What are some examples of using Seaborn with Django?

What are some examples of using Seaborn with Django?

You can create visualizations in Django using Seaborn by integrating it with your data models. For example, you can plot a heatmap of user activity.

Can you show me a code snippet for that?

Sure! Here's a simple example:

import seaborn as sns
import matplotlib.pyplot as plt
from django.shortcuts import render

def user_activity_view(request):
    data = get_user_activity_data()  # Your function to fetch data
    sns.heatmap(data)
    plt.savefig('user_activity.png')
    return render(request, 'activity.html')

What other types of plots can I create with Seaborn?

You can create various plots like scatter plots, line plots, bar plots, and pair plots. Each can be customized to fit your data.

How do I customize the appearance of these plots?

You can customize Seaborn plots using parameters like palette, style, and size. For example, sns.set_style('whitegrid') changes the background.