🧽 Data quality (tracker)

[teolemon]

What

Prevention

• Before-the-fact data quality (Prevent mistakes before they happen) (tracker) #10272

Golden set

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1. Create a reference dataset to perform quality checks #905
   dataset creation 🧽 Data quality +2

Search

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1. Search in ingredients (and just in ingredients) #903
   🔎 Search 🥗 Ingredients 🧽 Data quality +3

Producer platform

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1. Quality - Prevention - Producer platform - Do not export Empty products #5352
   ⏰ Stale 🏭 Producers Platform 🧽 Data quality +3

Producer - One-off

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1. The GS1/Materne import includes ASC and MSC labels on products that do not contain fish #4876
   ⏰ Stale 🎯 P1 🏭 Producers Platform 🧽 Data quality +4
   

Countries

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1. Scanbot is creating bad country entries #4870
   scan statistics 🌐 i18n 🐛 bug 🧽 Data quality +4
   
2. Some products have a different value for lang and lc #4435
   ⏰ Stale 🌍 Multilingual products 🧽 Data quality +3
   

Improve the Recent changes screen

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1. Make detected quality issues visible to moderators in "Recent changes" #2952
   Recent changes 🎨 Mockup available 🧽 Data quality +3
2. Filter Recent Changes by user group (app, bots…) #2125
   Recent changes 🧽 Data quality +2
3. Create warning for "Not indicated" values #2782
   ✏️ Editing 🧽 Data quality +2

Nutrition

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1. Quality - Prevention - Nutrition - Control _100g fields values as digits only #4582
   ⏰ Stale 🧽 Data quality 🧽 Data quality - Prevention +3

Nutrition - Averages

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1. Knowledge panel - Salt - Add a warning on products that contain more than the WHO daily salt recommandation #1413
   📖 Knowledge Panels 🧂 Salt 🧽 Data quality - Nutrition 🧽 Data quality +4

Absence of values

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1. Quality - Prevention - Add a checkbox "Fiber is not specified on the product" #1938
   frontend ✨ Feature 🎯 P1 candidate 🚦 Nutri-Score 🧽 Data quality +5
   

Photo/Data discrepancy

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1. Quality - Facet - Nutrition photo has changed, but not the nutrition data itself #1910
   Nutrition facts 🧽 Data quality - Nutrition 🧽 Data quality +3
2. Quality - Facet - Show a special prompt when the ingredient list photo has changed, but not the ingredient list itself #1909
   status system 🧽 Data quality 🧽 Data quality - Prevention +3

Grasp opportunities for improvement

Ingredients

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1. Quality facet - Ingredients - Create a facet whenever a new ingredient image would improve the ingredient recognition score #1875
   slack-notifications 🧽 Data quality 🧽 Data quality - Remediation +3

Nutrition

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1. Quality - Nutrition - Exclude prepared nutritional values from graphs and stats #1859
   old-products 📊 Charts 🧽 Data quality +3

Checkbot

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1. Quality - Distribution - Notifications - Revamp proposal #1606
   checkbot 🔔 Notifications 🧽 Data quality +3
   
2. To be completed query can select invalid records #1603
   P4 🧽 Data quality +2

Top-scan excellence (slack warnings)

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1. Quality - Distribution - Add a slack warning when one of the top 100 popular products (by scan) is edited #1213
   scan statistics slack-notifications 🧽 Data quality +3

Data augmentation to detect specific products

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1. Extract alcohol or fat % from title #1189
   Can be done by Robotoff automatic-data-augmentation 🧽 Data quality +3
   

Measurement

#10273

Remediation

• Data quality remediation (Tracker) #10271

Part of

• 🎯 What can I work on ? #5529

[github-actions]

This issue has been open 90 days with no activity. Can you give it a little love by linking it to a parent issue, adding relevant labels and projets, creating a mockup if applicable, adding code pointers from https://github.com/openfoodfacts/openfoodfacts-server/blob/main/.github/labeler.yml, giving it a priority, editing the original issue to have a more comprehensive description… Thank you very much for your contribution to 🍊 Open Food Facts