# Scatter Graphs

> Visualize relationships between two variables. Use for correlation analysis and pattern identification.

- **Type:** Skill
- **Install:** `agentstack add skill-linuszz-business-strategy-planning-skills-scatter-graphs`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [linuszz](https://agentstack.voostack.com/s/linuszz)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [linuszz](https://github.com/linuszz)
- **Source:** https://github.com/linuszz/business-strategy-planning-skills/tree/master/bp-financial-analysis/skills/scatter-graphs

## Install

```sh
agentstack add skill-linuszz-business-strategy-planning-skills-scatter-graphs
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Scatter Graphs

## Metadata
- **Name**: scatter-graphs
- **Description**: Correlation and relationship analysis
- **Triggers**: scatter plot, correlation, relationship, XY chart

## Instructions

Analyze relationships between variables for $ARGUMENTS using scatter graphs.

## Framework

### Scatter Plot Types

| Pattern | Meaning | Action |
|---------|---------|--------|
| ↑ Positive | Direct correlation | Leverage relationship |
| ↓ Negative | Inverse correlation | Manage trade-off |
| ○ None | No correlation | Look for other factors |
| ◐ Clustered | Segments exist | Analyze separately |

### Correlation Strength

```
Strong Positive (r > 0.7):
    │     •
    │   • •
    │ • •
    │• •
    └──────

No Correlation (r ≈ 0):
    │  •   •
    │ •    •
    │   •  •
    │ •   •
    └──────
```

## Output

```
## Scatter Analysis: [Variables]

### Data Summary

| X Variable | Y Variable | n | Correlation (r) |
|------------|------------|---|-----------------|
| Price | Volume | 50 | -0.65 |
| Ad Spend | Revenue | 50 | +0.72 |
| Size | Profit | 50 | +0.45 |

### Key Findings

**Relationship 1: Price vs Volume**
- Correlation: -0.65 (moderate negative)
- Interpretation: Higher price reduces volume
- Action: [Recommendation]

**Relationship 2: Ad Spend vs Revenue**
- Correlation: +0.72 (strong positive)
- Interpretation: Advertising drives revenue
- Action: [Recommendation]

### Outliers

| Observation | X | Y | Reason |
|-------------|---|---|--------|
| Store #12 | Very high | Low | New location |
| Store #23 | Low | High | Prime location |

### Implications

1. [Implication 1]
2. [Implication 2]
```

## Tips
- Check for causation vs correlation
- Identify and investigate outliers
- Consider non-linear relationships
- Segment data if patterns differ

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [linuszz](https://github.com/linuszz)
- **Source:** [linuszz/business-strategy-planning-skills](https://github.com/linuszz/business-strategy-planning-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-linuszz-business-strategy-planning-skills-scatter-graphs
- Seller: https://agentstack.voostack.com/s/linuszz
- Browse the marketplace: https://agentstack.voostack.com/browse

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