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Interactive COVID-19 App

URL

hbap-analytics.com

Maps


Map section is an interactive US map showing COVID-19 cases by US County.

Maps

Trends


Trends section includes interactive line graphs showing COVID-19 cases and deaths by State. In addition, it shows predicted cases and deaths for the next 15 days based on previous data for each State. You can select one or multiple States from the selection list on the left to compare trends.

Trends

Histograms


Histograms section is based on data released by the State of Florida Division of Emergency Management. It explores distributions of COVID-19 cases and deaths in different age and gender groups.

Histograms

Models


Models section explores Florida COVID-19 death correlation with age, county density population, county land area, county water area, and county population using multiple classification models.

Models

Running App Locally

  1. Clone or download source files

  2. Install the geopandas python package. Using pip install geopandas will likely require intense user interaction as some geopandas dependencies (e.g., Fiona) require GDAL. If you have the Anaconda distribution installed, install geopandas from the Anaconda PowerShell Prompt:

conda install -c conda-forge geopandas
  1. From the covid-master directory, install required Python packages:
pip install -r requirements.txt
  1. Navigate to covid/app/covid/config.yaml file and change 'heroku' to 'local' in the first line and save it.

  2. From the covid/app/covid directory, using your terminal; run app by executing the following command:

python run.py

Open http://127.0.0.1:8000/ in your internet browser to see the interactive US map app.

Data Sources

Technologies

  • AI and ML
  • AJAX
  • Bokeh
  • Flask
  • Tornado
  • HTML
  • CSS
  • JavaScript
  • Web Sockets
  • GIS
  • Python
  • Python Packages
  • VS Code
  • SQLite
  • GitHub
  • Heroku