I’ve got a plotly mapbox setup like this

fig = px.scatter_mapbox(
    data,
    lat="Latitude",
    lon="Longitude",
    zoom=4,
    height=0,
    color="Engagement",
    mapbox_style="carto-darkmatter",
    hover_data={
        "Latitude": False,
        "Longitude": False,
        "Engagement": False,
        "1st study": True,
    },
)

fig.update_layout(
    margin={"r": 0, "t": 0, "l": 0, "b": 0},
    hoverlabel=dict(bgcolor="black", font_size=16, font_family="Lato"),
)

colour_map = {1: "#ff0000", 2: "#2a00ff", 3: "#1be43c"}

colours = [colour_map[val] for val in data["Engagement"]]

fig.update_traces(marker=dict(size=6, color=colours))
fig.show()

Is there a way of adding e.g. a checkbox to the map to make the points toggleable based on the Engagement value?