seaborn plot 종류

Bella·2021년 3월 9일
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Relational plots (관계형)

relplot

  • Figure-level interface for drawing relational plots onto a FacetGrid.
  • 사용법

scatterplot

  • Draw a scatter plot with possibility of several semantic groupings.
  • 사용법

lineplot

  • Draw a line plot with possibility of several semantic groupings.
  • 사용법

Distribution plots (분포도)

displot

  • Figure-level interface for drawing distribution plots onto a FacetGrid.
  • 사용법

histplot

  • Plot univariate or bivariate histograms to show distributions of datasets.
  • 사용법

kdeplot

  • Plot univariate or bivariate distributions using kernel density estimation.
  • 사용법

ecdfplot

  • Plot empirical cumulative distribution functions.
  • 사용법

rugplot

  • Plot marginal distributions by drawing ticks along the x and y axes.
  • 사용법

distplot

  • DEPRECATED: Flexibly plot a univariate distribution of observations.
  • 사용법


Categorical plots (범주형)

catplot

  • Figure-level interface for drawing categorical plots onto a FacetGrid.
  • 사용법

stripplot

  • Draw a scatterplot where one variable is categorical.
  • 사용법

swarmplot

  • Draw a categorical scatterplot with non-overlapping points.
  • 사용법

boxplot

  • Draw a box plot to show distributions with respect to categories.
  • 사용법

violinplot

  • Draw a combination of boxplot and kernel density estimate.
  • 사용법

boxenplot

  • Draw an enhanced box plot for larger datasets.
  • 사용법

pointplot

  • Show point estimates and confidence intervals using scatter plot glyphs.
  • 사용법

barplot

  • Show point estimates and confidence intervals as rectangular bars.
  • 사용법

countplot

  • Show the counts of observations in each categorical bin using bars.
  • 사용법


Regression plots (회귀)

lmplot

  • Plot data and regression model fits across a FacetGrid.
  • 사용법

regplot

  • Plot data and a linear regression model fit.
  • 사용법

residplot

  • Plot the residuals of a linear regression.
  • 사용법
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