marketing-mix-modeling-mmm-pipeline
OfficialImplement a full Marketing Mix Modeling pipeline for channel analysis and budget optimization.
Marketing & Sales#python#budget optimization#channel analysis#ROI calculation#marketing mix modeling
AuthorAradotso
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the creation of a Marketing Mix Modeling (MMM) pipeline, enabling efficient analysis of marketing channel effectiveness, budget allocation optimization, and ROI calculation.
Core Features & Use Cases
- Channel Effectiveness Analysis: Decompose historical sales into contributions from each marketing channel.
- Budget Optimization: Optimize marketing budget allocation using regression analysis and optimization techniques.
- ROI Calculation: Calculate marketing ROI by channel to improve decision-making.
- Use Case: A marketing manager can use this Skill to analyze the effectiveness of various marketing channels, optimize the budget for the upcoming quarter, and calculate the expected ROI for different spending scenarios.
Quick Start
Build a marketing mix model using the marketing-mix-modeling-mmm-pipeline skill.
Dependency Matrix
Required Modules
pandasnumpystatsmodelsscipyjupyter
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: marketing-mix-modeling-mmm-pipeline Download link: https://github.com/Aradotso/marketing-skills/archive/main.zip#marketing-mix-modeling-mmm-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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