About

Imported from jeremylongshore/tons-of-skills-marketplace (plugins/ai-ml/data-visualization-creator/skills/creating-data-visualizations/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations. Copyright stays with the author (MIT).

Data Visualization Creator

Name: creating-data-visualizations
Author: jeremylongshore

Generate plots, charts, and graphs from data with automatic visualization type selection based on data characteristics.

Overview

This skill empowers Claude to transform raw data into compelling visual representations. It leverages intelligent automation to select optimal visualization types and generate informative plots, charts, and graphs. This skill helps users understand complex data more easily.

How It Works

Data Analysis: Claude analyzes the provided data to understand its structure, type, and distribution.
Visualization Selection: Based on the data analysis, Claude selects the most appropriate visualization type (e.g., bar chart, scatter plot, line graph).
Visualization Generation: Claude generates the visualization using appropriate libraries and best practices for visual clarity and accuracy.

When to Use This Skill

This skill activates when you need to:

Create a visual representation of data.
Generate a specific type of plot, chart, or graph (e.g., "create a bar chart").
Explore data patterns and relationships through visualization.

Examples

Example 1: Visualizing Sales Data

User request: "Create a bar chart showing sales by region."

The skill will:

Analyze the sales data, identifying regions and corresponding sales figures.
Generate a bar chart with regions on the x-axis and sales on the y-axis.

Example 2: Plotting Stock Prices

User request: "Plot the stock price of AAPL over the last year."

The skill will:

Retrieve historical stock price data for AAPL.
Generate a line graph showing the stock price over time.

Best Practices

Data Clarity: Ensure the data is clean and well-formatted before requesting a visualization.
Specific Requests: Be specific about the desired visualization type and any relevant data filters.
Contextual Information: Provide context about the data and the purpose of the visualization.

Integration

This skill can be integrated with other data processing and analysis tools within the Claude Code environment. It can receive data from other skills and provide visualizations for further analysis or reporting.

Prerequisites

Appropriate file access permissions
Required dependencies installed

Instructions

Invoke this skill when the trigger conditions are met
Provide necessary context and parameters
Review the generated output
Apply modifications as needed

Output

The skill produces structured output relevant to the task.

Error Handling

Invalid input: Prompts for correction
Missing dependencies: Lists required components
Permission errors: Suggests remediation steps

Resources

Project documentation
Related skills and commands

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-creating-data-229629/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-creating-data-229629.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-creating-data-229629",
  "kind": "skill",
  "name": "creating-data-visualizations",
  "description": "Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting \"visualization\", \"plot\", \"chart\", or \"graph\". Trigger with phrases like 'generate', 'create', or 'scaffold'.",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "data_analysis",
      "creative"
    ],
    "tags": [
      "skill-md",
      "ai",
      "data-visualizations",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting \"visualization\", \"plot\", \"chart\", or \"graph\". Trigger with phrases like 'generate', 'create', or 'scaffold'."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "plugins/ai-ml/data-visualization-creator/skills/creating-data-visualizations/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/plugins/ai-ml/data-visualization-creator/skills/creating-data-visualizations/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/plugins/ai-ml/data-visualization-creator/skills/creating-data-visualizations/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Grep,",
      "Glob,",
      "Bash(cmd:*)"
    ],
    "license": "MIT"
  },
  "instructions": "# Data Visualization Creator\n\nGenerate plots, charts, and graphs from data with automatic visualization type selection based on data characteristics.\n\n## Overview\n\nThis skill empowers Claude to transform raw data into compelling visual representations. It leverages intelligent automation to select optimal visualization types and generate informative plots, charts, and graphs. This skill helps users understand complex data more easily.\n\n## How It Works\n\n1. **Data Analysis**: Claude analyzes the provided data to understand its structure, type, and distribution.\n2. **Visualization Selection**: Ba",
  "cost": {
    "context_tokens": 693
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-creating-data-229629/manifest?version=1.0.0

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