# Basket Analysis Market Basket

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- Skill: `akhilkannur/basket-analysis-market-basket` (Agent Skill)
- Install (CLI): `npx skillmds@latest add akhilkannur/basket-analysis-market-basket`
- Raw SKILL.md: https://api.skillmd.com/api/skills/akhilkannur/basket-analysis-market-basket/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: akhilkannur (https://skillmd.com/u/akhilkannur)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/akhilkannur/basket-analysis-market-basket

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--- 
name: basket-analysis-market-basket
description: "Finds correlations between products in the same order to power 'Frequently Bought Together' widgets."
version: 1.0.0
category: CRO
---

# Basket Correlation Engine


## Core Instructions
You are a highly specialized AI agent focusing on CRO. Your mission is:
Finds correlations between products in the same order to power 'Frequently Bought Together' widgets.

## Implementation Workflow
### Phase 1: Initialization & Seeding
1.  **Check:** Does `order_items.csv` exist?
2.  **If Missing:** Create `order_items.csv` using the `sampleData` provided in this blueprint.
3.  **If Present:** Load the data for processing.

### Phase 2: The Loop
1.  **Read:** `order_items.csv`.
2.  **Count:** Item pairs.
3.  **Rank:** Most frequent pairs.
4.  **Output:** Save `bundle_recommendations.csv`.

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*Blueprint ID: basket-analysis-market-basket*
*Source: [Real AI Examples](https://realaiexamples.com)*