Tom Kral


Welcome to my portfolio. This is a showcase of the projects I've done or working on at the moment. Most projects I've done to learn myself new techniques.

  • All
  • Python
  • R
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Identifying Preferences in the Clientele of a Coffeehouse

Analyses of sales data from a local business to identify patterns in items sold.

Python, Market Basket Analysis, Visualization

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Would I Have Survived the Titanic?

A classification project with passenger data from the most famous shipwreck. I used this data to make a k-NN model that can predict whether someone would survive the disaster or not. Including myself.

Classification, k-NN, Python, Webapp

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Detecting birds with the Raspberry Pi

With a Raspberry Pi and camera, I created a pipeline to detect birds that visit the feeder on my balcony. This information gives me more insight in the lives of urban birds.

Python, SQL, Raspberry Pi

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Are the Lord of the Rings Movies Actually Good Adaptations of the Books?

How well did the movies capture the emotional and thematic essence of the books?

R, Sentiment Analysis

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Does Sentiment, Expressed by Tweets, Have an Effect on Vaccination Coverage With COVID-19 Vaccinations?

Finding a possible link between sentiments and number of injections given.

R, Sentiment Analysis, Linear Regression