Update README.md

README.md

@@ -8,52 +8,76 @@ tags:
 task_categories:
 - text-classification
 - text-generation
+pretty_name: Fandom23K Wikis
+size_categories:
+- 10M<n<100M
 ---
 
 # Dataset Card for Dataset Name
 
 ## Dataset Description
 
-- **Homepage: (TODO) https://docs.ryokoai.com/docs/training/dataset#Fandom22K ** 
-- **Repository: (TODO) https://github.com/RyokoAI/BigKnow2022 ** 
+- **Homepage: (TODO) https://docs.ryokoai.com/docs/training/dataset#Fandom22K** 
+- **Repository: (TODO) https://github.com/RyokoAI/BigKnow2022** 
 - **Paper: N/A** 
 - **Leaderboard: N/A** 
 - **Point of Contact: Ronsor Labs <ronsor@ronsor.com>** 
 
 ### Dataset Summary
 
-Fandom23K is a dataset composed of articles scraped from approximately 23,665 Fandom.com wikis between March 14 and March 18, 2023.
+Fandom23K is a dataset composed of 15,616,749 articles scraped from approximately 23,665 Fandom.com wikis between March 14 and March 18, 2023.
 It is a subset of the upcoming BigKnow2022 dataset.
 
 ### Supported Tasks and Leaderboards
 
-[More Information Needed]
+This dataset is primarily intended for unsupervised training of text generation models; however, it may be useful for other purposes.
+
+* text-classification
 
 ### Languages
 
 * English
+* Potentially other languages in much smaller quantities.
 
 ## Dataset Structure
 
 ### Data Instances
 
-[More Information Needed]
+```json
+{
+  "tag": "fandom.wikia2011",
+  "text": "# Add Your Wiki's Highlights\n\nWrite the text of your article here!-_-\n\n",
+  "title": "Add Your Wiki's Highlights"
+}
+{
+  "tag": "fandom.wikia2011",
+  "text": "# Add Your Wiki's Highlights!\n\nWikia wants to hear from you! What significant milestones did your wiki experience in 2011? What cool things did the community try out?\nCreate a page for the wiki you're most active on! Be sure to add it to the Entertainment, Gaming, or Lifestyle categories so it shows up in the right place!\n\n",
+  "title": "Add Your Wiki's Highlights!"
+}
+{
+  "tag": "fandom.wikia2011",
+  "text": "# Assassins Creed Wiki 2011\n\nIn 2011, Assassin's Creed Wiki tested new Wikia features such as Message Wall, Chat, and New Layouts.\n\n",
+  "title": "Assassins Creed Wiki 2011"
+}
+```
 
 ### Data Fields
 
 * **text**: the actual article text
 * **title**: the article title
-* **tag**: source tag, in the format fandom.*<wiki name>*
+* **tag**: text source tag, in the following format: fandom.*<wiki name>*
 
 ### Data Splits
 
-[More Information Needed]
+No splitting of the data was performed. This dataset is intended for unsupervised training.
 
 ## Dataset Creation
 
 ### Curation Rationale
 
-[More Information Needed]
+Fandom23K provides an up-to-date corpus containing pop culture and media information spanning a variety of interests and
+hobbies. Previous datasets containing such information are either part of a large and harder-to-handle whole, such as
+Common Crawl, do not provide enough variety, or are simply outdated.
 
 ### Source Data
 
@@ -64,28 +88,29 @@ This list was gathered in early January 2023, despite the actual wiki content be
 
 #### Who are the source language producers?
 
-The (primarily) human contributors of each wiki.
+The contributors of each wiki.
 
 ### Annotations
 
 #### Annotation process
 
-Wiki names and article titles were collected alongside the article text. Other than that, no annotation was performed.
+Wiki names and article titles were collected alongside the article text. Other than that automated process, no annotation was performed.
 
 #### Who are the annotators?
 
-N/A
+There were no human annotators.
 
 ### Personal and Sensitive Information
 
 The dataset was collected from public wiki data. As a result, we do not believe
-it contains any PII.
+it should contain any PII and did not inspect it further.
 
 ## Considerations for Using the Data
 
 ### Social Impact of Dataset
 
-[More Information Needed]
+This dataset is intended to be useful for anyone who wishes to train a model to generate "more entertaining" content requiring
+knowledge of popular culture or a particular niche.
 
 ### Discussion of Biases
 
@@ -94,7 +119,8 @@ Additionally, this dataset was not filtered at all. We recommmend its usage for
 
 ### Other Known Limitations
 
-[More Information Needed]
+This dataset is based on a list of active wikis from January 2023, even though the actual wiki content may be more recent. Additionally,
+smaller yet still active wikis may have been excluded.
 
 ## Additional Information