How To Use Python To Test SEO Theories (And Why You Should)

How To Use Python To Test SEO Theories (And Why You Should)

When working on sites with traffic, there is as much to lose as there is to gain from implementing SEO recommendations. The downside risk of an SEO implementation gone wrong can be mitigated using machine learning models to pre-test search engine rank factors. Pre-testing aside, split testing is the most reliable way to validate SEO … Read more

Using Python To Explain Homepage Redirection To C-Suite (Or Any SEO Best Practise)

Using Python To Explain Homepage Redirection To C-Suite (Or Any SEO Best Practise)

If you’re an SEO professional you might be working on a site that redirects the home page to a subdirectory, for example redirecting to a country specific version of the site. Or, using placeholder content linking to the main site’s home page in a subdirectory. In both those cases you could be struggling to convince … Read more

Bulk Loading Performance Tests With PageSpeed Insights API & Python

Bulk Loading Performance Tests With PageSpeed Insights API & Python

Google offers PageSpeed Insights API to help SEO pros and developers by mixing real-world data with simulation data,  providing load performance timing data related to web pages. The difference between the Google PageSpeed Insights (PSI) and Lighthouse is that PSI involves both real-world and lab data, while Lighthouse performs a page loading simulation by modifying … Read more

Making Python Scripts Work In Browser For Web App Creation

Making Python Scripts Work In Browser For Web App Creation

Making Python Scripts work in a web browser involves handling web app functions inside a web page via Python Programming Language. Since JavaScript is the main programming language for making a web browser work, and a web page interactive, Python is usually used for data science, machine learning, and artificial intelligence. Even if we have … Read more

Competitor Backlink Analysis With Python [Complete Script]

Competitor Backlink Analysis With Python [Complete Script]

In my last article, we analyzed our backlinks using data from Ahrefs. This time around, we’re including the competitor backlinks in our analysis using the same Ahrefs data source for comparison. Like last time, we defined the value of a site’s backlinks for SEO as a product of quality and quantity. Quality is domain authority … Read more

How To Automate Ecommerce Category Page Creation With Python

How To Automate Ecommerce Category Page Creation With Python

Clustering product inventory and automatically aligning SKUs to search demand is a great way to find opportunities to create new ecommerce categories. Niche category pages are a proven way for ecommerce sites to align with organic search demand while simultaneously assisting users in purchasing. If a site stocks a range of products and there is … Read more

Using Python + Streamlit To Find Striking Distance Keyword Opportunities

Using Python + Streamlit To Find Striking Distance Keyword Opportunities

Python is an excellent tool to automate repetitive tasks as well as gain additional insights into data. In this article, you’ll learn how to build a tool to check which keywords are close to ranking in positions one to three and advises whether there is an opportunity to naturally work those keywords into the page. … Read more

Visualizing Hot Topics Using Python To Analyze News Sitemaps

Visualizing Hot Topics Using Python To Analyze News Sitemaps

News sitemaps use different and unique sitemap protocols to provide more information for the news search engines. A news sitemap contains the news published in the last 48 hours. News sitemap tags include the news publication’s title, language, name, genre, publication date, keywords, and even stock tickers. How can you use these sitemaps to your … Read more

How To Do A Sitemap Audit For Better Indexing & Crawling Via Python

How To Do A Sitemap Audit For Better Indexing & Crawling Via Python

Sitemap auditing involves syntax, crawlability, and indexation checks for the URLs and tags in your sitemap files. A sitemap file contains the URLs to index with further information regarding the last modification date, priority of the URL, images, videos on the URL, and other language alternates of the URL, along with the change frequency. Sitemap … Read more

Differences Between R And Python : All You Should Know

R And Python

Are you here to know the differences between the two demanding programming languages ” R and Python”? Well, read the article till the end to get all the answers. Data science is a promising career field today. Many professionals are now seeking online certificate programs in this domain to gain job-ready skills. When diving into … Read more

How To Build A Recommender System With TF-IDF And NMF (Python)

How To Build A Recommender System With TF-IDF And NMF (Python)

Topic clusters and recommender systems can help SEO experts to build a scalable internal linking architecture. And as we know, internal linking can impact both user experience and search rankings. It’s an area we want to get right. In this article, we will use Wikipedia data to build topic clusters and recommender systems with Python … Read more

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