pandas 1.4.2

ParametersReturns

Parameters

arr : ndarray
f : function
mask : ndarray

uint8 dtype ndarray indicating values not to apply f to.

convert : bool, default True

Whether to call maybe_convert_objects on the resulting ndarray

na_value : Any, optional

The result value to use for masked values. By default, the input value is used

dtype : numpy.dtype

The numpy dtype to use for the result ndarray.

Returns

np.ndarray

Substitute for np.vectorize with pandas-friendly dtype inference.

Examples

See :

Local connectivity graph

Hover to see nodes names; edges to Self not shown, Caped at 50 nodes.

Using a canvas is more power efficient and can get hundred of nodes ; but does not allow hyperlinks; , arrows or text (beyond on hover)

SVG is more flexible but power hungry; and does not scale well to 50 + nodes.

All aboves nodes referred to, (or are referred from) current nodes; Edges from Self to other have been omitted (or all nodes would be connected to the central node "self" which is not useful). Nodes are colored by the library they belong to, and scaled with the number of references pointing them


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