Tag: Data Analytics

All the articles with the tag "Data Analytics".

• Analysis of State Schools in Scotland: K-Means Clustering by Deprivation Rate and Pupils Quantity

  8 Oct, 2023

  A data-driven analysis of 2,431 Scottish state schools using K-Means clustering to categorize local authorities by pupil density and SIMD deprivation scores to identify areas requiring NGO support.

• Web Analytics: Analyzing clickstream of 160,000 visitors

  15 Mar, 2023

  A comprehensive analysis of 160,000 visitor clickstreams using Python. This project evaluates marketing campaign performance by calculating conversion, drop-out, and bounce rates across different traffic sources and platforms.

• FIFA23 Players Analysis: k-Means Clustering

  24 Jan, 2023

  An independent project using Python and k-Means clustering to classify over 10,000 FIFA 23 players into distinct performance segments based on Kaggle data.

• Non-capital UK Cities with High-tech Potential

  5 Jan, 2023

  A data-driven analysis of Companies House records to identify emerging UK tech hubs outside of London. This project uses custom API scraping and SIC code filtering to rank cities by tech firm density and growth.