Overview Data measurement is an important aspect of data analytics. Identifying trends in key attributes of data is a fundamental measurement for various aspects of business data and an important skil

Overview

Data measurement is an important aspect of data analytics. Identifying trends in key attributes of data is a fundamental measurement for various aspects of business data and an important skill for business professionals.

Scenario

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 of $5,000. Use the division that you selected in Module Two and select two flavors to make your recommendation. Consider the TC Ice Cream data set that contains data about quantity sold, advertising expenses, flavor rating, social media posts, and event promotions.

You will use the same division and the same two flavors throughout the remainder of the course.
Keep in mind that the “WEST NORTH CENTRAL” division cannot be used for your analysis.

Your work here in Phase One is to do a current trend analysis, which will help you test your initial hypothesis as to which ice cream flavor has the most sales. You will use the work here as a foundation for Phase Two (in Milestone Two).

Once you have completed the visualizations for the two flavors you selected, you will create a PowerPoint presentation analyzing the data.

Prompt

For this assignment, you will analyze the data from the TC Ice Cream data set and identify trends and patterns. You will submit an analysis report in the form of a PowerPoint presentation. You will also create multiple charts to present the descriptive analysis you performed.

Within the TC Ice Cream Excel Workbook, you will use the sheets “Flavor One Analysis” and “Flavor Two Analysis” to create your visualizations. Select two flavors within the division you selected in Module Two.

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. 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:

Excel Workbook
- 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.
- 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.
  - 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.
  - 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.
  - 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).
  - 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.
  - Create a box and whiskers chart using the qualitative variable Quantity Sold. This will help identify any outliers in the quantity sold data.
  - Create a histogram for the quantitative 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.
PowerPoint Presentation Using the Milestone One PowerPoint Template, complete the following:
- Outliers: Identify any outliers that you see and explain how they have an impact on the overall trends. Outliers are the data points that can have an impact on your averages and basic descriptive analysis.
- Analysis: Form and explain your initial hypothesis based on your analysis of the charts and trends in Excel.
  - Analyze the histogram of the flavor ratings for each flavor you selected.
  - Which option (Option A or Option B) would you choose at this point in your analysis, given the monthly expense of $5,000?
  - Why did you choose your selected attributes?
  - Describe any relationships or trends you observed while conducting your analysis.
  - Your presentation should include key visualizations and analysis to support your report.

What to Submit

TC Ice Cream Excel Workbook: Submit the TC Ice Cream Excel Workbook. For this assignment, work should be completed in the “Flavor One Analysis” and “Flavor Two Analysis” sheets. Do not remove any sheets from the workbook.
PowerPoint Presentation: Submit a PowerPoint presentation using the Milestone One PowerPoint Template. Any sources should be cited in APA format. Consult the Shapiro Library APA Style Guide for more information on citations.

Share This Post

Order a Similar Paper and get 15% Discount on your First Order

Related Questions

The next step in the Capstone Project process is to create an outline and description of the business proposal or business plan you will submit for your final project. It must expand on the Capstone P

The next step in the Capstone Project process is to create an outline and description of the business proposal or business plan you will submit for your final project. It must expand on the Capstone Project Proposal completed in Unit 1. Instructions: Please follow the following outline. Your Topic Statement

The next step in the Capstone Project process is to create an outline and description of the business proposal or business plan you will submit for your final project. It must expand on the Capstone P

Module 3 – CaseCorrelation Regression AnalysisAssignment Overview Regression Analysis Complete Module 3 SLP before Module 3 Case This is your final data analysis project in class. You have become

Module 3 – CaseCorrelation Regression AnalysisAssignment Overview Regression Analysis **Complete Module 3 SLP before Module 3 Case** This is your final data analysis project in class. You have become very familiar with the data and have a number of findings that may assist in managerial decision-making. The goal is to

Module 3 – SLPCorrelation Regression AnalysisAssignment Overview Correlation and Scatterplots Complete Module 3 SLP before Module 3 Case Let us delve into Organizational Commitment. In your earlie

Module 3 – SLPCorrelation Regression AnalysisAssignment Overview Correlation and Scatterplots **Complete Module 3 SLP before Module 3 Case** Let us delve into Organizational Commitment. In your earlier research, you discovered how important this is to a company. Now, we will investigate what types of correlations exist between Organizational Commitment and

Case Study 2: Identifying Behavioral Biases in Investment Decisions Objective: The goal of this activity is to help you identify different behavioral biases that influence decision-making in financial

Case Study 2: Identifying Behavioral Biases in Investment Decisions Objective: The goal of this activity is to help you identify different behavioral biases that influence decision-making in financial markets. Work in a group to analyze the case assigned and identify the bias involved. Assignment Instructions: Read the PowerPoints: Read Page

Locate any report or periodical article that contains at least two different graphical representations of data or use one of the supplied articles. Interpret the graphs and present your findings in a

Locate any report or periodical article that contains at least two different graphical representations of data or use one of the supplied articles. Interpret the graphs and present your findings in a brief PowerPoint presentation (6-10 slides). Expand AllIntroduction Business administrators and managers are often called upon to interpret data

SHEILA- UP TO 3/6/2025- *** PLEASE MAKE SURE THAT ALL WORK IS AUTHENTIC- DO NOT USE AI IT WILL BE SCANNED* **** THIS ASSIGNMENT HAS 2 PARTS / PLEASE LABEL EACH PART SEPARATELY WITH REFERENCES

SHEILA- UP TO 3/6/2025- ***** PLEASE MAKE SURE THAT ALL WORK IS AUTHENTIC- DO NOT USE AI IT WILL BE SCANNED***** ****** THIS ASSIGNMENT HAS 2 PARTS / PLEASE LABEL EACH PART SEPARATELY WITH REFERENCES SHEILA- UP TO 3/6/2025- ***** PLEASE MAKE SURE THAT ALL WORK IS AUTHENTIC- DO NOT

VAL- UP TO 3/6/2025- *** PLEASE MAKE SURE THAT ALL WORK IS AUTHENTIC- DO NOT USE AI IT WILL BE SCANNED* **** THIS ASSIGNMENT HAS 3PARTS / PLEASE LABEL EACH PART SEPARATELY WITH REFERENCES WHEN

VAL- UP TO 3/6/2025- ***** PLEASE MAKE SURE THAT ALL WORK IS AUTHENTIC- DO NOT USE AI IT WILL BE SCANNED***** ****** THIS ASSIGNMENT HAS 3PARTS / PLEASE LABEL EACH PART SEPARATELY WITH REFERENCES WHEN COMPLETED****** PART 1- Module 4- DISCUSSION- (VAL)- Bankruptcy Why do businesses file for bankruptcy and

You will create two concept maps housed in one PowerPoint presentation. Your two-page concept map PowerPoint presentation will consist of the two infographics you create and slide notes. There is no s

You will create two concept maps housed in one PowerPoint presentation. Your two-page concept map PowerPoint presentation will consist of the two infographics you create and slide notes. There is no standard format for a concept map, so you may create yours however you choose. The goal is simply to

This is the first step in creating your Capstone Project. You will select and describe your topic and address all guidelines listed below as it pertains to your topic. In order to gain approval from t

This is the first step in creating your Capstone Project. You will select and describe your topic and address all guidelines listed below as it pertains to your topic. In order to gain approval from t This is the first step in creating your Capstone Project. You will select and

Scenario You are an HR consultant, contracted by the VP of an LLC in Wilmington, Delaware, to solve their internal challenges. This U.S. office is a branch of a larger Singaporean software solutions o

Scenario You are an HR consultant, contracted by the VP of an LLC in Wilmington, Delaware, to solve their internal challenges. This U.S. office is a branch of a larger Singaporean software solutions organization that has a total of 140 employees and generates $20M in revenue per year. The CEO

Hello, I am in need of assistance with the attached assignment. I need the assignment to be checked for plagiarism prior to sharing it back with me. Thanks in advance.

Length: Your submission should be at least two (2) pages in length, not including the title page and references (if used). References: APA Style will not be required for this assignment, and no outsid

Length: Your submission should be at least two (2) pages in length, not including the title page and references (if used). References: APA Style will not be required for this assignment, and no outside resources are required. Details: Using the Unit III Assignment Template, write a dialogue (short conversation) between two people. Keys to

Length: Your submission should be at least two (2) pages in length, not including the title page and references (if used). References: APA Style will not be required for this assignment, and no outsid

Details: This assignment has two parts. Both parts will be completed in the same attached Unit VII Homework Template. Part 1: Choose one of the three topics from the table below. Write an argument

Details: This assignment has two parts. Both parts will be completed in the same attached Unit VII Homework Template. Part 1: Choose one of the three topics from the table below. Write an argument with a clear conclusion (thesis) that you have created about this topic. Your conclusion must be a straightforward one-sentence

This is the first step in creating your Capstone Project. You will select and describe your topic and address all guidelines listed below as it pertains to your topic. In order to gain approval from t

This is the first step in creating your Capstone Project. You will select and describe your topic and address all guidelines listed below as it pertains to your topic. In order to gain approval from the instructor, you will need to choose one of the topic focuses below, address the

For this essay assignment, you are tasked with locating a company or business that has experienced an ethical issue within the last 5 years. In your essay, you will include the following information:

For this essay assignment, you are tasked with locating a company or business that has experienced an ethical issue within the last 5 years. In your essay, you will include the following information: the name of the company or business and a description of the ethical issue that took place,