PL03-Topic02, seaborn

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Contents

• Installation
  • For linux
  • For windows
  • Version Control
• Relational plots
  • relplot
  • scatterplot
  • lineplot
• Categorical plots
  • catplot
  • stripplot
  • swarmplot
  • boxplot
  • violinplot
  • boxenplot
  • pointplot
  • barplot
  • countplot
• Distribution plots
  • jointplot
  • pairplot
  • distplot
  • kdeplot
  • rugplot
• Regression plots
  • lmplot
  • regplot
  • residplot
• Matrix plots
  • heatmap
  • clustermap
• Multi-plot grids
  • Facet grids
    • FacetGrid
    • FacetGrid.map
    • FacetGrid.map_dataframe
  • Pair grids
    • PairGrid
    • PairGrid.map
    • PairGrid.map_diag
    • PairGrid.map_offdiag
    • PairGrid.map_lower
    • PairGrid.map_upper
  • Joint grids
    • JointGrid
    • JointGrid.plot
    • JointGrid.plot_joint
    • JointGrid.plot_marginals
• Style control
  • set
  • axes_style
  • set_style
  • plotting_context
  • set_context
  • set_color_codes
  • reset_default
  • reset_orig
• Color palettes
  • set_palette
  • color_palette
  • husl_palette
  • hls_palette
  • cubehelix_palette
  • dark_palette
  • light_palette
  • diverging_palette
  • blend_palette
  • xkcd_palette
  • crayon_palette
  • mpl_palette
• Palette widgets
  • choose_colorbrewer_palette
  • choose_cubehelix_palette
  • choose_light_palette
  • choose_dark_palette
  • choose_diverging_palette
• Utility functions
  • load_dataset
  • despine
  • desaturate
  • saturate
  • set_hls_values

Installation

For linux

$ 

For windows

Version Control

Relational plots

relplot

API homepage

scatterplot

API homepage

lineplot

API homepage

Categorical plots

catplot

API homepage

stripplot

API homepage

swarmplot

API homepage

boxplot

API homepage

violinplot

API homepage

boxenplot

API homepage

pointplot

API homepage

barplot

API homepage

countplot

API homepage

Distribution plots

jointplot

API homepage

pairplot

API homepage

distplot

API homepage

kdeplot

API homepage

rugplot

API homepage

Regression plots

lmplot

API homepage

regplot

API homepage

residplot

API homepage

Matrix plots

heatmap

API homepage

clustermap

API homepage

Multi-plot grids

Facet grids

FacetGrid

API homepage

FacetGrid.map

API homepage

FacetGrid.map_dataframe

API homepage

Pair grids

PairGrid

API homepage

PairGrid.map

API homepage

PairGrid.map_diag

API homepage

PairGrid.map_offdiag

API homepage

PairGrid.map_lower

API homepage

PairGrid.map_upper

API homepage

Joint grids

JointGrid

API homepage

JointGrid.plot

API homepage

JointGrid.plot_joint

API homepage

JointGrid.plot_marginals

API homepage

Style control

set

API homepage

import seaborn as sns

sns.set(style='darkgrid')
sns.set(style='whitegrid')
sns.set(style='dark')
sns.set(style='white')
sns.set(style='ticks')

axes_style

API homepage

set_style

API homepage

import seaborn as sns

sns.set_style("darkgrid")
sns.set_style("whitegrid")
sns.set_style("dark")
sns.set_style("white")
sns.set_style("ticks")

plotting_context

API homepage

set_context

API homepage

set_color_codes

API homepage

reset_default

API homepage

reset_orig

API homepage

Color palettes

set_palette

API homepage

color_palette

API homepage

husl_palette

API homepage

hls_palette

API homepage

cubehelix_palette

API homepage

dark_palette

API homepage

light_palette

API homepage

diverging_palette

API homepage

blend_palette

API homepage

xkcd_palette

API homepage

crayon_palette

API homepage

mpl_palette

API homepage

Palette widgets

choose_colorbrewer_palette

API homepage

choose_cubehelix_palette

API homepage

choose_light_palette

API homepage

choose_dark_palette

API homepage

choose_diverging_palette

API homepage

Utility functions

load_dataset

API homepage

despine

API homepage

desaturate

API homepage

saturate

API homepage

set_hls_values

API homepage

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Reference

• seaborn API
• post3