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Request for medium article help

Any criticisms or suggestions much appreciated for my draft article at: https://medium.com/@maxrottersman/dash-what-i-learned-in-5-days-7afc89aa9ca1

Full code at: https://github.com/maxrottersman/MaxDashProject

Also, can I replace a kludge I have:

#
# PART 2, Create our clean DASH LAYOUT object
#
app.layout = html.Div([
    dcc.Input(id='initialize_app_components_with_dummy_callback', value='', type='text', style={'display':'none'}),
    dcc.Dropdown(id='mgr-dropdown'), 
    dash_table.DataTable(id='table-container'), # , columns = [{"name": i, "id": i,} for i in (df.columns)]
    dcc.Graph(id='graph-container')
])
#
# PART 2, Load Initial DROPDOWN LIST DATA in our DASH layout which
# will happen after the app is run.
#
@app.callback(
    Output(component_id='mgr-dropdown', component_property='options'),
    [Input(component_id='initialize_app_components_with_dummy_callback', component_property='value')]
)
def mgr_dropdown_BuildOptions(df_for_dropdown):  
    return data_mgr_options_build()

With something like this I saw in the forum but can’t get working?

app.callback(Output('mgr-dropdown', 'options')) (mgr_options_build())

Thanks!

Okay, crickets :wink: I’ve posted the article but will keep editing it as time, interest dictates. So if you have any thoughts please shoot them my way: https://medium.com/@maxrottersman/if-youre-confused-learning-plotly-dash-7afc89aa9ca1?source=friends_link&sk=791100e1e33aa3f1625602d9d199546e