How can I embed Python visualizations in my web app?

How can I embed Python visualizations in my web app?

You can use libraries like Flask or Django to serve your visualizations. Would you like to know more about a specific library?

Yes, can you explain how to use Flask for this?

Sure! First, you'll need to install Flask and a visualization library like Matplotlib or Plotly. Then, you can create a route in Flask that generates the visualization and serves it as an image or HTML.

What about using Plotly specifically?

With Plotly, you can create interactive visualizations. You can embed them directly in your HTML using the Plotly.js library or render them as static images using Flask.

Can you provide a code example?

Absolutely! Here's a simple example:

from flask import Flask, render_template
import plotly.express as px

app = Flask(__name__)

@app.route('/')
def home():
    fig = px.scatter(x=[1, 2, 3], y=[4, 5, 6])
    graph_html = fig.to_html(full_html=False)
    return render_template('index.html', graph=graph_html)

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