Time series analysis of Covid 19 date wise dataset

Here is the dataset

Models Used:

• Arima
• Sarima
• Prophet

First we made the data stationary and then used SARIMA, ARIMA and Prophet models to determine Cured, Deaths, Confirmed cases for the next 30 days And used matplotlib to visualisation of the data
Also calculated Mean, SE Mean, Standard Deviation, Minimum, Maximum, Skewness and Kurtosis

This is an implementation of this research paper Wang Y, Yan Z, Wang D, Yang M, Li Z, Gong X, Wu D, Zhai L, Zhang W, Wang Y. Prediction and analysis of COVID-19 daily new cases and cumulative cases: times series forecasting and machine learning models. BMC Infect Dis. 2022 May 25;22(1):495. doi: 10.1186/s12879-022-07472-6. PMID: 35614387; PMCID: PMC9131989.