Novel Coronavirus is an infection caused by SARS CoV 2 that began in China in 2019. The data mining is the important and dedicated tools for forecasting the hidden knowledge with the help of pre-existing dataset. The covid analysis and vaticination for consider different affiliated parameters like name of the sates (countries), total affected cases, cases in particular date, active cases, discharged cases, discharged cases in particular date, overall death, and deaths in particular date. In this paper was aimed at tracing the suitable variable selection for future prediction and subsequently based on suitable variable to predict the future trends related to total cases admitted and total cases discharged on expected date using overall total cases. Similarly predict discharged cases using total cases admitted in India. Numerical illustrations also give to prove the results and conclusions using regression model and its accuracy parameters.

Covid-19, Data Mining, Regression model, coefficient of determination and prediction