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Ryan's Data Analytics Blogs

Contributing to Open Source during Hacktoberfest

A couple of months ago i took part in Hacktoberfest, a month-long event in October every year that encourages people around the world to contribute to open source projects. The first 50,000 people ...

My Experience at PyCon UK and Presenting my Poster

Last month, I attended PyCon UK from 15 to 19th Sep at Cardiff City Hall. I also had my proposal accepted for presenting a couple of posters on Twitter Analytics and Explainable AI. The work on ...

User Led Organisations: Networks and Links

This work was part of the Data Visualisation Challenge hosted by 360Giving https://challenge.threesixtygiving.org/. It looks to answer the following question posed by a panel of experts in the gra...

Funding patterns in the UK Grantmaking sector

This work was part of the Data Visualisation Challenge hosted by 360Giving https://challenge.threesixtygiving.org/. It looks to answer the following question posed by a panel of experts in the gra...

Application of Natural Language Processing and Visualisation for Tracking Twitter Discussion Around Global Snakebite­­ Disease

In this blog, I will introduce some work I was doing as part of my MSc project in collaboration with a company I was working for at the time. The purpose was to develop a tool which could be used ...

Using Advanced Regression Techniques to Predict House Prices

In this example, we will use the Ames, Iowa Housing dataset from Kaggle to fit a model to predict the final price of each house using the 79 explanatory variables in the dataset [1]. The code for...

Use of Sports Analytics to investigate Kobe Bryant’s Career Performance in the NBA

Sports analytics is frequently carried out by numerous National Basketball Association (NBA) franchises and teams in other sports. Technology called “Player Tracking,” [1] is used by NBA teams to e...