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Data
US-Breweries

US-Breweries

active ARFF GPL 2 Visibility: public Uploaded 23-03-2022 by Stewart
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Context While brainstorming ideas for a statistics project for a course last semester, the idea of utilizing data about microbreweries came up. Unfortunately after some exploration and thought, we scrapped the idea, but I've got this data to show for it anyway. Content Data was acquired from https:www.beermonthclub.com and contains information about breweries available on the site as of October 1st, 2019. Name, type of brewery, address, website, and state are among the data included. Code used to scrape is available at https:github.combrkurzawabrewpubscraper Acknowledgements Thanks to beermonthclub for allowing the brewpub section to be scraped. Inspiration This data alone isn't too inspiring, but maybe it could be used as the basis for an analysis project that looks at information such as yelp reviews, or number of links to a brewery's website.

6 features

brewery_namestring2308 unique values
0 missing
typestring12 unique values
0 missing
addressstring2331 unique values
0 missing
websitestring1369 unique values
8 missing
statestring51 unique values
0 missing
state_breweriesnumeric39 unique values
0 missing
Show all 6 features

19 properties

NumberOfInstances
2407
Number of instances (rows) of the dataset.
NumberOfFeatures
6
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
8
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
8
Number of instances with at least one value missing.
NumberOfNumericFeatures
1
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
16.67
Percentage of numeric attributes.
PercentageOfMissingValues
0.06
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0.33
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
0
Number of attributes divided by the number of instances.
Show all 19 properties

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