Difference between revisions of "Category/Nuts/Brazil-Nuts"

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The category [https://world.openfoodfacts.org/category/brazil-nuts Brazil Nuts]  
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The category [https://world.openfoodfacts.org/category/brazil-nuts Brazil Nuts]. Products in this category must have more than 98% Brazil nuts and only a few ingredients that influence the flavour.
 +
 
 +
The category contains '''379 products''' on 12 november 2024.
 +
 
 +
== Product names ==
 +
The product names should contain the word '''Brazil nuts''' or something related. Analysing these product names might help to find wrongly classified products or identify new subcategories. This should be done for each language. A [https://www.wordclouds.com word cloud] gives a first impression.
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<gallery>
 +
WordcloudBrazilNutsNL20241120.png|Dutch
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WordcloudBrazilNutsEN20241120.png|English
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WordcloudBrazilNutsFR20241120.png|French
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WordcloudBrazilNutsDE20241120.png|German
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WordcloudBrazilNutsIT20241120.png|Italian
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WordcloudBrazilNutsES20241120.png|Spanish
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</gallery>
  
 
== Categorisation ==
 
== Categorisation ==
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=== Related categories ===
 
=== Related categories ===
The ingredient '''Brazil nuts''' occurs in some 382 [https://world.openfoodfacts.org/ingredient/brazil-nut/categories categories]. None of these highlight '''Brazil Nuts'''.
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The ingredient '''Brazil nuts''' occurs in some 382 [https://world.openfoodfacts.org/ingredient/brazil-nut/categories categories].  
 +
* [https://world.openfoodfacts.org/category/chocolate-covered-brasil-nuts Chocolate covered Brasil nuts];
  
 
== Ingredients ==
 
== Ingredients ==
=== Hazelnuts ===
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=== Brazil nuts ===
 
* Minimal ingredients
 
* Minimal ingredients
** [https://world.openfoodfacts.org/category/hazelnuts/ingredient/hazelnut Hazelnut]
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** [https://world.openfoodfacts.org/category/brazil-nuts/ingredient/brazil-nut Brazil-nut]
 
* Optional ingredients
 
* Optional ingredients
 
** Maybe salt and fat
 
** Maybe salt and fat
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** none
 
** none
  
=== Raw hazelnuts ===
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=== Unsalted Brazil nuts ===
 
* Required ingredients  
 
* Required ingredients  
** [https://world.openfoodfacts.org/category/raw-hazelnuts/ingredient/hazelnut Hazelnut]
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** [https://world.openfoodfacts.org/category/brazil-nuts(unsalted)/ingredient/brazil-nut Brazil nut]
 
* Optional ingredients
 
* Optional ingredients
 
** none
 
** none
* Disallowed ingredients
 
** everything else
 
 
=== Roasted hazelnuts ===
 
* Minimally required ingredients
 
** [https://world.openfoodfacts.org/category/frozen-aubergines/ingredient/hazelnut Hazelnut]
 
* Optional ingredients
 
** [https://world.openfoodfacts.org/category/roasted-hazelnuts/ingredient/salt Salt];
 
** [https://world.openfoodfacts.org/category/roasted-hazelnuts/ingredient/oil-and-fat Oil and fat];
 
 
* Disallowed ingredients
 
* Disallowed ingredients
 
** everything else
 
** everything else
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== Nutritional information ==
 
== Nutritional information ==
=== Raw hazelnuts ===
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[[File:BrazilNuts2.png|600px|thumb|center|Brazil nuts nutritional values]]
Might need more data to be able to determine.
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The carbohydrates seem to fall in two groups. Something similar (but smaller) can be seen for proteins and fiber.
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 +
=== Brazil nuts ===
 
{| class="wikitable sortable"
 
{| class="wikitable sortable"
 
!
 
!
!lower
 
 
! min
 
! min
 
! 10%
 
! 10%
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! 90%
 
! 90%
 
! max
 
! max
! upper
 
 
|-
 
|-
 
|Energy (kJ/100g)
 
|Energy (kJ/100g)
|
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|2740
|
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|2820
|
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|2870
|
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|2920
|
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|3040
|
 
|
 
 
|-
 
|-
 
|Fat (%)
 
|Fat (%)
|
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|61.1
|
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|66
|
+
|67
|
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|68.2
|
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|75
|
 
|
 
 
|-
 
|-
 
|Saturated fat (%)
 
|Saturated fat (%)
|
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|4.8
|
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|14.7
|
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|16
|
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|17.4
|
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|24.1
|
 
|
 
 
|-
 
|-
 
|Carbohydrates (%)
 
|Carbohydrates (%)
|
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|2
|
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|2.7
|
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|4.8
|
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|13.3
|
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|14.3
|
 
|
 
 
|-
 
|-
 
|Sugars (%)
 
|Sugars (%)
|
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|0
|
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|2
|
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|2.3
|
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|3.57
|
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|4.2
|
 
|
 
 
|-
 
|-
 
|Fiber (%)
 
|Fiber (%)
|
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|2
|
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|4.7
|
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|7.1
|
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|8.1
|
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|9.9
|
 
|
 
 
|-
 
|-
 
|Proteins (%)
 
|Proteins (%)
|
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|10.7
|
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|13.3
|
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|14.3
|
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|17
|
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|23.6
|
 
|
 
 
|-
 
|-
 
|Salt (%)
 
|Salt (%)
|
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|0
|
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|0
|
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|0.01
|
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|0.06
|
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|1
|
 
|
 
 
|-
 
|-
 
|Fruit (%)
 
|Fruit (%)
|
 
 
|
 
|
 
|
 
|
 
|100
 
|100
|
 
 
|
 
|
 
|
 
|
 
|}
 
|}
  
==== Roasted hazelnuts ====
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=== Comparing categories ===
This might be an interesting subcategory to have the nutritional values for. But this might require a split in products that have salt or oil. Most product do not add these ingredients.
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Not relevant.
  
=== Comparing categories ===
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=== Nutrition score ===
Not enough to compare.
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[[File:BrazilNutsNutritionScore.png|300px|thumb|center|Brazil nuts Nutrition score]]
 +
The Media Nutrition score is 3, which makes it Nutriscore C. Despite that Brazil nuts are counted as nuts, the large fraction for saturated fats, the Nutriscore is not so good.
 +
[[File:BrazilNutsNutriScoreMedian.png|200 px|thumb|center|Brazil nuts media Nutriscore]]
  
 
== Quality Monitoring ==
 
== Quality Monitoring ==
=== Generic errors ===
 
* [https://world.openfoodfacts.org/category/hazelnuts/data-quality-errors Errors]
 
  
 
=== Categorisation errors ===
 
=== Categorisation errors ===
 
* Single ingredient check:
 
* Single ingredient check:
** [https://world.openfoodfacts.org/data-quality-error/ingredients-single-ingredient-from-category-does-not-match-actual-ingredients/category/raw-hazelnuts Raw hazelnuts] should only contain the ingredient ''Hazelnuts'';
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** [https://world.openfoodfacts.org/data-quality-error/ingredients-single-ingredient-from-category-does-not-match-actual-ingredients/category/brazil-nuts(unsalted) Brazil nuts(unsalted)] should only contain the ingredient ''Brazil nuts'';
 
* Opposites:
 
* Opposites:
** [https://world.openfoodfacts.org/category/unshelled-hazelnuts unshelled-hazelnuts] and [https://world.openfoodfacts.org/category/shelled-hazelnuts Shelled hazelnuts] should not be assigned simultaneously;
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** [https://world.openfoodfacts.org/category/unshelled-brazil-nuts Unshelled Brazil nuts] and [https://world.openfoodfacts.org/category/shelled-brazil-nuts Shelled Brazil nuts] should not be assigned simultaneously;
** [https://world.openfoodfacts.org/category/hazelnut-powders Hazelnut powders] and [https://world.openfoodfacts.org/category/hazelnuts-(whole) Hazelnuts (whole)] should not be assigned simultaneously;
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** [https://world.openfoodfacts.org/category/brazil-nuts(salted) Brazil nuts(salted)] and [https://world.openfoodfacts.org/category/brazil-nuts(unsalted) Brazil nuts(unsalted)] should not be assigned simultaneously;
** [https://world.openfoodfacts.org/category/blanched-shelled-hazelnuts Blanched shelled hazelnuts] and [https://world.openfoodfacts.org/category/shelled-hazelnuts-with-skin Shelled hazelnuts with skin] should not be assigned simultaneously;
 
** [https://world.openfoodfacts.org/category/raw-hazelnuts Raw hazelnuts] and [https://world.openfoodfacts.org/category/roasted-hazelnuts Roasted hazelnuts] should not be assigned simultaneously;
 
 
* Oneside opposites:
 
* Oneside opposites:
 
These are categories which are incompatible and which are often due to adding an ingredient as a category:
 
These are categories which are incompatible and which are often due to adding an ingredient as a category:
** [https://world.openfoodfacts.org/category/sweet-spreads Sweet spreads] - to suppress chocolate-hazelnut creams;
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** [https://world.openfoodfacts.org/category/mixed-nuts Mixed nuts] - to suppress adding all the different nuts in mixed nuts;
** [https://world.openfoodfacts.org/category/almonds Almonds] - to suppress mixed nuts;
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** [https://world.openfoodfacts.org/category/chocolate-covered-brazil-nuts Chocolate covered Brazil nuts] - to suppress chocolate covered brazil nuts;
** [https://world.openfoodfacts.org/category/walnuts Walnuts] - to suppress mixed nuts;
 
** [https://world.openfoodfacts.org/category/snacks Snacks] - to suppress bars with hazelnut;
 
** [https://world.openfoodfacts.org/category/dried-fruits Dried fruits] - to mixes with dried fruits, such as raisins;
 
  
 
=== Nutritional errors ===
 
=== Nutritional errors ===
 
To be defined
 
To be defined
 +
 +
== Regular maintenance ==
 +
Once the category has been cleaned up one can perform regular maintenance by visiting the links below and do additional repairs.
 +
 +
=== Generic errors ===
 +
* [https://world.openfoodfacts.org/category/brazil-nuts/data-quality-errors Errors]
 +
 +
=== Extracting data ===
 +
* Nutritional values: [https://world.openfoodfacts.org/state/nutrition-facts-to-be-completed/state/nutrition-photo-selected/category/brazil-nuts products] for which the nutritional values can be extracted from the associated image;
 +
* Ingredients: [https://world.openfoodfacts.org/state/ingredients-to-be-completed/state/ingredients-photo-selected/category/brazil-nuts products] for which the ingredients can be extracted from the associated image;
 +
 +
=== Hunger Game ===
 +
Unclassified products for the various (sub-)categories:
 +
*  [https://hunger.openfoodfacts.org/questions?country=en%3Aworld&type=category&value_tag=en%3Abrazil-nuts Brazil nuts].
  
 
== Sales format ==
 
== Sales format ==
'''Hazelnuts''' are sold by:
+
'''Brazil nuts''' are sold by:
 
* package - pre-packed in the nuts aisles;
 
* package - pre-packed in the nuts aisles;
 
* weight - in the bulk aisles;
 
* weight - in the bulk aisles;
  
 
== Issues ==
 
== Issues ==
* A change is made to the parent of roasted hazelnuts. This is directly under hazelnuts instead of under shelled hazelnuts. This makes it easier to detect ingredient errors for the other categories. A review is required after acceptance of the changes (11 oct 2024);
+
none
  
 
== References ==
 
== References ==
* [https://en.wikipedia.org/wiki/Hazelnut Hazelnut@wikipedia];
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* [https://en.wikipedia.org/wiki/Brazil_nut Brazil nut@wikipedia];
* [https://en.wiktionary.org/wiki/hazelnut Hazelnut@wiktionary];
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* [https://en.wiktionary.org/wiki/brazil_nut Brazil nut@wiktionary];
* [https://www.wikidata.org/wiki/Q578307 Hazelnut@wikidata];
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* [https://www.wikidata.org/wiki/Q12371971 Brazil nut@wikidata];
  
 
[[Category:Global_Taxonomies]]
 
[[Category:Global_Taxonomies]]
 
[[Category:Category analysis]]
 
[[Category:Category analysis]]

Latest revision as of 14:50, 21 November 2024

The category Brazil Nuts. Products in this category must have more than 98% Brazil nuts and only a few ingredients that influence the flavour.

The category contains 379 products on 12 november 2024.

Product names

The product names should contain the word Brazil nuts or something related. Analysing these product names might help to find wrongly classified products or identify new subcategories. This should be done for each language. A word cloud gives a first impression.

Categorisation

Super-category

The super (parent) categories of Brazil Nuts is:

Sub-categories

These subcategories are orthogonal: a product can be assigned one or more of the subcategories. This category has two main subcategories:

Related categories

The ingredient Brazil nuts occurs in some 382 categories.

Ingredients

Brazil nuts

  • Minimal ingredients
  • Optional ingredients
    • Maybe salt and fat
  • Disallowed ingredients
    • none

Unsalted Brazil nuts

  • Required ingredients
  • Optional ingredients
    • none
  • Disallowed ingredients
    • everything else

Production process/labels

not yet looked at

Nutritional information

Brazil nuts nutritional values

The carbohydrates seem to fall in two groups. Something similar (but smaller) can be seen for proteins and fiber.

Brazil nuts

min 10% med 90% max
Energy (kJ/100g) 2740 2820 2870 2920 3040
Fat (%) 61.1 66 67 68.2 75
Saturated fat (%) 4.8 14.7 16 17.4 24.1
Carbohydrates (%) 2 2.7 4.8 13.3 14.3
Sugars (%) 0 2 2.3 3.57 4.2
Fiber (%) 2 4.7 7.1 8.1 9.9
Proteins (%) 10.7 13.3 14.3 17 23.6
Salt (%) 0 0 0.01 0.06 1
Fruit (%) 100

Comparing categories

Not relevant.

Nutrition score

Brazil nuts Nutrition score

The Media Nutrition score is 3, which makes it Nutriscore C. Despite that Brazil nuts are counted as nuts, the large fraction for saturated fats, the Nutriscore is not so good.

Brazil nuts media Nutriscore

Quality Monitoring

Categorisation errors

These are categories which are incompatible and which are often due to adding an ingredient as a category:

Nutritional errors

To be defined

Regular maintenance

Once the category has been cleaned up one can perform regular maintenance by visiting the links below and do additional repairs.

Generic errors

Extracting data

  • Nutritional values: products for which the nutritional values can be extracted from the associated image;
  • Ingredients: products for which the ingredients can be extracted from the associated image;

Hunger Game

Unclassified products for the various (sub-)categories:

Sales format

Brazil nuts are sold by:

  • package - pre-packed in the nuts aisles;
  • weight - in the bulk aisles;

Issues

none

References