license: mit
tags:
- infinite-dataset-hub
- synthetic
UserEngagementMetrics
tags: engagement metrics, retention, social media analytics
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'UserEngagementMetrics' dataset focuses on analyzing user interactions with a variety of social media platforms. It collects metrics related to user activity and their propensity to engage with content. The dataset is structured to facilitate analysis on retention and engagement levels across different user segments and content types. Each row represents an individual user session or engagement instance, tagged with labels to indicate the nature of the engagement.
CSV Content Preview:
session_id, user_id, platform, content_type, engagement_duration, clicks, likes, shares, comments, post_type, label
1, 1001, Facebook, Image, 120, 5, 2, 1, 3, Promotional, High Engagement
2, 1002, Twitter, Video, 300, 20, 5, 3, 10, Entertainment, Moderate Engagement
3, 1003, Instagram, Post, 45, 15, 10, 2, 5, Lifestyle, High Engagement
4, 1004, LinkedIn, Article, 60, 2, 1, 0, 0, Professional, Low Engagement
5, 1005, YouTube, Video, 250, 25, 15, 5, 20, Entertainment, High Engagement
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=UserEngagementMetrics&tags=engagement+metrics,+retention,+social+media+analytics
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub