Difference between revisions of "Apple juices category - en"

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Unfortunately many products only indicate an upper limit, like < 1 g. This is not very informative. The producer probably did not bother to do a real measurement. The same goes for the value of zero, which is also very frequent. Ideally I filter out the zero entries and the less than entries. (I do not know how to de the latter).
 
Unfortunately many products only indicate an upper limit, like < 1 g. This is not very informative. The producer probably did not bother to do a real measurement. The same goes for the value of zero, which is also very frequent. Ideally I filter out the zero entries and the less than entries. (I do not know how to de the latter).
  
 +
The results below are before category cleanup, but after nutritional values cleanup.
 
=== Fat level ===
 
=== Fat level ===
 
[[File:AppleJuicesFat230227.png|frameless|center|Fat distribution for apple juices]]
 
[[File:AppleJuicesFat230227.png|frameless|center|Fat distribution for apple juices]]

Revision as of 16:52, 27 February 2023

This page describes an in-depth look at the apple juices category on OFF. The purpose was to increase the quality of this category in terms of data and contained products.

What is apple juice?

This category is part of more generic categories as fruit juices and is defined as a beverage. There are no formal definitions for these categories yet, so we have to come up with some guidelines:

  • drinkable, probably without any additional preparation
  • fruit based, so not the fruit itself
  • apple based, and probably lots of apple

It is necessary to loop better at the products that are now in the category to get an idea what people did put in. And then we might come up with a better definition. We also like to know what is not included in this category.

Current situation

At the moment of writing (27 feb 2023) there are 3132 products in the category, of which 2800 have nutrition facts. When scrolling through the products most are called apple juice (jus de pomme).

Imposters

There are some products however that seem not to belong to this category:

Subcategories

Several subcategories were already defined:

Ingredients

Most apple juices contain only juice, i.e. apples. Some juices have added conservants (malic acid), vitamins (C) or flavours(?). In most cases the ingredients are missing and do not specify what kind of apples have been used.

Other observations

  • Should we distinguish between filtered and unfiltered?
  • Should artisanal products be a subcategory?
  • How are Apple Juices different from Smoothies, Nectars, Puree and Apple Syrups (such as Diksap).

Category assignment cleaning

This first step is moving the imposters to a more appropriate category:

It might be necessary to rename and create some subcategories:

  • Apple juices (enhanced) for products that have added vitamins and minerals?
  • Concentrated Apple Juices rename to Reconstituted Apple Juices?
  • Squeezed Apple Juices rename to Pure Apple Sauces?
  • Refrigerated Apple Sauces to be used for products that are sold in the refrigerated aisles and must be kept refrigerated at home.
  • Flavoured Apple Juices for juices with spices like ginger, curcuma, etc.
  • Single variety apple juices for which the apple variety has been specified, mono-varietal.
  • Should we distinguish between apple juices without additives and with additives?

In addition there are some implied categories that are now lacking, like:

  • Non-alcoholic beverages for Apple Juices and subcategories
  • Carbonated drinks for Sparkling apple juices (rename drinks to beverages? Sparkling or Carbonated?

Nutritional data cleaning

If the category cleanup worked well, it should be possible to define good average nutritional values for products in this category. But before we can do that it is necessary to clean up the data and remove all obvious errors.

Unfortunately many products only indicate an upper limit, like < 1 g. This is not very informative. The producer probably did not bother to do a real measurement. The same goes for the value of zero, which is also very frequent. Ideally I filter out the zero entries and the less than entries. (I do not know how to de the latter).

The results below are before category cleanup, but after nutritional values cleanup.

Fat level

Fat distribution for apple juices

Apple juices contain hardly any fat (and thus saturated fat). The median fat level is 100 mg/100ml. The spread is very influenced by maximum levels.

Proteins level

Distribution of proteins for apple juices

Apple juices contain hardly any proteins, median value is 100 mg/100 ml. The spread is very influenced by maximum levels.

Salt level

Salt distribution for apple juices

Apple juices hardly contain any salt. The median value is 8 mg per 100 ml. As can be seen in the graph, there are a lot of products with a salt level over 200 mg/100 ml.

Category Definition

Using the ingredients found for Apple Juice products, it is possible to create a definition for products belonging to this category:

  • required ingredients:
    • apple juice at least 98% ??
  • optional ingredients:
    • water for reconstituted apple juice, instead of apple juice it might say apple juice from concentrate
    • carbon dioxide for sparkling apple juice
    • ascorbic acid for enhanced apple juices