data science
Learning Japanese Through Music: An Analysis of Ichiko Aoba's Lyrics
Exploring Ichiko Aoba's lyrics. Featuring morphological analysis, word clouds, and a sprinkle of 言霊 (kotodama) magic.
Notes on Notes: Analysing Seven Years of Music Streaming Data
From a childhood keyboard to streaming in over 170 countries. An analysis and visualisation of 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 more.
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.
The 8 Most Important Statistical Ideas: Counterfactual Causal Inference
"Correlation doesn't imply causation". Can counterfactuals help determining cause-and-effect relationships?