:orphan:
:html_theme.sidebar_secondary.remove:

.. This document is auto-generated by the altair-gallery extension. Do not modify directly.

.. _gallery_multifeature_scatter_plot:


Multifeature Scatter Plot
=========================
This example shows how to make a scatter plot with multiple feature encodings.


.. altair-plot::
    :remove-code:
    


    import altair as alt
    from altair.datasets import data

    source = data.penguins()

    alt.Chart(source).mark_circle().encode(
        alt.X('Flipper Length (mm)', scale=alt.Scale(zero=False)),
        alt.Y('Body Mass (g)', scale=alt.Scale(zero=False, padding=1)),
        alt.Size('Beak Depth (mm)', scale=alt.Scale(zero=False)),
        color='Species'
    )


.. tab-set::

    .. tab-item:: Method syntax
        :sync: method

        .. code:: python


            import altair as alt
            from altair.datasets import data

            source = data.penguins()

            alt.Chart(source).mark_circle().encode(
                alt.X('Flipper Length (mm)').scale(zero=False),
                alt.Y('Body Mass (g)').scale(zero=False, padding=1),
                alt.Size('Beak Depth (mm)').scale(zero=False),
                color='Species'
            )


    .. tab-item:: Attribute syntax
        :sync: attribute

        .. code:: python


            import altair as alt
            from altair.datasets import data

            source = data.penguins()

            alt.Chart(source).mark_circle().encode(
                alt.X('Flipper Length (mm)', scale=alt.Scale(zero=False)),
                alt.Y('Body Mass (g)', scale=alt.Scale(zero=False, padding=1)),
                alt.Size('Beak Depth (mm)', scale=alt.Scale(zero=False)),
                color='Species'
            )