How can I visualize data using Django and Pandas?

How can I visualize data using Django and Pandas?

You can use Pandas for data manipulation and Matplotlib or Seaborn for visualization in Django. Would you like a code example?

Yes, please provide a code example for a simple bar chart.

Sure! First, ensure you have Matplotlib installed. Then, you can create a view like this:

import pandas as pd
import matplotlib.pyplot as plt
from django.shortcuts import render

def my_view(request):
    data = {'Category': ['A', 'B', 'C'], 'Values': [10, 20, 15]}
    df = pd.DataFrame(data)
    df.plot(kind='bar', x='Category', y='Values')
    plt.savefig('path/to/save/bar_chart.png')
    return render(request, 'my_template.html')

How do I display the saved chart in my Django template?

You can display the saved chart in your template using the <img> tag. For example:

<img src="/path/to/save/bar_chart.png" alt="Bar Chart">