How can I create interactive dashboards using Plotly and Dash in Jupyter Notebook?

How can I create interactive dashboards using Plotly and Dash in Jupyter Notebook?

You can create interactive dashboards in Jupyter Notebook using Plotly and Dash by following these steps: 1. Install the necessary libraries, 2. Create a Dash app, 3. Define your layout and callbacks, and 4. Run the app within the notebook.

What libraries do I need to install for this?

You need to install Plotly and Dash. You can do this using pip: !pip install plotly dash.

Can you provide a simple example of a Dash app?

Sure! Here's a simple example:

import dash
from dash import dcc, html
import plotly.express as px

app = dash.Dash(__name__)

app.layout = html.Div([
    dcc.Graph(
        figure=px.line(x=[1, 2, 3], y=[4, 1, 3], title='Simple Line Plot')
    )
])

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

How do I run this code in Jupyter Notebook?

To run this code in Jupyter Notebook, make sure to use the mode='inline' parameter in app.run_server(), which allows the app to display directly in the notebook.