user-profiling
CommunityBuild detailed user profiles.
Data & Analytics#personalization#user profiling#user segmentation#behavior analysis#interest tagging#RFM analysis
Authoran8079
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of understanding user behavior and preferences by creating comprehensive user profiles, enabling personalized experiences and targeted strategies.
Core Features & Use Cases
- Behavioral Analysis: Extracts features from user event streams (clicks, views, purchases).
- Interest Tagging: Identifies user interests based on browsing history using TF-IDF and clustering.
- RFM Analysis: Segments users based on Recency, Frequency, and Monetary value for targeted marketing.
- Real-time Updates: Allows for dynamic updating of user profiles based on new events.
- Use Case: An e-commerce platform can use this skill to segment high-value customers, identify users at risk of churn, and personalize product recommendations.
Quick Start
Use the user-profiling skill to analyze the provided user browsing history and generate interest tags.
Dependency Matrix
Required Modules
pandasnumpyscikit-learndatetime
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: user-profiling Download link: https://github.com/an8079/take-skills/archive/main.zip#user-profiling Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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