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

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

You can create interactive visualizations by installing Plotly and Dash, then using them within a Jupyter Notebook. Would you like a step-by-step guide?

Yes, please provide the steps to set it up.

First, install the necessary libraries using pip: !pip install plotly dash. Then, import them in your notebook. Next, create a simple Dash app and run it within the notebook.

Can you show me a basic example of a Dash app?

Sure! Here's a simple example:

import dash
from dash import html

app = dash.Dash(__name__)

app.layout = html.Div(children=[
    html.H1('Hello Dash'),
    html.Div('Dash: A web application framework for Python.')
])

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

How do I run this Dash app in Jupyter Notebook?

You can run the Dash app in Jupyter Notebook using the JupyterDash library. Install it with !pip install jupyter-dash, then use JupyterDash to create and run your app.