makerportal/covid19-visualizations

Using Python to visualize various datasets relating to COVID-19 in New York City. Analyses include: plotting rates by age and sex, geographic maps by zip code, and time-series plots with logarithmic axes.

COVID19 Visualizations in Python

Using Python to visualize various datasets relating to COVID-19 in New York City. Analyses include: plotting rates by age and sex, geographic maps by zip code, and time-series plots with logarithmic axes.

FULL TUTORIAL AT: https://makersportal.com/blog/2020/4/5/visualizing-covid-19-data-in-python

Data Sources

All data was taken from New York City's Health Department:

https://www1.nyc.gov/site/doh/covid/covid-19-data.page

The data was specifically parsed from the Health Department's Github page:

https://github.com/nychealth/coronavirus-data

Example Visualizations

Zip code rates in NYC:

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Time-series cases and rates:

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Rates by age group

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Rates by sex group

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Rates by NYC Borough