[Python] Plotly Express Using a Button to Update X and Y axis data for boxplot

Can anyone help me use a button to switch the data displayed on the graph? I am trying to change the data to show only Times from specific months. When I plot the graph with the buttons, the data does not change properly and the box plots show everyone having the same minimum time.

box_fig = px.box(mini_dt_cln, x='User', y='Time', color='User',
title = 'Interactive NYT Mini Leaderboard BoxPlot')

box_fig.update_layout(
updatemenus=[
dict(
type='buttons',
direction='right',
x=0.7, y=1.2,
showactive=True,
buttons=list(
[
dict(label='All Months', method='update', visible=True,
args=[
{'x': [mini_dt_cln['User']]},
{'y': [mini_dt_cln['Time']]}

],
),
dict(label='January', method='update', visible=True,
args=[
{'y': [mini_dt_cln[mini_dt_cln['Month']=='January']['Time']]},
{'x': [mini_dt_cln[mini_dt_cln['Month']=='January']['User']]}

],
),
dict(label='February', method='update', visible=True,
args=[
{'y': [mini_dt_cln[mini_dt_cln['Month']=='February']['Time']]},
{'x': [mini_dt_cln[mini_dt_cln['Month']=='February']['User']]}

],
),]),)])

box_fig.show()


I was expecting the boxplot to show only times from February when I click on the February button and only January when I click on the January button. The boxplot does not update properly and doesn't split data by user either. The regular boxplot works fine, the buttons do not work.

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