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Social Media Trend Analysis Dataset
Social Media and Posts
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Free
About
Information on videos from the social media platform TikTok is contained here, designed for studying user preferences and exploring what makes a video popular. The data covers video attributes like creation time and length, along with user engagement metrics such as likes, shares, comments, and plays. It serves as a resource for analysing what factors contribute to a video's success and understanding user behaviour on this fast-growing social media platform.
Columns
This dataset is distributed across four CSV files, with the following columns:
File: omnibuslaw_videos.csv
user_id: The identifier for the user.video_id: The identifier for the video.video_desc: The description text accompanying the video.createTime: The date and time the video was posted.video_length: The duration of the video.video_link: A link to the video.n_likes: The number of likes the video has received.n_shares: The number of times the video has been shared.n_comments: The number of comments the video has received.n_plays: The number of times the video has been played.
File: tiktok_liked_videos.csv
n_likes: The number of likes the video has received.n_shares: The number of times the video has been shared.n_comments: The number of comments the video has received.n_plays: The number of times the video has been played.user_name: The username of the person who posted the video.
File: trending.csv
user_name: The username of the person who posted the video.n_likes: The number of likes the video has received.n_shares: The number of times the video has been shared.n_comments: The number of comments the video has received.n_plays: The number of times the video has been played.
File: washingtonpost_videos.csv
user_name: The username of the person who posted the video.n_likes: The number of likes the video has received.n_shares: The number of times the video has been shared.n_comments: The number of comments the video has received.n_plays: The number of times the video has been played.
Distribution
The data is available in four separate CSV files:
omnibuslaw_videos.csv, tiktok_liked_videos.csv, trending.csv, and washingtonpost_videos.csv. One of the files, omnibuslaw_videos.csv, is 6.51 kB in size and contains 10 records. Specific row counts for the other files are not available.Usage
Ideal applications for this data include:
- Identifying and analysing trends on social media.
- Studying and understanding user preferences and engagement patterns.
- Developing models to predict future trends in social media content.
Coverage
The data pertains to the social media platform TikTok. The sample
omnibuslaw_videos.csv file contains videos with creation dates ranging from 6th October 2020 to 10th October 2020. Further geographic or demographic scope details are not provided. The dataset is not expected to be updated.License
CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
Who Can Use It
- Social Media Analysts can use this data to identify key metrics that drive video popularity and engagement.
- Data Scientists can build predictive models to forecast viral trends and content performance.
- Academic Researchers can analyse user behaviour and preferences within online communities and social networks.
- Marketing Professionals can gain insights into what makes content shareable and engaging to inform their social media strategies.
Dataset Name Suggestions
- TikTok Video Engagement Metrics
- Social Media Trend Analysis Dataset
- TikTok User Preference and Video Performance Data
- Viral Video Analytics: TikTok Edition
Attributes
Original Data Source: Social Media Trend Analysis Dataset
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