Essential Guide To Data Science Application - MyAssignmenthelp.com

Question: Talk about the Essential Guide To Data Science Application. Answer: Presentation The Industrial Internet venture, a data driven arrangement, is proposed by General Electric to meet its machines, information and the web in one association with give ongoing investigation (MIT Sloan Management Review., 2018). The General Electric is a global organization with shifted organizations having various kinds of divisions and activities. The organization has four topics for which they need to give availability to all applications to get to them at a solitary time. The venture is to be created to give as a remote framework as well as powerful and secure at all conditions. The report centers around giving coordination by General Electric to deal with its data framework and information in Industrial Internet venture. The report additionally centers around clarifications dependent on EAI RA layouts and cloud choices and appropriateness. The layout of the report is clarification dependent on design review and segment relationship chart of EAI RA formats, data the executives and joining procedures, and cloud foundation technique, application and administration coordination methodologies and suggestions. Conversation The organization has proposed Industrial Internet for the most part ventures, for example, oil and gas, power age and medicinal services offices where framework disappointments and spontaneous personal time are visit. These conditions can bring about high-hazard circumstances and now and then dangerous circumstances. The Industrial Internet has incredible activities which can distinguish disappointments and basic circumstances and result in sparing the organization from losing data (Digital and Things, 2018). The organization made its own product that is Predix to address the requirements of organization regarding computerized advancement. The task is clarified through EAI RA formats that are design outline graph and segment relationship chart. Different angles are additionally talked about and they are procedures for coordination of numerous information sources utilized for various purposes by various groups, reasonableness of different cloud foundation and mix of administrations an d applications. EAI RA Templates Engineering Overview Diagram Segment Relationship Diagram Data Management and Integration The current situation of organizations receiving information examination are for dynamic purposes for their own organization continuously condition. The organization needs to remove bits of knowledge from information in operational zones, for example, deals office, money office, showcasing office, obtainment office and different divisions. These divisions need to have its own objectives for progress and examination of information created and incorporated in every office (Shmueli et al., 2015). The information in every division should be isolated from different offices to guarantee security, protection and information penetrates. This should be begun by taking a gander at each group independently as for progress that characterizes every office. The model incorporates volume of leads made by advertising division group to be given to deals office group for by and large objective of the organization. The following model is that business division group looks on the other hand to what in p articular advertising office group searches for progress and that is they take a gander at volume of arrangements made and changed over to new organizations. The data innovation division group hopes to help more prominent utilization of information examination and turns the business procedure increasingly fruitful in getting the correct us of information in the organization. The information sources are, for example, organizing information sources including web investigation, showcasing robotization information and CRM information. The information sources are media, cloud, web, IoT, databases in organization (Talia, 2013). The media is the most well known wellspring of information examination in the organization. This source is found in each organization and it incorporates Google, Facebook, Twitter, YouTube and Instagram. This media assists with getting a knowledge of shopper inclinations and changing patterns these days. The following is distributed storage which is received by the majority of the organizations these days. Distributed storage incorporates organized and unstructured information which is produced. Distributed storage gives open and private mists which are sourced to make and effective and affordable information sources in the organization. The following is web information source. The open web creates information sources in the organization. The open web is utilized to give free and speedy data and assorted ease of use to the organization. The open web information gives organization to appreciate the influence of information without building up their own framework (Baesens, 2014). The following one is IoT. IoT is web of things which is a significant wellspring of information investigation in the organization and it is machine produced content. This is typically created from the sensors in the organization that are associated with electronic gadget in web of things. Databases information sources are the significant source in the organization as d atabase is required in each viewpoint and portions in organization. The databases make ready for low speculation and data innovation costs. Database sources are organized as these are orchestrated officially and can be extricated with no problem. There are five parts in information system and they are ID, stockpiling, arrangement, joining and overseeing. The distinguishing proof is finished by developing and sharing information over the organization whether organized or unstructured substance. The capacity is essential to recover information in future for different purposes in the organization (Jaseena and David, 2014). The two kinds of information that are put away are inner, for instance client subtleties, and outer, for instance outsider information. The information is put away in discrete areas from where the information can be effortlessly gotten to by the organization in future without making any duplicate and any abuse. The arrangement is that all information must be bundled and arranged for effective sharing among the companys workforce for standard business process. The coordination of information is expensive in organization as it includes information extraction change or stacking process as well as moving and joini ng information over the framework (Davenport and Dych, 2013). The overseeing is to build up, oversee and impart data approaches and systems for powerful utilization of information over the organization. The information mix is trying for data innovation division in organizations because of significant expense. The information incorporation work fills in as every application makes its own reconciliation rationale and the information contained in every application contrast over every application in the organization (Gal, 2015). The information sources, for example, customer information, evaluating information, deals information and customer contacts information are seen and esteemed by various applications, for example, deals division and crusade the executives office. Application and Data Storage Infrastructure Design The distributed storage is the most important resource for each organization. The diverse help models of distributed storage are IaaS, PaaS and SaaS (Rittinghouse and Ransome, 2016). The distinctive arrangement models are private cloud, open cloud, network cloud and mixture cloud. The private cloud is where the administrations and foundation are kept up and proficiently oversaw by the organization or outsider individual. The open cloud is where the administrations put away off-webpage and it is gotten to over the web by the organization. The people group cloud is the one which exists where different associations share access to a specific private cloud having comparative security capacities and contemplations. The half and half cloud is where organization exploits both private and open cloud administrations for its activities (Herbst, Kounev and Reussner, 2013). The administration model IaaS is Infrastructure as a Service is purchasing or leasing companys PC framework force and circl e space frm outside suppliers for business use. SaaS is Software as a Service and it is the most widely recognized among different models in organizations as it is gotten to utilizing a program on the web (Mishra et al., 2013). PaaS is Platform as a Service is depicted as a hybrid of both SaaS and IaaS administration models. The appropriateness of distributed storage models depend on administrations and tasks. SaaS is the most recognizable and available help for clients in genuine world. SaaS is fundamentally used to decrease the expense of organization by evacuating specialized staff to oversee introduce, oversee and update programming and furthermore cost of authorizing programming is diminished. This is utilized on membership based model. PaaS is gives stage to programming to be created and conveyed for organization. PaaS gives a domain where customers can manage server programming just as server equipment effectively (Wang et al., 2017). This gives adaptability to the organization on business side. PaaS extends its administrations when request develops for assets in organization. IaaS is utilized for organization where they have to have full oversight over their high performing applications when there is scaling up or down depends on traffic systems. The cloud receptions in General Electric were because of six reasons (The cloud advantage, 2015). They are speed in execution and advancement, start to finish security, low costs, capacity to scale, omnipresent and worldwide perceivability and disappointment of separation with miniaturized scale administrations. The speed gave by distributed storage is proficient and fast. The security gave by distributed storage is quick as they fix the open to most recent updates every now and again with diminished varieties. The lower cost of distributed storage is because of decrease in enormous size of huge information stage. The capacity to size of distributed storage is progressed and clear ways for clients and organizations to determine the perfect sum that is required for their utilization by scaling all over dependent on necessity changes. The universal and worldwide perceivability of distributed storage is to give activity past the geological limits for worldwide business advancements and tasks. The disappointment disconnection with miniaturized scale administrations of

Cardiovascular Case Study: Atrial Septal Defect

Atrial Septal Defect(ASD) is a huge issue concerning the heart in its general capacity. At the point when the heart, being the center of the cardiovascular framework, has issues; it impacts the remainder of the body subsequently. The center of the issue dwells in the atrial septum. Typically the heart is isolated into four separate chambers. However, an individual with atrial septal deformity has an atrial septum that permits the blood from the left half of the heart once again into the correct side. This outcomes in expanded aspiratory blood stream and diastolic over-burden of the privilege ventricle.By having this consistent left-to-right shunt, it can adjust the pneumonic vascular opposition prompting hypertension or even the inversion of the shunt itself. There are three kinds of Atrial Septal Defects: ostium secundum, ostium primum, and sinus venosus. The opening of the atrial septum might be little, on the check of the foramen ovale neglecting to close; or huge, when the septum is totally missing from the heart itself. There is an extremely intelligent clarification between Ryans failure to put on weight, just as not checking out food during meals.His body can't develop typically in light of the fact that the trading of supplements and waste items in his body is totally insufficient. He isn't retaining the sufficient measure of supplements that his body needs. Him being 11-months old, this causes an immense issue since sustenance is critical. His heart is working less proficiently, which makes the blood going all through his body hence inadequate too. The entirety of the frameworks in Ryans body will be influenced by his conclusion of Atrial Septal Defect. Ryans development and improvement isn't suitable for his age.Ryan was conceived gauging 7lbs, and now, after 11 months he is 15. 4 lbs. He is near being a 1 year old, and his introduction to the world weight ought to be somewhat less that triple the sum that he was during childbirth. Ryan ought to be ar ound 21 lbs at his present age, leaving around a 5-6 lb shortfall. Ryans guardians expressed that he doesn't slither or endeavor to stand on account of the way that he escapes breath without any problem. This is being brought about by the Atrial Septal Defect. Everything he can do is sit unsupported, which he ought to have had the option to do at 8 months.At 11 months old, Ryan ought to have the option to stand upstanding clutching a grown-ups hand, just as feed himself finger nourishments and drink from a sippy cup. He ought to have the option to pull himself up to a standing situation too. Likewise, dozing subsequent to eating is only a sign of how much vitality it is for him to finish a dinner, which is making him uninterested in food by and large. Once more, these variables appear to be influenced by his present analysis. Ryan is presently on Digoxin 200 micrograms and Furosemide 10 mg q day.He is recommended Digoxin since this drug builds by and large cardiovascular yield just as easing back the pulse. This is useful for Ryan, in light of the fact that now he isn't accepting the fitting measure of yield required for his development and advancement. Furosemide is a diuretic that regards liquid maintenance just as hypertension. This is significant in light of the fact that when there is an imperfection with the heart, pneumonic issues may happen when liquid maintenance starts. Additionally, Ryan is at present inclined to hypertension due to his condition. Ryans current Potassium level was at a 2. 9 mml/L.Adequate levels of Potassium contrasted with his age ought to be at 3. 3-4. 7 mmol/L. Too little Potassium influences the hearts recurrence just as constrictions. His Digoxin levels were tried to check whether the medicine was getting harmful. He was at a 2. 6 ng/ml which is in as far as possible, yet insufficient to be viewed as poisonous. Here are a few instances of nursing determination's that patients like Ryan would have: Risk for lacking liquid volume identified with preoperative the runs. Debilitated nourishment; not as much as body necessities. Diminished heart yield identified with previous trade off in cardiovascular function.Fatigue identified with diminished heart yield. Nursing Diagnosis' for Ryan Post Operative would be: Risk for disease identified with careful entry point. Intense torment identified with post usable medical procedure. Hindered verbal correspondence identified with age. Hazard for goal identified with fixed status. Instructing is such an indispensable segment in guaranteeing that all patients are completely mindful of their ailment. Ryan, being a multi month old, the instructing must go to his folks. They should be provided data about Atrial Septal Defect, medical procedures included, and the guess when completed.They will require explicit data about the drugs that Ryan will be on. They should know about the prescriptions activities, reactions, and potential indications of harmfulness/sensitivities. If R yan somehow managed to have medical procedure, they would should be instructed how to think about the cut appropriately to evade disease. They should know the signs and side effects of disease. Last, they should guarantee that they are continually advancing legitimate development and improvement with Ryan, so a day by day plan must be made. That incorporates exercises, diet, and so on.

End of Life Issues: Do Not Resuscitate Order Essay

Try not to Resuscitate (DNR) request goes about as a development order that forestalls life sparing mediations, explicitly Cardiopulmonary Resuscitation (CPR), upon quiet solicitation. As indicated by Morton, Hudak and Fontaine (2004), DNR orders are normally being regulated to terminal patients with join assent marked by the patient or agents (if uncouth patients) (p. 95). When the DNR request has been made and marked in a composed archive, the emergency clinic strategies could possibly lead audit inside 24 to 72 hours. As indicated by Morton, Hudak and Fontaine (2004), audit is being done so as to forestall potential mistakes or irregularities with respect to the patient or representative’s condition (95). DNR request is normally mentioned by the proxy/quiet who might yet be in terminal phase of affliction, or being suggested by medicinal services supplier when no treatment is conceivable or the state of the patient is irreversible. As indicated by Orenstein and Stern (1997), DNR request damages different moral standards, for example, (1) value or giving the most extreme great to the patient, (2) abuses the basic motivation behind social insurance to spare lives, and (3) estimation of life and potential for endurance (p. 363). The planned motivation behind human services is to give care, to start suitable life-sparing mediations, and to debilitate each conceivable asset or intercession that can spare a person’s life (Fink, 2004 p. 230). Considering the real components for achieving DNR requests, patient or substitute can completely demand for this under their will and individual judgment; albeit, a few foundations survey this solicitation, the privilege of the patient’s self-rule promotes the usage of the request, which in the long run abuses the fundamental rule of social insurance (Lo, 2005 p. 121). In spite of the basic use of DNR request, issues exist inside the application and usage of this approach. These issues incorporate (1) wrong dynamic of most patients mentioning DNR, (2) basically restrains the chance of life sparing intercessions or further mitigations of the condition, (3) debilitates the viability and productivity of careful tasks whenever required, (4) expanded frequency of death among DNR patients paying little heed to death possibilities, and (5) expanded wellbeing costs because of longer medical clinic stays, palliative mediations and passing on inside emergency clinic premises. Conversation Indeed, even without the affirmation of irreversible condition or real proof that no human services alternatives exist, the patient is allowed the chance to force DNR arranges in response to popular demand, which in the long run gets injurious in nature and basically challenges the motivation behind social insurance (Orenstein and Stern, 1997 p. 363). To legitimize the first refered to issue of DNR (I. e. hazardous patient-dynamic for DNR demand), According to Watcher, Goldman and Hollander (2005), most patients who eventually get DNR orders are capable at the hour of affirmation, yet not skilled (e. g. encountering shortfalls in cognizance, under disarray, encountering extreme agony, and so on ) when the DNR request is at last composed (p. 123). In the investigation of Haidet, Hamel and Davis et al. (1998), even with doctor or parental conversation of DNR end-of-life care, patients with colorectal malignancy have put together their choices fundamentally with respect to individual instincts of anguish and agony without the thought of potential life sparing treatment of their condition (63%; n=212 of 339 respondents). From these announcements, patients/proxy leaders most usually base the choices of their finish of-life care because of the torment and experienced enduring paying little mind to conceivable clinical mediations accessible or phase of ailment. For the subsequent contention (constrains the chance of life sparing intercessions), as indicated by the investigation of Beach and Morrison (2002), the nearness of a DNR request influences the physicians’ activities and judgment on whether to demand an assortment of medicines not identified with CPR. In the investigation, doctors completely consented to start lesser intercessions for patient’s with DNR request than patients who don't have (First test: 4. 2 versus 5. 0, P =. 008; Second test: 6. 5 versus 7. 1, P =. 004; Third Test: 5. 7 versus 6. 2, P =. 037). Related to the following contention (debilitates the adequacy and proficiency of careful activities), DNR orders develops hesitance of doctors in giving careful or obtrusive systems. As indicated by Watcher, Goldman and Hollander (2005), general sedation, cognizant sedation and obtrusive techniques can incredibly hasten the requirement for formal revival. In the event that DNR request is available, careful activity can be extremely troublesome and hazardous considering the constraints put on resuscitative mediations (p. 123). Thinking about such case, DNR patients who demand of procuring medical procedure (e. g. careful tasks for gut hindrances, relief from discomfort, and so forth. ) are confronting basically at-gambled tasks. Considering the fourth issue of DNR patients (expanded occurrence of death among DNR patients), in the investigation of Shepardson, Youngner and Speroff (1999) with the populace size of 13,337 successive stroke confirmations with 22% (n=2898) DNR patients in 30 clinics between 1991 to 1994, unadjusted in-medical clinic death rates are higher in patients with DNR orders than in patients without orders (40% versus 2%, P < 0. 001). In the interim, the aftereffects of the investigation with balanced chances of death show 33. 9 (95% CI, 27. 4-42. 0). All in all, danger of death is clearly higher among those patients with DNR arranges much in the wake of altering the chances of death. Obviously, DNR orders limit potential life-sparing intercessions just as palliative surgeries that can additionally reduce the misery and agony of the patient in the most suitable methods. Concerning the last contention of the paper (expanded wellbeing expenses of DNR patients contrasted with those without), as per the investigation of Maksoud, Jahnigen and Skibinsski (1993), patients biting the dust under DNR arranges incredibly increment the medicinal services costs because of (1) longer times of clinic remain, (2) genuine demise inside the emergency clinic and (3) palliative measures being done to ease or if nothing else limit the agony and enduring of the patient all through the procedure. As per the examination, normal charges for every patient who passed on were $61,215 with $10,631 for those conceded with a DNR request, and $73,055 for the individuals who had a DNR request made in clinic (Maksoud, Jahnigen and Skibinsski, 1993). References Sea shore, M. C. , and Morrison, R. S. (2002, December). The impact of don't revive arranges on doctor dynamic. Diary of American Geriatric Society, 50, 2057-2061. Fink, A. (2004). Assessment Fundamentals: Insights Into the Outcomes, Effectiveness, and Quality of Health Programs. London, New York: SAGE Publishing. Haidet, P. , Hamel, M. B. , and Davis et al. , R. B. (1998, September). Results, inclinations for revival, and doctor quiet correspondence among patients with metastatic colorectal malignancy. Diary of American Medicine, 105, 222-229. Maksoud, A. , Jahnigen, W. , and Skibinski , C. I. (1993, May). Try not to revive orders and the expense of death. Files of Internal Medicine, 153, 1249-1253. Morton, P. , Hudak, C. M. , and Fontaine, D. (2004). Basic Care Nursing: A Holistic Approach. New York, U. S. A: Lippincott Williams and Wilkins. Orenstein, D. M. , and Stern, R. C. (1997). Treatment of the Hospitalized Cystic Fibrosis Patient. New York, U. S. An: Informa Health Care. Shepardson, L. B. , Youngner, S. J. , and Speroff, T. (1999, August). Expanded Risk of Death in Patients With Do-Not-Resuscitate Orders. Diary of Medical Care Section, 37, 727-737. Wachter, R. M. , Goldman, L. , and Hollander, H. (2005). Emergency clinic Medicine. New York, U. S. A: Lippincott Williams and Wilkins.

Financial Management Essay Example | Topics and Well Written Essays - 1000 words - 7

Money related Management - Essay Example This paper talks about on whether the capital resource evaluating model offers the correct proof on where financial specialists can get an incentive for their cash. There are two sorts of dangers that any financial specialist fears and should consider when wanting to underwrite in a given market. These incorporate the efficient and unsystematic dangers (Resource Center, 2013 n.p). The methodical hazard is what is identified with the entire market and over which the speculator has not control. This sort of hazard hugy affects the measure of profits that a financial specialist ought to anticipate. The CAPM unveils this sort of hazard to the financial specialist and makes him mindful on what's in store (Resource Center, 2013 n.p). It incorporates the downturn, the dynamic idea of loan costs and other common marvel that the financial specialist would have no power over. The unsystematic dangers, then again, are explicit to ventures and can be taken care of by the financial specialist. He knows about this sort of hazard and has gotten ready for it. As indicated by the capital resource evaluating model, beta is the proportion of the hazard that any stock venture is presented to (Shapiro, 2006 p7). It shows the connection between the market and the stock by indicating how the dynamic change in the market influences the profits from the stock venture (Shapiro, 2006 p7). It is done, over a specific timeframe, to decide how the here and there development of the market influences the all over development of the stock costs. Hence, beta gives the truly necessary responses to the hazard return relationship (Shapiro, 2006 p15). Value is all that remaining parts after all the costs of a financial specialist have been totally dealt with, and when all the costs have been settled, and there is lingering surviving from the benefits (Perold, 2004 p12). The capital resource evaluating model does an arrival hazard appraisal of the monetary protections of a speculator and presumes that values are the most dangerous resources, and their premium is high (Perold, 2004 p13). The CAPM says

The Right Essay Topics on Evolution

The Right Essay Topics on EvolutionYou may be aware of many of the best essay topics on evolution. There are some interesting aspects to this topic and many would like to discuss it with their instructor's. Maybe you're new to the subject matter or perhaps you're an evolution enthusiast who wants to share your knowledge with others. Perhaps you just want to have a light discussion with your instructor about this topic.Getting an assignment that's easy is the easiest option but many don't choose to do so. When it comes to essays, some students have no idea how to write one and others have a difficult time conceptualizing the topic in a way that makes sense. Many people can't think of a good topic but others have really good ideas.Then there are those students who have a hard time thinking of a topic or they decide to choose a topic on the Internet. What is the point of choosing essay topics that can be easily found online? You can find any topic you want for a cheaper price online. Th ese online essay topics can sometimes be taken and changed to fit your topic.What if you're not sure of the topic you want to write about? How can you make sure you choose a topic that is easy to write about? In order to avoid a boring essay or a poorly constructed one, you should know what you're writing about. Before you begin writing your essay, you need to have a list of topics you're interested in.For instance, if you're writing a college-level essay, you should know the common schools of thought on evolution. The important thing is you should take note of them. The only reason why you will need to research topics is to write the essay within a specific time frame and to know what it is that you're writing about.Then you can start writing the essay based on the topic you know about. It helps if you can answer questions such as these. How should you construct your argument? How will you know if the topic is good enough for your course?As for the topic, you should know the topic well. If you don't, then you should read your textbooks and check out the different ideas and terms used throughout the text. If you already know about the topic and you're able to formulate an argument based on that knowledge, then you should know that you can tackle other topics as well.Your essay topics on evolution may not be as different as you think. You may not realize that the arguments you read in your texts are based on the same theories that you'll be using. This means that if you can use your skills in various areas of study, then you should be able to include a number of arguments that aren't directly linked to evolution in your topic. There are many ways to write essay topics but it all comes down to having a good and thorough knowledge of the topic you're researching.

Application Agonies

One weekend afternoon I sat down at my desk with one objective: to finish as many of my college applications as possible. This was difficult considering I hadn't actually decided where I wanted to go, although I had a tentative list of four or five schools. I also began to wonder, while looking at the pile of paperwork, whether the answers to the simple questions in the applications really give admission officers an accurate view of me as a person. So I don't have any work experience; would they hold that against me? Do my extracurricular activities really have that much of a bearing on my chances of acceptance?I realize that, since sophomore year, I became acutely aware of "application embellishment," as I began rating my extracurricular activities based on whether or not they'd look good on my application. I cringe to admit (and I am sure that there are many of you out there who know exactly what I am talking about) that it soon became a driving force behind my sudden inclination t o become involved in a large number of clubs. Yet in my defense, it was not the only force.But I digress; here I sat surrounded by applications armed with a pen, white-out, Fiske's Guide to Colleges and a list of extracurricular activities. But what will those really say about me ... or anyone else who applies to college? I suppose that is where the dreaded essays come into play.I stared for a very long time at the questions they posed, and felt the pressure, as the Dean of Admissions at Yale put it, "to describe yourself in your own terms." He does realize, though, that "the kind of brief, self-descriptive essays that we request are often quite difficult to write." I somehow doubt he can identify with the thousands of applicants sweating over essay topics.At this point, I felt too overwhelmed to sit down and write, so I moved on to the next part - teacher recommendations. While I can see why these are necessary, I still feel guilty asking a teacher to take time to compose a letter , hopefully saying that I would be a good addition to the freshman class of Whatever University. And the feeling of guilt is multiplied when you know there are one or two teachers in high demand - whom you planned on asking.Applying, in its entirety, is a bad thing. And if I didn't need a post-secondary school education, I'd do away with applying anywhere and become acquainted with a local fast-food chain. If I could change the process, I'd draw the admissions officers a nice picture, send them a large box of Godiva chocolates and then ask nicely if I could attend their school. But unfortunately, it doesn't work that way, and I'll have to be content with filling out applications the old-fashioned way. Good luck to my fellow applicants, and best wishes for your acceptance! v

Water Contamination Is Defined By The Safe Drinking Water...

Water contamination is defined by the Safe Drinking Water Act (ADWA) refers to the presence or rather the introduction of physical, chemical, biological or radiological substances or matter in water (EPA, 2016). Some drinking water may practically contain a given amount of contaminants that have been proven unsafe. However, it is quite difficult to determine the presence of the contaminants just by the sheer look unless proper techniques are employed. Measures should be implemented to control water contamination to avoid health risks. The United States is heading to Third World country status in warp speed after the findings of the Flint water crisis. Have you ever imagined that the United States would have an issue of water contamination within our own water supply systems? The Flint water crisis was an act of ignorance and a water war between City of Flint and Detroit Water and Sewerage Department (DWSD). The greatest water war in Michigan’s history was contributed to vast pollutions of water. In April 2014, Flint started using the Flint River as it new water source. A state expert said, The quality of the water being put out meets all of our drinking water standards, and Flint water is safe to drink† (Bosman, J., Davey, M., Smith, M., 2016). General Motors plant in Flint, Michigan also complained that the water was corroding new car parts and even stopped using Flint water in October 2014. Flint water contributed to the mass poisoning of over 100,000 Flint