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Alun Rees-Lindley
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Home About Power Laws & Popularity Small Area Estimation Titanic French Rugby Voronoi Beatles Discography UK Terrain Rugby UK Urban Systems Time Series Cricket Win Probability Cancer Imaging Literary NLP

Alun's Data Science Portfolio

  • About Me
  • Power Laws and Popularity
    • Power Laws and Popularity
    • Genre from audio
  • Small Area Estimation for UK Local Authorities
    • Introduction: the small-area problem
    • Data acquisition
    • Direct estimates and sampling variance
    • Fay–Herriot: classical EBLUP
    • Fay–Herriot: Bayesian hierarchical model
    • Model comparison and validation
  • Titanic Survival Analysis
    • Data Exploration
    • Data Cleaning & Imputation
    • Modeling
    • Results & Conclusions
  • French Rugby Geographic Analysis: Voronoi Diagrams
    • French Rugby Voronoi Analysis: Team Territories
  • The Beatles Discography Visual Story
    • Build interactive Beatles visuals
    • Live interactive Beatles chart gallery
  • UK Terrain & Rugby Geography
    • Introduction
    • Reloading the elevation surface
    • United Rugby Championship (URC)
    • Super Rugby (New Zealand, Australia, South Africa)
    • Top 14 (France)
  • UK Urban Systems Network
    • Introduction
    • Data acquisition
    • Data cleaning
    • Nodes
    • Flows
    • Partition
    • Final map
  • Time Series Analysis: Classical Methods
    • Introduction & Data Loading
    • Simple Exponential Smoothing (SES)
    • Holt-Winters Exponential Smoothing
    • Fourier Analysis & Spectral Methods
    • ARMA & ARIMA Models
    • SARIMA & Seasonal Extensions
    • Introduction to State-Space & Structural Models
    • Model Comparison & Selection
  • ODI Win Probability: From DLS to Data
    • Introduction & Data Loading
    • Game State Features
    • DLS & Resource Methods
    • Historical Modelling
    • Live Win Probability Charts
    • Evaluation & Case Studies
  • Finding Cancer in Ultrasound Images
    • Images & Labels
    • Classical Models
    • Deep Learning
    • Interpretation
    • Evaluation
  • Literary NLP: Sentiment Across Classic Novels
    • Corpus & Cleaning
    • Sentiment Trajectories
    • Emotion Lexicon
    • Term Frequency vs Page
    • Word Clouds
    • Character Presence
  • .md

Live interactive Beatles chart gallery

Contents

  • 1) Song popularity by writer / writers
  • 2) Sunburst: full Beatles discography by album
  • 3) Sunburst: full Beatles discography by writer

Live interactive Beatles chart gallery#

This page embeds interactive visuals directly.

1) Song popularity by writer / writers#

This chart shows each songwriter’s total Spotify stream count, broken down by individual track, using The Beatles’ Spotify dataset sourced from Kaggle. Writers are coloured distinctly; hover over a bar to see song-level stream counts. Note the dominance of Lennon–McCartney joint credits versus solo writing attributions.

2) Sunburst: full Beatles discography by album#

This sunburst chart displays the full Beatles discography hierarchically: the outer ring represents individual tracks, the middle ring represents albums, and the inner ring represents era (roughly). Segment size encodes Spotify stream count. Click any segment to zoom in; click the centre to zoom back out.

3) Sunburst: full Beatles discography by writer#

The same sunburst structure as above, but the hierarchy is reorganised by primary songwriter rather than album. This makes it easier to compare the relative commercial streaming footprint of Lennon, McCartney, Harrison, and Starr across the catalogue.

previous

Build interactive Beatles visuals

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UK Terrain & Rugby Geography

Contents
  • 1) Song popularity by writer / writers
  • 2) Sunburst: full Beatles discography by album
  • 3) Sunburst: full Beatles discography by writer

By Alun Rees

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