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README.md

@@ -602,6 +602,7 @@ task_categories:
 - text-classification
 - text-classification
 - text-classification
+- text-classification
 language:
 - fra
 - fas
@@ -624,20 +625,19 @@ language:
 - fin
 pretty_name: FineWeb-c
 ---
-
 # FineWeb-C: Educational content in many languages, labelled by the community
 
 <center>
     <img src="https://huggingface.co/spaces/data-is-better-together/fineweb-communications-pack/resolve/main/fineweb-c-card-header.png" alt="FineWeb 2: A sparkling update with 1000s of languages">
 </center>
 
-> _Multilingual data is better together!_
+> *Multilingual data is better together!*
 
-**Note**: This datasets and the dataset card are works in progress. You can help contribute to the dataset [here](https://huggingface.co/spaces/data-is-better-together/fineweb-c) and join the community discussions in [Discord](https://discord.com/channels/879548962464493619/1326130187527651348)!
+**Note**: This datasets and the dataset card are works in progress. You can help contribute to the dataset [here](https://huggingface.co/spaces/data-is-better-together/fineweb-c) and join the community discussions in [Discord](https://discord.com/channels/879548962464493619/1326130187527651348)! 
 
 ## What is this?
 
-This is a collaborative, community-driven project that expands upon the [FineWeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2) dataset. Our goal is to create high-quality educational content annotations across hundreds of languages.
+This is a collaborative, community-driven project that expands upon the [FineWeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2) dataset. Our goal is to create high-quality educational content annotations across hundreds of languages. 
 
 By enhancing web content with these annotations, we aim to improve the development of Large Language Models (LLMs) in all languages, making AI technology more accessible and effective globally.
 
@@ -653,30 +653,31 @@ Once a language reaches 1,000 annotations, the dataset will be included in this
 
 ### What's been done so far?
 
-So far **415** members of the Hugging Face community have submitted **46,288** annotations.
+So far **416** members of the Hugging Face community have submitted **46,457** annotations.
 
 The following languages have reached the 1,000 annotation threshold to be included in the dataset. We'll keep updating this dataset as more annotations are added!
 
-| Language Code | Language Name      | Completed Annotations | Annotators |
-| ------------- | ------------------ | --------------------- | ---------- |
-| arb_Arab      | Standard Arabic    | 1000                  | 10         |
-| ary_Arab      | Moroccan Arabic    | 1000                  | 15         |
-| arz_Arab      | Egyptian Arabic    | 1000                  | 9          |
-| asm_Latn      | Assamese           | 1000                  | 5          |
-| bar_Latn      | Bavarian           | 1000                  | 1          |
-| cmn_Hani      | Mandarin Chinese   | 1000                  | 3          |
-| dan_Latn      | Danish             | 1000                  | 18         |
-| fas_Arab      | Persian            | 1000                  | 3          |
-| fil_Latn      | Filipino           | 1000                  | 2          |
-| fin_Latn      | Finnish            | 1000                  | 7          |
-| fra_Latn      | French             | 1000                  | 28         |
-| gmh_Latn      | Middle High German | 1000                  | 1          |
-| hin_Deva      | Hindi              | 1000                  | 3          |
-| rus_Cyrl      | Russian            | 1000                  | 4          |
-| swe_Latn      | Swedish            | 1000                  | 8          |
-| tat_Cyrl      | Tatar              | 1865                  | 8          |
-| ukr_Cyrl      | Ukrainian          | 1000                  | 5          |
-| vie_Latn      | Vietnamese         | 1000                  | 11         |
+| Language Code | Language Name | Completed Annotations | Annotators |
+|--------------|---------------|---------------------|------------|
+| arb_Arab | Standard Arabic | 1000 | 10 |
+| ary_Arab | Moroccan Arabic | 1000 | 15 |
+| arz_Arab | Egyptian Arabic | 1000 | 9 |
+| asm_Latn | Assamese | 1000 | 5 |
+| bar_Latn | Bavarian | 1000 | 1 |
+| cmn_Hani | Mandarin Chinese | 1000 | 3 |
+| dan_Latn | Danish | 1000 | 18 |
+| fas_Arab | Persian | 1000 | 3 |
+| fil_Latn | Filipino | 1000 | 2 |
+| fin_Latn | Finnish | 1000 | 7 |
+| fra_Latn | French | 1000 | 28 |
+| gmh_Latn | Middle High German | 1000 | 1 |
+| hin_Deva | Hindi | 1000 | 3 |
+| rus_Cyrl | Russian | 1000 | 4 |
+| swe_Latn | Swedish | 1000 | 8 |
+| tat_Cyrl | Tatar | 1865 | 8 |
+| ukr_Cyrl | Ukrainian | 1000 | 5 |
+| vie_Latn | Vietnamese | 1000 | 11 |
+
 
 _You can help contribute to the dataset [here](https://huggingface.co/spaces/data-is-better-together/fineweb-c)._
 
@@ -690,7 +691,7 @@ There are many languages in the world where no high quality LLMs exist. Having h
 
 #### Fineweb-Edu for every language?
 
-[FineWeb-Edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu) is a dataset built on the original [FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb) dataset. The dataset was constructed by developing an educational quality classifier using annotations generated by LLama3-70B-Instruct and using this classifier to retain only the most educational web pages.
+[FineWeb-Edu](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu) is a dataset built on the original [FineWeb](https://huggingface.co/datasets/HuggingFaceFW/fineweb) dataset. The dataset was constructed by developing an educational quality classifier using annotations generated by LLama3-70B-Instruct and using this classifier to retain only the most educational web pages. 
 
 FineWeb-Edu outperforms FineWeb on popular benchmark. Crucially, using this approach reduces the amount of data needed to train a high quality LLM reducing the barrier to building a high quality LLM for many languages.
 
@@ -704,7 +705,7 @@ For high resources languages, using an LLM to generate educational quality annot
 
 ## How can I help?
 
-You can help by contributing to the dataset [here](https://huggingface.co/spaces/data-is-better-together/fineweb-c) and join the community discussions in [Discord](https://discord.com/channels/879548962464493619/1326130187527651348)!
+You can help by contributing to the dataset [here](https://huggingface.co/spaces/data-is-better-together/fineweb-c) and join the community discussions in [Discord](https://discord.com/channels/879548962464493619/1326130187527651348)! 
 
 ## Why would I bother to contribute to this dataset?
 
@@ -716,29 +717,31 @@ Your contributions directly shape the future of AI in your language. Here's why
 
 3. Be part of something bigger: Just as Wikipedia showed how volunteers can build invaluable resources, the Hugging Face community has created numerous open models and datasets. You're joining a movement to democratize AI technology.
 
-Every annotation counts. Whether you can contribute ten minutes or ten hours, your input helps build a more inclusive future for AI technology 🤗
+Every annotation counts. Whether you can contribute ten minutes or ten hours, your input helps build a more inclusive future for AI technology 🤗 
 
-## Who contributed to this dataset so far?
+## Who contributed to this dataset so far? 
 
 These are the top 10 contributors to this release of the dataset. Make sure to give them a follow on the Hub to show your appreciation!
 
-| Hugging Face Username                                       | Submissions |
-| ----------------------------------------------------------- | ----------- |
-| [stefan-it](https://huggingface.co/stefan-it)               | 2,511       |
-| [hasnachouikhi](https://huggingface.co/hasnachouikhi)       | 1,865       |
-| [hannayukhymenko](https://huggingface.co/hannayukhymenko)   | 1,445       |
-| [Aivis](https://huggingface.co/Aivis)                       | 1,444       |
-| [tagay1n](https://huggingface.co/tagay1n)                   | 1,135       |
-| [ivykopal](https://huggingface.co/ivykopal)                 | 1,089       |
-| [catastropiyush](https://huggingface.co/catastropiyush)     | 1,059       |
-| [vikkormallansohn](https://huggingface.co/vikkormallansohn) | 1,000       |
-| [rasgaard](https://huggingface.co/rasgaard)                 | 1,000       |
-| [mhyles](https://huggingface.co/mhyles)                     | 993         |
-
-Data work is the under appreciated foundation of AI and ML. This dataset is built by the community for the community. Below is a leaderboard that is updated daily and shows all the contributors to this annotation effort.
+| Hugging Face Username | Submissions |
+|----------|------------|
+| [stefan-it](https://huggingface.co/stefan-it) | 2,511 |
+| [hasnachouikhi](https://huggingface.co/hasnachouikhi) | 1,865 |
+| [Aivis](https://huggingface.co/Aivis) | 1,480 |
+| [hannayukhymenko](https://huggingface.co/hannayukhymenko) | 1,445 |
+| [tagay1n](https://huggingface.co/tagay1n) | 1,135 |
+| [ivykopal](https://huggingface.co/ivykopal) | 1,089 |
+| [catastropiyush](https://huggingface.co/catastropiyush) | 1,059 |
+| [rasgaard](https://huggingface.co/rasgaard) | 1,000 |
+| [vikkormallansohn](https://huggingface.co/vikkormallansohn) | 1,000 |
+| [mhyles](https://huggingface.co/mhyles) | 993 |
+
+
+Data work is the under appreciated foundation of AI and ML. This dataset is built by the community for the community. Below is a leaderboard that is updated daily and shows all the contributors to this annotation effort. 
 
 <iframe src="https://huggingface.co/datasets/data-is-better-together/fineweb-c-progress/embed/sql-console/DJ2n1Z0" frameborder="0" width="100%" height="560px"></iframe>
 
+
 #### Language-specific Contributors
 
 Below you can find a list of all the contributors to this release of the dataset for each language ❤️
@@ -746,337 +749,358 @@ Below you can find a list of all the contributors to this release of the dataset
 <details>
 <summary>Detailed Contributor Statistics for each language</summary>
 
+
+
 ### Assamese (asm_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                | Submissions |
-| ------------------------------------------------------- | ----------- |
-| [Arpanjyoti](https://huggingface.co/Arpanjyoti)         | 817         |
-| [pahigogoi1](https://huggingface.co/pahigogoi1)         | 171         |
-| [kishorekashyap](https://huggingface.co/kishorekashyap) | 6           |
-| [nawaf-helmi123](https://huggingface.co/nawaf-helmi123) | 5           |
-| [aelhence](https://huggingface.co/aelhence)             | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [Arpanjyoti](https://huggingface.co/Arpanjyoti) | 817 |
+| [pahigogoi1](https://huggingface.co/pahigogoi1) | 171 |
+| [kishorekashyap](https://huggingface.co/kishorekashyap) | 6 |
+| [nawaf-helmi123](https://huggingface.co/nawaf-helmi123) | 5 |
+| [aelhence](https://huggingface.co/aelhence) | 1 |
 </details>
 
+
+
 ### Bavarian (bar_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                      | Submissions |
-| --------------------------------------------- | ----------- |
-| [stefan-it](https://huggingface.co/stefan-it) | 1000        |
-
+| Username | Submissions |
+|----------|------------|
+| [stefan-it](https://huggingface.co/stefan-it) | 1000 |
 </details>
 
+
+
 ### Danish (dan_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                      | Submissions |
-| ------------------------------------------------------------- | ----------- |
-| [rasgaard](https://huggingface.co/rasgaard)                   | 1000        |
-| [JakobBlaa](https://huggingface.co/JakobBlaa)                 | 978         |
-| [saattrupdan](https://huggingface.co/saattrupdan)             | 200         |
-| [FrLars21](https://huggingface.co/FrLars21)                   | 80          |
-| [markhougaard](https://huggingface.co/markhougaard)           | 72          |
-| [KennethEnevoldsen](https://huggingface.co/KennethEnevoldsen) | 44          |
-| [Apasalic](https://huggingface.co/Apasalic)                   | 33          |
-| [tqvist](https://huggingface.co/tqvist)                       | 33          |
-| [cnila](https://huggingface.co/cnila)                         | 31          |
-| [Soeren-B](https://huggingface.co/Soeren-B)                   | 28          |
-| [KristianL](https://huggingface.co/KristianL)                 | 22          |
-| [mathiasn1](https://huggingface.co/mathiasn1)                 | 16          |
-| [ITK-dev](https://huggingface.co/ITK-dev)                     | 12          |
-| [jannikskytt](https://huggingface.co/jannikskytt)             | 8           |
-| [AndreasLH](https://huggingface.co/AndreasLH)                 | 7           |
-| [perlausten](https://huggingface.co/perlausten)               | 5           |
-| [sorenmulli](https://huggingface.co/sorenmulli)               | 3           |
-| [organicoder](https://huggingface.co/organicoder)             | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [rasgaard](https://huggingface.co/rasgaard) | 1000 |
+| [JakobBlaa](https://huggingface.co/JakobBlaa) | 978 |
+| [saattrupdan](https://huggingface.co/saattrupdan) | 200 |
+| [FrLars21](https://huggingface.co/FrLars21) | 80 |
+| [markhougaard](https://huggingface.co/markhougaard) | 72 |
+| [KennethEnevoldsen](https://huggingface.co/KennethEnevoldsen) | 44 |
+| [Apasalic](https://huggingface.co/Apasalic) | 33 |
+| [tqvist](https://huggingface.co/tqvist) | 33 |
+| [cnila](https://huggingface.co/cnila) | 31 |
+| [Soeren-B](https://huggingface.co/Soeren-B) | 28 |
+| [KristianL](https://huggingface.co/KristianL) | 22 |
+| [mathiasn1](https://huggingface.co/mathiasn1) | 16 |
+| [ITK-dev](https://huggingface.co/ITK-dev) | 12 |
+| [jannikskytt](https://huggingface.co/jannikskytt) | 8 |
+| [AndreasLH](https://huggingface.co/AndreasLH) | 7 |
+| [perlausten](https://huggingface.co/perlausten) | 5 |
+| [sorenmulli](https://huggingface.co/sorenmulli) | 3 |
+| [organicoder](https://huggingface.co/organicoder) | 1 |
 </details>
 
+
+
 ### Egyptian Arabic (arz_Arab)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                          | Submissions |
-| ------------------------------------------------- | ----------- |
-| [mmhamdy](https://huggingface.co/mmhamdy)         | 734         |
-| [aishahamdy](https://huggingface.co/aishahamdy)   | 141         |
-| [oumayma03](https://huggingface.co/oumayma03)     | 54          |
-| [omarelshehy](https://huggingface.co/omarelshehy) | 46          |
-| [ghada00](https://huggingface.co/ghada00)         | 14          |
-| [heba1998](https://huggingface.co/heba1998)       | 10          |
-| [chemouda](https://huggingface.co/chemouda)       | 3           |
-| [aammari](https://huggingface.co/aammari)         | 2           |
-| [amreleraqi](https://huggingface.co/amreleraqi)   | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [mmhamdy](https://huggingface.co/mmhamdy) | 734 |
+| [aishahamdy](https://huggingface.co/aishahamdy) | 141 |
+| [oumayma03](https://huggingface.co/oumayma03) | 54 |
+| [omarelshehy](https://huggingface.co/omarelshehy) | 46 |
+| [ghada00](https://huggingface.co/ghada00) | 14 |
+| [heba1998](https://huggingface.co/heba1998) | 10 |
+| [chemouda](https://huggingface.co/chemouda) | 3 |
+| [aammari](https://huggingface.co/aammari) | 2 |
+| [amreleraqi](https://huggingface.co/amreleraqi) | 1 |
 </details>
 
+
+
 ### Filipino (fil_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                      | Submissions |
-| --------------------------------------------- | ----------- |
-| [mhyles](https://huggingface.co/mhyles)       | 993         |
-| [maryclara](https://huggingface.co/maryclara) | 7           |
-
+| Username | Submissions |
+|----------|------------|
+| [mhyles](https://huggingface.co/mhyles) | 993 |
+| [maryclara](https://huggingface.co/maryclara) | 7 |
 </details>
 
+
+
 ### Finnish (fin_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                          | Submissions |
-| ------------------------------------------------- | ----------- |
-| [RASMUS](https://huggingface.co/RASMUS)           | 472         |
-| [RajaVardhan](https://huggingface.co/RajaVardhan) | 350         |
-| [askokauppi](https://huggingface.co/askokauppi)   | 120         |
-| [readd](https://huggingface.co/readd)             | 65          |
-| [Zakalaklaa](https://huggingface.co/Zakalaklaa)   | 4           |
-| [antupis](https://huggingface.co/antupis)         | 3           |
-| [valstu](https://huggingface.co/valstu)           | 3           |
-
+| Username | Submissions |
+|----------|------------|
+| [RASMUS](https://huggingface.co/RASMUS) | 472 |
+| [RajaVardhan](https://huggingface.co/RajaVardhan) | 350 |
+| [askokauppi](https://huggingface.co/askokauppi) | 120 |
+| [readd](https://huggingface.co/readd) | 65 |
+| [Zakalaklaa](https://huggingface.co/Zakalaklaa) | 4 |
+| [antupis](https://huggingface.co/antupis) | 3 |
+| [valstu](https://huggingface.co/valstu) | 3 |
 </details>
 
+
+
 ### French (fra_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                        | Submissions |
-| --------------------------------------------------------------- | ----------- |
-| [BlackMinstrel](https://huggingface.co/BlackMinstrel)           | 354         |
-| [lbourdois](https://huggingface.co/lbourdois)                   | 320         |
-| [Ameeeee](https://huggingface.co/Ameeeee)                       | 100         |
-| [EAntoine](https://huggingface.co/EAntoine)                     | 50          |
-| [chemouda](https://huggingface.co/chemouda)                     | 30          |
-| [Bassem-Abidi](https://huggingface.co/Bassem-Abidi)             | 27          |
-| [BrigitteTousi](https://huggingface.co/BrigitteTousi)           | 20          |
-| [copacetique](https://huggingface.co/copacetique)               | 20          |
-| [FremyCompany](https://huggingface.co/FremyCompany)             | 18          |
-| [nicolas-perreaux](https://huggingface.co/nicolas-perreaux)     | 13          |
-| [fdaudens](https://huggingface.co/fdaudens)                     | 10          |
-| [joelg](https://huggingface.co/joelg)                           | 8           |
-| [antoinejeannot](https://huggingface.co/antoinejeannot)         | 7           |
-| [clem](https://huggingface.co/clem)                             | 6           |
-| [Aviv-anthonnyolime](https://huggingface.co/Aviv-anthonnyolime) | 5           |
-| [rdecoupes](https://huggingface.co/rdecoupes)                   | 5           |
-| [pagezyhf](https://huggingface.co/pagezyhf)                     | 3           |
-| [raveneau](https://huggingface.co/raveneau)                     | 3           |
-| [adrienconrath](https://huggingface.co/adrienconrath)           | 3           |
-| [arthurmaas](https://huggingface.co/arthurmaas)                 | 2           |
-| [owner](https://huggingface.co/owner)                           | 1           |
-| [JohnnyTestin](https://huggingface.co/JohnnyTestin)             | 1           |
-| [thomwolf](https://huggingface.co/thomwolf)                     | 1           |
-| [LowFace](https://huggingface.co/LowFace)                       | 1           |
-| [Creazycreator](https://huggingface.co/Creazycreator)           | 1           |
-| [Eyel](https://huggingface.co/Eyel)                             | 1           |
-| [Pipistra](https://huggingface.co/Pipistra)                     | 1           |
-| [wraps](https://huggingface.co/wraps)                           | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [BlackMinstrel](https://huggingface.co/BlackMinstrel) | 354 |
+| [lbourdois](https://huggingface.co/lbourdois) | 320 |
+| [Ameeeee](https://huggingface.co/Ameeeee) | 100 |
+| [EAntoine](https://huggingface.co/EAntoine) | 50 |
+| [chemouda](https://huggingface.co/chemouda) | 30 |
+| [Bassem-Abidi](https://huggingface.co/Bassem-Abidi) | 27 |
+| [BrigitteTousi](https://huggingface.co/BrigitteTousi) | 20 |
+| [copacetique](https://huggingface.co/copacetique) | 20 |
+| [FremyCompany](https://huggingface.co/FremyCompany) | 18 |
+| [nicolas-perreaux](https://huggingface.co/nicolas-perreaux) | 13 |
+| [fdaudens](https://huggingface.co/fdaudens) | 10 |
+| [joelg](https://huggingface.co/joelg) | 8 |
+| [antoinejeannot](https://huggingface.co/antoinejeannot) | 7 |
+| [clem](https://huggingface.co/clem) | 6 |
+| [Aviv-anthonnyolime](https://huggingface.co/Aviv-anthonnyolime) | 5 |
+| [rdecoupes](https://huggingface.co/rdecoupes) | 5 |
+| [pagezyhf](https://huggingface.co/pagezyhf) | 3 |
+| [raveneau](https://huggingface.co/raveneau) | 3 |
+| [adrienconrath](https://huggingface.co/adrienconrath) | 3 |
+| [arthurmaas](https://huggingface.co/arthurmaas) | 2 |
+| [owner](https://huggingface.co/owner) | 1 |
+| [JohnnyTestin](https://huggingface.co/JohnnyTestin) | 1 |
+| [thomwolf](https://huggingface.co/thomwolf) | 1 |
+| [LowFace](https://huggingface.co/LowFace) | 1 |
+| [Creazycreator](https://huggingface.co/Creazycreator) | 1 |
+| [Eyel](https://huggingface.co/Eyel) | 1 |
+| [Pipistra](https://huggingface.co/Pipistra) | 1 |
+| [wraps](https://huggingface.co/wraps) | 1 |
 </details>
 
+
+
 ### Hindi (hin_Deva)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                | Submissions |
-| ------------------------------------------------------- | ----------- |
-| [catastropiyush](https://huggingface.co/catastropiyush) | 926         |
-| [pp](https://huggingface.co/pp)                         | 73          |
-| [Urmish](https://huggingface.co/Urmish)                 | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [catastropiyush](https://huggingface.co/catastropiyush) | 926 |
+| [pp](https://huggingface.co/pp) | 73 |
+| [Urmish](https://huggingface.co/Urmish) | 1 |
 </details>
 
+
+
 ### Mandarin Chinese (cmn_Hani)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                  | Submissions |
-| --------------------------------------------------------- | ----------- |
-| [paperplanedeemo](https://huggingface.co/paperplanedeemo) | 978         |
-| [guokan-shang](https://huggingface.co/guokan-shang)       | 12          |
-| [AdinaY](https://huggingface.co/AdinaY)                   | 10          |
-
+| Username | Submissions |
+|----------|------------|
+| [paperplanedeemo](https://huggingface.co/paperplanedeemo) | 978 |
+| [guokan-shang](https://huggingface.co/guokan-shang) | 12 |
+| [AdinaY](https://huggingface.co/AdinaY) | 10 |
 </details>
 
+
+
 ### Middle High German (gmh_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                      | Submissions |
-| --------------------------------------------- | ----------- |
-| [stefan-it](https://huggingface.co/stefan-it) | 1000        |
-
+| Username | Submissions |
+|----------|------------|
+| [stefan-it](https://huggingface.co/stefan-it) | 1000 |
 </details>
 
+
+
 ### Moroccan Arabic (ary_Arab)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                | Submissions |
-| ------------------------------------------------------- | ----------- |
-| [Ihssane123](https://huggingface.co/Ihssane123)         | 499         |
-| [imomayiz](https://huggingface.co/imomayiz)             | 234         |
-| [NouhailaChab05](https://huggingface.co/NouhailaChab05) | 120         |
-| [nouamanetazi](https://huggingface.co/nouamanetazi)     | 58          |
-| [master12gx](https://huggingface.co/master12gx)         | 37          |
-| [oumayma03](https://huggingface.co/oumayma03)           | 21          |
-| [Overowser](https://huggingface.co/Overowser)           | 14          |
-| [SoufianeDahimi](https://huggingface.co/SoufianeDahimi) | 12          |
-| [adnananouzla](https://huggingface.co/adnananouzla)     | 11          |
-| [alielfilali01](https://huggingface.co/alielfilali01)   | 3           |
-| [staghado](https://huggingface.co/staghado)             | 3           |
-| [olafdil](https://huggingface.co/olafdil)               | 2           |
-| [maghwa](https://huggingface.co/maghwa)                 | 2           |
-| [0xTechVio](https://huggingface.co/0xTechVio)           | 1           |
-| [maggierphunt](https://huggingface.co/maggierphunt)     | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [Ihssane123](https://huggingface.co/Ihssane123) | 499 |
+| [imomayiz](https://huggingface.co/imomayiz) | 234 |
+| [NouhailaChab05](https://huggingface.co/NouhailaChab05) | 120 |
+| [nouamanetazi](https://huggingface.co/nouamanetazi) | 58 |
+| [master12gx](https://huggingface.co/master12gx) | 37 |
+| [oumayma03](https://huggingface.co/oumayma03) | 21 |
+| [Overowser](https://huggingface.co/Overowser) | 14 |
+| [SoufianeDahimi](https://huggingface.co/SoufianeDahimi) | 12 |
+| [adnananouzla](https://huggingface.co/adnananouzla) | 11 |
+| [alielfilali01](https://huggingface.co/alielfilali01) | 3 |
+| [staghado](https://huggingface.co/staghado) | 3 |
+| [olafdil](https://huggingface.co/olafdil) | 2 |
+| [maghwa](https://huggingface.co/maghwa) | 2 |
+| [0xTechVio](https://huggingface.co/0xTechVio) | 1 |
+| [maggierphunt](https://huggingface.co/maggierphunt) | 1 |
 </details>
 
+
+
 ### Persian (fas_Arab)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                            | Submissions |
-| --------------------------------------------------- | ----------- |
-| [Maani](https://huggingface.co/Maani)               | 985         |
-| [mehrdadazizi](https://huggingface.co/mehrdadazizi) | 14          |
-| [kargaranamir](https://huggingface.co/kargaranamir) | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [Maani](https://huggingface.co/Maani) | 985 |
+| [mehrdadazizi](https://huggingface.co/mehrdadazizi) | 14 |
+| [kargaranamir](https://huggingface.co/kargaranamir) | 1 |
 </details>
 
+
+
 ### Russian (rus_Cyrl)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                              | Submissions |
-| ----------------------------------------------------- | ----------- |
-| [kitano-o](https://huggingface.co/kitano-o)           | 593         |
-| [kristaller486](https://huggingface.co/kristaller486) | 396         |
-| [knyazer](https://huggingface.co/knyazer)             | 9           |
-| [alialek](https://huggingface.co/alialek)             | 5           |
-
+| Username | Submissions |
+|----------|------------|
+| [kitano-o](https://huggingface.co/kitano-o) | 593 |
+| [kristaller486](https://huggingface.co/kristaller486) | 396 |
+| [knyazer](https://huggingface.co/knyazer) | 9 |
+| [alialek](https://huggingface.co/alialek) | 5 |
 </details>
 
+
+
 ### Standard Arabic (arb_Arab)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                              | Submissions |
-| ----------------------------------------------------- | ----------- |
-| [hasnachouikhi](https://huggingface.co/hasnachouikhi) | 1000        |
-| [alielfilali01](https://huggingface.co/alielfilali01) | 4           |
-
+| Username | Submissions |
+|----------|------------|
+| [hasnachouikhi](https://huggingface.co/hasnachouikhi) | 1000 |
+| [alielfilali01](https://huggingface.co/alielfilali01) | 4 |
 </details>
 
+
+
 ### Standard Arabic (arb_Arab)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                              | Submissions |
-| ----------------------------------------------------- | ----------- |
-| [hasnachouikhi](https://huggingface.co/hasnachouikhi) | 865         |
-| [chemouda](https://huggingface.co/chemouda)           | 102         |
-| [oumayma03](https://huggingface.co/oumayma03)         | 12          |
-| [ahmedselhady](https://huggingface.co/ahmedselhady)   | 9           |
-| [staghado](https://huggingface.co/staghado)           | 7           |
-| [alielfilali01](https://huggingface.co/alielfilali01) | 4           |
-| [YassineL](https://huggingface.co/YassineL)           | 2           |
-| [maggierphunt](https://huggingface.co/maggierphunt)   | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [hasnachouikhi](https://huggingface.co/hasnachouikhi) | 865 |
+| [chemouda](https://huggingface.co/chemouda) | 102 |
+| [oumayma03](https://huggingface.co/oumayma03) | 12 |
+| [ahmedselhady](https://huggingface.co/ahmedselhady) | 9 |
+| [staghado](https://huggingface.co/staghado) | 7 |
+| [alielfilali01](https://huggingface.co/alielfilali01) | 4 |
+| [YassineL](https://huggingface.co/YassineL) | 2 |
+| [maggierphunt](https://huggingface.co/maggierphunt) | 1 |
 </details>
 
+
+
 ### Swedish (swe_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                            | Submissions |
-| --------------------------------------------------- | ----------- |
-| [menbom](https://huggingface.co/menbom)             | 472         |
-| [Ekgren](https://huggingface.co/Ekgren)             | 203         |
-| [Lauler](https://huggingface.co/Lauler)             | 160         |
-| [apsod](https://huggingface.co/apsod)               | 93          |
-| [bjarlestam](https://huggingface.co/bjarlestam)     | 48          |
-| [PierreMesure](https://huggingface.co/PierreMesure) | 24          |
-| [AntonVic](https://huggingface.co/AntonVic)         | 5           |
-| [ohallstrom](https://huggingface.co/ohallstrom)     | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [menbom](https://huggingface.co/menbom) | 472 |
+| [Ekgren](https://huggingface.co/Ekgren) | 203 |
+| [Lauler](https://huggingface.co/Lauler) | 160 |
+| [apsod](https://huggingface.co/apsod) | 93 |
+| [bjarlestam](https://huggingface.co/bjarlestam) | 48 |
+| [PierreMesure](https://huggingface.co/PierreMesure) | 24 |
+| [AntonVic](https://huggingface.co/AntonVic) | 5 |
+| [ohallstrom](https://huggingface.co/ohallstrom) | 1 |
 </details>
 
+
+
 ### Tatar (tat_Cyrl)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                              | Submissions |
-| ----------------------------------------------------- | ----------- |
-| [tagay1n](https://huggingface.co/tagay1n)             | 1006        |
-| [gaydmi](https://huggingface.co/gaydmi)               | 663         |
-| [inov8](https://huggingface.co/inov8)                 | 149         |
-| [iamdweebish](https://huggingface.co/iamdweebish)     | 42          |
-| [Giniyatullina](https://huggingface.co/Giniyatullina) | 6           |
-| [Empirenull](https://huggingface.co/Empirenull)       | 3           |
-| [Khusaenov](https://huggingface.co/Khusaenov)         | 1           |
-| [mackshchim](https://huggingface.co/mackshchim)       | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [tagay1n](https://huggingface.co/tagay1n) | 1006 |
+| [gaydmi](https://huggingface.co/gaydmi) | 663 |
+| [inov8](https://huggingface.co/inov8) | 149 |
+| [iamdweebish](https://huggingface.co/iamdweebish) | 42 |
+| [Giniyatullina](https://huggingface.co/Giniyatullina) | 6 |
+| [Empirenull](https://huggingface.co/Empirenull) | 3 |
+| [Khusaenov](https://huggingface.co/Khusaenov) | 1 |
+| [mackshchim](https://huggingface.co/mackshchim) | 1 |
 </details>
 
+
+
 ### Ukrainian (ukr_Cyrl)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                    | Submissions |
-| ----------------------------------------------------------- | ----------- |
-| [hannayukhymenko](https://huggingface.co/hannayukhymenko)   | 975         |
-| [reciprocate](https://huggingface.co/reciprocate)           | 18          |
-| [realPivo](https://huggingface.co/realPivo)                 | 5           |
-| [robinhad](https://huggingface.co/robinhad)                 | 1           |
-| [RabotiahovDmytro](https://huggingface.co/RabotiahovDmytro) | 1           |
-
+| Username | Submissions |
+|----------|------------|
+| [hannayukhymenko](https://huggingface.co/hannayukhymenko) | 975 |
+| [reciprocate](https://huggingface.co/reciprocate) | 18 |
+| [realPivo](https://huggingface.co/realPivo) | 5 |
+| [robinhad](https://huggingface.co/robinhad) | 1 |
+| [RabotiahovDmytro](https://huggingface.co/RabotiahovDmytro) | 1 |
 </details>
 
+
+
 ### Vietnamese (vie_Latn)
 
 <details>
 <summary>User Statistics Table (Minimum 1 submissions)</summary>
 
-| Username                                                | Submissions |
-| ------------------------------------------------------- | ----------- |
-| [anhha9](https://huggingface.co/anhha9)                 | 927         |
-| [HoangHa](https://huggingface.co/HoangHa)               | 864         |
-| [LHPKAI](https://huggingface.co/LHPKAI)                 | 454         |
-| [presencesw](https://huggingface.co/presencesw)         | 312         |
-| [convoicon](https://huggingface.co/convoicon)           | 148         |
-| [thangvip](https://huggingface.co/thangvip)             | 104         |
-| [High-Will](https://huggingface.co/High-Will)           | 19          |
-| [Stella9924](https://huggingface.co/Stella9924)         | 15          |
-| [PhongLT](https://huggingface.co/PhongLT)               | 13          |
-| [toanchuyenkhoa](https://huggingface.co/toanchuyenkhoa) | 9           |
-| [TienAnh](https://huggingface.co/TienAnh)               | 4           |
-
+| Username | Submissions |
+|----------|------------|
+| [anhha9](https://huggingface.co/anhha9) | 927 |
+| [HoangHa](https://huggingface.co/HoangHa) | 864 |
+| [LHPKAI](https://huggingface.co/LHPKAI) | 454 |
+| [presencesw](https://huggingface.co/presencesw) | 312 |
+| [convoicon](https://huggingface.co/convoicon) | 148 |
+| [thangvip](https://huggingface.co/thangvip) | 104 |
+| [High-Will](https://huggingface.co/High-Will) | 19 |
+| [Stella9924](https://huggingface.co/Stella9924) | 15 |
+| [PhongLT](https://huggingface.co/PhongLT) | 13 |
+| [toanchuyenkhoa](https://huggingface.co/toanchuyenkhoa) | 9 |
+| [TienAnh](https://huggingface.co/TienAnh) | 4 |
 </details>
 
+
+
 </details>
 
 ## Using this dataset
@@ -1136,7 +1160,8 @@ The main things to note (we'll update this as we get more data)
 
 - Some languages already have multiple annotations per page. So far we haven't done any processing on these rows so people are free to calculate the agreement of the annotators in whatever way they want.
 - For languages with many active annotators, we may increase the overlap of annotations over time to further improve the quality of the dataset.
-- Some languages contain many `problematic content` labels. These often occur when the language detection was not correct. There is a `problematic_content_label_present` boolean column that indicates if the page contains at least one `problematic content` label. If you want to remove these rows you can do so by filtering on this column. Alternatively, you can use the `problematic_content_label_agreement` column to filter on the agreement of the annotators i.e. only remove rows where the annotators agree on the `problematic content` label. For many of the most active language efforts we're working with the community to improve the quality of the data so we hope the number of `problematic content` labels will decrease over time.
+- Some languages contain many `problematic content` labels. These often occur when the language detection was not correct. There is a `problematic_content_label_present` boolean column that indicates if the page contains at least one `problematic content` label. If you want to remove these rows you can do so by filtering on this column. Alternatively, you can use the `problematic_content_label_agreement` column to filter on the agreement of the annotators i.e. only remove rows where the annotators agree on the `problematic content` label. For many of the most active language efforts we're working with the community to improve the quality of the data so we hope the number of `problematic content` labels will decrease over time. 
+
 
 ## Licensing Information
 
@@ -1144,8 +1169,10 @@ The dataset is released under the Open Data Commons Attribution License (ODC-By)
 
 ## Citation
 
+
 _Citation information needs to be added_
 
+
 ## Last Updated
 
-2025-01-09
+2025-01-09