Explore this film and tell me how the police are targeting the crisis; also, how

Explore this film and tell me how the police are targeting the
crisis; also, how

Explore this film and tell me how the police are targeting the
crisis; also, how are the police officers defined as the crisis in this
film? The crisis is usually defined by groups that promote trouble and
disorder. Please write one page, watching the whole film is not required
but please reference the film as much as possible.

Literature review practice: Write a mini-essay between 900–1,000 words in Englis

Literature review practice: Write a mini-essay between 900–1,000 words in Englis

Literature review practice: Write a mini-essay between 900–1,000 words in English about three research articles (available in the Weeks 9–10 module) on Mulan (1998) and Mulan (2010) fulfilling the following requirements:
1. Summarize Lau (2021), Wang (2022), and Liu (2023);
2. Comparing their viewpoints and yours on the adaptations;
3. Offer your critical review of these three articles and summarize your own viewpoints with citations from any of the theoretical sources we have not read in this course, excluding subjective evaluative judgments.
Note: No citations from the ppt, but you can cite the books and materials mentioned in the ppt. If the sources are not cited properly, you will lose the points.
Format: Cover page including your name and student number; 12pt; Times New Roman; Double space; Chicago – Author-date citations.
Also write a conclusion for these 3 questions in seperate doc around 200 words.

Apply cultural knowledge to enhance communica!on within a healthcare organizatio

Apply cultural knowledge to enhance communica!on within a healthcare organizatio

Apply cultural knowledge to enhance communica!on within a healthcare organization
Lunch and Learn Presenta!on (10–15 slides with comprehensive speaker notes totaling
1,000–1,500 words)
Create a presenta!on for a 30-minute lunch and learn or informa!onal seminar for your
employees. Focus your 20-minute presenta!on (allowing 10 addi!onal minutes for
ques!ons) on how cultural knowledge enhances communica!on in the healthcare field. You
must describe evolving terminology, apply cultural knowledge to interac!ons with pa!ents
and coworkers, and discuss how the applica!on of cultural knowledge impacts popula!on
health outcomes. You will submit your slides with comprehensive speaker notes. Your
speaker notes should reflect what you would say in an audio or in-person presenta!on.
More info is attached
No AI-generated content is accepted

question 1.Instructions Please provide a 250-500 word reflective response to the

question 1.Instructions
Please provide a 250-500 word reflective response to the

question 1.Instructions
Please provide a 250-500 word reflective response to the following questions:
Reflect on the role of spirituality in your life past and present. Define what being spiritual is to you. How would you define your worldview? Reflect on how your spirituality (whatever you define that) informs your worldview. How will it inform your professional life? What “rituals” have been handed down, will you continue, and pass on
question 2. Instructions
Please provide a 250-500 word reflective response to the following question:
What rules can be followed by someone dedicated to the truth?
This activity is designed to assist students in the process of developing personal and professional ethics as they become more adept and competent at communicating with individuals from diverse cultural backgrounds. Evaluate the following arbitrary rules of interaction:
First, never speak about a falsehood.
Second, bear in mind that the act of withholding the truth is always potentially a lie; and that in each instance in which the truth is withheld, a significant moral decision is required.
Third, the decision to withhold the truth should never be based on personal needs, such as a need for power, a need to be liked, or a need for protection from challenge.
Fourth, and conversely, the decision to withhold the truth must always be based entirely upon the needs of the person or people from whom the truth is being withheld.
Fifth, the assessment of another’s needs is an act of responsibility, which is so complex that it can only be executed wisely when one operates with genuine love for the other.
Sixth, the primary factor in the assessment of another’s needs is the assessment of that person’s capacity to utilize the truth for his or her own spiritual growth.
Finally, in assessing the capacity of another to utilize the truth for spiritual growth, it should be borne in mind that our tendency is to underestimate rather than overestimate this capacity.
Adapted from Peck, M. S. (1978). The road less traveled. New York: Simon & Schuster. pp. 62-63.

Task: create technical interview questions and answers based on the job descript

Task: create technical interview questions and answers based on the job descript

Task: create technical interview questions and answers based on the job descriptions. Make sure to cover all the concepts and tools mentioned on job descriptions. Create questions and answers separately for each job post/ description. (
JOB1 penetration tester
Your key responsibilities
Our cybersecurity professionals possess diverse industry knowledge, along with unique technical expertise and specialized skills. The team stays highly relevant by researching and discovering the newest security vulnerabilities, attending and speaking at top security conferences around the world, and sharing knowledge on a variety of cybersecurity topics with key industry groups. The team frequently provides thought leadership and information exchanges through traditional and less conventional communications channels such as speaking at conferences and publishing white papers.
As part of our Penetration Testing team, you’ll identify potential threats and vulnerabilities to operational environments. Projects here could include penetration testing and simulating physical breaches to identify vulnerabilities.
Our professionals work together in planning, pursuing, delivering and managing engagements to assess, improve, build, and in some cases operate integrated security operations for our clients.
Skills and attributes for success
Perform penetration testing which includes internet, intranet, wireless, web application, social engineering and physical penetration testing.
Execute red team scenarios to highlight gaps impacting organizations security postures.
Ability to work both independently as well as lead a team of technical testers on penetration testing and red team engagements.
Provide technical leadership and advise junior team members on attack and penetration test engagements.
Identify and exploit security vulnerabilities in a wide array of systems in a variety of situations.
Perform in-depth analysis of penetration testing results and create report that describes findings, exploitation procedures, risks and recommendations.
Execute penetration testing projects using the established methodology, tools and rules of engagements.
Convey complex technical security concepts to technical and non-technical audiences including executives.
To qualify for the role you must have

A bachelor’s degree and at least 3 years of related work experience
Experience with manual attack and penetration testing
Experience with scripting / programming skills (e.g., Python, PowerShell, Java, Perl etc.).
Updated and familiarized with the latest exploits and security trends
Experience working in a technical team to conduct remote and on-site penetration testing within defined rules of engagement.
Familiarity to perform network penetration testing that involves avoiding detection and common alert thresholds on endpoints and security toolinG
Ideally, you’ll also have
A bachelor’s degree in Computer Science, Cybersecurity, Information Systems, Information Technology, Engineering, or a related field with at least three years of related work experience or a master’s degree and at least two years of related work experience in penetration testing which includes internet, intranet, web application penetration tests, wireless, social engineering, and red team assessments
Knowledge of Windows, Linux, Unix, any other major operating systems
Familiarity with the latest exploits, tactics, techniques, and procedures (TTP), vulnerability remediation and security trends in Cloud implementations
Deep understanding of TCP/IP network protocols
Deep understanding and experience with various Active Directory attack techniques
Understanding of network security and popular attacks vectors
An understanding of web-based application vulnerabilities (OWASP Top 10)
JOB 2: penetration tester
Perform internal and external pentest against systems to determine vulnerabilities and offer mitigation strategies.
Perform web app pentests
Perform vulnerability risk assessment
Perform physical pentests and social engineering
Perform cyber incident response as needed for programs
Qualifications
– Bachelors’ degree from an accredited college in a related discipline, or equivalent experience/combined education, with 3 to 6 years of professional experience; or 1 to 3 years of professional experience with a Masters’ degree.
– Must have a Secret Clearance.
– 3 years in Pen Testing and Vulnerability Assessment, with specific emphasis on web application and enterprise network environments.
– 5 years of professional experience in incident detection and response, malware analysis, or cyber forensics.
Experience with the majority of the tools listed below:
• Kali Linux
• Metaspoilt
• Burp suite pro
• Cobalt Strike / Empire
• Tenable Nessus
• Debuggers such as Immunity
• Bloodhound
• BladeRF / HakRF
• Hak5 equipment
• Wireshark / tcpdump
Specific experience in at least 1 of the following specialties:
• Mobile application testing
• Cloud infrastructure testing
• RF Testing
• Mainframe systems
Preferred Qualifications:
Understanding of Cyber Kill Chain & Intelligence Defense.

For this assignment, you will write a report that details the components of an e

For this assignment, you will write a report that details the components of an e

For this assignment, you will write a report that details the components of an executive leadership development program for a fictitious company. The fictitious company can be within an organization and industry of your choice. Do not use the name of or information about a real company. After you have chosen a type of organization and industry, include the following items in your report.
Include an introductory paragraph that lists the name and type of fictitious company, the country in which the home office is located, how long the company has been operating, and the number of executive leadership employees.
Discuss an executive leadership development strategy. Provide a vision for this strategy. For example, what are the outcomes of having a leadership development program for the organization? How will the leadership be structured?
Explain how you will assess leadership capabilities for the roles you have structured. Are there any leadership theories that you use as the basis for your decisions?
Describe one assessment tool that you will use to identify leadership capabilities. How will your leaders develop problem-solving skills and the ability to arrive at sound solutions?
Explain how you will facilitate the training for leadership. What trends do human resource professionals use for leadership training?
Conclude your report by describing the benefits that having a formal executive leadership development program will have on the organization (e.g., why a program is important and how it enhances the organization’s competitiveness).
Your assignment must be five full pages in length. Adhere to APA guidelines when constructing this assignment and include in-text citations and references for all sources that are used. Please note that no abstract is needed.

ASSIGNMENT: For this touchstone, you will deliver a 3–5 minute special occasion

ASSIGNMENT: For this touchstone, you will
deliver a 3–5 minute special occasion

ASSIGNMENT: For this touchstone, you will
deliver a 3–5 minute special occasion speech on a topic of your choice.
The speech can be for any context, but the purpose must be to
commemorate an occasion. See the following list of example occasions for
inspiration.
Type of Special Occasion Speech
Examples
The Speech of Introduction
Introducing a keynote speaker at a conference
Introducing a new employee at a company meeting
The Speech to Secure Goodwill
Welcoming new employees during an orientation session
Celebrating staff at a company retreat
The Speech of Presentation or Acceptance
Presenting an award for academic work (paper, research, report)
Accepting an award for original creative work
The Commemorative Speech: Dedications and Eulogies
Delivering a commemorative speech for the dedication of a new building
Delivering a eulogy at a funeral
The Inspirational Speech
Motivating your work team to take on a new challenge
Inspiring your work team with a vision for the future
Other Speeches: Farewells, Toasts, and After-Dinner Remarks
Giving a toast at a wedding or other party
Delivering a speech at a graduation
In order to foster learning and growth, all work you submit must be
newly written specifically for this course. Any plagiarized or recycled
work will result in a Plagiarism Detected alert. Review Touchstones: Academic Integrity Guidelines for more about plagiarism and the Plagiarism Detected alert. For guidance on the use of generative AI technology, review Ethical Standards and Appropriate Use of AI.
Touchstone Support Videos
Connecting Your Audience, Purpose, and Message
Analyzing Your Audience
A. Directions
Step 1: Select a Special Occasion Topic
Your speech should be for a special occasion. You may use a special
occasion from the list above, or choose one of your own. Consider the
following brainstorming techniques as you generate your speech topic:
Word Association
Clustering
Freewriting
Distilling Your Ideas
Doing a Little Homework
Step 2: Consider Purpose, Thesis, and Audience
Identify your purpose, thesis, and audience. Imagine your audience
and how you would want to convey your message to this audience.
2a. Purpose
After you determine your topic, you should refine it into the general
purpose and specific purpose by asking yourself what you hope to
accomplish with your speech and what you hope your audience will take
away with them.
As you plan your speech and consider the purpose, ask yourself the following questions:
What do you want your audience to know?
What do you want your audience to think?
What do you want your audience to feel?
What do you want your audience to do?
2b. Thesis
Your thesis statement should clearly articulate the purpose and main
points of your speech. Defining a thesis is essentially constructing the
structural outline of your speech. When you have defined a thesis, you
have essentially articulated to yourself what your speech will say, what
position you will take up, and what the speech’s purpose is.
As you plan your speech and consider the thesis, ask yourself the following questions:
What is the most important message of your speech?
Why should/will your audience care about your message?
2c. Audience
When planning your special occasion speech, it is important to know
about the audience and to adapt the message to the audience. You want to
prepare an audience-centered speech, or a speech focusing on the
audience.
The audience is the target of your speech, and effectively
communicating your theme to them is the goal of good public speaking. As
such, you should always keep the audience in mind both before and
during your time on stage.
As you plan your speech and consider the audience, ask yourself the following questions:
What is the correct context for the speech? Where and when will it be given?
Who is the audience and what are their characteristics?
Why has the audience come to hear the speech?
What are the interests of the audience?
What does the audience know about your topic?
What is the audience’s point of view on the topic?
How will the audience likely react to your speech?
Step 3: Create Notes
Create notes or bullet points that you can refer to while presenting
your speech. You should not read your speech word-for-word from your
notes.
Step 4: Use Clear Language
Ensure that the language you use is consistently clear and
appropriate to the audience, which helps the audience connect with you
and your topic. Explain any technical jargon you use where necessary.
Cognitive psychologists and linguists suggest that word choice has
significant framing effects on the perceptions, memories, and attitudes
of speakers and listeners.
Refer back to the following lesson for support:
Addressing a Diverse Audience
Your Audience’s Group Membership and Physical Context
Relating to Your Audience
Adapting to Your Audience
Step 5: Practice Speech
Practice presenting your speech. Aim for a speech that is 3–5 minutes in length.
Step 6. Review Rubric
Before filming, review the rubric to ensure that you understand how you will be evaluated.
Step 7: Film Speech
Film yourself presenting the speech. Be sure that you can be easily seen and heard, and direct your speech to the camera.
Step 8: Review Video
Review your video to ensure that you can be seen and heard. Refilm as needed.
Step 9: Review Checklist and Requirements
Review the checklist and requirements to ensure that your Touchstone is complete.
Step 10: Submit
Upload your video using the blue button at the top of this page.
Refer to the checklist below throughout the writing process. Do not submit your Touchstone until it meets these guidelines.
❒ I have selected a special occasion speech topic.
❒ My speech includes a purpose and a thesis.
❒ I have considered my audience.
❒ I have used language that is appropriate to my audience.
❒ I have filmed a video of myself presenting my speech.
❒ The video of my speech is 3–5 minutes in length.
❒ I have reviewed the video and I can be easily heard and seen.
❒ In my speech, I am focused on connecting with the audience, only looking at my notes occasionally.
❒ I have adhered to all the requirements.
❒ I have read through the rubric and I understand how my Touchstone will be evaluated.
B. Requirements
Video is 3–5 minutes in length.
Any video file format is acceptable. Files must be less than 4GB.
All video content must be original for this assignment and appropriate for an academic context.
Plagiarism of any kind is strictly prohibited.
Your video submission should include your name and the date.

i have attached the rubric how she grade it. Prompt: The spirit of this assignme

i have attached the rubric how she grade it.
Prompt:
The spirit of this assignme

i have attached the rubric how she grade it.
Prompt:
The spirit of this assignment is for you to think creatively as you view leadership in the world around you. Your first task is to take original photos of at least three examples of leadership Important: The images you use must be original photographs that you have taken yourself (not downloaded from Google Images, etc.). The images can be of anything that reminds you of the leadership principles we have covered in this course and/or the Northouse (2022) text. If you would like to take pictures of leaders that you know, that is fine. If you would like to take pictures of something else that reminds you of leadership, that is fine too. Students have taken pictures of people in a workplace, of family members, of places where they learned valuable lessons, of statues, artwork, and even insects in a garden, as well as many other objects that reminded them of leadership ideas covered in this course. There is no specific requirement for the type of images I am looking for. The pictures will be different for each student. Your next task is to submit these three images along with an academicallty supported explanation of how/why each image depicts leadership (i.e., specifically which leadership concept(s) and an explanation of how/why it represents that concept). Submit your final product in a format of your choice — This can be a Word document, a slideshow, a video, or another type of creative expression that includes your three images and supported explanation. Many students simply take three pictures of something or someone in the world around them that reminds them of leadership principles, include it in an MSWord document, and include a short 1-2 page description of the images in context with leadership. This is fine. However, you are not limited to that. I welcome creativity! That said, do not be overwhelmed by the options.
The assignment does include a rubric (see below) to guide you, particularly for the written portion. However, you will notice that it has very few “strict” guidelines for the format of your final project. This is because I really want each student to take a creative approach. I encourage you to complete this assignment in the way that makes the most sense to you. Some students may want to submit images with a separate paper describing the images, some students may want to include the images and written explanation in the same paper, and others may want to include both the images and the written portion in a PowerPoint or Prezi. I have also had students make a short video with voiceover narration. It’s really up to you. There are very few “rules” that you will need to follow for the final format. (Yes, I know this is unusual!). However, do not overlook these important keys to the assignment:
(A) Images: Three original images that depict leadership/leadership concepts and
(B) Critical Thinking/Summary: a thoughtfully written explanation (with citations) for each image that explains the how/why/what in regard to leadership/leadership concepts each image represents
(C) Critical Thinking/Resources: the written explanation is enriched with cited sources and demonstrates critical thinking/understanding of course concepts.
Deadline: This assignment is due by 23:59 on Sunday, March 17, 2024.
In Summary:
Images: Students portray at least three original images (i.e., photos YOU have taken yourself) of leadership through a creative expression including, but not limited to:Three (3) Photograph(s) (creatively displayed in electronic form)
Video presentation in streaming format (i.e., uploaded to YouTube and link provided)
Prezi or PowerPoint
Website or blog development
Other creative format: must be approved in advance by the course instructor
Written Explanation: The equivalent of the 2-3 page written portion of this assignment (whether in a document, video, slideshow, etc.) must also be included to explain and provide support for your knowledge of leadership.
Instructions:
Take at least three (3) original photos of someone or something that embodies the leadership principles and theories covered in this course.
Write an explanation of how each of the images relates to leadership/leadership concepts.Be sure to mention and cite any supportive research such as theories, authors, models, etc. in your written explanation.
Length: Approximately 2 pages double spaced if writing in MSWord; approx.. 300 – 400 words
Submit the file(s) via this Canvas assignment link — including any electronic files that contain your images.Special note: most electronic forms of design allow you to place both images and text in the file (including MS Word, Prezi, PowerPoint, Web / Blog, etc.) If you are able to include both the photos and written summary for each image in one design product, it is not necessary to write a separate paper for your written explanation of each image; instead, place your text within your design. (e.g., slide with an image and written summary or separate slides for each image and associated written summary). However, to assess the length of your written explanations, it is helpful to draft your written explanations in MS Word before adding the content to the slideshow/presentation.
References: Cite supportive sources in APA as in-text citations within the written summary for each image and list cited sources on an APA formatted References page or slide at the end of your paper or design.
If submitting in MSWord: Double-spaced; 12 pt. Times New Roman font; If PowerPoint, Canva, Prezi, or other creative digital format, choose a font/font size and color for your design that can be easily read.

ASSIGNMENT: For this Touchstone, you will deliver a 5–7 minute informative spee

ASSIGNMENT: For this Touchstone, you will deliver a 5–7 minute
informative spee

ASSIGNMENT: For this Touchstone, you will deliver a 5–7 minute
informative speech on a topic of your choice. The speech can be for any
context, but it must be informative. Below is a list of example
informative speech topics for your reference.
Type of Informative Speech
Purpose
Examples
Object
To inform an audience about something visible or tangible
The human body
An episode of The Family Guy
A car engine
Equipment for riding a horse
Process
To explain a series of actions or steps with a defined ending point
How the modern electoral college works
How an ice cream sandwich is made
How to drive a car
How to study for a test
Event
To discuss or describe an occurrence of importance
The Battles of Lexington and Concord
A person’s first week at college
The invention of the telephone
The Norman invasion of England
Concept
To discuss or explain an abstract idea or notion
The origins of the universe
Love at first sight
Optical illusions
Patriotism vs. nationalism
In order to foster learning and growth, all work you submit must be
newly written specifically for this course. Any plagiarized or recycled
work will result in a Plagiarism Detected alert. Review Touchstones: Academic Integrity Guidelines for more about plagiarism and the Plagiarism Detected alert. For guidance on the use of generative AI technology, review Ethical Standards and Appropriate Use of AI.
A. Directions
Step 1: Select Informative Topic/Issue
Your speech should be consistently informative in nature. Identify
your audience, purpose, and thesis. Imagine your audience and how you
would want to convey your message to this audience.
Refer back to the following lessons for support:
Informative and Persuasive Speeches
Choosing and Developing a Good Topic
Informative Speeches: Definition and Types
Step 2: Consider Purpose, Thesis, and Audience
Identify your purpose, thesis, and audience. Imagine your audience
and how you would want to convey your message to this audience. As you
start to plan your speech, ask yourself the following questions:
What are you hoping to achieve with this speech?
Who will be in your audience? What do you know about them?
What is the key message of your speech?
Refer back to the following lessons for support:
Informative Speeches: Subjects, Goals, and Scope
Sample Informative Speech
Step 3: Find Credible Sources
Utilize your program resources, the internet, or a local library to find three
credible sources that are relevant to your speech. As you look for
sources, consider the following questions in your search to help ensure
credibility:
How recent is the data or information presented in your source?
When was the source published? If the source is a website, when was the website last updated?
What does the source cover?
How well-researched and detailed is the source? How much depth is the topic covered in?
How is this content and level of detail relevant to your purpose, audience, and message?
How is the author qualified to speak on the topic?
What is the author’s purpose?
What biases might they have?
Is the information the author’s opinion alone or is it supported by cited facts?
Who funds the website or publication?
Are there items endorsed or for sale? If so, what items?
What is the reputation of the website or publication?
Refer back to the following lessons for support:
Gathering Information
Sources of Information: The Library
Sources of Information: The Internet
Evaluating Sources
Step 4: Identify Pieces of Evidence
Read through your sources to identify five pieces of evidence
that support and reinforce your thesis. Be sure to use at least three
different types of pieces of evidence from the following list:
Statistic
Analogy
Definition
Visual
Story
Testimony
Refer back to the following lessons for support:
Supporting Your Ideas
Using Examples
Using Statistics, Analogies, and Definitions to Support Your Ideas
Using Visuals, Testimony, and Storytelling to Support Your Ideas
Step 5: Create Notes
Create notes or bullet points that you can refer to while presenting
your speech. You should not read your speech word for word from your
notes. Make sure to cite at least three sources or pieces of evidence as
you deliver your speech.
Step 6: Use Clear Language
Ensure that the language you use is consistently clear and
appropriate to the audience, which helps the audience connect with you
and your topic. Explain any technical jargon you use where necessary.
Refer back to the following lessons for support:
How to Use Your Knowledge of the Audience
Mind Your Audience
Tailor Abstraction to Your Audience
Make It Memorable and Enhance Audience Understanding
Step 7: Practice Speech
Practice presenting your speech. Deliver a speech that is 5–7 minutes in length.
Refer back to the following lesson for support:
Best Practices in Public Speaking
Step 8: Review Rubric
Before filming, review the rubric to ensure that you understand how you will be evaluated.
Step 9: Film Speech
Film yourself presenting the speech. Be sure that you can be easily
seen and heard—at minimum, your head and shoulders should be visible in
your video, and you should make eye contact with your audience by
directing your speech toward the camera.
Important: Be sure that your speech’s purpose, audience, and
thesis are clear. If you choose, you can state this information at the
beginning of your video before you begin your speech.
Refer back to the following lessons for support:
Audience
The Purpose and Thesis Statement
Step 10: Review Video
Review your video to ensure that you can be seen and heard. Refilm as
needed. Your speech should be delivered in one video with no cuts or
editing.
Step 11: Review Checklist and Requirements
Review the checklist and requirements to ensure that your Touchstone is complete.
Step 12: Submit
Upload your video using the blue button at the top of this page.
Refer to the checklist below throughout the writing process. Do not submit your Touchstone until it meets these guidelines.
❒ I have selected a speech purpose that is informative.
❒ My speech has an introduction, body, and conclusion.
❒ The introduction includes my key message (thesis).
❒ The body includes my main points and support.
❒ I have selected sources that are credible and support that is relevant.
❒ I have used language that is appropriate to my audience.
❒ The conclusion summarizes my main points and includes a call to action.
❒ I have filmed a video of myself presenting my speech.
❒ The video of my speech is 5–7 minutes in length.
❒ I have reviewed the video, and I can be easily heard and seen.
❒ I have adhered to all of the requirements.
❒ I have read through the rubric, and I understand how my Touchstone will be evaluated.
B. Requirements
Video should be 5–7 minutes in length.
Any video file format is acceptable. Files must be less than 4GB.
All video content must be original for this assignment and appropriate for an academic context.
Plagiarism of any kind is strictly prohibited.
Video submission should include your name and the date.

Part 1: Exploratory Data Analysis (approx. 400 words including captions) (a) Bri

Part 1: Exploratory Data Analysis (approx. 400 words including captions)
(a) Bri

Part 1: Exploratory Data Analysis (approx. 400 words including captions)
(a) Brief introduction of the data you are presenting. Begin with a concise introduction to the dataset you are working with. Provide context about its source, relevance, and any key attributes. (More than one data set can be used; most importantly that the datasets are complementing each other and together supporting the hypothesis you will be developing)
(b) Create a minimum of two data visualizations that adhere to best practices for clarity and effectiveness. It is highly encouraged for high grades to also add a “ready made” third visual from Gap Minder or Our World in Data that would also support your hypothesis.
Ensure that your visualizations are well-labeled, appropriately scaled, and visually appealing.
Your visualizations should complement each other and should help you develop your hypothesis in part 2 of the assignment. Please ensure a strong connection between your visuals and the well thought hypothesis you will develop.
(c) Include figure captions. For each visualization, include descriptive figure captions. These captions should not only highlight essential elements within the figure but also provide a summary of the primary patterns or insights revealed by the visualization.
LO: #visualizations
Part 2: Hypothesis and Justification (approx. 200 words):
(a) Describe your hypothesis. Clearly articulate your hypothesis, which should be based on the patterns and insights derived from your data visualizations. Explain the research question or idea you aim to explore through your hypothesis.
(b) Explain how it builds on the data visualizations you present and any related readings.
Describe how your hypothesis is grounded in the data visualizations you presented in Part 1. Discuss any relevant readings or prior research that influenced the development of your hypothesis. This is highly encouraged and expected for high grades.
(c) Explain how your hypothesis can be tested. Provide specific predictions that can be measured using empirical evidence. Clarify the type of data or experiments required to support or refute your hypothesis.
(d) Explain how the hypothesis is plausible. Discuss why your hypothesis is plausible based on your understanding of the dataset, the context, and any prior knowledge. Highlight any logical reasoning or assumptions that support the validity of your hypothesis.
LO: #hypothesisdevelopment
Datasets:
-** Our World in Data: https://ourworldindata.org/**
Gapminder: Gapminder contains a wealth of data and visualization tools about important global trends. Some climate change related variables you can find in Gapminder include greenhouse emissions, material footprint, types of energy used, and sustainability from a large number of countries, In addition to examining how a variable changes over time for a given country, Gapminder allows for making comparisons among countries and investigating relationships between different variables. You can get information on the source of the data you use by clicking on the question mark next to the variable on the graph.
The World Bank provides free data for the public to use on a variety of topics. Search for climate change data and you can also navigate to specific countries.
Background reading (ONLY for students interested in climate change as a topic for Assignment 2):
*All topics of interest to students are welcome and students are not restricted to climate change as a topic.
NASA. (n.d.)._ What is climate change_? https://climate.nasa.gov/ Why/Use: On this website you can find information on the evidence, causes, effects, and solutions of climate change. This should illuminate some of the data that scientists collect used both to determine past climates and to predict changes.
Packages to create visualizations
You may use the software package of your choice. Some resources below:
CODAP, website link
Python, we suggest [matplotlib](https://www.google.com/url?q=https://matplotlib.org/&sa=D&ust=1507759643862000&usg=AFQjCNGd-OKZqpbZEaxzsNeL3rR1tlXURQ (or Seaborn: https://www.google.com/url?q=https://seaborn.pydata.org/&sa=D&ust=1507759643862000&usg=AFQjCNGTgedrzaNbqCcR9izvlQYq05Rzlw%29)
Excel: Microsoft Office Tutorials. (2015). Create a chart from start to finish. Retrieved July 11, 2015 from
Google sheets
IMPORTANT NOTES for students:
Appendix: You will need to create an Appendix (will not count towards your word) in the same document you will submit in which you take a screenshot of your raw data used for each of your figures. You can go something like Figure 1 Raw data, Figure 2 Raw data etc. For your “ready made” one no raw data are requested. Failure to submit the clear screenshots representative of your data WILL impact your grade.
**Be ready to discuss the details of your submission with your peers and instructor in the classroom
Assignment Information
Length:600-800 words EXCLUDING References/Title page
Weight:
15%
THE PDF HAS ALL THE CONTENT NEEDED PLEASE FOLLOW THE PDF AND THE WORDS IVE WRITTEN, IT INVOLVES GETTING VISUALIZATIONS AND HYPOTHESIZING THEM ETC…