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Easily build interactive plots and apps with hvPlot

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Shows that hvPlot with pandas/xarray replaces .plot and actually returns HoloViews objects that compose and link, demonstrates data shader handling 2 million points (rasterized counts that re-render when zooming), builds interactive pipelines where sliders filter data frame operations live, and produces panel dashboards deployed without JavaScript with linked selections and map tiles. Examples run end-to-end and interactive widgets work in the demo.

AI-written summary · about

  1. 0:00Start
  2. 0:11Set Up the Environment
  3. 0:55Setup
  4. 23:29Data Shader
  5. 29:45Statistical Plots
  6. 36:01Grouping
  7. 37:09Classify by Magnitude
  8. 48:25Hover Columns
  9. 49:33Tile Sources
  10. 55:19Link Selections
  11. 1:02:12Filter by Dates
  12. 1:08:29Interactive Map
  13. 1:14:29Bind Function
  14. 1:21:18Auto Reload
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