| Variable | Description | 
|---|---|
| Name | The name of the beer | 
| Style | The style of the beer | 
| Brewery | The name of the brewery of the beer | 
| ABV | The ABV (Alcohol by Volume) of the beer | 
| rating | The rating of the beer in a scale of 1-5 | 
| minIBU | The minimum IBU (International Bitterness Units scale) score of the beer | 
| maxIBU | The maximum IBU (International Bitterness Units scale) score of the beer | 
| Astringency | The Astringency score of the beer | 
| Body | Describes how heavy or light the beer is | 
| Alcohol | The alcohol content in the beer | 
| Bitter | The score of the beer having bitter elements in its flavour | 
| Sweet | The score of the beer having sweet elements in its flavour | 
| Sour | The score of the beer having sour elements in its flavour | 
| Salty | The score of the beer having salty elements in its flavour | 
| Fruits | The score of the beer having fruity elements in its flavour | 
| Hoppy | The score of the beer having hoppy elements in its flavour | 
| Spices | The score of the beer having spicy elements in its flavour | 
| Malty | The score of the beer having malty elements in its flavour | 
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Fundamental data analysis of relationships between properties of beers and their ratings on R
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