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Global Social Dilemma Tweet Reactions
Social Media and Posts
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Free
About
Data on Twitter responses to the documentary "The Social Dilemma" is provided. This dataset captures public sentiment and discourse following the release of the eye-opening documentary, which explores the profound human impact of social networking. It serves to facilitate analysis of reactions to the film, tracking trends, and understanding geographical distribution of sentiment.
Columns
User-defined attributes, tweet content, and sentiment classification are included.
user_name: The name defined by the user.user_location: The user's defined location.user_description: The user-defined UTF-8 string describing their account.user_created: Time and date of account creation.user_followers: Current number of followers for an account.user_friends: Current number of friends for an account.user_favourites: Current number of favourites for an account.user_verified: Indicates if the user has a verified account (true/false).date: UTC time and date when the Tweet was created.text: The actual UTF-8 text of the Tweet.hashtags: Other hashtags included in the tweet alongside #TheSocialDilemma.source: The utility used to post the Tweet (e.g., 'Twitter for iPhone').is_retweet: Indicates whether the Tweet has been Retweeted.Sentiment(Target variable): Categorises the tweet's sentiment as Positive, Neutral, or Negative.
Distribution
The data is typically available in CSV format. This dataset contains approximately 10,526 tweets, with the provided sample showcasing over 20,000 records. It features 14 distinct columns and the sample file size is 7.09 MB.
Usage
This data is ideal for diving into subjects associated with the #TheSocialDilemma hashtag, investigating geographical sentiment distribution, evaluating public opinion, and identifying emerging trends related to the documentary's themes.
Coverage
Geographically, the data includes tweets from users across the globe. The time range covers tweets posted after the documentary's release on Netflix on 9th September 2020. The documentary itself was initially released in January 2020. The data reflects general Twitter user activity without specific demographic notes beyond global reach.
License
CC0: Public Domain
Who Can Use It
This data is suitable for researchers examining social media sentiment, data scientists conducting public opinion analysis, academics studying the societal impact of documentaries, developers creating sentiment analysis models, and marketers tracking public reaction to major media events.
Dataset Name Suggestions
- The Social Dilemma Twitter Sentiment
- Global Social Dilemma Tweet Reactions
- Twitter Discourse on The Social Dilemma
- Social Dilemma Documentary Public Sentiment
- Post-Release Twitter Analysis: The Social Dilemma
Attributes
Original Data Source: Global Social Dilemma Tweet Reactions
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