Analysis of spread of Covid-19 in India

Analysis of spread of COVID-19 in different states of India

Workspace - Colab

Make sure to use GPU (Runtime > Change runtime type > Select Hardware accelerator as GPU)

Dataset -

Combined from various source(available in the repo)
Kaggle

Dependencies

matplotlib
numpy
pandas

Importing Dataset

Create a folder in the root of your drive and upload the datasets inside the folder\

Conclusion

• Maharashtra has the highest number of reported cases as a result it has most deaths and most recoveries.
• Punjab's Death rate is quite high(2.5%), every 1 in 40 person who reported positive is likely to die.
• Dadra and Nagar Haveli and Daman and Diu has the highest recovery rate(99.7%) which means for every 1000 reported cases 998 are likely to recover.
• Kerala has more than 9 million cases per 10 million population which is very high.
• Maharashtra is the fastest growing in new cases perday on average.

Data is valid as of 7 August 2021