Data analysis, data visualization and prediction of COVID-19 cases in India using SARIMAX.

Here I'm sharing the current scenario of COVID-19 cases in India.

The notebook contains detailed data analysis, data visualization of total confirmed cases, active cases, and deaths across all the states and UT of India.

Also, the SARIMAX model is trained to get future predictions of total cases in the next 20 days.

Dataset:

Multiple CSVs including data of daily updates and states wise cases.
https://www.kaggle.com/imdevskp/covid19-corona-virus-india-dataset?select=nation_level_daily.csv ( Till 26th May 2020)
Credits :
Data from India Health Ministry Website: https://www.mohfw.gov.in/
COVID-19 tracker dashboard https://www.covid19india.org/

Libraries used :

Pandas, Numpy, Plotly, statsmodels, matplotlib

Results :