Forecasting the Spread of COVID-19 Pandemic with Prophet

نویسندگان

چکیده

COVID-19 pandemic shook the whole world with its brutality, and spread has been still rising on a daily basis, causing many nations to suffer seriously. This paper presents medical stance research studies of COVID-19, wherein we estimated time-series data-based statistical model using prophet comprehend trend current in coming future after July 29, 2020 by data at global level. Prophet is an open-source framework discovered Data Science team Facebook for carrying out forecasting based operations. It aids automate procedure developing accurate forecasts can be customized according use case are solving. The easy work because official repository live GitHub open contributions fitted effortlessly. presented refers number confirmed cases officially period January 22, 2020, 2020. produced forecast models then used Governments care departments various countries manage existing situation, thus trying flatten curve as believe that there minimal time do this. inferences made clearly comprehended without much effort. Furthermore, it tries give understanding past, present, trends showing graphical statistics. Compared other models, specifically holds own importance innovativeness fully automated generates quick precise tunable additionally.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Modeling and analysis of the spread of the COVID-19 pandemic using the classical SIR model

In this paper modeling, analysis and prediction of novel epidemic of COVID-19 are concerned to identify effective spread parameters of it in Iran. For this purpose, the basic susceptible-infected-removed (SIR) model is used which has two parameters: the infection rate and remove rate. The occurrence of several maximum points in the Iranian data and the single peak of the SIR model makes it impo...

متن کامل

Controlling the Spread of COVID-19 Pandemic: A Review of Evidences of Social Marketing Mixed Approach

Introduction: The spread of the unknown COVID-19 virus and its pandemic at the end of 2019 faced many countries a serious crisis. Following the outbreak of this pandemic news, many actions have been taken to control and prevent it throughout the world, including Iran. Many of these actions, incorporate the principles, strategies, and components of "social marketing", without being labeled soc...

متن کامل

Patients with Down syndrome in the coronavirus Pandemic (Covid 19)

Background and purpose: Coronavirus (QUID-19) is an infectious disease of the respiratory system that has been identified by the World Health Organization as an epidemic. Patients with Down syndrome are more likely to develop Quidd-19 disease with more severe complications due to the underlying comorbidities they have. The aim of this study was to evaluate the complications of Covid-19 disease...

متن کامل

Health Inequalities during the COVID-19 Pandemic

Pandemics are associated with significant and destructive national and global impacts on health, economy, society, and security. COVID-19 pandemic has imposed adverse economic consequences on the whole population. This is while the elderly and those with comorbidities, the economically disadvantaged and ethnic minorities were at increased risk of viral infection. Moreover, the mortality rate an...

متن کامل

Telerehabilitation During the COVID-19 Pandemic

After the appearance of COVID-19, the clinical and professional activities of private clinics and public health systems were challenged. Tele rehabilitation system is required to provide rehabilitation services during the COVID 19 pandemic. Tele-rehabilitation services are available for many years, for which necessary infrastructure, laws, and instructions have been considered, but in Iran, the...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Revue d'intelligence artificielle

سال: 2021

ISSN: ['1958-5748', '0992-499X']

DOI: https://doi.org/10.18280/ria.350202