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Sentiment and Topics in Ukraine War Tweets
Social Media and Posts
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About
Contains daily collected tweets about the war in Ukraine that use the #SlavaUkraini hashtag. This patriotic Ukrainian salutation, meaning "Glory to Ukraine!", is frequently used in official addresses, including those by President Volodimir Zelensky. The dataset captures the social media discourse surrounding the conflict inflicted by the Russian Federation, offering insights into public sentiment and discussion topics as events unfold.
Columns
- id: A unique identifier for each tweet.
- user_name: The name of the user who posted the tweet.
- user_location: The location provided by the user in their profile.
- user_description: The user's profile biography.
- user_followers: The number of followers the user has.
- user_friends: The number of accounts the user follows.
- user_favourites: The total number of tweets the user has favourited.
- user_verified: A boolean value indicating if the user's account is verified.
- date: The date and time when the tweet was posted.
- text: The full content of the tweet.
- hashtags: A list of hashtags included in the tweet.
- source: The application or platform used to post the tweet (e.g., Twitter for iPhone).
- retweets: The number of times the tweet has been retweeted.
- favorites: The number of times the tweet has been favourited.
- is_retweet: A boolean value indicating if the post is a retweet.
Distribution
The data is provided in a single CSV file named
slava_ukraini.csv, with a file size of approximately 12.05 MB. The dataset includes 30,500 records and 15 columns. It is updated daily, with new tweets being added to the existing collection in each update.Usage
This dataset is ideal for understanding the topics and dynamic discussions surrounding the war in Ukraine. It can be used for text mining, topic analysis, and evaluating public sentiment through sentiment analysis. Researchers can also compare the insights from this social media data with information from mainstream media and other networks to understand how events are reflected in public discourse.
Coverage
The dataset has a global geographic scope, reflecting Twitter users from around the world discussing the war in Ukraine. The current time range for the collected tweets is from late February to late March 2022. The data is collected and updated daily.
License
CC0: Public Domain
Who Can Use It
- Researchers and Academics: Can analyse social media discourse, public sentiment, and the spread of information related to the conflict.
- Journalists and Media Analysts: Can track evolving narratives and public opinion on the war by comparing tweet data with other media sources.
- Data Scientists: Can apply text mining and natural language processing techniques to evaluate sentiment and identify key discussion topics.
- Humanitarian Organisations: Can gain insights into public conversations and concerns related to the war in Ukraine.
Dataset Name Suggestions
- Slava Ukraini: Twitter Discourse on the Ukraine War
- Ukraine War #SlavaUkraini Tweet Collection
- Daily #SlavaUkraini Hashtag Dataset
- Sentiment and Topics in Ukraine War Tweets
Attributes
Original Data Source: Sentiment and Topics in Ukraine War Tweets
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