Best SEO Posts of 2020 (with some Python)

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2020 has been a big year. Here is a collection of the best SEO posts that I have read in 2020.

Best SEO Posts in 2020

Google Entity Carousels: How to Earn Your Spot by Andrea Volpini 

How we boosted our traffic by 504.17% with a SEO-Friendly Web Story by Andrea Volpini 

An Alternative Approach to XML Sitemaps by Olivier Mason

Automated Title Tag Optimization Using Deep Learning by Hamlet Batista

Here’s what happened when I followed Googlebot for 3 months by Max Cyrek

Rendering SEO manifesto – why JavaScript SEO is not enough by Onely

Best SEO Posts in 2019

Pretrained open-source BERT NLP model

SEO dashboard from Search console Data using the Google Search API, Mysql database , NodeJS RESTAPI

How we optimized our Crawl Budget by removing 72% of Skroutz indexed URLs while growing to 30 million sessions

Neural Networks with Keras: Predicting Car Sales

This Person Does Not Exist (a tool to generate unlimited fake faces with AI)

Basic SEO Data Analysis With Python

Keyword Network Analysis with Python and Gephi

Python For SEO packages by Hamlet Batista

Scraping for Machine Learning (French)

How to Automate Pagespeed Insights For Multiple URLs using Google Sheets

Get SEO Data with the Google Custom Search JSON API

TechSEO Crawler by JR Oakes

Scraping ‘People also asked’ on Google Search

Keyword cannibalization issues using Google Search Console data

Evolving “nofollow” – new ways to identify the nature of links

This series on programmatic SEO

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Spying On Google: 5 Ways to Use Log File Analysis To Reveal Invaluable SEO Insights

Programming for SEOs – Whiteboard Friday

Tool + How to do automated Google Lighthouse bulk tests

Command Line Automation for Repetitive Tasks

How to Identify Keyword Cannibalisation (Tool)

Advanced Linkbuilding: How to Find the Absolute Best Publishers and Writers to Pitch

PageRank Update

How to run Screaming Frog SEO Spider in the cloud in 2019

The Content Strategy Discovery Tool

How to Automatically Categorise Keywords for the Buyer’s Journey

Interesting SEO Posts in 2018

Google Lighthouse custom audits tutorial

Use Selenium & Python to scrape LinkedIn profiles One of the best ways to get your account banned 🙂

Recommender Systems in Python: Beginner Tutorial

Increase your Instagram followers with a simple Python bot

SEO Contest Exposes Weakness in Google’s Algorithm

How to Crawl An Entire Industry Faster Than Most Crawl A Single Site

Regular expressions and XPaths alternatives every SEO needs

Notable SEO Posts in 2017

How to test localhost website with Google SEO tools

Old but fashioned SEO posts from 2016

Core Principles of SEO for JavaScript

Logging loop progress in Python like a pro with tqdm

Algorithms and architecture for job recommendations

How to build a job search engine using elastic search