attribution-analysis-modeling
✓Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models. Use when you need to analyze marketing channel effectiveness, calculate conversion attribution, optimize marketing budgets, or understand customer journey paths. Supports channel transition analysis, ROI calculation, and marketing optimization insights with Chinese language support.
SKILL.md
A comprehensive attribution analysis skill that evaluates marketing channel effectiveness using advanced statistical models, helping optimize marketing spend and understand customer journey patterns.
Data Loading and Preparation When users provide marketing touchpoint data:
Markov Chain Attribution Uses probability transition matrices to model customer journey behavior:
Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models. Use when you need to analyze marketing channel effectiveness, calculate conversion attribution, optimize marketing budgets, or understand customer journey paths. Supports channel transition analysis, ROI calculation, and marketing optimization insights with Chinese language support. Source: liangdabiao/claude-data-analysis-ultra-main.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/liangdabiao/claude-data-analysis-ultra-main --skill attribution-analysis-modeling- Category
- {}Data Analysis
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is attribution-analysis-modeling?
Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models. Use when you need to analyze marketing channel effectiveness, calculate conversion attribution, optimize marketing budgets, or understand customer journey paths. Supports channel transition analysis, ROI calculation, and marketing optimization insights with Chinese language support. Source: liangdabiao/claude-data-analysis-ultra-main.
How do I install attribution-analysis-modeling?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/liangdabiao/claude-data-analysis-ultra-main --skill attribution-analysis-modeling Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/liangdabiao/claude-data-analysis-ultra-main
Details
- Category
- {}Data Analysis
- Source
- skills.sh
- First Seen
- 2026-02-01