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GPT4 User Discussion Data
Social Media and Networking
Tags and Keywords
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Free
About
This dataset is a collection of tweets specifically identified by the hashtag #GPT4. It captures online discussions concerning the GPT4 language model, including users sharing their experiences with GPT4 or seeking assistance with related issues. The tweets may also incorporate links to articles or websites about GPT4, as well as images, videos, or other media, offering a valuable insight into the prevailing online conversation surrounding GPT4.
Columns
- date: The date when the tweet was posted.
- text: The full content of the tweet.
- user_name: The username of the individual who authored the tweet.
- user_location: The location stated by the user in their profile.
- user_description: The biographical description provided by the user on their profile.
- user_created: The date on which the user's Twitter account was originally created.
- user_followers: The total count of followers the user has.
- user_friends: The total count of accounts the user is following (friends).
- user_favourites: The total count of tweets the user has marked as favourites.
- user_verified: A boolean value indicating whether the user's account is verified (True) or not (False).
Distribution
This dataset comprises aggregated tweets in a Pandas dataframe format. It contains approximately 28,705 individual tweet records. The volume of tweets varies significantly by day; for instance, there were 6,650 tweets collected between 14th and 15th March 2023, whereas only 10 tweets were recorded between 11th and 12th April 2023. User engagement metrics within the dataset show a wide range: user followers can reach up to 14.7 million, user friends up to 654 thousand, and user favourites up to 587 thousand. Regarding user verification status, about 2% (602 users) are verified, while the vast majority, 98% (28,108 users), are unverified.
Usage
This dataset is ideal for various applications and use cases, including:
- Analysing public sentiment: Understanding general attitudes and opinions towards the GPT4 language model.
- Tracking trends: Identifying emerging topics, questions, and discussions related to GPT4 over time.
- Market research: Gauging user experiences, pain points, and desires regarding AI language models.
- Natural Language Processing (NLP) research: Providing a real-world corpus for tasks such as topic modelling, named entity recognition, and sentiment analysis on social media text.
- Academic studies: Exploring the societal impact and discourse surrounding advanced AI technologies.
Coverage
- Geographic Scope: The dataset offers global coverage, though specific user location data is available for a portion of the users. Approximately 1% of users are identified as being from the UK, 47% from other specified locations, while a significant 52% have no location data recorded.
- Time Range: The tweets themselves were collected over a focused period, from 14th March 2023 to 12th April 2023. However, the user accounts associated with these tweets were created over a much longer span, with creation dates ranging from 16th July 2006 to 12th April 2023.
- Demographic Scope: Demographic information is primarily inferred from user-provided data such as profile descriptions, the number of followers, friends, and favourites, and their account verification status.
License
CC0
Who Can Use It
- AI Developers and Researchers: For understanding user interaction and feedback on large language models.
- Social Media Strategists: To monitor and analyse conversations surrounding specific technologies or brands.
- Journalists and Media Analysts: For reporting on public opinion and digital trends related to AI.
- Data Scientists and Machine Learning Engineers: To train and validate models for social media analysis, text classification, or trend prediction.
- Academics: Conducting research on digital humanities, computational social science, or linguistics.
Dataset Name Suggestions
- GPT4 Tweet Conversations
- Global GPT4 Social Discourse
- AI Language Model Public Tweets
- GPT4 User Discussion Data
- Tweets on GPT4
Attributes
Original Data Source: GPT4 - the tweets
QUALITY