Covid-19 India Cases Per Million Visualization

Covid-19 Cases per million visualization

This notebook is a work towards creating a visualization of number of cases per million in top 7 seven states in India in terms of number of comfirmed cases.

Libraries Used:

1. pandas
2. numpy
3. requests
4. datetime
5. matplotlib
6. random

Steps undertaken:

1. Scraped html table from wikipedia on indian statewise population.
2. Got data on cases timeseries from the covid19india.org API.
3. Data exploration and cleaning for both data from Wikipedia and covid19india.org.
4. A small analysis to smoothen the curves and do some calculated fields.
5. Visualized top seven states(Pareto, 80/20 rule), using matplotlib.

Final result