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All Projects → nite → covid-19

nite / covid-19

Licence: MIT license
Coronavirus COVID-19 Dashboard - Global Kaggle Data

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Coronavirus COVID-19 Dashboard - Global Kaggle Data

Live Dashboard

https://covid19-dash.herokuapp.com/

Data Source

https://www.kaggle.com/imdevskp/corona-virus-report

Dev notes

To get up & running, create a venv, activate & run:

pip install -r requirements.txt
python app.py
# in another terminal, activate again & run:
pip install jupyterlab
jupyter labextension install @jupyter-widgets/jupyterlab-manager
jupyter labextension install jupyterlab-plotly
jupyter labextension install plotlywidget
jupyter lab build
jupyter lab # and open notebooks/

To recompile sass: sudo npm i -g sass and either add it to your IDE, or run: sass assets/styles.scss

Features/notes:

  • Kaggle Data Source: https://www.kaggle.com/imdevskp/corona-virus-report
  • Click play on map to animate over time - bubble size is log, hover for data.
  • Hover over barplot to filter timeseries by country - bar size is log10.
  • python Plotly Dash app (an open source dataviz library)

Potential Future Developments

  • Daily auto-updates
  • correlating other data (economic factors, comparison with flu data etc)
  • better granularity/grouping/drill-down, brushing/linking & crossfiltering
  • machine learning predictions,

Screencast

screencast

https://covid19-dash.herokuapp.com/assets/covid-dash-screencast.mp4

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