code: def global_explanation(original_variables):
      layout = html.Div(
          children=[
              html.Div(
                  [
                      dcc.Loading(
                          [
                              html.Div(
                                  [
                                      dcc.Dropdown(
                                          id="xaxis-column-test-2",
                                          options=[
                                              {"label": i, "value": i}
                                              for i in original_variables[
                                                  1
                                              ]
                                          ],
                                          value=original_variables[1],
                                          clearable=False,
                                      )
                                  ],
                                  style={"display": "none"},
                              )
                          ]
                      ),
                      html.Div(
                          [
                              html.H4(
                                  "Aggregate Feature Importance",
                                  style=style5,
                              ),
                              html.P(
                                  "Feature importance assign a score to input features based on how useful they are at predicting a target variable. ",
                                  style=style6,
                              ),
                              dcc.Loading(
                                  id="loading-1",
                                  type="circle",
                                  children=[
                                      html.Div(
                                          [
                                              html.Div(
                                                  [
                                                      html.H5(
                                                          id="global_message_1"
                                                      )
                                                  ],
                                                  className="insights_div_1",
                                              ),
                                              html.Div(
                                                  dcc.Graph(
                                                      id="global_feature_importance"
                                                  ),
                                                  className="aggregate_imp",
                                              ),
                                          ]
                                      )
                                  ],
                                  # children=dbc.Row([
                                  #         dbc.Col(html.Div(dcc.Graph(id="global_feature_importance")), width=8),
                                  #         dbc.Col([
                                  #                 html.Div([
                                  #                 html.H4("Insights"),
                                  #                 html.P(id='global_message_1')
                                  #                 ])
                                  #             ])
                                  #         ])
                              ),
                          ],
                          style=style7,
                      ),
                      html.Div(
                          [
                              html.H4(
                                  "Global Feature Impact", style=style8
                              ),
                              html.P(
                                  "Feature impact identifies which features (also known as columns or inputs) in a dataset have the greatest positive or negative effect on the outcomes of a machine learning model.",
                                  style=style9,
                              ),
                              dcc.Loading(
                                  id="loading-2",
                                  type="circle",
                                  children=dbc.Row(
                                      [
                                          dbc.Col(
                                              html.Div(
                                                  dcc.Graph(
                                                      id="global_feature_impact",
                                                      style={
                                                          "marginLeft": 50,
                                                          "marginTop": 0,
                                                          "height": "500px",
                                                      },
                                                  )
                                              ),
                                              width=8,
                                          ),
                                          dbc.Col(
                                              [
                                                  html.Div(
                                                      [
                                                          html.H4(
                                                              "How the overall model behavior was determined"
                                                          ),
                                                          html.P(
                                                              id="message_1"
                                                          ),
                                                          html.P(
                                                              id="message_2"
                                                          ),
                                                          html.P(
                                                              id="message_3"
                                                          ),
                                                      ]
                                                  )
                                              ]
                                          ),
                                      ]
                                  ),
                              ),
                          ],
                          style=style10,
                      ),
                  ],
                  style=style11,
              )
          ],
          style={"height": "400"},
      )
      return layout
  
imports: from imports import *
  from plotly_graphs import *
  from plotly_css import *
  from app import app
label_desc: Use image node_id 1 for calling a global function with example usage: global_explanation(original_variables) and returns: layout