Project Information

A Suite of Python Scripts to Perform Data Science

This project is a collection of python scripts and tools I used regularly to perform my role as a data scientist. The code was written to analyse and obtain information on the IDEAL dataset, a household energy usage dataset created by the University of Edinburgh.

Although written with a certain dataset in mind, the core process of analysis and subsequent visualisation can be replicated on other datasets with a few minor tweaks to the code.

Some examples of the data visualisations and figures produced by some of the scripts can be seen above.

Every file is documented with its own description and correct command line usage. Additionally, within the README of this project's GitHub repository, there is a table that summarises the purpose and correct usage of each file.

Technologies Used:

  • Python
  • pandas
  • Matplotlib

Skills Demonstrated:

  • Creativity
  • Organisation
  • Software Development
  • Data Science
  • Data Visualisation

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