COVID-19

COVID-19-India Shiny-App

Our team has developed COVID-19-India Shiny-App to prepare you better for future.  Thanks a ton to our team’s two “Shiny Heroes” Arjya and Pritam for their hard work for the last one month (May-June, 20). They have done a herculean work in a very short period. 

The Shiny-App provides:

1. One-month prediction of the cumulative COVID-19 cases at India-level.

2. One-month prediction of the cumulative COVID-19 cases at state-level (states with more than 1000 total cases).

3. For each state: Graph of daily infection rate (DIR), Logistic model prediction, Exponential model prediction, and Susceptible-Infected-Susceptible (SIS) model analysis. 

4. All the graphs can be zoom-in using the slider below the graphs. Pointing your mouse on a graph will show the associated values.

5. An animation to show how different states obtained their first case.

6. Data will be updated every 10 days.

Research Papers:

Ghosh P., Ghosh R., Chakraborty B. COVID-19 in India: State-wise Analysis and Prediction. JMIR Public Health and Surveillance 2020;6(3). Get it here

Anand A., Kumar S., and Ghosh P. Dynamic Data-Driven Algorithm to Predict the Cumulative COVID-19 Infected Cases Using Susceptible-Infected-Susceptible Model. Epidemiologic Methods, 2021 (Get it here). 

Honourable Union HRD Minister, Dr.Ramesh Pokhriyal Nishank praised our work on Facebook and Twitter:

Our work obtained massive media coverage. Here is the list of few:

Media: The Times of India 

Headline: IITG-Duke-NUS, Singapore assessment says Covid -19 situation severe in seven states of India 

URL: https://timesofindia.indiatimes.com/home/education/news/iitg-duke-nus-singapore-assessment-says-covid-19-situation-severe-in-seven-states-of-india/articleshow/75676511.cms

Media: The Economic Times

Headline: IIT-G, Duke-NUS of Singapore carry out data-driven assessment of COVID-19 situation in India

URL: https://economictimes.indiatimes.com/news/science/iit-g-duke-nus-of-singapore-carry-out-data-driven-assessment-of-covid-19-situation-in-india/articleshow/75672591.cms?from=mdr

Media: The Hindu Business Line 

Headline: States in ‘severe category’ need immediate preventive measure: Study 

URL: https://www.thehindubusinessline.com/news/states-in-severe-category-need-immediate-preventive-measure-study/article31558954.ece

Media: Business Standard 

Headline: IIT Guwahati, Duke-NUS use data science to assess Covid-19 impact in India 

URL: https://www.business-standard.com/article/current-affairs/iit-guwahati-duke-nus-use-data-science-to-assess-covid-19-impact-in-india-120051101057_1.html

Media: Outlook

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.outlookindia.com/newsscroll/iit-singapore-medical-school-develop-alternative-model-to-assess-covid19-situation-in-states/1829931

Media: Business Standard

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.business-standard.com/article/pti-stories/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states-120051000564_1.html

Media: The Economic Times

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://economictimes.indiatimes.com/news/science/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/articleshow/75658950.cms?from=mdr

Media: The Economic Times

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://m.economictimes.com/news/science/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/amp_articleshow/75658950.cms

Media: Hindustan Times

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.hindustantimes.com/education/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/story-CeIOgIYJU1h4v1ugOT5fFO.html

Media: NDTV

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.ndtv.com/education/iit-guwahati-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states-2226433

Media: India Today

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.indiatoday.in/education-today/news/story/iit-guwahati-singapore-medical-school-alternate-model-predict-covid-19-risk-1676568-2020-05-11

Media: The Tribune

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.tribuneindia.com/news/nation/iit-singapore-medical-school-develop-model-to-assess-covid-19-situation-in-states-83024

Media: Hindustan Live

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.livehindustan.com/national/story-iit-guwahati-and-singapore-medical-school-study-predicts-more-than-5-lakh-covid19-positive-cases-in-india-in-30-days-3206240.html

Media: Jagran

Headline: Now Corona data will be estimated accurately, IIT Guwahati has prepared the model

URL: https://www.jagran.com/news/national-iit-guwahati-and-singapore-medical-school-develop-alternative-model-to-assess-coronavirus-situation-20259045.html

Media: News18 Lokmat

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://lokmat.news18.com/national/in-30-days-positive-cases-will-rise-up-to-5-lakh-iit-guwahati-and-singapore-medical-school-develop-model-to-assess-coronavirus-situation-mhpg-452531.html

Media: Business Insider

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.businessinsider.in/india/news/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/articleshow/75658606.cms

Media: Policenama

Headline: Now Corona data will be estimated accurately, IIT Guwahati has prepared the model

URL: https://policenama.com/national-iit-guwahati-and-singapore-medical-school-develop-alternative-model-to-assess-coronavirus-situation/

Media: The Week

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.theweek.in/wire-updates/national/2020/05/10/del45-virus-iit-analysis.html

Media: Devdiscourse

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.devdiscourse.com/article/health/1044439-iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states

Media: Vijay Karnataka 

Headline: New Mathematics for Corona Analysis: New Account in Red, Orange, Green Zone ..!

URL: https://vijaykarnataka.com/news/india/iit-and-singapore-medical-school-develop-alternative-model-to-assess-coronavirus-situation-in-india/articleshow/75663156.cms

Media: Newsdig

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://newsdig.in/news/192226433/IIT-Guwahati-Singapore-Medical-School-Develop-Alternative-Model-To-Assess-COVID-19-Situation-In-States

Media: Mirror Today

Headline: At least one and a half million corona cases as of June 10… latest study

URL: https://www.mirrortoday.in/corona-virusnew-casesguwahati-iitstudy/

Media: The News Villa

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://thenewsvilla.com/recent/iit-guwahati-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/40490/

Media: Wuhan Update

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://wuhanupdate.com/singapore/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states-88688440

Media: Festi Quotes

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: http://festiquotes.com/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states-education/

Media: Pehal News

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://pehalnews.in/iit-guwahati-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/13066/

Media: Today News Desk

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.todaysnewsdesk.com/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states-education/

Media: TTV India

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://ttvindia.com/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/

Media: Pratidin times

Headline: IIT Guwahati Initiates Study To Predict The Rate Of Covid-19 Infections

URL: https://www.pratidintime.com/iit-guwahati-initiates-study-to-predict-the-rate-of-covid-19-infections/

Media: Cqai520

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.cqai520.com/education/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states-education/

Media: The Kashmir Images

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://thekashmirimages.com/2020/05/11/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/

Media: The Yahoo News

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://in.news.yahoo.com/iit-singapore-medical-school-develop-105901779.html

Media: State Times

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: http://news.statetimes.in/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/

Media: News Bust

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://newsbust.in/iit-guwahati-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/

Media: Northeast Now

Headline: IIT-Guwahati teams up with Singapore medical school to predict COVID-19 infections

URL: https://nenow.in/health/iit-guwahati-teams-up-with-singapore-medical-school-to-predict-covid-19-infections.html

Media: Health Wire

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://healthwire.co/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/

Media: TV9 Telugu

Headline: Corona Vishwaroopam in the country .. Number of cases per month .. up to 5 lakhs ..?

URL: https://tv9telugu.com/iit-guwahati-singapore-medical-school-develop-alternative-model-to-assess-coronavirus-situation-in-states-240947.html

Media: Express Healthcare

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.expresshealthcare.in/news/iit-singapore-medical-school-develop-alternative-model-to-assess-covid-19-situation-in-states/420120/

Media: Pioneer News 

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: http://www.pioneernews.in/iit-guwahati-singapore-medical-school-develop-model-to-assess-covid-19-situation

Media: Netvani 

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://netvani.in/story-iit-and-singapore-medical-school-develop-alternative-model-of-covid-19-3206049-html/

Media: Lokus News 

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.lokusnews.com/News/Guwahati/0fihjbuStU381W3zvTAG/IIT-Guwahati-Singapore-medical-school-develop-alternative-model-to-assess-COVID-19-situation-in-states

Media: Asiaville Hindi 

Headline: India will have at least 1.5 lakh coronas and maximum 5 lakh corona sufferers in next 30 days - research

URL: https://hindi.asiavillenews.com/article/india-will-have-half-a-million-corona-infected-persons-in-next-30-days-claims-a-new-study-43423

Media: UC News

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://www.ucnews.in/news/IIT-Guwahati-Singapore-medical-school-create-alternate-model-to-predict-Covid19-risk-in-states/1325143778089390.html

Media: Newstrack

Headline: IIT, Singapore medical school develop alternative model to assess COVID-19 situation in states

URL: https://newstrack.com/india/corona-may-reach-3rd-level-in-monthm-two-top-institutes-says-577698.html

Media: Mahaa News

Headline: IIT-Guwahati Teams Up With Singapore Medical School to Predict COVID-19

URL: https://www.youtube.com/watch?v=peSJs5jGQ4s

Media: UNI India 

Headline: IIT-G and Singapore institute use data science models for predicting COVID tally 

URL: http://www.uniindia.com/iit-g-and-singapore-institute-use-data-science-models-for-predicting-covid-tally/east/news/1990895.html

Media: Deccan Herald 

Headline: 1.26 lakh COVID-19 positive cases by May 31, claims new model of assessment 

URL: https://www.deccanherald.com/national/east-and-northeast/126-lakh-covid-19-positive-cases-by-may-31-claims-new-model-of-assessment-836380.html

Media: Amar Ujala

Headline: IIT Guwahati will assess the status of Kovid-19, researchers from Singapore will help

URL: https://www.amarujala.com/delhi-ncr/iit-guwahati-will-assess-the-situation-of-covid-19

Media: Amar Ujala

Headline: The number of corona infections in the country may go up to one and a half million in the next one month

URL: https://www.amarujala.com/india-news/iit-guwahati-singapore-medical-school-create-alternate-model-to-predict-covid-19-risk-in-states

Media: BW Education 

Headline: IIT Guwahati, In Collaboration With Duke-NUS, Singapore, Carry Out A Data-driven State-Wise Assessment Of COVID-19 Situation In India

URL: http://bweducation.businessworld.in/article/IIT-Guwahati-In-Collaboration-With-Duke-NUS-Singapore-Carry-Out-A-Data-driven-State-Wise-Assessment-Of-COVID-19-Situation-In-India-/11-05-2020-191717/

Media: Navjeevanexpress

Headline: IIT Guwahati, in collaboration with Duke-NUS, Singapore, carry out a data-driven state-wise assessment of the COVID-19 situation in India

URL: https://navjeevanexpress.com/iit-guwahati-in-collaboration-with-duke-nus-singapore-carry-out-a-data-driven-state-wise-assessment-of-the-covid-19-situation-in-india/

Media: Saamana

Headline: In the next 30days in the country 5lakh 50 thousand COVID-19 patients could increase suggested by IIT Guwahati

URL: https://www.saamana.com/corona-virus-india-iit-guwahati-corona-update-positive-cases/

Media: BioSpectrum Asia

Headline: IIT Guwahati collaborates with Duke-NUS 

URL: https://www.biospectrumasia.com/news/54/15923/iit-guwahati-collaborates-with-duke-nus.html

Media: Times Hindi 

Headline: Researchers reveal, in the next 30 days, the number of corona infections in the country may exceed this million

URL: https://www.timeshindi.in/post/researchers-reveal-in-the-next-30-days-the-number-of-corona-infections-in-the-country-may-exceed-this-million

Media: India Education Diary 

Headline: IIT Guwahati, in collaboration with Duke-NUS, Singapore, carry out a data-driven state-wise assessment of the COVID-19 situation in India 

URL: https://indiaeducationdiary.in/iit-guwahati-in-collaboration-with-duke-nus-singapore-carry-out-a-data-driven-state-wise-assessment-of-the-covid-19-situation-in-india/

Media: Edu Advice 

Headline: IIT Guwahati, carry out a data-driven state-wise assessment of the

URL: http://eduadvice.in/home/NewsDetail?pid=23386

Media: Aditi Mehta Blog 

Headline: IIT Guwahati, Duke-NUS use data science to assess Covid-19 impact in India 

URL: https://aditis.news.blog/2020/05/11/iit-guwahati-duke-nus-use-data-science-to-assess-covid-19-impact-in-india/

Media: TTV India 

Headline: IITG-Duke-NUS, Singapore assessment says Covid -19 situation severe in seven states of India – Times of India 

URL: https://ttvindia.com/iitg-duke-nus-singapore-assessment-says-covid-19-situation-severe-in-seven-states-of-india-times-of-india/

Media: Campus Varta

Headline: Duke-NUS and IIT Guwahati come together to assess COVID-19 impact in India, using data science

URL: https://www.campusvarta.com/campus-updates/duke-nus-and-iit-guwahati-come-together-to-assess-covid-19-impact-in-india-using-data-science/

Media: College Chalo

Headline: IIT Guwahati collaboration: Great, to take statewise COVID-19 assessment

URL: https://www.collegechalo.com/news/iit-guwahati-collaboration-to-take/

Media: The Assam Tribune

Headline: Researchers of IIT-G, Singapore institute use data science models

URL: http://www.assamtribune.com/scripts/detailsnew.asp?id=may1320/city052

Media: ETV Bharat

Headline: By next month, Corona cases may increase to five and a half million: IIT Guwahati

URL: https://www.etvbharat.com/hindi/delhi/bharat/bharat-news/iit-study-says-corona-cases-to-rise-in-india-in-upcoming-month/na20200512180130519

Media: WELTHI

Headline: IIT Guwahati, In Collaboration With Duke NUS, Singapore, Carry Out A Data Driven State Wise Assessment Of The COVID 19 Situation In India

URL: https://www.welthi.com/iit-guwahati,-in-collaboration-with-duke-nus,-singapore,-carry-out-a-data-driven-state-wise-assessment-of-the-covid-19-situation-in-india/

Media: Marathi Latestly

Headline: IIT Guwahati, Duke-NUS Singapore claim that 1.5 to 5 lakh cases of corona virus are likely to come to light in next 30 days

URL: https://marathi.latestly.com/india/news/iit-guwahati-duke-nus-singapore-claim-that-1-5-to-5-lakh-cases-of-corona-virus-are-likely-to-come-to-light-in-next-30-days-the-next-30-days-are-important-for-india-130167.html

Media: ISSCNC

Headline: IITG-Duke-NUS, Singapore assessment says Covid -19 situation severe in seven states of India

URL: https://isscnc.com/iitg-duke-nus-singapore-assessment-says-covid-19-situation-severe-in-seven-states-of-india/

Media: Bio Spectrum India

Headline: IIT G, Duke-NUS conduct predictive studies on COVID-19

URL: https://www.biospectrumindia.com/news/58/16417/iit-g-duke-nus-conduct-predictive-studies-on-covid-19.html