/plotly_visualization_workshop

Primary LanguageR

Plotly Visualization Workshop

This repo contains two apps ready for deployment in Docker, locally and to Heroku.

Requirements

  1. Docker. https://docs.docker.com/desktop/
  2. Git. https://git-scm.com/book/en/v2/Getting-Started-Installing-Git
  3. An Airtable Account. https://airtable.com/
  4. Heroku. https://devcenter.heroku.com/articles/heroku-cli

Python App: "python_citation_sankeys"

  • This app connects to a specific Airtable
  • Downloads the two data tables
  • Parses the tables
  • Creates a nodes/edge Sankey graph in Plotly

See https://plotly.com/python/sankey-diagram/

R App: "R_covid_linegraphs"

This contains 3 apps that parse a large csv (~50MB) from the CDC: https://data.cdc.gov/NCHS/Weekly-counts-of-death-by-jurisdiction-and-cause-o/u6jv-9ijr/

  • 3 sample apps
    • sample.r displays weekly mortality by for one cause, state, and year
    • sample_withloop.r -- by multiple years for one cause and state
    • sample_loop_plus_selector.r -- by multiple years with state, cause, & count type selectors
  • 1 better-developed app with lots of callbacks: excess_mortality.R