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Kaggle: Predict the Introverts from the Extroverts

I’ve spent the last few months (and continue to spend them) working for an EV startup - as such, I’ve had a lot less time for personal projects such as this. The Kaggle notebook for this project can be found here: https://www.kaggle.com/code/jamesdeluk/ieclassifier It’s a quick and dirty one, not particularly tidy - I just felt the urge to have a play. Don’t judge me. Intro A simple challenge from Kaggle’s Playground series, called Predict the Introverts from the Extroverts. It can be found here: https://www.kaggle.com/competitions/playground-series-s5e7

  • Data Science
  • Classification
  • Clustering
  • Regression
  • Python
Friday, July 25, 2025 | 7 minutes Read
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Customer Analysis Part I: Segmentation and Clustering

This is part one of a multi-part series. Part two can be found here. Intro Customer analysis is one of the most important uses of data science. The better an organisation knows their customers, the better they can ensure their needs are met. This could be a supermarket providing special offers on a customer’s common purchases, a charity tweaking their messaging based on their’ donator’s personal interests, or a distributor using purchasing trends to determine where to open a new warehouse.

  • Data Science
  • Data Analysis
  • Segmentation
  • Clustering
  • Customer Analysis
  • Python
Wednesday, November 13, 2024 | 18 minutes Read
Contact me:
  • james@gibbins.me
  • jamgib

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