temp

README.md

@@ -8,6 +8,8 @@ tags:
 pretty_name: Regulation.gov Public Comments
 size_categories:
 - n<1K
+task_categories:
+- text-classification
 ---
 # Dataset Card for Regulatory Comments (Predownloaded; No API Call)
 
@@ -53,6 +55,8 @@ keywords (list(str)): A list of string keywords, as determined by Regulations.go
 
 **Comment Metadata**
 
+Note that huggingface converts lists of dictionaries to dictionaries of lists.
+
 comment_id (int): A unique numerical identifier for each public comment submitted on the docket.
 
 comment_title (str): The title or subject line of the individual public comment.
@@ -70,6 +74,14 @@ comment_length (int): The length of the comment in terms of the number of charac
 **Comment Content**
 text (str): The actual text of the comment submitted. This is the primary content for analysis, containing the commenter's views, arguments, and feedback on the regulatory matter. 
 
+
+### Dataset Limitations
+
+Commenter name features were phased in later in the system, so some dockets will have no 
+first name/last name entries. Further, some comments were uploaded solely via attachment,
+and are stored in the system as null since the API has no access to comment attachments. However, many large companies will upload their 
+comments via attachments, making any sentiment analysis biased towards individual commenters.
+
 - **Curated by:** Ro Huang
 
 ### Dataset Sources