dashfrom dash import dcc, htmlfrom dash.dependencies import Input, Outputimport pandas as pdimport plotly dash import htmlfrom dash import dcc # Create a Dash app instance app = dash.Dash(__name__) # Define the app layout app.layout = html.Div(children=[ html.H1(} df = pd.DataFrame(data) # Initialize the Dash app app = dash.Dash(__name__) # Define the app layout app.layout = html.Div([ html.H1("Sales Dashboarddown tracking for semiconductor manufacturer buisness. generate fake test dataset<end_of_turn>""```python import dash from dash import dcc, html from dash.dependencies import Input, Output import pandas as pd import numpy*what* you want the UI to look like based on the state of your data, and Dash handles the updates. * **Components