# In this project, you will demonstrate your mastery of the following competencies: MBA-50716: Use descriptive statistics for business analysisMBA-50679: Perform regression analysis to address an authen

In this project, you will demonstrate your mastery of the following competencies:

• MBA-50716: Use descriptive statistics for business analysis
• MBA-50679: Perform regression analysis to address an authentic problem
• MBA-50880: Apply statistics in the business environment

Overview

You have been hired as a consultant by TC Ice Cream. As part of its expansion plan, TC Ice Cream wants to limit the number of flavors that they sell and only focus on those that are the most profitable. You will do an analysis of two flavors for a specific division and determine which flavor should be kept and which should be removed.

• Option A: Keep Flavor One
• Option B: Keep Flavor Two

The TC Ice Cream management team has tasked you with doing an in-depth analysis to determine which of the two options will be the most profitable, given the monthly advertising expense range of \$500–\$2,750. Use the division that you selected in Module Two and the two flavors that you selected for Milestone One. Consider the TC Ice Cream data set that contains data about quantity sold, advertising expenses, flavor rating, social media posts, and event promotions.

Prompt

Part 1: Data Analysis Workbook

Analyze the data from the provided TC Ice Cream data set and identify current and future trends and patterns in operations.

Complete the following visualizations for each flavor. The visualizations for Flavor One should be completed in the “Flavor One Analysis” sheet and the visualizations for Flavor Two should be completed in the “Flavor Two Analysis” sheet of the TC Ice Cream Excel Workbook. It is recommended that you use pivot table filtering to filter the data to the specific division and flavor you have selected.

Specifically, you must address the following rubric criteria:

1. Present the key descriptive statistics for the five quantitative variables in a table (quantity sold, advertising expenses, flavor rating, social media posts, and event promotions). The key descriptive statistics include the mean, median, standard deviation, and range.
2. Analyze the TC Ice Cream data to identify trends and patterns for the two flavors you have selected. For each flavor, create the following visualizations:
1. Create a line chart (also known as a trend chart) using the qualitative variable Date and the quantitative variable Quantity Sold to provide a visualization displaying quantity sold by month.
2. Create a line chart (also known as a trend chart) using the qualitative variable Date and the quantitative variable Flavor Rating (average) to provide a visualization displaying flavor rating (average) by year/quarter/month.
3. Create a combo chart using the qualitative variable Date (x-axis) and the quantitative variables Quantity Sold (clustered column) and Advertising Expenditures (line – secondary axis).
4. Create a combo chart using the qualitative variable Date (x-axis) and the quantitative variables Quantity Sold (clustered column) and total – Social Medial Posts and Event Promotions (line – secondary axis). Hint: create a pivot table variable to sum the social media posts and event promotions.
5. Create a box and whiskers chart using the qualitative variable Quantity Sold. This will help identify any outliers in the Quantity Sold data.
6. Create a histogram for the qualitative variable Flavor Rating. It is recommended to use the data analysis “add-in” and the analysis tool “Histogram” to create the data for the visualization.
3. Outliers: Identify any outliers that you see and explain how they have an impact on the overall admission and expense trends. Outliers are the data points that can have an impact on your averages and basic descriptive analysis.
4. Perform two bivariate regressions to provide recommendations.
1. For the first bivariate regression for Flavor One, the dependent variable should be Quantity Sold. Choose an independent variable from one of the remaining attributes (Advertising Expenses, Flavor Rating, Social Media Posts, Event Promotions).
2. Use the Flavor One Bivariate Analysis sheet.
3. For the second bivariate regression for Flavor Two, the variable should be Quantity Sold. Choose an independent variable from one of the remaining variables (Advertising Expenses, Flavor Rating, Social Media Posts, Event Promotions).
4. Which independent variable seems most appropriate to lead you to a monthly quantity sold of 3,000–12,000 gallons?
5. Perform two multivariate regressions to provide recommendations.
1. For the first multivariate regression, the dependent variable should be Quantity Sold (the column in the data set). Choose two independent variables from one of the remaining attributes (Advertising Expenses, Flavor Rating, Social Media Posts, Event Promotions). Use the Flavor One Multi. Analysis sheet.
2. Which combination of the attributes seems most appropriate to lead you to the expense range of \$500–\$2,750?
3. For the second multivariate regression, the dependent variable should be Quantity Sold (the column name in the data set). You should choose two independent variables from one of the remaining attributes (Advertising Expenses, Flavor Rating, Social Media Posts, Event Promotions). Use the Flavor Two Multi. Analysis sheet.
4. Which combination of the attributes would seem appropriate to lead you to a monthly quantity sold of 3,000–12,000 gallons?

Part 2: Final Recommendation Analysis PowerPoint PresentationCreate a PowerPoint presentation designed for the TC Ice Cream management team to share the results of your analysis and provide your final recommendation.

1. Current State Analysis (slides 1–3): State the option (A or B) that you chose and three reasons for your choice.
2. Predictions and Trends Analysis (slides 4–6): Present the predictions based on the regressions that you have analyzed.
3. Executive Audience Summary (slide 7): Summarize your findings for an executive audience.

What to Submit

To complete this project, you must submit the following:

• TC Ice Cream Excel Workbook: Submit your completed TC Ice Cream Excel Workbook as an Excel file.
• Final Recommendations Analysis Presentation: Submit a PowerPoint presentation with 7 to 10 slides. There is no template for this assignment, so you may use an earlier presentation template or create your own design. Any sources should be cited according to APA style. Consult the Shapiro Library APA Style Guide for more information on citations.

https://www.mediafire.com/file/oxlwtbduazr6vxx/TC+Ice+Cream+Stacey+D.+(2).xlsx/file

Elitewriterhelp.com is an online academic writing site that provides a variety of services to students and professionals in need of essay, dissertation, and research paper assistance. This website was founded by experienced writers and editors who understand the needs of today’s student community. With their help, students can get a well-written paper without having to worry about the quality or accuracy of their content.

Elitewriterhelp.com offers a wide range of services that are designed to meet the needs of any student or professional looking for some extra help with their academic work. From simple editing services to complete custom writing pieces, they have something for everyone! Their team consists of highly qualified writers and editors who have years of experience in both academia and industry sectors across all fields such as English literature, nursing sciences, medical science, engineering design & technology, accounting & finance etc., making them one of the best providers around when it comes to providing quality content writing services.

When it comes to their custom writing service, Elitewriterhelp.com provides everything from essays & dissertations to research papers & lab reports; all written according to your exact specifications & requirements so that you can be sure your professor will be impressed with what you submit! They also provide formatting help which includes APA/MLA/Chicago style formatting for those stuck on tedious details like citations or bibliography entries; perfect for those last-minute assignments!

For those looking for proofreading & editing services instead; Elitewriterhelp.com has you covered too! The team at this website offer professional copyediting which can check grammar errors and spellings mistakes while still preserving your original voice within the text; ensuring that whatever piece you submit looks great while still sounding exactly how you want it do sound! What’s more is if required they can also provide advice on how best to improve certain parts in order make sure your work meets the criteria set by your professors so no marks are lost due to minor mistakes made in hurry or ignorance.

Last but not least is Elitewriterhelp’s paraphrasing service which helps take care off any plagiarism risks associated with submission an assignment where quotes are used extensively taken from sources outside class materials (eBooks etc.). The team will ensure that anything being submitted sounds fresh while leaving out any potential legal issues plaguing people using other authors works without proper permission given first when appropriate credit isn’t given otherwise – definitely something worth investing into before submitting examples cited within studies found elsewhere apart from class material sources only mentioned once during seminars etc..

To sum up: Elitewriterhelp offers students access top-notch custom writing pieces as well as editing/proofreading packages for existing ones already written – perfect for double checking against silly grammatical errors / typos overlooked during initial composition stages meaning there’s always hope even when running short on time ahead up coming deadlines looming near after long lectures spent inside classrooms sat away from laptops used mainly taking notes by hand easily misplaceable later down line afterwards rendering past efforts worthless sadly…

Pages (550 words)
Approximate price: -

Why Work with Us

Top Quality and Well-Researched Papers

We always make sure that writers follow all your instructions precisely. You can choose your academic level: high school, college/university or professional, and we will assign a writer who has a respective degree.

We have a team of professional writers with experience in academic and business writing. Many are native speakers and able to perform any task for which you need help.

Free Unlimited Revisions

If you think we missed something, send your order for a free revision. You have 10 days to submit the order for review after you have received the final document. You can do this yourself after logging into your personal account or by contacting our support.

Prompt Delivery and 100% Money-Back-Guarantee

All papers are always delivered on time. In case we need more time to master your paper, we may contact you regarding the deadline extension. In case you cannot provide us with more time, a 100% refund is guaranteed.

Original & Confidential

We use several writing tools checks to ensure that all documents you receive are free from plagiarism. Our editors carefully review all quotations in the text. We also promise maximum confidentiality in all of our services.

Our support agents are available 24 hours a day 7 days a week and committed to providing you with the best customer experience. Get in touch whenever you need any assistance.

Try it now!

## Calculate the price of your order

Total price:
\$0.00

How it works?

Fill in the order form and provide all details of your assignment.

Proceed with the payment

Choose the payment system that suits you most.

Our Services

No need to work on your paper at night. Sleep tight, we will cover your back. We offer all kinds of writing services.

## Essay Writing Service

No matter what kind of academic paper you need and how urgent you need it, you are welcome to choose your academic level and the type of your paper at an affordable price. We take care of all your paper needs and give a 24/7 customer care support system.