plot.
box
Make a box plot of the Series columns.
Additional keyword arguments are documented in Koalas.Series.plot().
Koalas.Series.plot()
This argument is used by Koalas to compute approximate statistics for building a boxplot. Use smaller values to get more precise statistics.
matplotlib.axes.Axes
numpy.ndarray
Return an ndarray when subplots=True. Return an custom object when backend!=matplotlib.
subplots=True
backend!=matplotlib
Notes
There are behavior differences between Koalas and pandas.
Koalas computes approximate statistics - expect differences between pandas and Koalas boxplots, especially regarding 1st and 3rd quartiles.
The whis argument is only supported as a single number.
Koalas doesn’t support the following argument(s).
bootstrap argument is not supported
autorange argument is not supported
Examples
Draw a box plot from a DataFrame with four columns of randomly generated data.
For Series:
>>> data = np.random.randn(25, 4) >>> df = ks.DataFrame(data, columns=list('ABCD')) >>> ax = df['A'].plot.box()
This is an unsupported function for DataFrame type