Checkout the dashboard app here -- https://covid-streamlit-2021.herokuapp.com/
Coronaviruses or Covid-19 are a large family of viruses that may cause respiratory illnesses in humans ranging from common colds to more severe conditions such as Severe Acute Respiratory Syndrome (SARS) and Middle Eastern Respiratory Syndrome (MERS).
• 'Novel coronavirus' is a new, previously unidentified strain of coronavirus.
• The novel coronavirus involved in the current outbreak has been named SARS-CoV-2 by the World Health Organization (WHO).
• The disease it causes has been named “coronavirus disease 2019” (or “COVID-19”).
- Basic options for users to choose
- Cumulative or daily changes measures
- Global aggregate stat or per-country information
- Display a basic statistics for selected area (Global or for specific country)
- Draw a heatmap detailing given a region and measure (e.g., Daily infections increases in the US)
- Draw a Choropleth with the same selection (Country-level or state-level comparisons)
- Data sources
- Johns Hopkins University Github: Global nCov-19 dataset
- KCDC: South Korean dataset providing provincial-level details
- NaturalEarth: Geographical shapedata for countries (admin0) and states-level (admin1) data to be used (1:10m data is used for selected countries for states details while 1:50m used for others)
You need to have the following dependecies before running the app:
- pandas
pip install pandas
- numpy
pip install numpy
- scipy
pip install scipy
- plotly
pip install plotly
- streamlit
pip install streamlit
- streamlit-folium
pip install streamlit-folium
- datetime
pip install DateTime
- Install all dependencies mentioned in Prerequisites.
- Open CLI/prompt and make sure Streamlit is installed by running the command
streamlit --version
. You should see something like this :Streamlit, version 0.67.1
. - Do this for all other dependencies as well just to make sure everything is in right place and you are good to go.
- Go to your working directory(where you have placed the .py file and other components) and open CLI.prompt there.
- Type in the following command and press Enter :
streamlit run app.py
Please wait for 5-10 seconds for command to run.
- Yashaswi Singh (https://www.linkedin.com/in/yashaswi-singh1/)
- Swaroop Gupta (https://www.linkedin.com/in/swaroopgupta/)
- Chinmay Rout (https://www.linkedin.com/in/routchinmay/)