plotnine

aes aes

dataframe dataframe

str str

'center' | 'left' | 'right' 'center' | 'left' | 'right'

'center' | 'top' | 'bottom' | 'baseline' 'center' | 'top' | 'bottom' | 'baseline'

'fixed' | 'free' | 'free_x' | 'free_y' 'fixed' | 'free' | 'free_x' | 'free_y'

'h' | 'v' 'h' | 'v'

'hls' | 'husl' 'hls' | 'husl'

'horizontal' | 'vertical' 'horizontal' | 'vertical'

'last' | 'first' | 'both' 'last' | 'first' | 'both'

'normal' | 'italic' | 'oblique' 'normal' | 'italic' | 'oblique'

'open' | 'closed' 'open' | 'closed'

'right' | 'left' 'right' | 'left'

'seq' | 'div' 'seq' | 'div'

'seq' | 'div' | 'qual' 'seq' | 'div' | 'qual'

'statsmodels' | 'scipy' | 'sklearn' 'statsmodels' | 'scipy' | 'sklearn'

't', 'norm' or 'euclid', (default: 't') 't', 'norm' or 'euclid', (default: 't')

'top' | 'bottom' | 'left' | 'right' 'top' | 'bottom' | 'left' | 'right'

'top' | 'right' 'top' | 'right'

(default: area) (default: area)

Boolean Boolean

Bunch Bunch

DataFrame DataFrame

DrawingArea DrawingArea

Lanel Lanel

Layer Layer

Layout Layout

Matplotlib.figure.Figure Matplotlib.figure.Figure

None | 'legend' None | 'legend'

None | (float, float) None | (float, float)

None | int None | int

None | iterable None | iterable

OffsetBox OffsetBox

OrderedDict OrderedDict

Themeable Themeable

aes aes

aes, optional aes, optional

array array

array or bool array or bool

array-like array-like

array-like(s), optional (default: None) array-like(s), optional (default: None)

array-like, optional (default: None) array-like, optional (default: None)

array_like array_like

array_like (optional) array_like (optional)

array_like or callable, optional array_like or callable, optional

array_like, 1d array_like, 1d

array_like, optional array_like, optional

axes axes

bool bool

bool (default: False) bool (default: False)

bool (default: True) bool (default: True)

bool or None, optional bool or None, optional

bool | list bool | list

bool, optional bool, optional

bool, optional (Default: False) bool, optional (Default: False)

bool, optional (default: False) bool, optional (default: False)

bool, optional (default: True) bool, optional (default: True)

coord coord

dataframe dataframe

dict dict

dict (default: {}) dict (default: {})

dict or None dict or None

dict or pandas.DataFrame dict or pandas.DataFrame

dict | dataframe dict | dataframe

dict, None, or one of {darkgrid, whitegrid, dark, white, ticks} dict, None, or one of {darkgrid, whitegrid, dark, white, ticks}

dict, None, or one of {paper, notebook, talk, poster} dict, None, or one of {paper, notebook, talk, poster}

dict, optional dict, optional

dict, optional (default: None) dict, optional (default: None)

dict-like dict-like

dict_like dict_like

element object element object

element_line element_line

element_rect element_rect

element_text element_text

environment environment

float float

float (default: 0) float (default: 0)

float (default: 0.5) float (default: 0.5)

float (default: 0.95) float (default: 0.95)

float (default: 1) float (default: 1)

float (default: 2/3.) float (default: 2/3.)

float (default: alpha = 0.05) float (default: alpha = 0.05)

float or None, optional (default: 0.5) float or None, optional (default: 0.5)

float or tuple, optional (default: None) float or tuple, optional (default: None)

float, (default: None) float, (default: None)

float, optional float, optional

float, optional (Default: 0) float, optional (Default: 0)

float, optional (default None) float, optional (default None)

float, optional (default: 0.25) float, optional (default: 0.25)

float, optional (default: 0.5) float, optional (default: 0.5)

float, optional (default: 0.7) float, optional (default: 0.7)

float, optional (default: 0.9) float, optional (default: 0.9)

float, optional (default: 1) float, optional (default: 1)

float, optional (default: 1.5) float, optional (default: 1.5)

float, optional (default: 2) float, optional (default: 2)

float, optional (default: None) float, optional (default: None)

formula | tuple | list formula | tuple | list

function function

function | dict function | dict

function | str function | str

function, optional function, optional

function, optional (default: None) function, optional (default: None)

geom geom

geom, optional geom, optional

gglot gglot

ggplot ggplot

ggplot (optional) ggplot (optional)

int int

int (default: 80) int (default: 80)

int or array_like int or array_like

int or float int or float

int or numpy.random.RandomState, optional int or numpy.random.RandomState, optional

int or str (default: normal) int or str (default: normal)

int or tuple, optional (default: 30) int or tuple, optional (default: 30)

int | float int | float

int | str int | str

int, optional int, optional

int, optional (default: 101) int, optional (default: 101)

int, optional (default: 30) int, optional (default: 30)

int, optional (default: 51) int, optional (default: 51)

int, optional (default: None) int, optional (default: None)

int, optional(default: 1024) int, optional(default: 1024)

int, optional(default: 64) int, optional(default: 64)

iterable iterable

iterable | float iterable | float

iterable | str iterable | str

layer layer

list list

list of Path list of Path

list of dataframes list of dataframes

list of guide_legend|guide_colorbar list of guide_legend|guide_colorbar

list of matplotlib.offsetbox.Offsetbox list of matplotlib.offsetbox.Offsetbox

list or callable or None list or callable or None

list or callable, optional list or callable, optional

list | tuple list | tuple

list, optional list, optional

list, very optional list, very optional

list-like list-like

list-like | None list-like | None

maptlotplib.figure.Figure maptlotplib.figure.Figure

matplotlib.axes.Axes matplotlib.axes.Axes

matplotlib.figure.Figure matplotlib.figure.Figure

matplotlib.offsetbox.Offsetbox | None matplotlib.offsetbox.Offsetbox | None

namespace namespace

ndarray | tuple ndarray | tuple

np.array np.array

number, optional number, optional

numeric numeric

numpy.array numpy.array

numpy.array or pandas.series numpy.array or pandas.series

object object

object or list object or list

panda.DataFrame panda.DataFrame

pandas.DataFrame pandas.DataFrame

pandas.DataFrame, optional pandas.DataFrame, optional

pandas.Series pandas.Series

pandas.dataframe pandas.dataframe

plotnine.geoms.geom_path.arrow (default: None) plotnine.geoms.geom_path.arrow (default: None)

plotnine.layout.Layout plotnine.layout.Layout

position position

position, optional position, optional

regression result instance regression result instance

resolution of x resolution of x

scalar scalar

scalar or array_like (optional) scalar or array_like (optional)

scale scale

series series

stat stat

stat, optional stat, optional

str str

str (default: None) str (default: None)

str (default: bl) str (default: bl)

str (default: butt) str (default: butt)

str (default: center) str (default: center)

str (default: norm) str (default: norm)

str (default: normal) str (default: normal)

str (default: round) str (default: round)

str (default: up) str (default: up)

str or None str or None

str or callable, optional (default: 'auto') str or callable, optional (default: 'auto')

str or file str or file

str or float, optional (default: 'normal_reference') str or float, optional (default: 'normal_reference')

str or function, optional str or function, optional

str or tuple str or tuple

str or tuple, optional str or tuple, optional

str or tuple, optional (default: None) str or tuple, optional (default: None)

str | None str | None

str | array_like | scalar | str-expression str | array_like | scalar | str-expression

str | function str | function

str | function | None str | function | None

str | list of str str | list of str

str | trans str | trans

str | tuple str | tuple

str | tuple | list str | tuple | list

str, optional str, optional

str, optional (Default: 'red') str, optional (Default: 'red')

str, optional (default: 'gaussian') str, optional (default: 'gaussian')

str, optional (default: 'y ~ x') str, optional (default: 'y ~ x')

str, optional (default: bygroup) str, optional (default: bygroup)

str, optional (default: dotdensity) str, optional (default: dotdensity)

str, optional (default: hv) str, optional (default: hv)

str, optional (default: o) str, optional (default: o)

str, optional (default: right) str, optional (default: right)

str, optional (default: round) str, optional (default: round)

str, optional (default: x) str, optional (default: x)

string string

string or dict string or dict

string or sequence string or sequence

theme theme

tup tup

tuple tuple

tuple (default: None) tuple (default: None)

tuple or dict (default: None) tuple or dict (default: None)

tuple, optional tuple, optional

tuple, optional (default: (-np.inf, np.inf)) tuple, optional (default: (-np.inf, np.inf))

tuple, optional (default: (0.25, 0.5, 0.75)) tuple, optional (default: (0.25, 0.5, 0.75))

type type

{'in', 'out', 'inout'} {'in', 'out', 'inout'}

{'vertical', 'horizontal'} {'vertical', 'horizontal'}