Transparent markers misbehaving in plotly.express.scatter

Description

I create a scatter plot and use the color and size arguments. One subset gets transparent markers and is not visible in the plot and the legend.

But: if I hover over an area, where a marker should be, the tool tip is appearing, see figure below:

Expected Behavior

Marker should be visible in plot and legend.

Reproduction

Running the code below I get the figure above.

# %%
# Imports

import sys
import plotly
import pandas as pd
import plotly.express as px

print(f'Python version: {sys.version}')  # Mine is: 3.11.9
print(f'Pandas version: {pd.__version__}')  # Mine is: 2.2.2
print(f'Plotly version: {plotly.__version__}')  # Mine is: 5.22.0

# %%
# Create input frame

df = pd.DataFrame(
  [
    [11739,21.329416,10.010795,2,1],
    [20500,21.860714,12.238669,2,2],
    [1504,21.927166,10.314574,2,1],
    [28194,21.257576,12.823945,2,3],
    [9008,21.886381,9.579169,2,1],
    [17073,21.57327,11.087076,2,1],
    [40734,21.069445,11.887547,3,0],
    [36405,22.397081,11.608735,3,0],
    [36919,21.95463,12.856195,3,0],
    [9867,20.893126,10.761697,2,1]
  ],
  columns=['id' ,'x', 'y', 'loop_number', 'repetition']
)

df.set_index('id', inplace=True)

df.x = df.x.astype('float32')
df.y = df.y.astype('float32')
df.loop_number = df.loop_number.astype('category')  # As category to use color labels, not a color bar.
df.repetition = df.repetition.astype('int32')

df.head()

# %%
# Create Scatter Plot

px.scatter(
  df,
  x='x',
  y='y',
  color='loop_number',
  size='repetition',
  labels={
    'color': 'Type',
    'size': 'Size'
  },
  hover_name=df.index
)

Exécutez la reproduction Python fournie avec plotly.express.scatter en utilisant color='loop_number' et size='repetition'. Examinez pourquoi le sous-ensemble transparent est omis à la fois du graphique et de la légende, alors qu’il reste accessible au survol ; le travail est terminé lorsque les marqueurs et l’entrée de légende de ce sous-ensemble sont visibles, tout en préservant le comportement scatter signalé.