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Video Title and View Correlation Data
Social Media and Posts
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About
Exploring a selection of videos from a popular news YouTube channel by examining their titles, viewer engagement, and posting times. This dataset was created using the "SiteScraper" Python module, which is built on top of selenium. It offers opportunities for researchers to explore the correlation between video titles and overall views. It is particularly useful for those seeking to understand the type of video content favoured by Republicans.
Columns
- title: Contains the titles of videos posted across a four-month period. There are 427 unique values in this field.
- views_on_vd: Records the number of views accumulated by the corresponding videos. Views range from 4.6k up to 1.6 million, with a mean of 197k.
- time_in_minutes: Indicates when the videos were posted, measured in minutes elapsed. The maximum recorded time elapsed is 18.7k minutes.
Distribution
The dataset is provided as a
Cleaned_fox.csv file, which is approximately 32.44 kB in size. It contains 3 columns and features 427 records or rows. This data product is designed to be updated weekly.Usage
Ideal applications for this dataset include:
- Performing text summarisation on the video titles.
- Conducting statistical exploration of the correlation between title content and viewer engagement (views).
- Analysing trends to determine the kind of content that appeals most strongly to specific political demographics.
Coverage
The dataset covers video titles and associated metadata posted over a period spanning four months. Temporal coverage is measured in minutes from the scraping point. Specific geographic or demographic scope is related to the presumed viewership of the Fox News YouTube channel and the content consumed by republicans.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For training models related to content virality and summarisation.
- Political Analysts: To study media consumption patterns and content preferences of particular political groups.
- Researchers: To explore how phrasing in video titles influences audience views.
Dataset Name Suggestions
- Fox News YouTube Engagement Tracker
- Republican Content Viewer Study
- YouTube News Metrics (Four Months)
- Video Title and View Correlation Data
Attributes
Original Data Source: Video Title and View Correlation Data
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