pandas 1.4.2

NotesParametersReturns
memory_usage(self, deep: 'bool' = False) -> 'int'

Notes

Memory usage does not include memory consumed by elements that are not components of the array if deep=False or if used on PyPy

Parameters

deep : bool, default False

Introspect the data deeply, interrogate :None:None:`object` dtypes for system-level memory consumption.

Returns

bytes used

Memory usage of the values.

See Also

numpy.ndarray.nbytes

Total bytes consumed by the elements of the array.

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


File: /pandas/core/indexes/base.py#4864
type: <class 'function'>
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