Penguins Explorer

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

---
title: "Penguins Explorer"
---

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

```{python}
from inspect_viz import Data, Param
from inspect_viz.input import select
from inspect_viz.layout import hconcat
from inspect_viz.mark import dot
from inspect_viz.plot import plot
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")
```

```{python}
hconcat(
    select(penguins, label="Species", column="species"),
    select(label="X", options=axes, target=x_axis),
    select(label="Y", options=axes, target=y_axis)
)
```

```{python}
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="symbol",
)
```

```{python}
table(penguins)
```