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A blog about historical true crime, history, and data science in Australia

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The Secret Life of a Serial Killer: Decoding the Hidden Clues with Data Science

Posted on 8 April, 202312 November, 2023 by committed

Serial killers are among the most dangerous criminals in history, and their behavior patterns have long been a subject of fascination for both criminal psychologists and data scientists. By analyzing crime scene data and using predictive analytics and psychological profiling techniques, it is now possible to uncover hidden patterns and behaviors that can help law enforcement agencies track down these dangerous criminals. In this post, we’ll explore the fascinating intersection of criminal psychology and data science, and take a closer look at how these techniques can be used to decode the hidden clues of a serial killer’s secret life.

From Sticks to Data Science: A Lesson in Trigonometry

Posted on 12 March, 202312 November, 2023 by committed

In “From Sticks to Data Science: A Lesson in Trigonometry,” we merge the old with the new, illustrating how ancient trigonometry can enlighten modern data science. This intriguing post at ‘I’ve Committed Data’ demonstrates the use of simple tools—a stick and its shadow—to measure a tree’s height, showcasing the enduring power of basic mathematical principles. It’s a compelling reminder that sometimes the most insightful data comes not from complex algorithms but from the fundamental geometry and the natural world around us. Join us in rediscovering the elegance of simplicity in data science.

Lost and Found: Solving the Mystery of the Missing Hiker with Standardising GPS!

Posted on 4 March, 20235 March, 2023 by committed

As a data scientist, I’m always looking for ways to simplify and streamline the analysis process. One tool that I’ve found particularly useful when working with geographic data is the python standardising…

Unraveling the Unknown: Using Python to Identify Unknown DNA Samples in a True Crime Case

Posted on 4 March, 202310 April, 2023 by committed

DNA evidence is often the key to solving crimes, but analyzing DNA data can be a challenging task, particularly when trying to identify unknown DNA samples. By using Python to analyze and…

The Murders That Shocked Australia: A Data-Driven Analysis

Posted on 4 March, 2023 by committed

Australia has seen its share of shocking murders over the years, from the infamous Snowtown murders to the recent Claremont serial killings. But what do the data and analytics tell us about…

Uncovering Hidden Gems in Text-Based Evidence: How NLP Can Unlock the Secrets of Live Testimony and Statements

Posted on 4 March, 202310 April, 2023 by committed

Discover how NLP techniques can revolutionize text-based evidence analysis, including live testimony, statements, and expert reports. From identifying key entities and emotional tones to uncovering hidden themes and assigning labels based on content, NLP can unlock the hidden secrets of text-based evidence and provide valuable insights into investigations. Learn how to apply NLP techniques in your own analysis and take your data science skills to the next level.

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Recent Posts

  • The Woman in the Well (Holsbeek, Belgium)
  • Expanding Horizons: Unveiling Global True Crime Mysteries with Data Science
  • Is There a Hidden Message for Us? Interpreting the Somerton Man’s Code.
  • The Evolution of Digital Forensics: Transforming True Crime Investigations
  • A Comprehensive Analysis of Demographic Factors in Australian Missing Persons Cases
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