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ChatGPT Social Media Dataset
Social Media and Networking
Tags and Keywords
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Free
About
This dataset contains a collection of tweets featuring the hashtag #chatgpt. The tweets were collected from Twitter, providing insights into various discussions surrounding the ChatGPT language model. It offers a view into the online community's engagement, level of interest, and the diverse applications of ChatGPT. This data can be used for various Natural Language Processing (NLP) and Machine Learning (ML) tasks, such as sentiment analysis and topic modelling.
Columns
The dataset includes the following key information for each tweet:
- Datetime: The timestamp of the tweet.
- Tweet Id: A unique identifier for each tweet.
- Text: The full content of the tweet.
- Username: The username of the tweet's author.
- Permalink: The direct link to the tweet.
- User: Additional user information, potentially including user ID.
- Outlinks: Any URLs included within the tweet.
- CountLinks: The number of links present in the tweet.
- ReplyCount: The number of replies to the tweet.
- RetweetCount: The number of retweets for the tweet, which also reflects favourite counts.
- DateTime Count: Provides counts of tweets within specific date and time intervals.
- Label Count: Numerical labels indicating counts, for instance, of unique tweet IDs or retweet figures.
Distribution
The dataset is typically provided in a CSV format. It includes a substantial number of tweets, with over 50,000 unique tweet IDs identified. The collection covers a period from 22nd January 2023 to 24th January 2023, with daily tweet counts ranging from approximately 1,753 to 4,487 within various intervals. Retweet counts for individual tweets in the dataset can range from 0 to over 6,800.
Usage
This dataset is well-suited for a range of analytical purposes, including:
- Performing sentiment analysis to gauge public opinion on ChatGPT.
- Conducting topic modelling to identify key themes and discussions.
- Developing and testing various Natural Language Processing applications.
- Exploring Machine Learning models for social media data.
- Gaining insights into the ChatGPT community, its level of interest, and how the language model is being used.
Coverage
The dataset's geographic scope is global. It covers tweets posted between 22nd January 2023 and 24th January 2023. While specific demographic details are not listed as columns, user information including location is available for analysis.
License
CC0
Who Can Use It
This dataset is ideal for:
- Data Scientists working on social media analytics or AI trends.
- Researchers studying language models, online discourse, or NLP applications.
- Developers building applications that leverage social media data.
- Analysts interested in understanding public perception and engagement with artificial intelligence.
Dataset Name Suggestions
- ChatGPT Twitter Dataset
- #ChatGPT Social Media Data
- Twitter #ChatGPT Public Conversation
Attributes
Original Data Source: ChatGPT Twitter Dataset
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