~/lightning

leafdown: Interactive Multi-layer maps in Shiny apps

Lightningat rstudio::conf 2019 · 2019-01-15..01-18· [web-platform, data-visualization]
links:none on file
slides:none on file

Uses the Meteostat Weather's Record Keeper monthly dataset (≈2,000 US stations) to show a Shiny map workflow built with leafdown that moves between state, county, and station layers and links selections to time series and precipitation charts. Implements selectable regions linked to charts and drill down/up so users avoid clutter, compare aggregate (state) vs local (county/station) patterns, and fetch only needed data; works with a few lines of R and is on GitHub.

AI-written summary · about

  1. 0:00Introduction
  2. 0:38Visualizing spatial data
  3. 0:57Heartbreaks at the borders
  4. 1:24Data at the county level
  5. 1:56Average temperature
  6. 2:26Multiple variables
  7. 2:47Visualization
  8. 3:15Implementation
  9. 3:41Drilldown
  10. 3:54Drillup
  11. 4:14Outro
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