Correlation between Air and Urban Travelling with New Confirmed Cases of COVID-19 A Case Study
COVID-19 which has spread in Iran from February 19, 2020, has infected 202,584 people and killed 9,507 people until June 20, 2020. The immediate suggested solution to prevent the spread of this virus was to avoid traveling around. In this study, the correlation between traveling between cities with new confirmed cases of COVID-19 in Iran is demonstrated. The data, used in the study, consisted of the daily inter-state traffic, air traffic data, and daily new COVID-19 confirmed cases. The data is used to train a regression model and voting was used to show the highest correlation between travels made between cities and new cases of COVID-19. Although the available data was very coarse and there was no detail of inner-city commute, an accuracy of 81% was achieved showing a positive correlation between the number of inter-state travels and the new cases of COVID-19. Consequently, the result suggests that one of the best ways to avoid the spread of the virus is limiting or eliminating traveling around.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
Google Trends Analysis of COVID-19
The World Health Organization (WHO) announced that COVID-19 was a pandemic disease on the 11th of March as there were 118K cases in several countries and territories. Numerous researchers worked on forecasting the number…
regressionExamining the Effect of COVID-19 on Foreign Exchange Rate and Stock Market -- An Applied Insight into the Variable Effects of Lockdown on Indian Economy
Since March 25, 2020, India had been under a nation-wide lockdown announced as a response to the spread of SARS-CoV-2 and COVID-19 and has resorted to a process of 'unlocking' the lockdown over the past couple of months.…
Correlation between COVID-19 morbidity and mortality rates in Japan and local population density, temperature and absolute humidity
This study analyzed the morbidity and mortality rates of the COVID-19 pandemic in different prefectures of Japan. Under the constraint that daily maximum confirmed deaths and daily maximum cases should exceed 4 and 10, r…
Investigating the Impact of COVID-19 on Education by Social Network Mining
The Covid-19 virus has been one of the most discussed topics on social networks in 2020 and 2021 and has affected the classic educational paradigm, worldwide. In this research, many tweets related to the Covid-19 virus a…
Sentiment AnalysisCOVID-19 transmission risk factors
We analyze risk factors correlated with the initial transmission growth rate of the recent COVID-19 pandemic in different countries. The number of cases follows in its early stages an almost exponential expansion; we cho…