Machine learning is about extracting knowledge from data. When most people think of machine learning or AI, they imagine large companies or academic research teams. However, it’s relatively straightforward to implement machine learning solutions using Python on your own PC.…Continue readingUsing Python to Predict Transfer Market Values
The final instalment in the series on using data to rank the champions of Europe’s top five leagues sees us focus on the Italian and French top flights. I’ve decided to combine the analysis of these two leagues together due…Continue readingWhich Teams are the Best Serie A and Ligue 1 Champions?
This article continues the series of assessing the winners of Europe’s top five leagues. We’ve been using data to find an all-time champion for each league. In the last two articles we analysed the Premier League and the Bundesliga. This article will focus…Continue readingWhich Team is the Best La Liga Champion?
Previously we looked at the best and worst Premier League champions. What happens if we try the same exercise for the Bundesliga? The Premier League has existed since 1992. The Bundesliga is nearly twice as old, with its first season in 1963. Add…Continue readingWhich Team is the Best Bundesliga Champion?
I’ve already ranked the top five teams to win the Premier League. So, it only seems fair to do the same to find the worst teams to lift the trophy. I’ve collected both defending and attacking data to calculate how…Continue readingWhich Team is the Worst Premier League Champion?
Each season, a team is crowned Premier League champions. While each of those teams can claim to be the best from that year, how do we know which team is the best ever? Opinions on this are easy to come…Continue readingWhich Team is the Best Premier League Champion?
This SEO guide first appeared on the Screaming Frog website on 5th May 2021. Mark Twain once remarked that ‘There is no such thing as an original idea’. Now, whether or not you agree with the famously grumpy American author,…Continue readingLearn SEO: Duplicate Content
This post was published on the Screaming Frog blog on 13th October 2020. Lies, damned lies, and statistics. This pithy quote sums up most people’s attitude to data. It’s either untrustworthy, unreliable, or just plain boring. But in the right…Continue readingHow to Turn Data into a Content Marketing Campaign
This post was published on the Screaming Frog blog on 3rd October 2019. Unless you’re lucky enough to operate in a monopoly, competition will be an everyday part of your business. Online is no different. Knowing who you’re fighting for…Continue readingThe Beginner’s Guide to SEO Competitor Analysis