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Alison Mitchell's Projects

boston-housing icon boston-housing

Investigation of the Boston housing dataset to evaluate, train and test a regression model to predict house prices.

countries-of-the-world icon countries-of-the-world

Exploratory Data Analysis of US Government data from the World Factbook to investigate GDP ($ per capita), Literacy (%) and Phones (per 1000).

django-blog-app icon django-blog-app

A blogging website application for adding, deleting, editing and viewing blog posts. Additional features and functionality include saving and publishing drafts, user authentication and commenting.

django-contact-app icon django-contact-app

A simple CRUD application where you can create contacts, edit, view and delete them.

django-poll-app icon django-poll-app

A basic poll application with a public site to view and vote in polls, and an admin site to add, change and delete polls.

document-metadata-extract icon document-metadata-extract

An application to import, iterate over, open, extract metadata and output information for a list of PDF and Excel documents hosted on a website to identify missing metadata fields.

domain-checker icon domain-checker

An application to import, iterate over, acquire WHOIS data and perform a DNS lookup for a list of domains. Regular expressions are then used to identify patterns and categorise domain names.

my-first-binder icon my-first-binder

How to create a Binder-ready repository to transform into an interactive computational environment hosted in the cloud and shared so that the analysis code and dataset can be interactively explored.

project-euler icon project-euler

Python implementations applying programming fundamentals and algorithmic thinking to find simple, elegant and optimal solutions to problems, with documentation and testing.

stock-prediction icon stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

titanic icon titanic

Exploration of a subset of the Titanic passenger manifest to create a predictive classification model to determine which passengers were more likely to survive.

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