Trending Videos: Measurement and Analysis
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Summary
This study is based on collecting and monitoring high-resolution time-series of the viewership and related statistics of more than 8,000 YouTube videos over an aggregate period of nine months, and reveals a highly asymmetric directional-relationship among different categories of trending videos.
- Type
- preprint
- Published
- 2014-09-26
- Cited by
- 7
- References
- 28
- Access
- Open access
- OpenAlex
- https://openalex.org/W32249763
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:3779137
Keywords
Upload, Audience measurement, Computer science, Series (stratigraphy), Advertising
References
- Improved video categorization from text metadata and user comments
- Nonlinear multivariate analysis of neurophysiological signals.
- What's trending?: mining topical trends in UGC systems with YouTube as a case study
- How Does Brand-related User-generated Content Differ across YouTube, Facebook, and Twitter?
- Non-parametric significance estimation of joint-spike events by shuffling and resampling
- Nonlinear connectivity by Granger causality
- Commenting on YouTube videos: From guatemalan rock to El Big Bang
- A Bivariate Causality between Stock Prices and Exchange Rates: Evidence from Recent Asia Flu
- YouTube around the world: geographic popularity of videos
- Broadcast yourself: understanding YouTube uploaders
- Counting YouTube videos via random prefix sampling
- Trends in Social Media: Persistence and Decay
- I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
- Social Networks and the Diffusion of User-Generated Content: Evidence from YouTube
- A MATLAB toolbox for Granger causal connectivity analysis.
- The Role of Targeted Communication and Contagion in Product Adoption
- Statistics and Social Network of YouTube Videos
- International Trade, Political Conflict/Cooperation, and Granger Causality
- Patterns of Influence in a Recommendation Network
- Granger Causality: Basic Theory and Application to Neuroscience
Cited by
- Statistical Measures for Trending Video Analysis using knowledge pre-processing and preliminary knowledge Analysis
- YouTube Trending Video Analysis in Sri Lanka
- YouTube Trend Analysis
- Customized Criteria Based Trending Analysis for YouTube Platform
- Evaluating the Efficiency of GAN-Generated Data in Deep Learning Models for Lung Disease Parameter Detection using CT and PET Images
- Trending YouTube Video Analysis
- FACTORS AFFECTING TREND INTENTION IN YOUTUBE VIDEOS
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