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I was able to create a web-scraping bot to find the lyrics of 14,504 country songs released from 2010-2020. Because I scraped the lyrics in late September, any music released around or after that date is not likely to have made it into the dataset.
- Stereotypicalness
- Diversity
- Uniqueness
- Women in Country
- Summary
The stereotype rating associated with a song is an attempt to quantify the stereotypicalness of its lyrics. Simply put, it is the percentage of words in the song that are deemed stereotypical.The stereotype rating is separated into six distinct sub-categories: clothing, body, alcohol, trucks, god, and lifestyle. To determine which words were stereo...
The diversity of a song is the number of unique words divided by the total number of words in the song. Consider the line from “The Git Up” by Blanco Brown: “To the left, to the left now (to the left, to the left).” The line has 13 total words but only four distinct words (to, the, left, now). Therefore, this line has a diversity of around 0.31. Th...
The uniqueness of a song is determined by the commonness of the words used in the song’s lyrics. Similar to diversity, the highest possible uniqueness is 1, while the lowest theoretical uniqueness is 0. However, unlike diversity, this compares the words used in a song’s lyrics to all other words in the dataset. The more frequently a word is used, t...
It is well-known that there are woefully few women in country music, and the data I have collected bolsters that argument. In this dataset, 27% of all artists are female, and only 16% of the top 100 most popular artists are female. (For this dataset, I decided to classify any group with a female lead singer as female.) But how do the women stack up...
The data shows that you cannot extrapolate the characteristics of mainstream country music to the entire country music genre. They are overly stereotypical and lacking in uniqueness, and especially diversity. At the end of the day, there are only so many different ways to cleverly sing about beer and trucks. To the casual and non-listeners of count...
- David Klingler
Feb 21, 2016 · The ten most common words in country music today. Rounding out the other nine most common country words are an ensemble of simple terms that still manage to say quite a bit. “ Ain’t ” is as ...
- Joe Coffey
Mar 3, 2023 · However, there are still enough tracks released between 1960 and 1999 to draw a strong conclusion that big songwriting teams are a relatively recent trend within Country music.
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Sep 21, 2020 · First off, the most common words aren’t that exciting: I, You, The, And, That, and A/An each appear in over 80% of all country songs. So let’s take those basic words out of the equation. After doing that, THESE are modern country music’s most common lyrics: 1. Yeah 2. Girl 3. Baby 4. Love 5. Little. Surprised? I was and I wasn’t.
Jun 7, 2021 · Country Music Guide: History and Sounds of Country Music. Written by MasterClass. Last updated: Jun 7, 2021 • 3 min read. Country music is a distinctly American genre that began in the Appalachian Mountains and has spread internationally. Country music is a distinctly American genre that began in the Appalachian Mountains and has spread ...
Country music. Country (also called country and western) is a music genre originating in the southern regions of the United States, both the American South and the Southwest. First produced in the 1920s, country music is primarily focused on singing stories about working-class and blue-collar American life.
