Name: Chocolate Ratings
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Chocolate Ratings

About this dataset :chocolate_bar:

Chocolate is paramount in our society, it is a food product made from roasted and ground cacao pods, that is available as a liquid, solid or paste, on its own or as a flavoring agent in other foods. Cacao has been consumed in some form since at least the Olmec civilization (19th-11th century BCE) and the majority of Mesoamerican people - including the Maya and Aztecs - made chocolate beverages.

The first solid chocolate bar put into production was made by J. S. Fry & Sons of Bristol, England in 1847 and today it is estimated to be an USD 130.56 billion dollar industry.

In light of all of this, this dataset contains reviews on more than 2400 different chocolate bars along with metadata and information on US and Canadian based producers. A rating scale is provided and is defined as follows:

4.0 - 5.0 = Outstanding
3.5 - 3.9 = Highly Recommended
3.0 - 3.4 = Recommended
2.0 - 2.9 = Disappointing
1.0 - 1.9 = Unpleasant

How to use this dataset

Create a regression model to predict chocolate bar rating;

Explore the most memorable features/ingredients associated with chocolate bars.

Highlighted Notebooks

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Acknowledgements

If you use this dataset in your research, please credit the authors.

Citation

Manhattan Chocolate Society, Flavors of Cacao [Internet]. Available from: http://flavorsofcacao.com/

License

Public Domain

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Tables

Chocolate Makers

@kaggle.andrewmvd_chocolate_ratings.chocolate_makers

19.82 kB
373 rows
5 columns

CREATE TABLE chocolate_makers (
  "company_name" VARCHAR,
  "city" VARCHAR,
  "state_province" VARCHAR,
  "owner_maker" VARCHAR,
  "country" VARCHAR
);

Chocolate Ratings

@kaggle.andrewmvd_chocolate_ratings.chocolate_ratings

92.94 kB
2,530 rows
10 columns

CREATE TABLE chocolate_ratings (
  "ref" BIGINT,
  "company_manufacturer" VARCHAR  -- Company (Manufacturer),
  "company_location" VARCHAR,
  "review_date" BIGINT,
  "country_of_bean_origin" VARCHAR,
  "specific_bean_origin_or_bar_name" VARCHAR,
  "cocoa_percent" VARCHAR,
  "ingredients" VARCHAR,
  "most_memorable_characteristics" VARCHAR,
  "rating" DOUBLE
);