# Beer Ratings — Data

来源：https://www.kaggle.com/competitions/beer-ratings/data

采集时间：2026-10-19T19:00:15Z

## File descriptions

*   **train.csv** - the training set
*   **test.csv** - the test set
*   **sampleSubmission.csv** - a sample submission file in the correct format

## Data fields

* index - an identifier for the review
* beer/ABV - the alcohol by volume of the beer
* beer/beerId - a unique ID indicating the beer reviewed
* beer/brewerId - a unique ID indicating the brewery
* beer/name - name of the beer
* beer/style
* review/appearance - rating of the beer's appearance (1.0 to 5.0)
* review/aroma - rating of the beer's aroma (1.0 to 5.0)
* review/overall - rating of the beer overall (1.0 to 5.0)
* review/palate - rating of the beer's palate (1.0 to 5.0)
* review/taste - rating of the beer's taste (1.0 to 5.0)
* review/text - the text of the review
* review/timeStruct - a dict specifying when the review was submitted
* review/timeUnix
* user/ageInSeconds - age of the user in seconds
* user/birthdayRaw
* user/birthdayUnix 
* user/gender - gender of the user (if specified)
* user/profileName - profile name of the user