data-scraping

• Airbnb Pricing Edinburgh

  An investigation analysing the main features dominating the rental price of Airbnb properties in Edinburgh and identifying if a correlation exists with housing prices

• House Prices in Edinburgh

  A data exploration and visualisation project of housing prices in edinburgh

data-scraping, visualisation

• House Prices in Edinburgh

  A dashboard for visualising the Edinburgh housing market

social-science

Natural Language Processing

• Structuring Data Science Part 1 (the Doc2Vec route)

  Looking to link learning resources together through topic modelling

• Managing my finances - How to link Spending and Location?

  My implementation of a credit card statement parser and

• Structuring Data Science Part 2

  Looking to link learning resources together through topic modelling

Data Science Basics

Python tricks

• Pandas tricks - Aide Memoir

  Tricks and methods I consistently forget in Pandas

Anomaly detection

• Anomaly Detection Library in Python

  Project developing anomaly detection library

statistics

• Arithmetic mean - The defacto average - It's past and present

  Explanation of the arithmetic mean, history and it's meaning

• Simple Methods of understanding data (range, variance, standard deviation)

  Why the mean is not enough, we need variance

• Common Vocabulary used in statistics

  Vocabulary to get to know in statistics

• Why do we use n-1 for Samples?

  Explanation of what we use n-1 in sample calculations