Penguins Explorer

Dataset: penguins.parquet

Use the species drop down to see only points for a particular species. Use the x and y drop downs to explore differnet variables.

Code

from inspect_viz import Data, Param
from inspect_viz.input import select
from inspect_viz.layout import hconcat, vconcat
from inspect_viz.mark import dot
from inspect_viz.plot import plot, legend
from inspect_viz.table import table

penguins = Data.from_file("penguins.parquet")

axes = ["body_mass", "flipper_length", "bill_depth", "bill_length"]
x_axis = Param("body_mass")
y_axis = Param("flipper_length")

vconcat(
    hconcat(
        select(penguins, label="Species", column="species"),
        select(label="X", options=axes, target=x_axis),
        select(label="Y", options=axes, target=y_axis)
    ),
    plot(
        dot(penguins, x=x_axis, y=y_axis, stroke="species", symbol="species"),
        grid=True,
        x_label="Body mass (g) →",
        y_label="↑ Flipper length (mm)",
        legend="color"
    ),
)