Data visualization

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Data visualization is the first step in communicating and displaying the results of data analysis. Commonly known data visualization techniques are tables and charts. Visualization techniques are selected based on the information that must be conveyed to the users. In your discussion,
Categorize situations where tables are a preferred visualization technique. Illustrate with an example.
Choose five different charting techniques that are available for visualization and compare. Explain why some are not suitable for displaying data and why others are more effective for data displays.
Explain Simpson’s paradox and provide an example different from the one listed in your textbook.
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CHALLENGES OF CURRENT EXTERNAL ECONOMIC FACTORS

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You are the owner of a small pizza restaurant that has endured financial loss during the COVID- 19 pandemic, and the recent inflationary shift in the U.S. economy post-pandemic. Prior to March 2020, your business was averaging $30,000 in monthly revenue, with an average monthly profit of $10,000. During the height of the pandemic, your business declined by 60% – creating a tremendous challenge to meeting the financial demands of the business. By employing a little creativity, you began to provide carryout and delivery orders to your customers.
In the summer of 2021, your business started to rebound and slowly the company began generating 70% of the revenue earned pre-pandemic and returned to in-person dining. By the spring of 2022 the business began to see new challenges with reduced availability and increased cost of supplies necessary to run your business. Employees were hard to find – and even harder to keep – and, once again, sales started slowing down.
One of the ways to fully grasp the various economic conditions that are affecting your business is by reading the textbook and the links provided below. Please use the textbook as a start to your research. There are many more credible sources available online for your research in addition to the ones listed below.
Forbes Economic Forecast 2022 & Beyond Understanding America’s Labor Shortage Key Challenges Restaurant Will Face in 2022
Please utilize “credible” sources for each item in your paper and cite your sources (APA style). For more information about credible sources, you should review the MC Library link provided. https://libguides.montgomerycollege.edu/apa
Your paper will explore and describe the economic conditions and possible reasons for these conditions (e.g. COVID, employment, prices, supply and demand, etc.). Please address all 5 bullet points in your research.
Which business cycle(s) did your company experience between January 2020 thru July22?
What impact does the current employment situation have on your business and your industry (restaurant/hospitality)?
How has the current economy affected your pricing and customers?
• What is the current level of the U.S. consumer confidence?
• What are three things you can do to keep your business up and running through these
economic times?
 
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Building Relationships

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Introduction
This assignment will allow you to compare and contrast two different ways of building relationships with students. You will also think about your own personal style and discuss how you will build relationships with your students.
Read Vignette 1 and 2. Answer the following questions:
1. List and explain three ways Ms. Owens is building relationships with her students
2. List and explain three ways Mr. Chandra is building relationships with his students.
3. In your opinion, which teacher is building relationships more effectively? Explain why.
4. Which teacher can you relate more closely to? List three ideas of how you will build relationships with your students.
Resources
Textbook (Chapter 2) pg 13-14
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Becoming Your Best: Building Professional Competencies

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Teaching Young Children, December 2019, Becoming Your Best: Building Professional Competencies by Meghann Hickey
Summarize the attached article, in your own words, by answering the three questions listed below. Each question should have an answer that has at least 5-7 sentences. Please make sure you read the statement on Plagiarism. Also, do not copy and paste the article – that is plagiarism.
1. What is the main focus of the article?
2. What are three strategies/resources/ideas that are discussed in the article?
 
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