Shannon Watts's repositories
fake_news_ML
Machine and deep learning models to predict real or fake news.
anti-civilian-violence-data
Data analysis and visualisation of ACLED dataset
credit_risk_evaluator
A logistic regression and random forests classifier supervised machine learning models on credit data.
Crime_Deprivation_West_Midlands
Performed data cleaning, preparation and analysis of West Midlands district and lower layer super output area level crime and deprivation data. Tech stack utilised - Python (pandas, Matplotlib and Seaborn), APIs
EU_Migration
An analysis of recent data gathered by the IOM on the refugee situation in the Aegean islands.
netflix_analysis
An ETL project: Netflix and IMDB score analysis.
api_challenge
Analysis of global climates using Python: pandas, APIs, matplotlib and Google APIs
Belly-Button-Biodiversity
Creation of an interactive dashboard to explore the Belly Button Biodiversity dataset, which catalogues the microbes that colonize human navels.
charity_funding_predictor_deep_learning
Neural Network model to predict charity funding.
is-it-fake
Web for Machine Learning Project
matplotlib_challenge
Analysis of pharmaceutical data using Python: Pandas & Matplotlib
myopia_clusters
Building an unsupervised machine learning model to improve myopia predictions.
python-challenge
Python practice
sql_challenge
Database modelling, engineering and analysis of employee data
sqlalchemy_challenge
Climate analysis using Python and SQLAlchemy to perform basic analysis and exploration of climate database. SQLAlchemy ORM queries, Pandas, and Matplotlib.
web-scraping-challenge
A web application that scrapes various websites for data related to the Mission to Mars and displays the information in a single HTML page.