Events not bubbling consistently on px.scatter plot

[esandoval30]

streamlit_plotly_events==0.0.6
streamlit==1.23.1
streamlit-autorefresh==1.0.1
plotly==5.15.0
plotly-express==0.4.1

#bubble chart
fig = px.scatter(df_bubble, x="total_amount", y="total_transactions",
size="total_amount",color=category_selected,
hover_name="fraud_probability", log_y=False, log_x=False, size_max = 40, width=600, height=500)

#listen to events
selected_points = plotly_events(fig,click_event=True,hover_event=False)

When I click on a specific bubble in this scatter plot, selected_points contains data approx 10% of the times

What could be happening?

[esandoval30]

I found that the query behind the dataframe feeding the scatter plot was taking too long.

I added a @st.cache_data(ttl=30) decorator to the method that executes the query.
It all works now.

All clicks are captured in selected_points

Not sure exactly why/how but I hope this helps others workaround or fix this issue