Dropdowns in plotly express Scatter + Marginal don't work

📊 Plotly Python
#1

When i change xaxis data from Dropdowns then plotly.histogram fails.
With yaxis works.
¿Any suggestion?

# -*- coding: utf-8 -*-
"""
Created on Fri Nov 25 16:59:14 2022

@author: daekka
"""
# Libraries
import pandas as pd
import numpy as np
import plotly.express as px
import plotly.io as pio
pio.renderers.default='browser'

# Create the pandas DataFrame
dates = pd.date_range("20130101", periods=600)
df = pd.DataFrame(np.random.randn(600, 4), index=dates, columns=list("ABCD"))

# Create plot
fig = px.scatter(df, x= df.columns[0] , y=df.columns[0], marginal_x="histogram", marginal_y="histogram")

# Update layout
fig.update_layout(
    updatemenus=[
        {
            "buttons": [
                {
                    "label": c,
                    "method": "update",
                    "args": [
                        {axis: [df[c]]},
                        {f"{axis}axis": {"title": {"text": c}}}, 
                    ],
                }
                for c in df.columns
            ],
            "x": 0 if axis == "x" else 0.4,
            "y": 1.2,
        }
        for axis in "xy"
    ]
)


fig.show()