plotnine.stat_bin_2d

stat_bin_2d(
    mapping=None,
    data=None,
    *,
    geom="rect",
    position="identity",
    na_rm=False,
    bins=30,
    breaks=None,
    binwidth=None,
    drop=True,
    **kwargs
)

2 Dimensional bin counts

Parameters

mapping : aes = None

Aesthetic mappings created with aes. If specified and inherit_aes=True, it is combined with the default mapping for the plot. You must supply mapping if there is no plot mapping.

Aesthetic	Default value
x
y
fill	`after_stat('count')`
weight	`None`

The bold aesthetics are required.

Options for computed aesthetics

"xmin"    # x lower bound for the bin
"xmax"    # x upper bound for the bin
"ymin"    # y lower bound for the bin
"ymax"    # y upper bound for the bin
"count"   # number of points in bin
"density" # density of points in bin, scaled to integrate to 1

data : DataFrame = None

The data to be displayed in this layer. If None, the data from from the ggplot() call is used. If specified, it overrides the data from the ggplot() call.

geom : str | geom = "rect"

The statistical transformation to use on the data for this layer. If it is a string, it must be the registered and known to Plotnine.

position : str | position = "identity"

Position adjustment. If it is a string, it must be registered and known to Plotnine.

na_rm : bool = False

If False, removes missing values with a warning. If True silently removes missing values.

bins : int = 30

Number of bins. Overridden by binwidth.

breaks : array_like | tuple[array_like, array_like] = None

Bin boundaries. This supersedes the binwidth, bins, center and boundary. It can be an array_like or a list of two array_likes to provide distinct breaks for the x and y axes.

binwidth : float = None

The width of the bins. The default is to use bins bins that cover the range of the data. You should always override this value, exploring multiple widths to find the best to illustrate the stories in your data.

drop : bool = False

If True, removes all cells with zero counts.

**kwargs : Any = {}

Aesthetics or parameters used by the geom.