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README.qmd
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---
title: "Music and Science: A Guide to Empirical Research"
format: gfm
jupyter: python3
---
<img src="images/music_and_science_cover_sm.png" align="right" />
This repository contains the electronic materials for _Routledge_ book titled **[Music and Science: Guide to Empirical Research](https://tuomaseerola.github.io/emr/)** by [Tuomas Eerola](https://www.durham.ac.uk/staff/tuomas-eerola/), at [Durham University](https://www.durham.ac.uk) and [Music and Science Lab](https://musicscience.net). The book was published in November 2024 (see [publisher page](https://www.routledge.com/Music-and-Science-A-Guide-to-Empirical-Music-Research/Eerola/p/book/9781032277066)).
The materials are Jupyter notebooks with code examples in [R](https://www.r-project.org/) or [Python](https://www.python.org/)). The notebooks are designed to be run in [Google Colab](https://colab.research.google.com/) within a browser. Colab service is free and does not require any installations or software. It is also possible to run the notebooks within a [Jupyter server in your own computer](https://jupyter-notebook-beginner-guide.readthedocs.io/en/latest/index.html) or to use the code directly in R or in Python. See [technical notes](Technical.qmd) about the notebooks and package versions in Colab.
The public-facing version of this repository is at [https://tuomaseerola.github.io/emr/](https://tuomaseerola.github.io/emr/). See [citation](Citation.qmd) for bibliographic details of the book.
`ver 25/4/2024`
# Contents
| Website (preferred link) | Jupyter | Colab | Language |
|:------------------------------------------------------|:---------|:------|:---------|
| **Chapter 1: Introduction** | | | |
| [Ch. 1 - Notebook basics](Chapter1.qmd) |[Chapter1.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter1.ipynb) |[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter1.ipynb)| R |
| **Chapter 2: History** | | | |
| Ch. 2 Examples | | | |
| **Chapter 3: Contemporary Empirical Music Research** | | | |
| [Ch. 3 - Historic profiles](Chapter3.qmd) |[Chapter3.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter3.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter3.ipynb)| R |
| **Chapter 4: Methods and Research Designs** | | | |
| [Ch. 4 - Correlations](Chapter4.qmd) |[Chapter4.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter4.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter4.ipynb)| R |
| **Chapter 5: Sources of Information** | | | |
| **Chapter 6: Data Organisation and Summaries** | | | |
| [Ch. 6 - Using R](Chapter6.1.qmd) |[Chapter6.1.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter6.1.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter6.1.ipynb)| R |
| [Ch. 6 - Data organisation](Chapter6.2.qmd) |[Chapter6.2.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter6.2.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter6.2.ipynb)| R |
| [Ch. 6 - Diagnostics](Chapter6.3.qmd) |[Chapter6.3.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter6.3.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter6.3.ipynb)| R |
| [Ch. 6 - Outliers](Chapter6.4.qmd) |[Chapter6.4.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter6.4.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter6.4.ipynb)| R |
| **Chapter 7: Statistical Analysis** | | | |
| [Ch. 7 - Inferential statistics](Chapter7.qmd) |[Chapter7.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter7.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter7.ipynb)| R |
| **Chapter 8: Reporting** | | | |
| **Chapter 9: Analysis of Scores and Performances** | | | |
| [Ch. 9 - Music analysis](Chapter9.1.qmd) |[Chapter9.1.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter9.1.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter9.1.ipynb)| Python |
| [Ch. 9 - Event counts](Chapter9.2.qmd) |[Chapter9.2.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter9.2.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter9.2.ipynb)| Python |
| [Ch. 9 - Key-Finding](Chapter9.3.qmd) |[Chapter9.3.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter9.3.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter9.3.ipynb)| Python |
| [Ch. 9 - Expressive timing](Chapter9.4.qmd) |[Chapter9.4.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter9.4.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter9.4.ipynb)| R |
| [Ch. 9 - Synchronisation](Chapter9.5.qmd) |[Chapter9.5.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter9.5.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter9.5.ipynb)| R |
| **Chapter 10: Analysis of Audio** | | | |
| [Ch. 10 - Basics (sines)](Chapter10.1.qmd) |[Chapter10.1.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter10.1.ipynb) |[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter10.1.ipynb)| Python |
| [Ch. 10 - Spectrum and envelope](Chapter10.2.qmd) |[Chapter10.2.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter10.2.ipynb) |[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter10.2.ipynb)| Python |
| [Ch. 10 - Physical](Chapter10.3.qmd) |[Chapter10.3.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter10.3.ipynb) |[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter10.3.ipynb)| Python |
| [Ch. 10 - Perceptual](Chapter10.4.qmd) |[Chapter10.4.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter10.4.ipynb) |[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter10.4.ipynb)| Python |
| [Ch. 10 - Semantic](Chapter10.5.qmd) |[Chapter10.5.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter10.5.ipynb) |[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter10.5.ipynb)| Python |
| **Chapter 11: Corpus Studies** | | | |
| [Ch. 11 - Genre Classification](https://tuomaseerola.github.io/emr/Chapter11.2.qmd) |[Chapter11.2.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter11.2.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter11.2.ipynb)| Python |
| [Ch. 11 - Synchrony](Chapter11.3.qmd)|[Chapter11.3.qmd](https://github.com/tuomaseerola/emr/blob/main/nb/Chapter11.3.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Chapter11.3.ipynb)| R |
| **Chapter 12: Summary and Future Directions** | | | |
| **Appendix** | | | |
| [Citation](Citation.qmd) ||| Markdown |
| [Technical](Technical.qmd) ||| Markdown |
| [Links](Links.qmd) ||| Markdown |
| [Playlists](Playlists.qmd) ||| Markdown |
| [Version (R)](Version_R.qmd) |[Version_R.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Version_R.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Version_R.ipynb)|R |
| [Version (Python)](Version_Python.qmd) |[Version_Python.ipynb](https://github.com/tuomaseerola/emr/blob/main/nb/Version_Python.ipynb)|[](https://colab.research.google.com/github/tuomaseerola/emr/blob/main/nb/Version_Python.ipynb)| Python |