What are some examples of using Plotly Dash in Jupyter Notebooks?

Can you show me some examples of using Plotly Dash in Jupyter Notebooks?

Sure! Plotly Dash can be integrated into Jupyter Notebooks to create interactive web applications. For example, you can create a simple dashboard that visualizes data using Plotly graphs.

What kind of visualizations can I create with Plotly Dash?

You can create a variety of visualizations, including line charts, bar charts, scatter plots, and even complex dashboards with multiple components.

How do I set up a basic Dash app in a Jupyter Notebook?

To set up a basic Dash app, you need to import Dash and its components, define your app layout, and then run the app using the app.run_server() method.

Can you provide a code snippet for a simple Dash app?

Absolutely! Here's a simple example:

import dash
from dash import dcc, html

app = dash.Dash(__name__)

app.layout = html.Div([
    dcc.Graph(
        figure={
            'data': [{'x': [1, 2, 3], 'y': [4, 1, 2]}],
            'layout': {'title': 'Simple Dash Example'}
        }
    )
])

if __name__ == '__main__':
    app.run_server()