What is Named Entity Extraction? In simpler terms Named Entity Extraction (NER) is a process of extracting entities from unstructured or raw text in Natural Language Processing. The purpose is to classify or cluster documents based on the extracted entities. There can be multiple use cases of NER but at its core, it’s to classify … Read more
Ever since Search Console API came into the picture there have been so many brilliant applications of it. Once you combine GSC API with Python the amount of data that you can extract, manipulate & visualize is simply incredible. In this post, I will explain how you can visualize Search Console URLs data with Month … Read more
What if I told you it is possible to capture a full-screen screenshot for a list of URLs & have it stored in a folder on your local machine? I recently came across a situation where I had to visually scan hundreds of webpage to check whether they have a specific visual element that I … Read more
Building Python Scripts to speed up your tasks or automate tasks is fun & there are IDEs like Replit that kind of act like an App however they aren’t exactly apps. What if I told you there is a way to transform your Python Code into a functional App that has a proper User Interface … Read more
Ever wondered how cool it would be if you could visualize large News Site URLs (Millions of URLs) in Topical Clusters to observe the biggest clusters they have? Data Visualization can contain a treasure trove of data. Guess what? it can be done & no you do not need to crawl the millions of URLs … Read more
There is no denying the fact that Python is incredibly useful for SEO. It helps speed up the SEO processes to a large extent. Some Python Script can in fact automate a lot of menial SEO tasks that you would have to do manually otherwise. In this article, we will explore some of the most … Read more
In the digital age, customer reviews have transitioned from casual word-of-mouth comments to impactful, online narratives that wield significant power over brands. These online testimonials have the potential to elevate a brand to stardom or push it into obscurity, based on authentic user experiences. Trustpilot stands at the forefront of this revolution, offering a global … Read more
SERP research is one of the most essential things to do in SEO. SERP Research helps you validate your keyword research, your landing page plan, content pruning decision, SERP-based cannibalization, and your internal linking decisions. For a small website, SERP research isn’t that difficult if we are talking about a small Local SEO website or … Read more
In this post, I will walk you through a Python Script that uses Plotly Library to visualize keyword performance based on clicks wherein X-Axis is the clicks cluster & Y-Axis is where the keywords are. Things you Need: You will need a GSC Export from G Sheets Search Analytics for Sheets containing keywords, clicks, impressions … Read more
When it comes to Internal Linking in SEO the opportunities are limitless. There are various ways you can build internal links & navigate the authority flow across the pages and help them rank better. And at the same time Internal Links could be responsible for cannibalization when 1 competitive exact match anchor is used to … Read more