Business Analytics – Third Assignment

Note: You need to submit your answers in a word document. You need to transfer the results from the excel file into the word document. In addition, you must submit your Excel file (we prefer a single excel file with one or multiple worksheet for each question) but note that only the word document will be marked. If you think there is any issue or unclarity in any question, please make your assumptions (if there is any) and clearly explain them in your report.

Business Analytics

You need to add the coversheet and sign it. Please write the name of your tutor as well as the name of your lecturer in the coversheet. The analyses and the answers must be your own individual work without consultation of any other person. Also, you are not allowed to help/advise other students.

  • Download Facebook live sellers data set. Find explanations of variables on the same page. Considering this data set, answer the following questions. (6 marks)
  • Calculate mean, median and mode for the variable number of shares. Interpret the results. (1.5 marks)
  • Calculate range, variance and standard deviation for the variable “number of comments”. Interpret the results. (1.5 marks)
  • Calculate quartiles and z-score for the variable “number of reactions”. Interpret the results. (1 marks)
  • Develop scatterplots and correlation coefficients to investigate the relationship between the variables “number of reactions”, “number of comments” and “number of shares”. Interpret the results. (2 marks)
  • Download Facebook live sellers data set. Find explanations of variables on the same page. Considering this data set, answer the following questions. (6 marks)
  • Develop a pivot table to explain what kind of status type attracts the highest number of reactions. Interpret the results. (2 marks)
  • Develop a pivot table to explain what kind of status attracts the highest number of likes. Interpret the results. (2 marks)
  • Develop a pivot table to explain what kind of status types has the strongest and lowest influence in making the audience angry. Present a detailed argument. (2 marks)
  • The following questions should be answered by referring to the excel sheet “Q3” of the Excel file

provided for this assignment. (10 marks)

  • Present a figure to explore whether there is a relationship between salary and productivity. (2 marks)
  • Present a figure to show the distribution of income. (2 marks)
  • Present a figure to illustrate the number of staff that are recruited during the time. (2 marks)
  • Present a figure to explore whether there is an outlier in the data set. (2 marks)
  • The variable “Trustworthiness” identifies how much the manager trusts in an employee. What kind of predictive model do you suggest developing to predict “Trustworthiness” as the output variable and other variables as the input variable. (2 marks)
  • Open excel sheet Q4 of the Excel file provided for this assignment. This Excel sheet is about the probability of accepting loan applications. If the bank accepts the customer loan application, it is shown by 1. If the bank rejects the customer loan application, it is shown by 0. In the Excel sheet, the variable “actual” indicates the actual probability of accepting a customer loan

application. The variable “prediction” is the output of the logistics regression model indicating the probability of loan application acceptance. (11 marks)

  • Considering the cut-off value of 60%, develop the confusion matrix. What insights we can get from this confusion matrix. (6 marks)
  • Considering the cut-off value of 60%, calculate sensitivity, specificity, class I error, class 0 error, and overall model error. Interpret the results. (5 marks)
  • Open excel sheet Q5 of the Excel file provided for this assignment. This data set presents a sample of properties in Melbourne, including information about price, condition, postcode, area and the number of bedrooms. (20 marks)
  • Develop a multiple regression model including all the variables to predict the price? Interpret the output of the regression model. (5 marks)
  • How much is the price of a new property with the postcode of 3003, area of 500 and 5 bedrooms? (5 marks)
  • Considering the developed model, which property provides the best investment opportunity? (5 marks)
  • Do you think a polynomial degree 2 multiple regression model can be a better model to represent the housing price? Justify your answer. (5 marks)
  • A logistic regression model is developed to explore the quality of wine on several different variables. The explanation of variables can be found here. The rating of wine is ranged from 0 to

10. In this model, we consider the wine as good quality if the rating is more than six. Otherwise, we regard it as poor quality. Consider the following as the screenshot of R-studio analysis. (10 marks)

  • Write the logistic regression equation. Interpret the model. (5 marks)
    • What is the quality of the wine with the following characteristics? (5 marks)
fixed acidity=7volatile acidity=0.3citric acid=0.4residual sugar=11chlorides=0.05free sulfur dioxide=37total sulfur dioxide=188density=0.99PH=3.2sulphates=0.44alcohol=11
  • We want to hold a conference on business analytics. The plan is to invite three speakers to talk about the industry application of business analytics. Currently, we have 3 corporate members. At every conference, every corporate member receives 5 seats for free. If a corporate is not already a member, the attendance cost is $75 per person. We provide breakfast, lunch, and parking for every attendee. The current estimation of conference cost is outlined below. (10 marks)
  • Renting conference place: $150.
  • Registration processing: $8.50 for every attendee.
  • Paying speakers: 3 * 800= $2,400.
  • Breakfast: $4 for every attendee.
  • Lunch cost $7 for every attendee.
  • Parking: $5 for every attendee.
  • At the moment, the number of non-member attendees is the essential factor in determining conference profit. Develop a spreadsheet model and explore this issue. (5 marks)
    • How many non-member attendees should participate to make no profit and no loss (Profit=0). (5 marks)
  • Open excel sheet Q8 of the Excel file provided for this assignment. The data set is related to a construction company machinery usage. Every machinery has a unique ID. Every machinery can be used in one or several different projects. There are missing values in this data set. Explain

your approach (step by step) on how you will fill in the missing values. If you believe it is possible to fill in missing values, write them in the answer sheet. (7 marks)

  • Assume that you are in Business Analytics in a manufacturing company. Your manager gave you a task to optimize the scheduling of a project. Your job is to minimize the overall manufacturing time. There are three items to be manufactured and three different types of machinery are available for the manufacturing task. Due to operational reasons, every machinery can only be allocated to the manufacturing of one item. Every item can only be manufactured by one machine. Different machinery has different speeds in manufacturing different items. Let us say 𝑖 𝑎𝑛𝑑 𝑚 represent item and machinery, respectively. 𝑖1 represents the first item 𝑖2 represents the second item and so on. 𝑚1 represents the first machine, 𝑚2 represents the second machinery and so on. The duration of manufacturing every item pertaining to every machinery is presented in the below table. In this problem the sequence of manufacturing is important. Items 𝑖1 and 𝑖2 should be manufactured before manufacturing item 𝑖3. (10+10=20 marks)
 𝑚1𝑚2𝑚3
𝑖1253
𝑖2474
𝑖3362
  1. Write the linear optimization model for the company to make the best decision. (10 marks)
  2. Solve the model, present the results, and interpret them. (10 marks)

Hint: you can use a binary variable such as 𝑥𝑖𝑚 which can take values of zero and one. Let us say

𝑥𝑖𝑚 = 1 if machine 𝑚 is engaged to manufacture item 𝑖 otherwise 𝑥𝑖𝑚 = 0.

Order Now

Get expert help for Business Analytics and many more. 24X7 help, plag-free solution. Order online now!

Universal Assignment (April 10, 2026) Business Analytics – Third Assignment. Retrieved from https://universalassignment.com/business-analytics-third-assignment/.
"Business Analytics – Third Assignment." Universal Assignment - April 10, 2026, https://universalassignment.com/business-analytics-third-assignment/
Universal Assignment October 17, 2022 Business Analytics – Third Assignment., viewed April 10, 2026,<https://universalassignment.com/business-analytics-third-assignment/>
Universal Assignment - Business Analytics – Third Assignment. [Internet]. [Accessed April 10, 2026]. Available from: https://universalassignment.com/business-analytics-third-assignment/
"Business Analytics – Third Assignment." Universal Assignment - Accessed April 10, 2026. https://universalassignment.com/business-analytics-third-assignment/
"Business Analytics – Third Assignment." Universal Assignment [Online]. Available: https://universalassignment.com/business-analytics-third-assignment/. [Accessed: April 10, 2026]

Please note along with our service, we will provide you with the following deliverables:

Please do not hesitate to put forward any queries regarding the service provision.

We look forward to having you on board with us.

Categories

Get 90%* Discount on Assignment Help

Most Frequent Questions & Answers

Universal Assignment Services is the best place to get help in your all kind of assignment help. We have 172+ experts available, who can help you to get HD+ grades. We also provide Free Plag report, Free Revisions,Best Price in the industry guaranteed.

We provide all kinds of assignmednt help, Report writing, Essay Writing, Dissertations, Thesis writing, Research Proposal, Research Report, Home work help, Question Answers help, Case studies, mathematical and Statistical tasks, Website development, Android application, Resume/CV writing, SOP(Statement of Purpose) Writing, Blog/Article, Poster making and so on.

We are available round the clock, 24X7, 365 days. You can appach us to our Whatsapp number +1 (613)778 8542 or email to info@universalassignment.com . We provide Free revision policy, if you need and revisions to be done on the task, we will do the same for you as soon as possible.

We provide services mainly to all major institutes and Universities in Australia, Canada, China, Malaysia, India, South Africa, New Zealand, Singapore, the United Arab Emirates, the United Kingdom, and the United States.

We provide lucrative discounts from 28% to 70% as per the wordcount, Technicality, Deadline and the number of your previous assignments done with us.

After your assignment request our team will check and update you the best suitable service for you alongwith the charges for the task. After confirmation and payment team will start the work and provide the task as per the deadline.

Yes, we will provide Plagirism free task and a free turnitin report along with the task without any extra cost.

No, if the main requirement is same, you don’t have to pay any additional amount. But it there is a additional requirement, then you have to pay the balance amount in order to get the revised solution.

The Fees are as minimum as $10 per page(1 page=250 words) and in case of a big task, we provide huge discounts.

We accept all the major Credit and Debit Cards for the payment. We do accept Paypal also.

Popular Assignments

Professional Nursing Assignment Help for Students: Achieve Academic Excellence with Expert Support

Introduction Nursing is a demanding field that combines theoretical knowledge with practical skills. Students pursuing nursing courses often face challenges in completing assignments that require accuracy, critical thinking, and real-world application. This is where nursing assignment help becomes an essential academic support system. With increasing academic pressure and clinical responsibilities,

Read More »

Economics Assignment Help: A Complete Guide for Students

Introduction Economics is a fundamental subject that helps students understand how markets, governments, and individuals make decisions regarding resources. While it is highly relevant in today’s world, many students find economics assignments challenging due to complex theories, graphs, and data analysis. This is where economics assignment help becomes extremely useful.

Read More »

Law Assignment Help: A Complete Guide for Students

Introduction Law is a complex and intellectually demanding field that requires critical thinking, analytical skills, and a deep understanding of legal principles. Students pursuing law often face challenges in completing assignments due to extensive research requirements and intricate case analysis. This is where law assignment help becomes highly beneficial. With

Read More »

Nursing Assignment Help: A Complete Guide for Students

Introduction Nursing is a highly respected and demanding field that requires a strong understanding of medical concepts, patient care, and clinical practices. Students pursuing nursing often face intense academic pressure due to complex assignments, practical responsibilities, and tight deadlines. This is where nursing assignment help becomes essential. With expert assistance,

Read More »

Finance Assignment Help: A Complete Guide for Students

Introduction Finance is a core subject in business and management studies, covering areas like investment analysis, financial management, and risk assessment. While it offers excellent career opportunities, many students find finance assignments challenging due to complex calculations and analytical concepts. This is where finance assignment help becomes essential. With expert

Read More »

Computer Science Assignment Help: A Complete Guide for Students

Introduction Computer Science is one of the most popular and dynamic fields of study, offering vast career opportunities in software development, data analysis, cybersecurity, and more. However, students often face difficulties in completing assignments due to the technical complexity and time constraints. This is where computer science assignment help becomes

Read More »

Digital Marketing Assignment Help: A Complete Guide for Students

Introduction Digital marketing has become a vital part of modern business strategies, making it a popular subject among students worldwide. From social media campaigns to search engine optimization, the field is dynamic and constantly evolving. However, completing assignments in this subject can be challenging due to its practical and analytical

Read More »

Cloud Computing Assignment Help: A Complete Guide for Students

Introduction Cloud computing has become a fundamental part of modern technology, powering everything from mobile apps to enterprise systems. As universities increasingly include this subject in their curriculum, students often find it challenging to keep up with assignments and projects. This is where cloud computing assignment help becomes essential. With

Read More »

Blockchain Assignment Help: A Complete Guide for Students

Introduction Blockchain technology has rapidly gained popularity across industries such as finance, healthcare, and supply chain management. As a result, it has become an important subject in academic programs worldwide. However, students often struggle with its technical concepts and practical applications. This is where blockchain assignment help becomes highly valuable.

Read More »

Data Science Assignment Help: A Complete Guide for Students

Introduction Data Science has become one of the most in-demand fields in today’s digital era, combining statistics, programming, and analytical thinking. However, many students find it difficult to keep up with the complexity of assignments and projects in this subject. This is where data science assignment help plays a crucial

Read More »

Artificial Intelligence Assignment Help: A Complete Guide for Students

Introduction Artificial Intelligence (AI) is transforming industries across the globe, making it one of the most sought-after academic subjects today. However, mastering AI concepts and completing assignments can be challenging for many students. This is where artificial intelligence assignment help becomes essential. With expert guidance, students can better understand complex

Read More »

Assignment Writing Services: A Complete Guide for Students

Introduction Assignments are a crucial part of academic life, helping students develop knowledge, research skills, and critical thinking. However, managing multiple assignments along with exams and personal responsibilities can be overwhelming. This is where assignment writing services become highly beneficial. These services provide expert assistance, helping students complete their assignments

Read More »

Blockchain Assignment Help: A Complete Guide for Students

Introduction Blockchain technology has emerged as one of the most revolutionary innovations in recent years. From cryptocurrencies to secure data management, blockchain is transforming industries like finance, healthcare, and supply chain. Students studying blockchain often face challenges due to its technical concepts and real-world applications. This is where blockchain assignment

Read More »

Assignment Writing Services: A Complete Guide for Students

Introduction Assignments are a crucial part of academic life, helping students develop knowledge, research skills, and critical thinking. However, managing multiple assignments along with exams and personal responsibilities can be overwhelming. This is where assignment writing services become highly beneficial. These services provide expert assistance, helping students complete their assignments

Read More »

Academic Writing Services: A Complete Guide for Students

Introduction Academic writing is a fundamental part of education, requiring students to produce essays, research papers, case studies, and dissertations. It demands strong writing skills, proper structure, and in-depth research. However, many students struggle with academic writing due to time constraints and lack of expertise. This is where academic writing

Read More »

Online Homework Help Services: A Complete Guide for Students

Introduction Homework is an essential part of a student’s learning process, helping reinforce classroom knowledge and improve understanding. However, with increasing academic pressure and multiple responsibilities, students often struggle to complete their homework on time. This is where online homework help services become highly beneficial. They provide expert guidance, save

Read More »

Thesis Writing Help: A Complete Guide for Students

Introduction A thesis is one of the most important academic documents a student will write during their educational journey. It requires in-depth research, critical analysis, and a clear presentation of ideas. However, many students find thesis writing overwhelming due to its complexity and time-consuming nature. This is where thesis writing

Read More »

Essay Writing Help: A Complete Guide for Students

Introduction Essay writing is a fundamental part of academic life, helping students express their ideas, analyze topics, and develop critical thinking skills. Whether it’s argumentative, descriptive, or analytical, writing a high-quality essay requires proper structure, research, and clarity. However, many students struggle with essay writing due to time constraints and

Read More »

Content Writing Assignment Help: A Complete Guide for Students

Introduction Content writing has become a crucial skill in the digital era, playing a key role in blogging, marketing, and online communication. From academic essays to website content, strong writing skills are essential for students across all fields. However, many students struggle with structuring content, maintaining clarity, and optimizing for

Read More »

Digital Marketing Assignment Help: A Complete Guide for Students

Introduction Digital marketing has become one of the most important skills in today’s online-driven world. From social media marketing to search engine optimization (SEO), businesses rely heavily on digital strategies to reach their audience. Students studying digital marketing often face challenges in understanding strategies, tools, and real-world applications. This is

Read More »

UI/UX Design Assignment Help: A Complete Guide for Students

Introduction UI/UX design is a crucial aspect of modern digital products, focusing on creating visually appealing and user-friendly interfaces. From websites to mobile apps, good design enhances user experience and engagement. Students studying UI/UX design often face challenges in creativity, tools, and usability principles. This is where UI/UX design assignment

Read More »

Can't Find Your Assignment?