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

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

You can create interactive dashboards using Plotly and Dash by installing the Dash library and defining your layout and callbacks.

What are the basic components I need to set up a Dash app?

The basic components include the Dash app instance, layout, and callbacks. You can use HTML and Plotly components for the layout.

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

Sure! Here's a simple example:

import dash
import dash_core_components as dcc
import dash_html_components as html

app = dash.Dash(__name__)

app.layout = html.Div([
    dcc.Graph(
        id='example-graph',
        figure={
            'data': [{'x': [1, 2, 3], 'y': [4, 1, 2], 'type': 'bar', 'name': 'SF'},],
            'layout': {'title': 'Dash Data Visualization'}
        }
    )
])

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

How do I add interactivity to my dashboard?

You can add interactivity by using callbacks to update your components based on user input, like dropdowns or sliders.