data science

  • 20 June 2024

Ichiko Aoba's Poetic Palette: Learning Japanese Through Morphology Analysis

A data-driven exploration of Ichiko Aoba's lyrics. Featuring morphological analysis, word clouds, and a sprinkle of 言霊 (kotodama) magic.

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  • 15 March 2024

Notes on Notes: Analysing Seven Years of Music Streaming Data

From a childhood keyboard to streaming in over 170 countries. I've analysed and visualised seven years of royalties data to see how my music has been heard, how much Spotify, Apple Music, TikTok, Instagram, etc. really pay per stream, and much more.

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  • 27 November 2023

The 8 Most Important Statistical Ideas: Bootstrapping and Simulation-Based Inference

A dinner party with friends, a vending machine, and magic… Or how bootstrapping allows us to estimate the distribution of almost anything without complicated equations or gathering many samples. Featuring a very cool interactive widget.

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  • 23 October 2023

The 8 Most Important Statistical Ideas: Counterfactual Causal Inference

Exploring beyond the mantra "correlation doesn't imply causation", this post introduces how counterfactuals serve as the cornerstone for determining cause-and-effect relationships.

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