Statistics

[techniq]

• Histogram (Binning)

  • https://observablehq.com/@d3/histogram/2?intent=fork
  • https://layercake.graphics/example/Histogram
  • data-ui
  • https://observablehq.com/@jonhelfman/plot-histogram-with-unequal-bin-widths
  • https://docs.exploratory.io/visualization/features/category
  • https://observablehq.com/@novichkovnet/histogram
  • https://observablehq.com/@d3/d3-bin
  • https://d3js.org/d3-array/bin
  • https://twitter.com/mbostock/status/1429281697854464002

• Reference line

  • https://docs.exploratory.io/visualization/features/reference-line

• Trend line

  • Linear Regression
  • Polynomial
  • https://docs.exploratory.io/visualization/features/trend-line
  • https://observablehq.com/@observablehq/plot-linear-regression

• Windowing

  • Cumulative
  • Moving averages, min/max, etc
  • https://docs.exploratory.io/visualization/features/window-calc
  • https://observablehq.com/@fil/moving-average-blur
  • https://observablehq.com/@skybrian/multiple-pass-moving-average-filters
  • https://observablehq.com/@d3/d3-blur

• Bollinger bands

  • https://observablehq.com/@d3/bollinger-bands/2
  • https://observablehq.com/@observablehq/plot-bollinger-bands
    • https://observablehq.com/plot/marks/bollinger

• Top N + Others (aggregate smaller values together, either by count or by a threshold)

• BoxPlot / ViolinPlot

  • https://airbnb.io/visx/statsplot
  • https://observablehq.com/plot/marks/box
  • https://observablehq.com/@jonhelfman/plot-violin-chart-with-facet
  • https://codepen.io/borntofrappe/pen/oNybwPB?editors=0010
  • https://d3og.com/mbostock/4061502/

• Bullet

  • https://nivo.rocks/bullet/

• Transforms

  • https://observablehq.com/@observablehq/plot-map
  • https://observablehq.com/@observablehq/plot-group
  • https://observablehq.com/@observablehq/plot-bin