Data Analytics

Problem: in 2021, a wildfire burned more than 10,000 acres in Presley, a small c

in 2021, a wildfire burned more than 10,000 acres in Presley, a small city on the edge of Florida’s Everglades. The fire damaged 86 homes, businesses, and other structures and caused over $40 million in damages. Wildfires require certain environmental conditions to spread, but the initial sparks sometimes come from electrical utility equipment and power lines. An investigation found that the origin of the Presley fire was a transmission tower, where one of the rows of hanging insulators had fallen to the ground. The insulators are designed to protect the tower from the electrical current flowing through the power lines, and they are hung with metal rings, called C-hooks. These C-hooks were manufactured by Seaborne Iron Works, Inc, who claims that the hooks should not wear more than 5 mm over a fifty-year lifespan. In cooperation with the power company, an independent investigator was hired by the city of Presley to collect data on a random sample of the C-hooks at various transmission towers in the area. It was found that several of the hooks were eroding at a faster rate than was promised by the Seaborne Iron Works when the local electric company purchased and installed them in the 1979.
The local utility company has blamed Seaborne Iron Works, Inc. for manufacturing parts that have worn prematurely. Civil litigation against the manufacturer has ensued, and a class-action lawsuit has been brought forth. In a class-action lawsuit, a certified group of individuals – a group called Presley Homeowners, in this case – sues the defendant for financial damages. The judge in this case has requested an impartial expert witness, and you have been brought in as a forensic engineer. Forensic engineers investigate the causes of failure in engineering projects ranging from faulty machinery to collapsed buildings. You will analyze the data you have collected and come to a statistically informed conclusion with a confidence level of 99% on whether the C-hooks used on transmission towers in Presley have passed their recommended wear of 5.0 millimeters.
The data provided by the independent investigator is below. Because it would be infeasible to test every C-hook in the area, eight transmission towers (labeled in the first column) were randomly selected, and the level of wear on the six C-hooks on each tower was measured. Does this sample data suggest that the average C-hook supplied by Seaborne Iron Works has passed 5.0 mm in wear?
You will provide your findings in a memorandum addressed to the judge, Tonye Wasilic, and copied to the defense attorney, Michael Solara, and the plaintiffs’ attorney Amena Hernandez. Remember that you are writing to convince the jury.
While the problem statement above is fictional. However, C-hook failures on a transmission tower were the purported cause Links to an external site.of the 2018 Camp Fire in California. The utility company settled with a bankruptcy court and agreed to pay $1 billion in damages from several fires in the area. Below are photographs of the C-hook installations to give you information on the object you will be writing about.
Figure 1: C-hooks are responsible for holding up insulators on towers, which protect the metal tower from electrical current flowing through the power lines.
Source: Gafni, M. & Peele, T. (2018, December 7). If was originally built in 1919. What failed on PG&E tower at heart of Camp Fire probe? The Mercury News. Links to an external site.
Figure 2: The Broken C-Hook determined to have caused the 2018 Camp Fire
Source: Tube Time (2020, September 16) Links to an external site.
Figure 3: A worn C-Hook
Source: Van Derbeken, J (2019, December 7) New images of PG
&E hooks on Camp Fire power line released. NBC Bay Area. Links to an external
Compose Content:
Review and evaluate the problem presented – Using the tools learned in IDL 3 evaluate the problem: what you know, the significance of what you know to the problem, and what information you have that can be used in a statistical problem. Determine the appropriate hypothesis test to use, given what input you have, the problem, and the statistical tools you have learned. Additionally, determine the appropriate use of the null and alternative hypotheses for the problem. If it helps you can sketch a diagram of the problem.
Complete the calculation – Complete the statistical analysis of the problem. Be clear that you understand all of the processes you have completed to get your answer, you will have to document it.
Develop your document for the assigned audience and purpose – As you will have templates to use with many professional documents you will create, this assignment has a format that you must follow – the Legal Memorandum Template. Download the Legal Memorandum Template.This format includes appearance and content. See the Exemplar Download Exemplarfor a visual guide.
Memorandum Header – This section of the document provides the information a reader needs to know to determine if they need to read the rest of the document. It must be consistent in layout and format so that it is easy to read. This section is graded on your ability to follow directions.
TO – The person you have been asked to address the memorandum to. Follow the exemplar, on paper a judge’s title is ‘Honorable’.
Why? This section and the CC section may be addressed to one or more person(s). The amount of information included for each is dependent on an organization’s level of formality and the role of hierarchy in the organization. National culture may also play a role in these decisions, as some may place greater importance on titles (such as Mr., Dr., or General). The person’s role title is often included, as it will dictate what type of information they need from you. Finally, the location of the addressee can be included, when it also suggests the type of information the document will include. When in doubt, it is better to be more formal and include too much information than to find out it was needed but not included.
CC – Emulate the format of the example. The name of each person being addressed is on a new equally indented line.
FROM – Emulate the format of the example. Use your name, your title is Forensic Engineer
DATE – Use the due date of the assignment format as Month, day, year (i.e June 22, 2022).
RE – For a lawsuit, this will have the suit name and then what it is about relative to the lawsuit.
Question Presented – Present specifically, and concisely the question you are being asked to address. This question must include a technical and legal component.
Brief Answer – Present specifically, and concisely the answer you got from your analysis. This answer must include a technical and legal component. The answer will not have details on your analysis or numeric outcomes.
Facts – This section will present the input you were given by presenting the context, the data and its meaning in the context, and how this input allows you to structure an analysis to determine an answer. It will not proceed into the analysis.
Discussion – This section presents the logic on how you analyzed the problem in language a non-technical audience can understand, starting with the most basic reasoning for the use of this analysis for the problem. This section will end with what you found through your analysis and what it means for the case.
Conclusion – This summarizes the entire document ending with the outcome of your analysis and its meaning to the case.
Appendix – This section is on its own page (use ‘insert/page break). For this section type out the mathematics, you used to calculate an answer in detail, ending with the outcome, what it means for the hypothesis test and the case.
This assignment will be completed as a (modified version) of a legal memorandum as documented by CUNY School of Law. (You should not reference their document, as a full legal memorandum is much more complex than what you will be doing.)
Download example
Document Length: Well done documents are generally 3 – 4 pages; 1.5 – 2.5 pages for the main part of the memorandum and 3/4 – 1 page for the appendix. Documents shorter than this are likely not well done.

Health & Medical

In a short paper, address the policies of Montefiore Medical Center. Be sure to

In a short paper, address the policies of Montefiore Medical Center. Be sure to address the following:
Provide a brief summary of the organization’s current policies with regard to the issue it is facing.
To what extent do you feel current organizational policies address the influence of the identified environmental or external factors? Be sure to justify your rationale.
What internal policy changes or new policies do you feel will need to be implemented to more effectively address the issue? Be sure to justify your response.
What role should the healthcare manager assume in terms of guiding strategic planning processes around policy revision or development? Why?
To what extent do the identified key stakeholders influence the strategic planning process in terms of policy change or development?


Question 11 pts Which of the following best describes the advantage of using vec

Question 11 pts
Which of the following best describes the advantage of using vector graphics?
Group of answer choicesClean lines and edgesScalable without losing image quality
Smaller file size comparing to raster graphics
All of the above
Flag question: Question 2Question 21 pts
When using the Pen tool, the shape created will be considered a
Group of answer choicesVector maskPath
Vector drawing
All of the above
None of the above
Flag question: Question 3Question 31 pts
Choose THREE tools in Photoshop to create vector graphics.
Group of answer choicesType ToolPencil Tool
Pen Tool
Custom Shape Tool
Gradient Tool
Rectangular Marquee Tool
Flag question: Question 4Question 41 pts
To establish the color managed environment in digital imaging, you should
Group of answer choicesCalibrate monitorUse appropriate printer profile
Specify color space (color profile) for a digital file
All of the above
Flag question: Question 5Question 51 pts
What is the recommended color profile for an image file that will be viewed online?
Group of answer choices Adobe RGB (1998) ProPhoto RGB
Apple RGB
Flag question: Question 6Question 61 pts
What resolution (PPI) should you use for your file when making an inkjet print?
Group of answer choices72 or 100ppi150 or 200 ppi
240 or 300ppi
None of the above
Flag question: Question 7Question 71 pts
What does this histogram illustrate about an image?

Group of answer choicesDarkLight
High contrast
Low contrast
Flag question: Question 8Question 81 pts
What do masks do?
Group of answer choicesIsolate and protect parts of an imageAllows one to edit specific areas of an image
Gives the user the ability to save selections as an alpha channel
All the above
Flag question: Question 9Question 91 pts
can be used for getting specific color information (RGB, CMYK, etc…) of areas in an image . It can be useful for in Photoshop. These color-sampled areas can be used as reference points to determine how the image is.
Choose the correct terms from the following list.
Adobe Camera Raw
adjustment layers
color correction
Color Sampler Tool
numerically neutral
Flag question: Question 10Question 101 pts
If an image is too blue overall, which color should you add to make it neutral and white balanced?
Group of answer choicesGreenYellow
Flag question: Question 11Question 111 pts
Choose correct characteristics when comparing 8 bit and 16 bit files.
Group of answer choicessmaller in size [ Choose ] 8 bit file 16 bit file
larger in size
[ Choose ] 8 bit file 16 bit file
more tones
[ Choose ] 8 bit file 16 bit file
less tones
[ Choose ] 8 bit file 16 bit file
Good for web use
[ Choose ] 8 bit file 16 bit file
Good for printing
[ Choose ] 8 bit file 16 bit file

Macro Economics

Click here to watch the video and answer the questions below. What is the gold s

Click here to watch the video and answer the questions below.
What is the gold standard?
What was the value of the dollar worth before WWI?
How does a gold standard work? That is, how did an individual do its banking under the
gold standard?
Why did the US leave the gold standard?
The US gradually left the gold standard. List the two major times in history when this
What are the advantages AND disadvantages of being on a gold standard?
In your opinion, should the U.S. go back to a gold standard? Explain. Minimum 5


create a template for a plan to reduce ABC Company employment by 25% from 2,500

create a template for a plan to reduce ABC Company employment by 25% from 2,500 employees. ABC is located in Troy, Alabama. The assignment must, at a minimum, include the following:
-Determination of HOW employees will be selected for layoff, including any applicable laws and protections that must be considered by the employer.
-Description of your recommendation of how to perform this layoff (may consider providing a list of steps) to protect the company.
-Justification for whether you will or will not provide a severance package for employees (don’t be afraid to be creative or use your own experiences here).


Evaluate the secondary data available from various sources. Data source evaluati

Evaluate the secondary data available from various sources. Data source evaluations should include:
secondary data source name and website/location of data/information
data collectors (e.g., publishers) and rationale for collecting the data/information
data collection period
description of the collection’s contents
explanation of the how the data collection may be used in the project
Please provide a minimum of 500 words for this assignment; evaluate at least 4 sources.


Outline Template IntroductionPhysician assisted suicide or Euthanasia is when a

Outline Template
IntroductionPhysician assisted suicide or Euthanasia is when a person with a terminal illness chooses lethal medication to end their life
Body Paragraph 1 – Technical aspects of your topic Topic Sentence: Doctor-aided suicide or euthanasia is among the most discussed topics worldwide, particularly in Europe and North America. These issues will explore acceptance of PSA and its regulations when dealing with decisions about the end of life.Supporting detail 1: patient autonomy
Supporting detail 2 relieves patient suffering
Supporting detail 3 allows the patient to choose how their life will end.

Body Paragraph 2 – Description of public policy debates surrounding your topicParagraph Transition euthanasia and physician-assisted suicide argue that in some circumstances living is worse than dying
Topic Sentence: However, legalizing euthanasia/ PSA provides relief to patients suffering from terminal illnessesSupporting detail 1 Patients should have the right to decide what is best for themselves including physician assisted suicide when the pain is unending
Supporting detail 2 patients have the right to refuse medication, they should be allowed to request for medical interventions that are capable of directly causing death
Supporting detail 3 Medical professionals should be open to assisting their patients with physician assisted suicide

Body Paragraph 3 – Supporting ArgumentsParagraph Transition therefore legalizing PSA or euthanasia will provide patients with a sense of relief knowing they can end the suffering when they are ready
Topic Sentence:Supporting detail 1 legalization of euthanasia explain that administering euthanasia provides relief to patients suffering from terminal illnesses
Supporting detail 2 framework and foundation of medicine is its role in relieving pain and helping sick people
Supporting detail 3 that providing relief for suffering patients via lethal ingestion is compassionate and humane

Body Paragraph 4 – Arguments AgainstParagraph Transition: most doctors are against this act terming is unethical and morally wrong.
Topic Sentence: Nonetheless many physicians have stated it is unethical as it goes against the Hippocratic principlesSupporting detail 1 the killing act is wrong and unethical

Supporting detail 2 losing autonomy.
Supporting detail 3 goes against religious values and beliefs
Opinion and ConclusionTransition: Many debates on physician assisted suicide continues even in the modern world
Statement of Opinion: Physician-assisted suicide is painless and fast. Upholds duty of care associated with the medical field maintaining respect for autonomy and helping with relieving pain.

References – In APA format (References on separate page)Include at least three outside references and cite within your outline
Braverman, Derek W., et al. “Health care professionals’ attitudes about physician-assisted death: an analysis of their justifications and the roles of terminology and patient competency.”Journal of Pain and Symptom Management
Kim, Scott YH. “Lives not worth living in modern euthanasia regimes.” Journal of Policy and Practice in Intellectual Disabilities
This week you will submit the final publish of your term paper. Your term paper should:
Discuss the technical aspects of your topic in general terms.
Discuss the public policy debates relevant to the topic you choose. This section should cover arguments that favor and oppose the use of the techniques or products.
Express your personal opinion regarding the topic’s importance and the validity of the pro and con arguments.
Your submission must include:
A title page
The body of the paper, which includes 4–6 content pages of a professionally written text
At least three references from textbooks, websites, and articles that provide adequate justification and support your claim
Subheadings (technical aspects, public policy, and personal opinion/conclusion)
Appropriate in-text citations throughout the paper
A reference list with only the sources used in the body of the paper (All sources should be less than five years old unless recent research is not available, and at least one reference must be a peer-reviewed article from a professional journal. Do not use Wikipedia or an encyclopedia as they are not considered reliable academic sources and will not be accepted.)
APA style formatting throughout your paper
Review the rubric for specific grading criteria.
Points: 100
Signature Assignment Final Paper
Signature Assignment Final Paper
This criterion is linked to a Learning OutcomeContent
50 to >39.5 ptsMeets Expectations
Paper demonstrates that the author fully understands and has applied course concepts.Paper includes several high quality, thought- provoking ideas.Topic is focused narrowly enough for the scope of the assignment.
39.5 to >29.5 ptsApproaches Expectations
Paper does not demonstrate that the author fully understands and has applied course concepts.Paper includes few, if any, thought-provoking ideas or unique insights to the discussion.Topic is not focused narrowly enough for the scope of the assignment.
29.5 to >0 ptsDoes Not Meet Expectations
The paper indicates no understanding of the concepts in the course.The paper lacks any exploration of the subject by the author.The topic is unclear or too broad for the scope of the assignment.
50 pts
This criterion is linked to a Learning OutcomeOrganization/
20 to >15.8 ptsMeets Expectations
Connections among subtopics and the thesis/topic are clear without being repetitive or redundant. Concluding remarks demonstrate analysis and synthesis of ideas.Writing and integration of source materials is eloquent and skillful.
15.8 to >11.8 ptsApproaches Expectations
Connections among subtopics are missing or forced.Conclusion is unclear or disconnected from the topic.Writing and integration of source materials is awkward or confusing.
11.8 to >0 ptsDoes Not Meet Expectations
Connections among subtopics are missing. Subtopics are not presented.Conclusion is missing or disconnected from the topic.Writing lacks skill. Sources are not present.
20 pts
This criterion is linked to a Learning OutcomeSupporting Evidence/Research
20 to >15.8 ptsMeets Expectations
Three or more appropriate sources are completely and eloquently integrated throughout the paper.At least one source is from credible, scholarly, peer-reviewed materials.Detailed, meaningful quotations and paraphrases aptly and accurately support the topic.
15.8 to >11.8 ptsApproaches Expectations
Fewer than three appropriate sources are used.At least one source is from credible, scholarly, peer-reviewed materials.Quotations and paraphrases are lacking or do not support several subtopics.
11.8 to >0 ptsDoes Not Meet Expectations
Sources are missing.Paper lacks quotations and paraphrases.
20 pts
This criterion is linked to a Learning OutcomeMechanics and APA Formatting
10 to >7.9 ptsMeets Expectations
The assignment consistently follows current APA format and is free from errors in formatting, citation, and references. No grammatical, spelling, or punctuation errors. All sources are cited and referenced correctly.
7.9 to >5.9 ptsApproaches Expectations
The assignment does not follow current APA format and/or has many grammatical, spelling, or punctuation errors.Many sources are cited and referenced incorrectly, or citations and references are missing where needed.
5.9 to >0 ptsDoes Not Meet Expectations
No attempt to follow APA format is indicated. Sources are not used and/or there is no reference page.Mechanical errors significantly interfere with the readability of the paper.
10 pts
Total Points: 100


Identify some of the needs and wants you have established right now in your life

Identify some of the needs and wants you have established right now in your life. What are you doing now to satisfy them?
Discuss this statement: Each of us becomes what we think about.
Discuss this statement: if you can’t appreciate what you have, your achievements will feel hollow.
Please write 5 different paragraphs for each, total 15, write your own words


Purposes of the Assignment: —- To expand our exploration of LGBT legislation as

Purposes of the Assignment:
—- To expand our exploration of LGBT legislation as touched upon in Mark Segal’s memoir and his recent lecture at Elmhurst University in light of a very recent Congressional bill.
—- To think critically about a controversial issue in our society today.
—- To articulate complex arguments.
Read the H.R. Bill cited as “ Stop the Sexualization of Children Act.”
Explore the controversy over the newly proposed House of Representatives bill entitled “Stop the Sexualization of Children Act” by reading two or more articles from different viewpoints. (See the media bias chart. Use our library or other libraries’ databases to find appropriate articles.)
Then do ONE of the following in 1200 words:
Write a “white paper”* (see definition below) that lays out the arguments on each side with the intent of creating a useful resource for voters to be informed in the issue. This type of document tries to maintain as neutral a stance as possible.
Write a letter to your own Congressperson (address them by name or look them up if you are unsure of your current U. S. Congressional representative) arguing for them to vote for or against the bill, if it is brought to a vote on the floor. Be careful to offer sound arguments for your position, including rebutting counter-arguments; quote outside materials to help support your position, as needed.
NOTE: In either case provide a reference list for the articles you consulted.



1250-words in length (approx. 4.5 pages)
12 pt font
Times New Roman (or another standard typeface)
1-inch margins
Proper citationsDo not plagiarize. Papers will be reviewed using
Limited grammatical mistakes
Use of the first-person pronoun ‘I’ is OK
Must include:A title
An introduction that presents a clear and concise thesis, which states some position for which you will argue for in your paper.
Body paragraphs that provide an adequate summary of the argument(s), position(s), and terms relevant for your chosen topic, as well as reasons in defense of your stated thesis and consideration of some possible objection(s) to your argument(s) or thesis.
A conclusion that might re-summarize your paper in different terms, acknowledge some limitations of your argument or further questions that need to be addressed, or indicate to the reader some possible, broader implications of the views at stake in your paper.