Skip to content

This projects aims to visualize California's record breaking snowfall during the winter of 2022-2023 using NOAA weather data

Notifications You must be signed in to change notification settings

esaltzm/snow-visualization

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Snow Visualization

This projects aims to visualize different states' snow depth data over time. It was designed as a practice to get more comfortable with Python data manipulation and MatPlotLib.

The project is broken down into two classes:

  • The DataExtractor class queries the AWS MySQL weather database I created for a previous project (a full-stack web application to visualize all sorts of weather data). It extracts snow depth data and writes to a CSV file (selecting by the border of the state(s) of interest)
  • The PlotGenerator class leverages MatPlotLib's animation methods to create a moving GIF, showing snow accumulation over time

Here are some examples I have generated so far:

Multi-state plot of California, Oregon, Washington (with custom color scale)

ezgif-5-659240f391

Utah

ezgif-5-ae6ff943c9

Colorado

ezgif-1-84831d033b

About

This projects aims to visualize California's record breaking snowfall during the winter of 2022-2023 using NOAA weather data

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages