Rendering Data-Frame to html template in table view using Django Framework Last Updated : 05 Sep, 2020 Improve Improve Like Article Like Save Share Report In Django, It is easy to render the HTML templates by setting URLs of respective HTML pages. Here we will let to know about how we can work with DataFrame to modify them for table view in the HTML template or web-pages, and for that, we have to use ‘render’ and ‘HttpResponse’ functions to manipulate the data inside the DataFrame. Sample DataFrame: Methods to render dataframe to html template – Using pandas.DataFrame.to_html(): By using this inbuilt function ‘to_html()‘ to convert DataFrame into HTML template. After using this method, the overall DataFrame is converted to ‘table’ html element, while the name of each column are transformed into ‘thead’ tag of table head. Whereas, each row of the DataFrame is transformed into ‘tr’ tag of table row element in HTML template page. views.py from django.shortcuts import HttpResponse import pandas as pd def Table(request): df = pd.read_csv("tableview/static/csv/20_Startups.csv") #'tableview/static/csv/20_Startups.csv' is the django # directory where csv file exist. # Manipulate DataFrame using to_html() function geeks_object = df.to_html() return HttpResponse(geeks_object) urls.py """ The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/3.0/topics/http/urls/Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name ='home') Class-based views 1. Add an import: from other_app.views import Home 2. Add a URL to urlpatterns: path('', Home.as_view(), name ='home') Including another URLconf 1. Import the include() function: from django.urls import include, path 2. Add a URL to urlpatterns: path('blog/', include('blog.urls')) """ from django.contrib import admin from django.urls import path from tableview import views urlpatterns = [ path('admin/', admin.site.urls), path('', views.Table, name ="table"), ] Output: Parsing DataFrame into Json objects and render into bootstrap template: Here we use proper bootstrap template and get a table view using render() function. views.py # Write Python3 code here from django.shortcuts import render import pandas as pd import json # Create your views here. def Table(request): df = pd.read_csv("tableview/static/csv/20_Startups.csv") # parsing the DataFrame in json format. json_records = df.reset_index().to_json(orient ='records') data = [] data = json.loads(json_records) context = {'d': data} return render(request, 'table.html', context) table.html (‘Bootstrap HTML Template’) <!-- Write HTML code here --> <!DOCTYPE html> <html lang="en"> <head> <title>TableView - Startup</title> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.5.0/css/bootstrap.min.css"> <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script> <script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.16.0/umd/popper.min.js"></script> <script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.5.0/js/bootstrap.min.js"></script> </head> <body> <div class="container"> <h2 class="text-center"><u>20 - Startups Table</u></h2><br> <table class="table table-dark table-striped"> <thead> <tr> <th>R&D Spend</th> <th>Administration</th> <th>Marketing Spend</th> <th>State</th> <th>Profit</th> </tr> </thead> <tbody> <!-- jinja2 Technique --> {% if d %} {% for i in d %} <tr> <td>{{i.RD_Spend}}</td> <td>{{i.Administration}}</td> <td>{{i.Marketing_Spend}}</td> <td>{{i.State}}</td> <td>{{i.Profit}}</td> </tr> {% endfor %} {% endif %} </tbody> </table> </div> </body> </html> Output: Like Article Suggest improvement Previous Convert Text File to CSV using Python Pandas Next Scrape content from dynamic websites Share your thoughts in the comments Add Your Comment Please Login to comment... Similar Reads Integrating Django with Reactjs using Django REST Framework How to create a frame inside a frame tkinter? Jinja for Server-Side Rendering in Django How to pass data to javascript in Django Framework ? Filter data in Django Rest Framework PyQtGraph – Getting Frame Size of the Image View PyQtGraph – Getting Frame Geometry of the Image View Convert CSV to HTML Table using Python Pandas and Flask Framework Render a HTML Template as Response - Django Views Implement Token Authentication using Django REST Framework Like night_fury1 Follow Article Tags : Python Django Python-pandas Python Write From Home Practice Tags : python