# Python
11 posts
Analysis of State Schools in Scotland: Map of Scotland with Schools
A geospatial project using the Postcodes.io API and Folium to create an interactive map of Scottish schools, visualizing the relationship between pupil density and local deprivation levels.
Building a Web Crawler using Python
A comprehensive guide to building a functional web crawler in exactly 100 lines of Python code, covering URL success handling, depth thresholds, and data storage.
Web Analytics: Analyzing clickstream of 160,000 visitors
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
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.
Zondo Reports Text Analysis
An A-grade University of Edinburgh project utilizing Python and NLTK to analyze one exabyte of evidence from South Africa's Zondo Commission, identifying the most frequently mentioned publicly traded companies.