Tag: python
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Analysing the 2023 FIFA Women’s World Cup with Graph Theory
It’s fair to say that I don’t follow many sports. I’m more of a casual observer myself and would much rather watch something like the Tour de France or a…
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How to Stream from the Mastodon API via HTTP in Python
As I’ve mentioned in many of my blog posts before this one, Mastodon has a publicly available API which can be used to scrape statuses, collect hashtags and much more.…
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How to Build a Self-Organising Map (SOM) in Python Step-by-Step
In a separate blog post, I covered the basis for understanding how self-organising maps (SOM) work. This included what a SOM is, why SOM’s are useful and how they work…
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How Self-Organising Maps Work: Explained with Graphics
Artificial Neural Networks (simply known as neural networks) come in all different shapes and sizes and can be designed to solve different types of problems. Classification, regression, supervised and unsupervised.…
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Linux Software I Use for Data Science Via the Terminal
In the previous post, I talked about some of the software I use every day for performing data science related tasks. In my case, the vast majority of the time…
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Temporal Network Animation of #WALvENG Discussions on Mastodon
On Saturday, Wales and England fans watched their team’s playing against each other in the famous Six Nations rugby match in Cardiff. As always, this receives a lot of attention…
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How to Create Simple Dynamic Graphs in Gephi
In a previous post, I walked through the basics on how to import a network into Gephi using a spreadsheet. As shown, this is an easy way to import data…
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How to Import a Network From a Spreadsheet Using Gephi
Gephi, is an amazing piece of software for building and visualising different types of network. It is considered the go-to software for network analytics and visualisation and is widely used…