Category: Data Analytics

Individual Report (600 words) (15 Marks)
As an individual, perform some research and provide answers to the following: (USE ATTACHMENT BELOW)
How do graph databases and the format of the data used by them differ from traditional SQL databases? Illustrate your answers.
Discuss two industry applications of graph databases with illustrations.
List and briefly explain one challenge in relation to using graph databases to explore patterns and relationships.
Marking Guide:
Has demonstrate achievement in all or most of:
– Explaining with illustrations, how graph databases differ from traditional SQL databases. (5 marks)
– Discussions on two industry applications of graph databases with illustrations (5 marks)
– Discussions on the challenge in relation to using graph databases to explore patterns and relationships. (3 marks)
– The individual report was engaging and well structured. (2 marks)

Kingdom of Saudi Arabia
Ministry of Education
Saudi Electronic University
المملكة العربية السعودية
وزارة التعليم
الجامعة السعودية الإلكترونية

College of Administrative and Financial Sciences
Assignment 1
Introduction to International Business (MGT 321)
Due Date: 05/10/2024 @ 23:59
Course Name: Introduction to International Business
Student’s Name:

Course Code: MGT321
Student’s ID Number:

Semester: First
CRN:

Academic Year:2024-25-1st

For Instructor’s Use only
Instructor’s Name: Dina Sharqawi

Students’ Grade:/Out of 10
Level of Marks: High/Middle/Low

General Instructions – PLEASE READ THEM CAREFULLY
The Assignment must be submitted on Blackboard (WORD format only) via allocated folder.
Assignments submitted through email will not be accepted.
Students are advised to make their work clear and well presented, marks may be reduced for poor presentation. This includes filling your information on the cover page.
Students must mention question number clearly in their answer.
Late submission will NOT be accepted.
Avoid plagiarism, the work should be in your own words, copying from students or other resources without proper referencing will result in ZERO marks. No exceptions.
All answered must be typed using Times New Roman (size 12, double-spaced) font. No pictures containing text will be accepted and will be considered plagiarism).
Submissions without this cover page will NOT be accepted.

Learning Outcomes:
Knowledge:
1.3 Explain the forces driving and evaluating the impact of globalization.
Skills:
2.2 Identify the major components of international business management.
Values:
3.1 Carry out effective self-evaluation through discussing economic systems in the international business context.
Case study
Please read Case 5: “Woolworths’ Corporate Responsibility Strategy” available in your e-book (International business: Competing in the global marketplace (13th ed.), at page no.632, and answer the following questions:

Assignment Question(s):
What challenges do you think a company like Woolworths Group is facing when developing and implementing a companywide corporate social responsibility strategy that considers more than 205,000 employees, diverse interests, and stakeholders? Discuss. (Minimum words: 400, Mark:2)
Woolworths Group is trying to reduce its carbon emissions or footprint by 10 percent. Based on where we are as a world, is 10 percent enough of a reduction? Perhaps global warming is not real, albeit the vast majority of scientists clearly suggest it is; what do you think? Give logic in support of your answer.
Woolworths’ targets are to achieve a top quartile ranking in how the business engages fairly and equitably with its suppliers. How do supplier relationships and the fairness in dealing with suppliers relate to sustainability and “doing good” for society (and the company)? Explain. (Minimum words: 400, Mark:2)

(Minimum words: 600, Mark:6)

Important Notes:
This is an individual assignment.
All references must be cited using APA format. This includes both in-text citations and the reference list at the end of the document.
Originality, Similarity and Plagiarism Check: Your work must be original. All papers will be submitted through SafeAssign software to check for similarity and plagiarism. Any instance of academic dishonesty will result in a grade of zero for the assignment. No exceptions and no second chances!
Answers

Answer-
Answer-
Answer-

Individual Report (600 words) (15 Marks)
As an individual, perform some research and provide answers to the following: (USE ATTACHMENT BELOW)
How do graph databases and the format of the data used by them differ from traditional SQL databases? Illustrate your answers.
Discuss two industry applications of graph databases with illustrations.
List and briefly explain one challenge in relation to using graph databases to explore patterns and relationships.
Marking Guide:
Has demonstrate achievement in all or most of:
– Explaining with illustrations, how graph databases differ from traditional SQL databases. (5 marks)
– Discussions on two industry applications of graph databases with illustrations (5 marks)
– Discussions on the challenge in relation to using graph databases to explore patterns and relationships. (3 marks)
– The individual report was engaging and well structured. (2 marks)

Kingdom of Saudi Arabia
Ministry of Education
Saudi Electronic University
المملكة العربية السعودية
وزارة التعليم
الجامعة السعودية الإلكترونية

College of Administrative and Financial Sciences
Assignment 1
Introduction to International Business (MGT 321)
Due Date: 05/10/2024 @ 23:59
Course Name: Introduction to International Business
Student’s Name:

Course Code: MGT321
Student’s ID Number:

Semester: First
CRN:

Academic Year:2024-25-1st

For Instructor’s Use only
Instructor’s Name: Dina Sharqawi

Students’ Grade:/Out of 10
Level of Marks: High/Middle/Low

General Instructions – PLEASE READ THEM CAREFULLY
The Assignment must be submitted on Blackboard (WORD format only) via allocated folder.
Assignments submitted through email will not be accepted.
Students are advised to make their work clear and well presented, marks may be reduced for poor presentation. This includes filling your information on the cover page.
Students must mention question number clearly in their answer.
Late submission will NOT be accepted.
Avoid plagiarism, the work should be in your own words, copying from students or other resources without proper referencing will result in ZERO marks. No exceptions.
All answered must be typed using Times New Roman (size 12, double-spaced) font. No pictures containing text will be accepted and will be considered plagiarism).
Submissions without this cover page will NOT be accepted.

Learning Outcomes:
Knowledge:
1.3 Explain the forces driving and evaluating the impact of globalization.
Skills:
2.2 Identify the major components of international business management.
Values:
3.1 Carry out effective self-evaluation through discussing economic systems in the international business context.
Case study
Please read Case 5: “Woolworths’ Corporate Responsibility Strategy” available in your e-book (International business: Competing in the global marketplace (13th ed.), at page no.632, and answer the following questions:

Assignment Question(s):
What challenges do you think a company like Woolworths Group is facing when developing and implementing a companywide corporate social responsibility strategy that considers more than 205,000 employees, diverse interests, and stakeholders? Discuss. (Minimum words: 400, Mark:2)
Woolworths Group is trying to reduce its carbon emissions or footprint by 10 percent. Based on where we are as a world, is 10 percent enough of a reduction? Perhaps global warming is not real, albeit the vast majority of scientists clearly suggest it is; what do you think? Give logic in support of your answer.
Woolworths’ targets are to achieve a top quartile ranking in how the business engages fairly and equitably with its suppliers. How do supplier relationships and the fairness in dealing with suppliers relate to sustainability and “doing good” for society (and the company)? Explain. (Minimum words: 400, Mark:2)

(Minimum words: 600, Mark:6)

Important Notes:
This is an individual assignment.
All references must be cited using APA format. This includes both in-text citations and the reference list at the end of the document.
Originality, Similarity and Plagiarism Check: Your work must be original. All papers will be submitted through SafeAssign software to check for similarity and plagiarism. Any instance of academic dishonesty will result in a grade of zero for the assignment. No exceptions and no second chances!
Answers

Answer-
Answer-
Answer-

Individual Report (600 words) (15 Marks)
As an individual, perform some research and provide answers to the following: (USE ATTACHMENT BELOW)
How do graph databases and the format of the data used by them differ from traditional SQL databases? Illustrate your answers.
Discuss two industry applications of graph databases with illustrations.
List and briefly explain one challenge in relation to using graph databases to explore patterns and relationships.
Marking Guide:
Has demonstrate achievement in all or most of:
– Explaining with illustrations, how graph databases differ from traditional SQL databases. (5 marks)
– Discussions on two industry applications of graph databases with illustrations (5 marks)
– Discussions on the challenge in relation to using graph databases to explore patterns and relationships. (3 marks)
– The individual report was engaging and well structured. (2 marks)

Kingdom of Saudi Arabia
Ministry of Education
Saudi Electronic University
المملكة العربية السعودية
وزارة التعليم
الجامعة السعودية الإلكترونية

College of Administrative and Financial Sciences
Assignment 1
Introduction to International Business (MGT 321)
Due Date: 05/10/2024 @ 23:59
Course Name: Introduction to International Business
Student’s Name:

Course Code: MGT321
Student’s ID Number:

Semester: First
CRN:

Academic Year:2024-25-1st

For Instructor’s Use only
Instructor’s Name: Dina Sharqawi

Students’ Grade:/Out of 10
Level of Marks: High/Middle/Low

General Instructions – PLEASE READ THEM CAREFULLY
The Assignment must be submitted on Blackboard (WORD format only) via allocated folder.
Assignments submitted through email will not be accepted.
Students are advised to make their work clear and well presented, marks may be reduced for poor presentation. This includes filling your information on the cover page.
Students must mention question number clearly in their answer.
Late submission will NOT be accepted.
Avoid plagiarism, the work should be in your own words, copying from students or other resources without proper referencing will result in ZERO marks. No exceptions.
All answered must be typed using Times New Roman (size 12, double-spaced) font. No pictures containing text will be accepted and will be considered plagiarism).
Submissions without this cover page will NOT be accepted.

Learning Outcomes:
Knowledge:
1.3 Explain the forces driving and evaluating the impact of globalization.
Skills:
2.2 Identify the major components of international business management.
Values:
3.1 Carry out effective self-evaluation through discussing economic systems in the international business context.
Case study
Please read Case 5: “Woolworths’ Corporate Responsibility Strategy” available in your e-book (International business: Competing in the global marketplace (13th ed.), at page no.632, and answer the following questions:

Assignment Question(s):
What challenges do you think a company like Woolworths Group is facing when developing and implementing a companywide corporate social responsibility strategy that considers more than 205,000 employees, diverse interests, and stakeholders? Discuss. (Minimum words: 400, Mark:2)
Woolworths Group is trying to reduce its carbon emissions or footprint by 10 percent. Based on where we are as a world, is 10 percent enough of a reduction? Perhaps global warming is not real, albeit the vast majority of scientists clearly suggest it is; what do you think? Give logic in support of your answer.
Woolworths’ targets are to achieve a top quartile ranking in how the business engages fairly and equitably with its suppliers. How do supplier relationships and the fairness in dealing with suppliers relate to sustainability and “doing good” for society (and the company)? Explain. (Minimum words: 400, Mark:2)

(Minimum words: 600, Mark:6)

Important Notes:
This is an individual assignment.
All references must be cited using APA format. This includes both in-text citations and the reference list at the end of the document.
Originality, Similarity and Plagiarism Check: Your work must be original. All papers will be submitted through SafeAssign software to check for similarity and plagiarism. Any instance of academic dishonesty will result in a grade of zero for the assignment. No exceptions and no second chances!
Answers

Answer-
Answer-
Answer-

I am working on a Tableau assignment (attached below). I want to create 3 Tableau worksheets analyzing the three questions using the data set linked below (please also use Los Angeles data sets you see fit). For each of those three questions, while using the data set, I need various charts like Bar, Pie, Line, Scatter, etc, to visualize the data set.
It is a hypothetical situation to showcase to potential investors whether or not to invest in LA.
Questions:
1. What are the visualizations of Renters versus Homeowners in Los Angeles? (We can break it down per region or city.) We can also find data on the types of homes that are being rented (apartments, homes, condos, etc.). Here is the dataset: https://data.lacounty.gov/datasets/824e8909d0f6412…
2. What areas within Los Angeles could present the most risks for investors? (By Zipcode, region, etc…) Link: https://data.lacity.org/browse?q=LAPD%20Calls%20fo…
3. In which areas or sectors are the identified risks most likely to escalate and cause widespread impact, and what factors contribute to the potential propagation of these risks? (You can choose which dataset from the pdf works best.)
Here are helpful Links: Data La City (https://data.lacity.org/), All LA City Datasets (https://data.lacity.org/browse?limitTo=datasets), connecting worksheets (https://help.salesforce.com/s/articleView?id=00145…)

Go through the steps listed in “Type 2 – Market-Sizing & Guesstimate of the Case Interview Questions. MConsulting Prep” (https://mconsultingprep.com/case-interview-questions)
Answer the below questions:
– How many mini shampoo bottles are made in a year?
– Will, there be more made next year, and five years from now?
– For the clarifying steps, list what questions you had and make and record your assumption on the answer.
– If you do not agree with the number presented to you. What adjustments or recommendations would you make?
Correct APA in-text citations and references are used.

Pick a decision you make and turn it into a decision tree with at least four nodes. Make some assumptions and label the probability of each branch and result.
What are your thoughts on the decision tree and the probability assigned to the nodes? What would you add, if anything, in terms of branches?
Resources:
How To Do A Decision Tree In Word. (n.d.). How200.
http://how2oo.com/how-to-do-a-decision-tree-in-word/
Decision tree examples: Problems with solutions. (n.d.). Intellspot.
https://www.intellspot.com/decision-tree-examples/
Correct APA in-text citations and references are used.

Analyzing Patriots Sales Data for Strategic Insights
Background:
Patriots Corporation is a nationwide company operating across multiple states and regions in the United States. The company has provided three key datasets containing monthly sales, sales by state, and regional sales data over a 15-year period. The goal of this case study is to leverage Tableau and advanced data visualization techniques to generate key insights, assist decision-makers, and improve sales strategies for the upcoming fiscal year.
Objective:
Following the steps outlined in Appendix 2.2, “Creating and Modifying Charts with Tableau,” of the textbook, complete the assignments below by analyzing the provided sales data using Tableau. Your task is to create various visualizations, modify them based on given criteria, and analyze data trends to provide actionable insights for Patriots Corporation.
The attached “Sales” file contains a sheet titled “Sales by Month,” which shows Patriots Corporation sales data for twelve months.
1. Begin by creating a column chart in Tableau with the sales amount on the vertical axis and the months on the horizontal axis, following the example in Figure T2.3.
Modify the chart as follows:
Adjust the axis range by setting the Fixed start to 0 and the Fixed end to 50,000, ensuring the peak sales value fits comfortably within this range.
Label the horizontal axis as Sales Month and the vertical axis as Sales Amount.
Standardize the font size across all textual elements by setting it to size 11.
Update the chart title to “Patriots Sales by Month.”
Remove any unnecessary grid lines from the chart.
2. Recreate a similar graph, but this time with the sales amount on the horizontal axis and the sales months on the vertical axis, following the layout shown in Figure T2.5.
Modify the chart as follows:
Adjust the axis range by setting the Fixed start to 0 and the Fixed end to 50,000, ensuring the peak sales value fits comfortably within this range.
Label the horizontal axis as Sales Month and the vertical axis as Sales Amount.
Standardize the font size across all textual elements by setting it to size 11.
Update the chart title to “Patriots Sales by Month.”
Remove any unnecessary grid lines from the chart.
The attached “Sales” file contains a sheet named “Sales by States,” which contains Patriots Corporation sales data across 25 U.S. states.
1. Create a scatter plot using the “Sales by States” data, with the average price on the vertical axis and the sales amount on the horizontal axis, following the layout shown in Figure T2.8.
Modify the chart as follows:
Label the axes, with the horizontal axis labeled as Sales Amount and the vertical axis as Average Price.
Adjust the axis range so that the peak sales value comfortably fits within the chart.What would you recommend for the Fixed Start and Fixed End?
Standardize the font size for all textual elements to size 11.
Update the chart title to “Patriots Sales by State.”
Remove any unnecessary gridlines from the chart.
2. Using the same dataset, create a scatter chart for sales, including data labels with state names. Refer to Figure T2.9 in the textbook for guidance.
Modify the chart as follows:
Label the axes as follows: the horizontal axis as the Sales Amount and the vertical axis as the Average Price.
Adjust the axis range to ensure that the peak sales value fits comfortably within the chart.What would you recommend for the Fixed Start and Fixed End?
Standardize the font size for all text elements to size 11.
Update the chart title to “Patriots Sales with Data Labels for States.”
Remove any unnecessary gridlines from the chart.
3. Using the same dataset, create a Choropleth Map, following the format shown in Figure T2.24.
Modify the chart as follows:
Standardize the font size across all text elements to size 11.
Update the chart title to “Patriots Choropleth Map Sales.”
Remove any unnecessary gridlines from the chart.
4. Using the same dataset, create a bubble chart for sales with data labels displaying the state names. Refer to Figure T2.11 in the textbook as an example.
Modify the chart as follows:
Label the axes as follows: the horizontal axis as the Sales Amount and the vertical axis as the Average Price.
Adjust the axis range to ensure that the peak sales value fits comfortably within the chart.
What would you recommend for the Fixed Start and Fixed End?
Standardize the font size for all text elements to size 11.
Update the chart title to “Patriots Sales with Data Labels for States.”
Remove any unnecessary gridlines from the chart.
The attached “Sales” file contains a sheet titled “Sales by Region,” which contains 15 years of regional sales data.
1. Create interlaid line charts for the two regions, similar to the example in Figure T2.18.
Modify the chart as follows:
Label the axes with the horizontal axis as years and the vertical axis as sales amount.
Standardize the font size across all text elements to size 11.
Update the chart title to “Patriots Sales by Region.”
Remove any unnecessary gridlines from the chart.
2. Using the same dataset, create a Clustered Column Chart following the format shown in Figure T2.21.
Modify the chart as follows:
Label the axes with the horizontal axis as years and the vertical axis as sales amount.
Standardize the font size across all text elements to size 11.
Update the chart title to “Patriots Sales Clustered by Regions.”
Remove any unnecessary gridlines from the chart.
3. Using the same dataset, create a Stacked Column Chart, following the example in Figure T2.22.
Modify the chart as follows:
Label the axes with the horizontal axis as years and the vertical axis as sales amount.
Standardize the font size across all text elements to size 11.
Update the chart title to “Patriots Sales Stacked by Regions.”
Remove any unnecessary gridlines from the chart.
Policy Implications and Strategic Decision-Making:
Based on the data analysis and visualizations you create, what are the potential policy implications for Patriots Corporation regarding its sales strategies across different states and regions? Consider how regional performance trends, state-specific sales, and monthly fluctuations might influence strategic decision-making. What policies could Patriots Corporation implement to enhance sales performance, and how should leadership adjust its approach to allocating resources, developing targeted marketing campaigns, or addressing underperforming regions?
Submission Requirements:
All assignments must be submitted in a well-formatted and clearly presented Word file.
Ensure that the file includes all visualizations, a written summary of key insights, strategic recommendations, and suggested policy actions.
Charts and graphs should be properly labeled and formatted as described in each task.
The document should be professional and easy to follow, with headings and sections clearly defined.