covid-19

Jupyter Notebook

Coronavirus COVID-19 Dashboard - Global Kaggle Data

Last updated Jul 2, 2024

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Topics

#covid-19 #jupyter #plotly #plotly-dash #plotly-express #python

Language breakdown

Jupyter Notebook 99.8%

Python 0.2%

SCSS 0.0%

JavaScript 0.0%

HTML 0.0%

Dockerfile 0.0%

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README

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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