Kibata

Sign In

Our Services

Get 15% Discount on your First Order

Order Now
[rank_math_breadcrumb]

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

Email
WhatsApp
Facebook
Twitter
LinkedIn
Pinterest
Reddit

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

Order Now

Related Questions

Create a 9–10-slide PowerPoint presentation and conduct a 5–10-video recording of the delivery of the presentation, synthesizing information to make decisions that are focused on the development and j

Create a 9–10-slide PowerPoint presentation and conduct a 5–10-video recording of the delivery of the presentation, synthesizing information to make decisions that are focused on the development and justification of recommendations of evidence-based strategies on Allina Healthcare System . Collapse AllIntroduction This portfolio work project is the final piece of

Reply: The student must then post 1 reply to another student’s post. The reply must summarize thestudent’s findings and indicate areas of agreement, disagreement, and improvement. It must besupported

Reply: The student must then post 1 reply to another student’s post. The reply must summarize thestudent’s findings and indicate areas of agreement, disagreement, and improvement. It must besupported with scholarly citations in the latest APA format and corresponding list of references.The minimum word count for Integrating Faith and Learning

SPSS Questions Chapter 6 Using the ChapterSixData.sav file, do the following problems. Print your outputs after typing your interpretation on them. Please circle the key parts of the output that you d

SPSS Questions Chapter 6 Using the ChapterSixData.sav file, do the following problems. Print your outputs after typing your interpretation on them. Please circle the key parts of the output that you d SPSS QuestionsChapter 6Using the ChapterSixData.sav file, do the following problems. Print your outputs after typingyour interpretation on them.

QUANTITATIVE ANALYSIS: DESCRIPTIVE STATISTICS, ORDINAL SCALE AND DICHOTOMOUS VARIABLE ASSIGNMENT SPSS Problems Chapter 4 Using the CollegeStudentData.sav file (see Appendix A), do the following proble

QUANTITATIVE ANALYSIS: DESCRIPTIVE STATISTICS, ORDINAL SCALE AND DICHOTOMOUS VARIABLE ASSIGNMENT SPSS Problems Chapter 4 Using the CollegeStudentData.sav file (see Appendix A), do the following proble QUANTITATIVE ANALYSIS: DESCRIPTIVE STATISTICS, ORDINAL SCALE ANDDICHOTOMOUS VARIABLE ASSIGNMENTSPSS ProblemsChapter 4Using the CollegeStudentData.sav file (see Appendix A), do the following problems. Print youroutputs and circle

SPSS Questions Chapter 6 Using the ChapterSixData.sav file, do the following problems. Print your outputs after typing your interpretation on them. Please circle the key parts of the output that you d

SPSS QuestionsChapter 6Using the ChapterSixData.sav file, do the following problems. Print your outputs after typingyour interpretation on them. Please circle the key parts of the output that you discuss. Use theinformation in the appropriate “Output Interpretation” and “How to Write” sections.6.1 Compute Cohen’s kappa to assess reliability using Rater 1

Discussion Thread: Selecting and Interpreting Inferential Statistics Respond to the following short answer questions from Chapter 5 of the Morgan, Leech, Gloeckner, & Barrett textbook: D4.5.1 Comp

Discussion Thread: Selecting and Interpreting Inferential Statistics Respond to the following short answer questions from Chapter 5 of the Morgan, Leech, Gloeckner, & Barrett textbook: D4.5.1 Compare and contrast a between-groups design and a within-subjects design. D4.5.2. What information about variables, levels, and design should you keep in mind in

Module 2 – CaseHypothesis Testing: t-Tests & ANOVAsAssignment Overview Hypothesis Tests & ANOVA **Complete Module 2 SLP before Module 2 Case** One-Way ANOVA (Analysis of Variance) tests if the

Module 2 – CaseHypothesis Testing: t-Tests & ANOVAsAssignment Overview Hypothesis Tests & ANOVA **Complete Module 2 SLP before Module 2 Case** One-Way ANOVA (Analysis of Variance) tests if there are statistical differences between the means of three or more independent groups. Case 2 Resources Analysis of Variance (ANOVA)Single factor ANOVA

Module 2 – SLPHypothesis Testing: t-Tests & ANOVAsAssignment Overview Two Sample Hypothesis Tests **Complete Module 2 SLP before Module 2 Case** Comparing two samples provides insights. Are emplo

Module 2 – SLPHypothesis Testing: t-Tests & ANOVAsAssignment Overview Two Sample Hypothesis Tests **Complete Module 2 SLP before Module 2 Case**Comparing two samples provides insights. Are employees with an MBA more productive than those without? If our results support the contention, then hiring more MBAs would be good for business.

QUANTITATIVE ANALYSIS: DESCRIPTIVE STATISTICS, ORDINAL SCALE AND DICHOTOMOUS VARIABLE ASSIGNMENT SPSS Problems Chapter 4 Using the CollegeStudentData.sav file (see Appendix A), do the following proble

QUANTITATIVE ANALYSIS: DESCRIPTIVE STATISTICS, ORDINAL SCALE ANDDICHOTOMOUS VARIABLE ASSIGNMENTSPSS ProblemsChapter 4Using the CollegeStudentData.sav file (see Appendix A), do the following problems. Print youroutputs and circle the key parts of the output that you discuss.4.1.For the variables with five or more ordered levels, compute the skewness. Describe theresults. Which variables in

The student must then post 1 reply to another student’s post. The reply must summarize the student’s findings and indicate areas of agreement, disagreement, and improvement. It must be supported with

The student must then post 1 reply to another student’s post. The reply must summarize thestudent’s findings and indicate areas of agreement, disagreement, and improvement. It must besupported with scholarly citations in the latest APA format and corresponding list of references.The minimum word count for Integrating Faith and Learning discussion

DISCUSSION ASSIGNMENT INSTRUCTIONS The student will complete 8 short-answer discussions in this course and 1 long-answer Integrating Faith and Learning discussion. In the thread for each short-answer

DISCUSSION ASSIGNMENT INSTRUCTIONSThe student will complete 8 short-answer discussions in this course and 1 long-answerIntegrating Faith and Learning discussion. In the thread for each short-answer discussion thestudent will post short answers to the prompted questions. The answers must demonstratecourse-related knowledge and support their assertions with scholarly citations in the latest

BUSINESS ANALYSIS REPORT Introduction After completing the business simulation at a competent level (a score above 0.000 for the cumulative total performance at the end of Q6), you will create a writt

BUSINESS ANALYSIS REPORT Introduction After completing the business simulation at a competent level (a score above 0.000 for the cumulative total performance at the end of Q6), you will create a written report, using the attached “Business Analysis Template,” for stockholders and the board of directors to review. Analyze the

SPSS Problems Chapter 4 Using the CollegeStudentData.sav file (see Appendix A), do the following problems. Print your outputs and circle the key parts of the output that you discuss. 4.1.For the varia

SPSS ProblemsChapter 4Using the CollegeStudentData.sav file (see Appendix A), do the following problems. Print youroutputs and circle the key parts of the output that you discuss.4.1.For the variables with five or more ordered levels, compute the skewness. Describe theresults. Which variables in the dataset are approximately normally distributed/scale? Whichones are

Please follow the Instructions and NO plagiarism! All submissions should have a title page and reference page (not included in page count).Narrative component submitted in a Word document, which may i

Please follow the Instructions and NO plagiarism! All submissions should have a title page and reference page (not included in page count). Narrative component submitted in a Word document, which may include tables, graphs, and other resources as needed. Include an introductory and summary paragraph/statement. The page count should be

INVESTOR PRESENTATION: MBA ATTACHED ARE THE COMPLETED QUARTERS. DO NOT CREATE A VIDEO, JUST THE PPT SLIDES Introduction An important aspect of running a successful start-up business is acquiring fundi

INVESTOR PRESENTATION: MBA ATTACHED ARE THE COMPLETED QUARTERS. DO NOT CREATE A VIDEO, JUST THE PPT SLIDES Introduction An important aspect of running a successful start-up business is acquiring funding from potential investors based on information about the business. In this task, you will use the skills you have acquired

Write a 2–3-page paper recommending solutions to challenges and opportunities that are based on evidence-based strategies about Allina Health Collapse AllIntroduction In this assessment, you will app

Write a 2–3-page paper recommending solutions to challenges and opportunities that are based on evidence-based strategies about Allina Health  Collapse AllIntroduction In this assessment, you will apply innovative, strategic, and sustainable approaches using systems theory to consider forces and impact across the system. Now that you have conducted market data analysis, you

Create a 9–10-slide PowerPoint presentation and conduct a 5–10-video recording of the delivery of the presentation, synthesizing information to make decisions that are focused on the development and j

Create a 9–10-slide PowerPoint presentation and conduct a 5–10-video recording of the delivery of the presentation, synthesizing information to make decisions that are focused on the development and justification of recommendations of evidence-based strategies based on Allina Health Collapse AllIntroduction This portfolio work project is the final piece of your