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COVID19 ANALYZER
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1902 COVID19 ANALYZER Yadav Shiykhar1, Yash Raj Singh Bisht2, Vaibhav Rastogi3 , Monika Rani4 1,2,3,4Dept. of Computer Science and Engineering, Krishna Engineering College, Ghaziabad, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - In 2019, COVID-19 immediately spread across the world, tainting billions of individuals and disturbing the ordinary existence of residents in each country. States, associations, and examination organizations all around the world are devoting tremendous assets to explore compelling methodologies to battle this quickly spreading infection. With infection testing, most nations distribute the quantity of affirmed cases, dead cases, recuperated cases, and areas regularly through different channels and structures. This significant information source has empowered specialists worldwide to perform distinctive COVID-19 logical investigations like displaying this present infection spreading designs, creating avoidance systems, andconcentratingon the effect of COVID-19 on different parts of society. However, one significant problem is that there is no normalized, refreshed, and great information item that covers COVID-19 cases information universally. This is on the grounds that various nations many distribute their information through novel channels and at various time spans which hinders individuals from getting vital information all together at one place. Although existing solutions such as, Aarogya setu and Mahindra Ecole Centrale Covid-19 tracker are broadly utilized, it is hard for clients to get to every one of the information and redo that informationaspertheirnecessities. To address this challenge, COVID19 Analyzer is created using HTML, CSS, JAVASCRIPT, REACT. Thisapplicationdepictsdaily disease trends in India to improve the accessibility of basic COVID-19 related information aroundtheworld, especially for the general public and policymakers without a data science background. This application can be further extended to fulfil other purposes with its open-source nature. Key Words: REQUEST, REPLY, DOM, REDUX, PROPS, COMPONENTS, HOOKS 1. INTRODUCTION In December 2019, a small incidence of pneumonia was reported in Wuhan, China, due to unclear causes. Serious acute respiratory syndrome coronavirus was the disease's original name (SARS-COV-2). TheWorldHealthOrganization later confirms Corona Virus Disease 19(COVID-19), whichis caused by a novel coronavirus, and declares COVID-19 a Public Health Emergency of International Concern (PHEIC). This ongoing pneumonia outbreak, which has claimed the lives of over 58,90,000 people worldwide, was quickly recognized as the result of a new coronavirus. More than 42,40,00,000 confirmed COVID-19 cases havebeendetected in INDIA as of February 20, 2022. Since then, no cure for the disease caused by the lethal virus has been discovered, and social separation has been discovered to be a promising strategy to stop the disease's progress. As a result, most countries ordered state-wide lockdowns in order to halt the spread of the disease. However, it was discovered that 42% of the population was unaware of the pandemic, and the lockdown created a massive economic disruption. In the world, difficulties inprecise data collectionandanalysishave made it difficult to estimate the disease's impact. Variable testing, inconsistent reporting, data sharing hurdles, and a lack of simple analytic tools have all led to a lack of clarity in defining and trending the pandemic's status. As a result, policymakers at all levels have been compelled to make major socio-economic decisions in the face of considerable uncertainty. To address this problem a new interactive visualization application COVID19 Analyzer is created that depicts daily disease trends in India to improve the accessibility of basic COVID-19 related information, especially for the general public and policymakerswithouta data science background. For certain entertainers, similar to huge government establishments and others have sent off various portable applications that give important data to people in general with regards to the pandemic circumstance such as the number of confirmed cases, the number of recovered occasions, the number of deaths to date, and so on. These organizations have limited themselves to certain extent by not providing information about symptoms and essential services like free beds in the hospitals and free food services provided by the Government. 1.1 Literature Survey In the wake of the pandemic, government agencies and others have introduced a number of applications that provide important information about the pandemic, such as the number of cases confirmed, the number of cases recovered, the number of deaths so far, and so on. The authors of this study are limited to analysing existing applications in India but our analyst provides relevant information about the world. APOLLO, one of India's largest medical conferences, has created a scanner to assess the risk of COVID-19 outbreaks in INDIA, called "covid.apollo247." The tag line of this risk assessment scanner reads "Stay calm amidst the current paranoia around COVID-19," and has been successful in reaching a large portion of the population during the outbreak. By using machine learning methods, the solution
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1903 can predict the chances of coronavirus tress (Low, Medium, High) based on input features of multiple users. Mahindra Ecole Centrale erected a dashboard for a smooth stoner experience and high- quality visualization of real- time data with a platoon of about twenty persons ( preceptors and scholars). The website shows real-time statistics of people infected with the virus, who are being treated and killed in INDIA, or there are inaccuracies in their application. Several graphs and charts are used on the website to illustrate data at regional level, although their results should be more accurate. The Indian government has taken action and created the AarogyaSetu app, a smartphoneapp thatintegratesessential health services to Indian citizens. Although a mobile app, web view usage is detected in the statistics display dashboard. They also developed a geo-tracking feature that allows the system to track coronavirus-infected people and establish a collection. MICROSOFT BING has taken the extraordinary stepoftrying to find a software solution for the COVID-19 outbreak worldwide to increasedata visibilityandtracking.BingMaps has an interactive forum focused on world map. It was used to provide the COVID-19 (Certified Cases, Active Cases, Death, Detectives) of various nationalitieswhilecirclingover them. Statistics even at the regional level of selected nations, such as INDIA, are displayed in the Bing Maps web application. 1.2 Methodology The produced system's system model as shown in Figure 1; for the built interactive dashboard INDIA COVID-19, it employed a decoupled architecture.Thefront-endand back- end make up the whole model. The user is presented with a cross-platform application (mobile/web) on the front-end, which gets data from the client-side cloud and shows it to the user. Figure -1: Decoupled Architecture of developed application Following that is the back-end, which consists primarily of a website and a cloud-based server. Data is downloaded and stored on a website in public APIs, web scratches, and real- time data sets. The cloud next to the server and the 12 International Journal for Modern Trends in Science and Technology databases both respond to requests in the same way. On the other hand, the REST APIs are responsive, maintaining a data connection between the client side cloud and the server-side cloud. As a result, the whole system is unique, useful, secure, and easy to use, and all the functions available to users have been maximized. The solution is based on a cross-platform application that is created as a means of raising public awareness about the global pandemic caused by COVID-19 on a national basis. Figure 2 depicts the created system's Entity-Relationship Diagram (ERD). The suggested solution's architecture is decentralized, with the frontend or client-side logic isolated from the backend or server-side logic. Figure -2: E-R Diagram of Application This method makes the system faster, more efficient, and scalable. Both the frontend and the backend are installed on separate cloud computing platforms to connect them. When interacting between the client-side server and the database, the use of Representational State Transfer (R.E.S.T.) APIs is critical. The overall number of active cases, confirmedcases, active cases, and deaths are displayed on the main page utilizing data from the backend database in our proposed solution. With the operation of API, this operation can also represent statistics on the number of verified cases on a global, public, and state position. It also generates two additional chartsfor improved data display using chart.js, an open-source JavaScript charting library. At originally, this operationused a line map with colourful axes to represent the number of verified cases, recovered cases, and deaths.
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1904 This method gives the user quick and easyaccesstofactsina comprehensible format. The backend database provides all of the relevant information. 2. Workflow and Result The COVID19 Analyzer was created to gather spatiotemporal COVID-19 information given by the governmentinanautomatedandsystematicmanner.Various forms of COVID-19 case data from public APIs are supported by the Analyzer. The COVID19 Analyzers entire workflow is as follows (Figure-3): 1. A request call is made from client’s' API endpoints. 2. The server handles the request and forwards it to the appropriate components. 3. Data is retrieved from an open web API. 4. Axios is then used to parse the data. 5. Using props export, data is obtained and exported to the homepage component (Figure-4). 6. The fetched data's received response is delivered back to the endpoints. Figure -3: Workflow of Application Figure -4: Props Export Features with Result: The resultant web application(Figure-5) serves as a great example of software that incorporatesall ofReactJS features and provides the greatest user interface possible. The data representation is accurate and well-managed, and the colour combinations employed in the project are well-managed in both dark and light settings(Figure-6&7). Figure -5: Homepage of Application Figure -6: Dark Theme Essential Page Figure -7: Light Theme Essential Page
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1905 This application allow users to see the current state of covid instances in India as well as in their own local District (Figure-8).It also helps in quickly accessing the data about free food and housing programs provided by the federal and state governments in their local areas(Figure-7). Figure -8: District wise covid statistics One of the distinctive feature of the application is it provides information about available free beds. All of these features make this web application simple to use and add to its responsive and appealing user interface. These details are regulated by Indian and State Governments. 3. CONCLUSIONS Proposed and erected the COVID-19 online application with the aim of adding society's mindfulness of the nation's present pandemic situation as a result of the COVID-19. It can deliver essential information to individuals with the simplicity of obtaining it wherever they want it thanks to technological innovation. It is intended to expand the dashboard's functionality and impactinlightofitsutility and impact. We are convinced that, in its early stages, this application will play a critical role in disease awareness and would assist them in getting immediate aid in searching for beds & foods supplements in their local areas. Asa result,the innovative technology- grounded web application plays an important part in spreading consciousness against COVID- 19. REFERENCES [1] Hai Lan1, Dexuan Sha1,2, Anusha Srirenganatham Malarvizhi1,2, YI Liu3, YUN Li1,2, Nadine Meister4, Qian Liu1,2, Zifu Wang1,2, Jingchao Yang1,2, And Chaowei Phil Yang, “COVID-Scraper: An Open- Source Toolset for Automatically Scraping and Processing Global Multi-Scale Spatiotemporal COVID-19 Records”,IEEE. [2] Subhas Khajanchi1, Kankan Sarkar2 And Jayanta Mondal3, "Dynamics of the COVID-19 pandemic in India". [3] Atul Kakar1 and Samiran Nundy2, " COVID-19 in India". [4] Paul Novosad1, Radhika Jain2, Alison Campion3 and Sam Asher4, "COVID-19 mortality effects of underlying health conditions in India: a modelling study". [5] Joan B Soriano1 and Esteve Fernández2,"Hospital EpidemicsDescription". [6] Xuejiao Chen1, Junzhang Tian2, Guanming Li3, and *Guowei Li1,2, "Initiation of a new infection control system for the COVID-19 outbreak". [7] Fairoza Amira BintiHamzah1,CherHanLau2,Hafeez Nazri3, "CoronaTracker: Worldwide COVID-19 Outbreak Data Analysis and Prediction". [8] Aniruddha Adiga1,DevdattDubhashi2,BryanLewis3, "Mathematics Models for COVID Pandemic". [9] Saraj Bahadur1 , Wenxing Long 2 , Muhammad Shuaib3, "Human Coronaviruses with emphasis on the COVID 19 outbreak". [10] Bilal1, Muhammad Farhan Bashir2, "Environmental pollution and COVID-19 outbreak: insights from Germany". [11] S. Olaniyi1, O.S Obabiyi2, K.O. Okosun3, "Mathematical modelling and optimal cost effective control of COVID-19 transmission dynamics". [12] Hasan Eroglu1, "Effects of Covid‐19 outbreak on environment and renewable energy sector". [13] Carla Felice1, Gian Luca Di Tanna2, "Impact of COVID-19 Outbreak on HealthcareWorkersinItaly: Results from a National E-Survey". [14] Sneha Gautam1, Luc Hens2, "COVID‐19: impact by and on the environment, health and economy". [15] Yan-Rong Guo1, Qing-Dong Cao2, Zhong-Si Hong3, "The origin, transmission and clinical therapies on coronavirus disease2019(COVID-19)outbreak – an update on the status". [16] Sanja Ivic1, "Vietnam’s Response to the COVID-19 Outbreak". [17] Ciceri Fabio1, Castagna Antonella2, Rovere-Querini Patrizia3, De Cobelli Francesco4,"Early predictorsof clinical outcomes of COVID-19 outbreak in Milan, Italy". [18] Nianqi Liu1, Fan Zhang2, Cun Wei3, Yanpu Jia4, Zhilei Shang5, Luna Sun6, "Prevalence and predictors of
5.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1906 PTSS during COVID-19 Outbreak in China Hardest- hit Areas:Gender differences matter". [19] Mauro Percudani1, Matteo Corradin2, Mauro Moreno3, Annamaria IndelicatoAntonio Vita4, "Mental HealthServicesinLombardyduringCOVID- 19 outbreak". [20] Jaya Prakash Yadav1, Ramesh Kumar2, Yashika Sharma3, "The Indian perspective of COVID-19 outbreak". [21] Mathias Peirlinck1, Kevin Linka2, "Outbreak dynamics of COVID‐19 in China and the United States". [22] Eric Raymond1, Catherine Thieblemont2, Impact of the COVID‐19 Outbreak on the Management of Patients with Cancer. [23] Elham Monaghesh1, Alireza Hajizadeh2, "The roleof telehealth during COVID-19 outbreak: a systematic review based on current evidence".
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