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How can I create interactive dashboards using Plotly?

An example of an AI chatbot conversation about creating interactive dashboards with Plotly.

😀
You

How can I create interactive dashboards using Plotly?

MagicBuddy
MagicBuddy

You can create interactive dashboards using Plotly by utilizing Dash, a web application framework for Python. Would you like a basic example?

😀
You

Yes, please provide a simple example of a Dash app.

MagicBuddy
MagicBuddy

Here's a simple example:

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

app = dash.Dash(__name__)

data = px.data.iris()
fig = px.scatter(data, x='sepal_width', y='sepal_length', color='species')

app.layout = html.Div(children=[
    html.H1(children='Iris Dataset Scatter Plot'),
    dcc.Graph(figure=fig)
])

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

This code creates a simple scatter plot of the Iris dataset. Would you like to know more about customizing it?

😀
You

What are some ways to customize the dashboard?

MagicBuddy
MagicBuddy

You can customize your dashboard by adding different components like dropdowns, sliders, and graphs. You can also style it using CSS. Would you like to see an example of adding a dropdown?

😀
You

Yes, that would be great!

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