Koshal Singh

Koshal Singh

Data Science Enthusiast | Specialized in Data Wrangling, Data Analytics and Machine Learning

Covid-19 Dashboard

less than 1 minute read

Github code

Covid Dashboard for India App

It is a Dashboard that visualizes and helps to analyze the covid situation in India. Trends for virus affected cases are traced right from its first case on 30th January, 2020 till date. Data is updated daily and the trends are visualized accordingly. Data can be analysed and visualized statewise also.

Dashboard trace down -

  1. Total Cases
  2. Recovered Cases
  3. Deaths
  4. Active Cases
  5. Total Tests

Data is fetched as a json file using an api from official Indian Goverment Health Department website. Data is fetched, cleaned and prepared for the visualization. This is the only time consuming part in whole project.

resp = requests.get('https://api.covid19india.org/v4/timeseries.json')
df = pd.DataFrame(resp.json())

Stacked bar chart showing covid timeline

Confirmed cases chart for selected States

Total Tests graph for selected States

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