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Stephanie Duncan's Projects

cancer_rates icon cancer_rates

Creation of a dashboard based on the cancer incidence dataset from NHS Scotland. The dataset covers 1994 - 2018.

climate_challenge_cop26 icon climate_challenge_cop26

As an analyst at the STA, I participated in the Climate Challenge Project (COP26) to support Scotland’s drive to net zero carbon emissions by 2045.

data_ethics_presentation icon data_ethics_presentation

A presentation given on data ethics, specifically on whether data breaches should be considered as an inevitability. This presentation details steps which businesses and organisations can consider in order to mitigate the risks of a data breach.

predicting_defaults_project icon predicting_defaults_project

This project includes analysis to identify trends and give insights into factors which affect default rates on LendingClub loans between 2007 - 2011. Data visualisations were created as well as a predictive model to help identify who LendingClub should lend to in the future. Data cleaning, analysis and modelling were carried out in Python.

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