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In this project, I made an interactive dashboard for covid19 data analysis and also forecasted new cases for India using time series forecasting models like SARIMA and parametric curve fitting

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deep-pooja/Covid19

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Covid19-Interactive Dashboard and Forecasting

In this mini project I made an interactive dashboard for covid19 scenarios across the world. I used John Hopkings dataset. I have used different time series models and machine learning techniques for forecasting covid19 daily cases in India.

Result Tables:

Model RMSE
RNN 2.4
Polynomial Regression 5569
support vector machine 5569
facebook prophet model 3179
Auto regressive model 7697

Please find my Abstract and Report for detailed insights.

world

bubble

loc

Ind

forcaste

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In this project, I made an interactive dashboard for covid19 data analysis and also forecasted new cases for India using time series forecasting models like SARIMA and parametric curve fitting

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