Insights and reflections using data analytics approach of COVID-19 situation among the Indian states and ethical considerations

COVID-19, a pandemic has suddenly created an unprecedented crisis in the world. COVID-19 severely affected lives of all people around world by forcing closure or suspension almost socio-economic activities. Some countries including developed and developing such as China, USA, Italy, Spain, UK, France, Iran India, etc are comprehensively to deep level this virus terms incurable disease. Several have no options they were hit total surprise had case study follow. But some attempted face Iran, etc. In context, India strict preventive majors form lockdown strategy besides loosely executed testing tracking methods. Despite policies decisions implementation, their stringent execution, it is spread, now top three countries. The rampant increase cases, response, its impact on mortality, effectiveness controlling situation States need sharp analysis. proposed work attempt critically assess explore pervasive spread most Indian state utilizing comparative analysis using data science methods contrasting them horizontally. Furthermore, research suggests few in-depth insights recommends directions, steps for public, government other stakeholders better management situation. Additionally, also deals with ethical issues involved creation, curation, reporting various platforms used work.