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Draw histogram.
Polars does not implement plotting logic itself but instead defers to
`Altair `_.
`s.plot.hist(**kwargs)` is shorthand for
`alt.Chart(s.to_frame()).mark_bar(tooltip=True).encode(x=alt.X(f'{s.name}:Q', bin=True), y='count()', **kwargs).interactive()`,
and is provided for convenience - for full customisatibility, use a plotting
library directly.
.. versionchanged:: 1.6.0
In prior versions of Polars, HvPlot was the plotting backend. If you would
like to restore the previous plotting functionality, all you need to do
is add `import hvplot.polars` at the top of your script and replace
`df.plot` with `df.hvplot`.
Parameters
----------
**kwargs
Additional arguments and keyword arguments passed to Altair.
Examples
--------
>>> s = pl.Series("price", [1, 3, 3, 3, 5, 2, 6, 5, 5, 5, 7])
>>> s.plot.hist() # doctest: +SKIP
zcount()z6cannot use `plot.hist` when Series name is `'count()'`z:QT)binxytooltip ) r
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Draw kernel density estimate plot.
Polars does not implement plotting logic itself but instead defers to
`Altair `_.
`s.plot.kde(**kwargs)` is shorthand for
`alt.Chart(s.to_frame()).transform_density(s.name, as_=[s.name, 'density']).mark_area(tooltip=True).encode(x=s.name, y='density:Q', **kwargs).interactive()`,
and is provided for convenience - for full customisatibility, use a plotting
library directly.
.. versionchanged:: 1.6.0
In prior versions of Polars, HvPlot was the plotting backend. If you would
like to restore the previous plotting functionality, all you need to do
is add `import hvplot.polars` at the top of your script and replace
`df.plot` with `df.hvplot`.
Parameters
----------
**kwargs
Additional keyword arguments passed to Altair.
Examples
--------
>>> s = pl.Series("price", [1, 3, 3, 3, 5, 2, 6, 5, 5, 5, 7])
>>> s.plot.kde() # doctest: +SKIP
densityz5cannot use `plot.kde` when Series name is `'density'`z density:Qr )as_Tr" r$ ) r r% r& r( r transform_density mark_arear* r+ r, s r kdeSeriesPlot.kdeO s @ )IC S/ !%)%6%6[ I IIdhh
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Draw line plot.
Polars does not implement plotting logic itself but instead defers to
`Altair `_.
`s.plot.line(**kwargs)` is shorthand for
`alt.Chart(s.to_frame().with_row_index()).mark_line(tooltip=True).encode(x='index', y=s.name, **kwargs).interactive()`,
and is provided for convenience - for full customisatibility, use a plotting
library directly.
.. versionchanged:: 1.6.0
In prior versions of Polars, HvPlot was the plotting backend. If you would
like to restore the previous plotting functionality, all you need to do
is add `import hvplot.polars` at the top of your script and replace
`df.plot` with `df.hvplot`.
Parameters
----------
**kwargs
Additional keyword arguments passed to Altair.
Examples
--------
>>> s = pl.Series("price", [1, 3, 3, 3, 5, 2, 6, 5, 5, 5, 7])
>>> s.plot.line() # doctest: +SKIP
indexz3cannot call `plot.line` when Series name is 'index'r Tr" r$ ) r r% r& r( r with_row_index mark_liner* r+ r, s r lineSeriesPlot.line{ s @ 'GC S/ !%,43D3D E IIdhh--/ 0
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