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Reddit vs Twitter Discourse Data
Social Media and Posts
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Free
About
Tracking the spread of misinformation and social media dynamics, this dataset captures a weekly refreshed collection of tweets from the account @reddit_lies. Gathered using a Tweepy notebook, the data provides a chronological archive of posts that highlight or critique Reddit content on the Twitter platform. It is particularly valuable for natural language processing (NLP), sentiment analysis, and studying the cross-platform propagation of information between Reddit and Twitter.
Columns
- date: The timestamp indicating when the tweet was posted (DateTime format).
- text: The full content of the tweet, which typically includes commentary and links to Reddit threads.
- hashtags: Any hashtags included in the tweet (Note: This column has a high percentage of missing values, approximately 98%).
- source: The specific client or device used to post the tweet (e.g., Twitter for iPhone, Twitter Web App).
Distribution
The dataset is provided in a CSV format with a file size of approximately 1.05 MB. It contains 7,341 valid records (rows) representing individual tweets.
Usage
- Misinformation Analysis: Tracking patterns in how misinformation is identified and flagged across platforms.
- Natural Language Processing (NLP): Training models on short-form social media text and external link structures.
- Social Media Behaviour: Analysing the frequency and timing of posts to understand user engagement cycles.
- Sentiment Analysis: Evaluating the tone of commentary regarding Reddit threads.
Coverage
- Time Range: The data covers the period from 10 May 2022 to 25 Jan 2023.
- Geographic Scope: Global (Internet/Social Media).
- Data Availability: The dataset represents a continuous collection with no missing values in the 'date', 'text', or 'source' columns. However, the 'hashtags' column is largely empty.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For NLP projects and text classification tasks.
- Academic Researchers: Studying social media ecosystems and cross-platform interactions.
- Journalists: Investigating the discourse surrounding Reddit content on other social networks.
- Social Media Analysts: Monitoring engagement metrics and content virality.
Dataset Name Suggestions
- Reddit Lies Tweet Archive
- Cross-Platform Misinformation Tweets
- Reddit vs Twitter Discourse Data
- Social Media Content Tracking Log
Attributes
Original Data Source: Reddit vs Twitter Discourse Data
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