data Processing Steps:

a. Outline the recommended steps for your audience, explaining how and when each would occur.

b. Explain each step's importance; how will these steps allow the data to be used to answer your research questions and meet client needs?

c. How will you ensure the integrity of the data as you process it? Are there regulations that limit your usage and manipulations?

4.Data Analysis:

a. What major concepts of data analysis from this course can you apply to this case? How do these concepts fit? Are there adjustments that need to be made in order to apply them to the foundational business processes of your client?

b. Identify possible solutions for your client. What tools, methods, and strategies would you incorporate using the available data resources?

5.Audience Attention: Be sure to write your report in a way that clearly communicates the in
tent to the given audience and effectively portrays your recommendations.

These were already completed and go with final project =

Milestone 1 - Situation Analysis - · Problem Identification · Business Processes Affected - Conclusion

Milestone 2 - centered on formulating sound research questions and evaluating data sources.
From your assessment in Milestone One of the business problem/opportunity faced by Running for Glory, develop sound research questions that can be used in the creation of solutions to your client's issues. There might be existing data available as well as data you might want to gather for your analysis. Develop a list of sources and types of data that you could use. Which are available now? Which are not?

Milestone 3 - evaluate our types and sources of data: a)How applicable is the available data to your research questions? b)How useful is this data in meeting the needs of RfG? c)Assess the reliability and quality of the available data. Consider such things as how well the client has maintained the data, if you are using existing data, how concise/specific the data is, and so forth. d)What are the regulations around retrieval of data for this industry? Will any of these regulations limit what you can do for your client? How? Are there other limitations?

Milestone 4 - define the data processing steps for your research. Once you collect the data for the RfG project, what steps will you use to process that data? Why will you use the system you identified? Why is each step important? How will the process you use allow the data to be used to answer the research questions and meet the client needs? How will you ensure the integrity of the data as you process it? Are there regulations that limit your usage and manipulations?

Milestone 5 - identify data analysis tools for the RfG project and relate these methods to your selected data resources. Consider the following questions: ·What tools would you like to use to analyze the data for the RfG project?·What adjustments need to be made in order to apply them to the foundational business processes? What tools, methods, and strategies would you incorporate using the available data resources?

Final Submission - Be sure to write your report in a way that clearly communicates the intent to the given audience (the company's partners) and affectively portrays your recommendations.