Wrangling US Census Data

This project was designed to practise using Python in cleaning messy data to become of use for the client. They wanted be able to derive insights on areas of interest through scatterplots and histograms.

Twitch Analytics

Using Twitch data on video and chat engagement from January 1st 2015, this analysis looks to answer key questions and provide insights into how streamers can best engage with their viewers.

Aerial Crossroads: Examining Wildlife-Aircraft Collisions in the US (2001-2015)

With a focus on the 20 busiest airports, this dashboard presents an analysis of collisions between wildlife and airplanes in the United States using data from the Federal Aviation Administration.

Evaluating Classification Models for Pulsar Detection using the HTRU2 Dataset

This project aimed to investigate the efficacy of five classification models for pulsar detection in radio astronomy, using the High Time Resolution Universe Survey (HTRU2) dataset. The results revealed significant performance across all models, with random forest emerging as the best.