seaborn 0.10.1
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Official seaborn tutorial¶

Plotting functions

  • Visualizing statistical relationships
    • Relating variables with scatter plots
    • Emphasizing continuity with line plots
    • Showing multiple relationships with facets
  • Plotting with categorical data
    • Categorical scatterplots
    • Distributions of observations within categories
    • Statistical estimation within categories
    • Plotting “wide-form” data
    • Showing multiple relationships with facets
  • Visualizing the distribution of a dataset
    • Plotting univariate distributions
    • Plotting bivariate distributions
    • Visualizing pairwise relationships in a dataset
  • Visualizing linear relationships
    • Functions to draw linear regression models
    • Fitting different kinds of models
    • Conditioning on other variables
    • Controlling the size and shape of the plot
    • Plotting a regression in other contexts

Multi-plot grids

  • Building structured multi-plot grids
    • Conditional small multiples
    • Using custom functions
    • Plotting pairwise data relationships

Plot aesthetics

  • Controlling figure aesthetics
    • Seaborn figure styles
    • Removing axes spines
    • Temporarily setting figure style
    • Overriding elements of the seaborn styles
    • Scaling plot elements
  • Choosing color palettes
    • Building color palettes
    • Qualitative color palettes
    • Sequential color palettes
    • Diverging color palettes
    • Setting the default color palette

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© Copyright 2012-2020, Michael Waskom. Created using Sphinx 2.3.1.