growth-model-analyzer
CommunityGrowth analytics for funnels, uplift & ROI.
Authorliangdabiao
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a comprehensive growth-hacking toolkit to analyze funnel performance, segment users, run uplift modeling, and optimize ROI across growth campaigns.
Core Features & Use Cases
- Funnel & Campaign Analysis: Assess funnel performance and campaign impact.
- RFM & Segmentation: Customer value segmentation and targeting insights.
- Uplift Modeling: Identify high-impact users using ML for incremental gains.
- ROI & CLV: ROI optimization and customer lifetime value estimation.
Quick Start
Load growth data, measure campaign effects, segment users with RFM, and apply uplift modeling to optimize strategies. Steps:
- Evaluate campaign effectiveness and conversion uplift
- Perform RFM segmentation and visualize clusters
- Build uplift model and review incremental scores
Dependency Matrix
Required Modules
pandasnumpyscikit-learnxgboostplotlymatplotlibseaborn
Components
scripts
💻 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: growth-model-analyzer Download link: https://github.com/liangdabiao/claude-data-analysis-ultra-main/archive/main.zip#growth-model-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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