Perfectly Awesome

seaborn gallery

Violinplots with observations

Violinplots grouped, split violins

Violinplot - wide-form dataset

Timeseries plot with error bands

Time series - small, multiple

Smooth kernel density with marginal histograms

Scatterplot with multiple semantics

Scatterplot with marginal ticks

Scatterplot heatmap

Scatterplot Matrix

Scatterplot - varying point sizes and hues

Scatterplot - continuous hues and sizes

Scatterplot - categorical variables

Ridge plot - overlapping densities

Regression fit over a strip plot

Paired density and scatterplot matrix

Paired categorical plots

Multiple linear regression

Model residuals

Lineplot - wide-form dataset

Linear regression - marginal distributions

Line plots - multiple facets

Large number of facets

Large distributions

KDE plots - bivariate

KDE - joint

Jitter spripplot

Histograms - joint and marginal

Histograms - faceted with subsets of data

Histogram, stacked, log scale

Histogram - trivariate with two categorical variables

Hexbin plot with marginal distributions

Heatmaps - annotated

Heatmap - discovering structure

Facetted ECDF plots

Faceted logistic regression

FacetGrid with custom projection

Dot plot with several variables

Different cubehelix palettes

Correlation matrix (diagonal)

Conditional kernel density estimate - conditional

Color palette choices

Boxplots - grouped

Boxplot, horizontal, with observations

Bivariate plot with multiple elements

Barplots - grouped

Bar plots - horizontal

Anscombe’s quartet

ANOVA, 3-way