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cohort-analysis

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Analyze user retention and engagement.

Data & Analytics#data visualization#cohort analysis#user retention#feature adoption#churn analysis#engagement metrics
AuthorKoryakinYurij
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps analyze user engagement and retention patterns by cohort, enabling identification of trends in user behavior, feature adoption, and long-term engagement.

Core Features & Use Cases

  • Data Validation: Accepts CSV, Excel, or JSON data and verifies structure and quality.
  • Quantitative Analysis: Calculates retention rates, engagement trends, and feature adoption.
  • Visualizations: Generates heatmaps, line charts, and comparison charts.
  • Insight Identification: Spots significant patterns like early churn or feature adoption clusters.
  • Research Suggestions: Recommends qualitative and quantitative follow-up studies.
  • Use Case: Analyze monthly user cohorts to understand why specific cohorts show lower long-term retention compared to others, and suggest targeted user interviews to uncover the reasons.

Quick Start

Upload cohort_engagement.csv and request an analysis of retention patterns for Q4 2025 cohorts.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: cohort-analysis
Download link: https://github.com/KoryakinYurij/Self-Sustain-System/archive/main.zip#cohort-analysis

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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