Update README.md

README.md

@@ -1,3 +1,15 @@
+---
+language:
+- en
+tags:
+- politics
+- reddit
+- united states
+- image to text
+pretty_name: US politics subreddit data
+size_categories:
+- 1K<n<10K
+---
 # Reddit Political Discourse Dataset
 
 ## Data Source
@@ -16,27 +28,28 @@ The dataset comprises the top posts from the selected subreddits for each year s
 
 Each row in the dataset represents a single post and includes the following columns:
 
-- Author
-- Created UTC
-- Domain
-- Title
-- Selftext
-- Subreddit
-- Score
-- Number of Comments
-- Ups
-- Downs
-- Permalink
-- Is Self
-- URL
-- Subreddit Subscribers
-- Upvote Ratio
-- Is Original Content
-- Media
-- Selftext HTML
-- Author Flair Text
-- Link Flair Text
-- Image Text (generated feature, explained below)
+- Author: The username of the individual who submitted the post.
+- Created UTC: The date and time when the post was created, typically represented as a UNIX timestamp and can be converted to a more readable datetime object.
+- Domain: The internet domain of the linked content in the post. For example, i.imgur.com for images hosted on Imgur. For self-posts, this might just point to the subreddit domain.
+- Title: The title of the Reddit post, as specified by the author.
+- Selftext: The body text of the post. For link posts, this is often empty, whereas for text (self) posts, this contains the post's content.
+- Subreddit: The name of the subreddit where the post was submitted.
+- Score: The net score of the post, calculated as the difference between the number of upvotes and downvotes.
+- Number of Comments: The total count of comments made on the post.
+- Ups: The number of upvotes the post has received. Note that Reddit may fuzz the actual numbers of upvotes and downvotes.
+- Downs: The number of downvotes the post has received. As with upvotes, the exact count may be fuzzed by Reddit.
+- Permalink: A relative URL to the Reddit post. This can be appended to https://www.reddit.com to form the complete URL.
+- Is Self: A boolean indicating whether the post is a self-post (text post) or a link post. Self-posts contain text content, while link posts link out to external content.
+- URL: The direct URL to the linked content for link posts. For self-posts, this may point to the Reddit post itself.
+- Subreddit Subscribers: The number of subscribers to the subreddit at the time of the post. This gives an idea of the subreddit's size.
+- Upvote Ratio: The ratio of upvotes to total votes (upvotes plus downvotes) the post has received.
+- Is Original Content (OC): A boolean indicating whether the post has been marked as original content by the author.
+- Media: Information or metadata about any media associated with the post, such as videos or images. This can vary widely in format depending on the post and media type.
+- Selftext HTML: The HTML version of the selftext, allowing for embedded formatting and links. This may be useful for rendering the post's content as it appears on Reddit.
+- Author Flair Text: Text of the flair attached to the author's username in the context of the subreddit. Flairs can denote specific roles, achievements, or statuses within the subreddit community.
+- Link Flair Text: The text of the flair attached to the post itself. Subreddits use link flairs to categorize posts, indicate post status, or convey other information.
+- Image (PIL object): For datasets including image analysis, this could be a Python Imaging Library (PIL) object representing an image associated with the post. This allows for direct manipulation and analysis of post images.
+- Image Text: A generated feature that might represent text extracted from an associated post image using techniques like Optical Character Recognition (OCR). This can provide additional context or content for analysis, especially for image-heavy posts.
 
 ## URL Content Processing
 
@@ -64,4 +77,4 @@ The dataset is a subset of top posts and does not represent the entirety of post
 
 ## Changelog
 
-## Contact Information
+## Contact Information