Python Projects for SEO (Best Resources)
If you are keen to learn Python, here are a few project ideas and Python learning resources to help you improve your Python skills....
Create Feature Image With Python (Pillow)
Creating Images for your blog can be a painful process. I hate working on images, so I decided to always use the same background...
Forecasting Speed Improvements with PageSpeed API, Lighthouse and Python
Page Speed Insights API is a super powerful tool which can give us a lot of information to enhance our website performance. However, sometimes...
Introduction to HTML for SEO and Web Scraping
HTML, or HyperText Markup Language, is a markup language to create web pages. This tutorial is a simple introduction to HTML focusing on SEO. You...
Google Search Console API with Python (Video Example)
Welcome to this Google Search Console API tutorial with Python. In this tutorial, I will show you how to extract all your Google Search...
Keyword Density and Entity Calculator (Python + Knowledge Graph API)
For years SEOs have clambered on about how keyword density is dead. For keyword ranking perhaps, but it’s still a useful tool in determining...
Learn Git and Github (Complete Guide)
Web developers need to learn Git and Github. That is a no brainer. There are also good reasons for others working in the web...
What is Git
Git is a version control system for tracking changes made to source code over time. How do programmers keep track of different versions of...
30 Days of Pandas (by Cornellius Yudha Wijaya)
I decided to create a daily post for 30 days about Pandas to show why I love this library. Here I would give method...
Install NodeJS and NPM (Mac and Windows)
Node.js is a JavaScript-based environment that can be used to create servers applications. In this post, we will learn how to install NodeJS and...
Parse Robots.txt to a DataFrame with Python
In this post, I will show you how to parse a Robots.txt file and save it to Pandas Dataframe using Python. The full code...
Reddit API Project with Python: Show Random Reddit Post in Terminal
In this simple reddit API project with Python, we will learn how to show random Reddit publications in the Terminal Shell when we open...
Useful Python SEO Functions
Here is a collection of useful Python functions that SEOs can use to do things like making http requests. Generate Fake User-Agent Check Robots.txt...
Google Search Console Data From a List of URLs (GSC API)
With this Python script, I will show you how to extract Google Search Console data from a list of URLs. This is the perfect...
What is Google Search Console API?
The Google Search Console API is an application programming interface offered by Google to allow users to query the Google Search Console data without...
How to become an SEO Analyst
In this post, we will look at how to become an SEO Analyst. Even if multiple career paths can lead to becoming an SEO...
Incredible SEO Tasks you can do With Google Tag Manager
Google Tag Manager is a fantastic tool to give SEOs the flexibility to test SEO modifications to stuff like meta descriptions, structured data, and...
31 Ways to use Chrome DevTools (for SEO)
This post will help you use Chrome DevTools to solve some of the most common SEO tasks. What is Chrome DevTools Chrome DevTools is...
Install Google Analytics with Google Tag Manager
I will show you the easiest way to install Google Analytics with Google Tag Manager. (Step-by-step) What we are going to do is: Create...
Why Learn Python for SEO (By Elias Dabbas)
Why learn Python? Learning programming and data science is obviously good and gets you productive, but you have to put the effort to make...
A/B Split Testing Resources and Blog Posts to Help With SEO
Ever since I have heard about Distilled’s SEO Split Testing Platform, I have been obsessed with the idea to replicate this tool. I have...
Debugging JavaScript
Debugging is the worst part of JavaScript for some, and the best part for others. One thing is sure though, it is an inevitable...
Random User-Agent With Python and BeautifulSoup (by JR Oakes)
How to use random user-agents when extracting information when using Beautifulsoup to grab the internal links for a web page.
How to use Reddit API With Python (Pushshift) with Example
In this post, I will show you how to make an API call with Reddit API and Python using Pushshift.io.
How and Why You Should Learn Python for SEO
Top SEO Experts share their advice on how and why you should learn Python for SEO. (JR Oakes, Hamlet Batista, Elias Dabbas and more)
Get BERT Score for SEO (by Pierre Rouarch)
In this post, we will see how to calculate the "BERT score" to see if a web page has a chance to answer a...
Find Keyword Cannibalization Using Google Search Console and Python
Natzir Turrado has built a fantastic keyword cannibalization tool for Python to identify possible keyword cannibalization issues using Google Search Console data.
Backup Google Search Console Data Into MySQL With Python
This guide will show you the easiest way to automatically backup your Google Search Console Data in MySQL using Python. Why Use a MySQL...
Get All Your Search traffic With Google Search Console API (With Code Sample)
This post will show you how you can automatically extract all your search traffic and all your keywords from Google Webmaster Tool using Python...
Authenticate Google Search Console API With OAuth2 (Python example)
This tutorial is for SEOs that would like to use Google Search Console API with Python.
Gmail API with Python (How to Send an Email Using Python)
This easy tutorial will show you how to send an email using python and the Gmail API.
Recrawl URLs Extracted with Screaming Frog (using Python)
This tutorial is for you that wants to crawl a website with Screaming Frog and extract more URLs from those pages to be recrawled.
Tutorial: Run Python With Spyder IDE
As part of our complete guide on Python for SEO, we will learn how to use Spyder IDE to run Python.
Python Libraries for SEO – Beginner Guide
Learn how to use basic packages like pandas, numpy and matplotlib to do SEO with Python.
Learn Python Programming (Tutorial)
In order to learn Python for SEO, you need to understand why you should learn Python in the first place. Then, you need to...
How To Install Google Optimize With Tag Manager (with Example)
This easy tutorial will show you the steps to install Google Optimize with Google Tag Manager. (even if you are an absolute beginner) What...
Google Analytics Reporting API v4 using Python [2021 update]
This is the best place to learn how to set up Google Analytics Reporting API with Python.
SEO Technical Audit Checklist
Technical SEO checklist for beginners and advanced SEOs that don’t want to forget basics when doing a technical SEO audit. What to Audit? How...
How to Set-up a Project in Ahrefs
Ahrefs is an amazing Technical SEO tool to spot issues on your website and track rankings for your keywords. Let’s see how you can...
CausalImpact for SEO [SEO Split-Testing Experiment]
How to run CausalImpact for SEO Split-testing Experiment.
SEO Split-Testing Experiments Using Google Tag Manager
In this post, I will show you how to implement SEO split-testing experiments using Google Tag Manager (GTM).
Stratified Sampling Using Google Analytics + Python
In this guide we will learn how to Extract Google Analytics Data With Python following those steps...
SEO Split Test Using Python + CausalImpact + Tag Manager
In this guide, I will provide you with everything you need to set up your own SEO split tests with Python, R, the...
How To Work With Jupyter Notebook
Jupyter Notebook, what it is and how to use it. How to Install and launche Jupyter Notebook?
Pagination SEO
When Google announced that they no longer supported rel="next" and rel="prev", it caused a lot of turmoil in the SEO industry about what we...
Create a MySQL Database using Python (pymySql)
In this tutorial, we will learn how to create a SQL database using Python and the MySQL relational database management system. You can save...
What is Rendering (how Googlebot Renders a Web Page) ?
This post is for technical SEOs that want to understand how Googlebot renders a website. I will help you understand what is rendering and...
Understand Google Tag Manager Data Layers
What are Data Layers? How do they work in Google Tag Manager? How to use data layers? When you start getting really serious with...
Best SEO Posts of 2020 (with some Python)
2020 has been a big year. Here is a collection of the best SEO posts that I have read in 2020. Best SEO Posts...
How to Get Google Search Console API Keys (with Example)
You want to be able to use Google Search Console API but know nothing about Google APIs? This beginner guide will show you how...
Buying Expired Domain For SEO (What to Expect?) – SEO Myth Tested
Many SEO bloggers preach for the acquisition of organic traffic by acquiring expired domains. Is it working? Not so sure! Disclaimer: This is only...
The 10-Step Guide To Install Python With Anaconda [On Windows]
How to install python on Windows using Anaconda. With this guide, you’ll have everything you need to install Anaconda and get started with Python.
Find Rendering Problems On Large Scale Using Python + Screaming Frog
I’ve been struggling for the past 6 months to find a solution to extract rendering problems on a large scale. Fantastic enough, Tobias Willmann...
How to Scrape Google Using XPath
What if I tell you that you could rank #1 on Google and get 0 clicks. It would be an obvious statement to experienced...
How to Rank Your Linkedin Page On Google (SEO Case Study)
How do you help your LinkedIn company page rank higher in Google? Is there a true SEO case study that could help me understand...
How to Create a Repository on Github
This post will show you how to create a repository on Github.
How to Make a Killer Technical SEO Audit (with Example)
How to identify and fix technical SEO issues to improve your organic traffic. Forget technical SEO templates. When it comes to technical audits, there...
How To Manage Your Online Reputation (and Own Your Branded SERPS)
Most people don’t realize this because they always look at their own brand, but branded terms have a crazy high search volume. See for...
BrightonSEO 2019 Slides & Videos
Brighton SEO has been a massive year in 2019 with speakers John Mueller, Darren Shaw and Fili Wiese. Unfortunately, being thousands of miles away,...
How to use Google Search Console API with R
Automation is a big hub in SEO and R is one of the greatest tools to help you do just that. But first, you...