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Statistics in Historical Musicology

Resources, Case Studies and Advice for Exploring Music History with Statistics
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Month: August 2019

Song Lyrics 5: Sunday in New York with Mary and John

29th August 2019 / Andrew Gustar / Leave a comment

In a later post in this series of articles analysing a dataset of song lyrics, I will consider the more general question of identifying parts-of-speech (nouns, verbs, adjectives, etc.), which can greatly expand what can be learned from statistical text analysis. However, in this article, I will focus on a particular part of speech: proper nouns.

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Song Lyrics 4: Sentiment Analysis

19th August 2019 / Andrew Gustar / Leave a comment

In this fourth article in the series looking at our song lyrics dataset, we will begin to consider the meaning of the lyrics, rather than just treating the words as abstract objects. A simple technique for quantifying the meaning of texts is known as ‘sentiment analysis’.

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Song Lyrics 3: Repetition and Compression

9th August 2019 / Andrew Gustar / Leave a comment

We all know that a good song depends on repetition – both of the tune and the lyrics. Too much repetition and it is just boring; too little, and it can lack structure. This article looks at different aspects of repetition in song lyrics.

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Song Lyrics 2: n-grams

3rd August 2019 / Andrew Gustar / Leave a comment

In the previous article in this series we looked at counting the frequency of words in a dataset of song lyrics. This time we will look at combinations of words – or n-grams.

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Recent Articles

  • English Christmas Concerts 27th December 2022
  • Ragtime Ngrams 28th July 2022
  • Desert Island Discs Revisited 10th May 2022
  • The Impact of Covid-19 on Concerts in England: Update 13th January 2022
  • Christmas Number One Singles 19th December 2021

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