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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
aj-geddes avatar

Data Visualization

aj-geddes/useful-ai-prompts
317 stars
Summary

Turns your data analysis sessions into visual storytelling without the usual back-and-forth about chart types and formatting. Covers the standard visualization toolkit from scatter plots to heatmaps, with guidance on picking the right view for your data. Most useful when you're exploring patterns in exploratory analysis or need to quickly generate publication-ready charts for stakeholders. The skill comes from aj-geddes' useful-ai-prompts collection, which has solid community traction at 245 GitHub stars. It's passed audits from Gen Agent Trust Hub, Socket, and Snyk. Think of it as having a data vis consultant on hand who knows when a box plot beats a bar chart and can help you spot outliers visually instead of staring at spreadsheet rows.

Install to Claude Code

npx -y skills add aj-geddes/useful-ai-prompts --skill "Data Visualization" --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
AI & Agent BuildingData Science & ML
First SeenJun 3, 2026
View on GitHub

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aj-geddes avatar
Dimensionality Reduction

aj-geddes/useful-ai-prompts

Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visualization, and computational efficiency
317
aj-geddes avatar
Exploratory Data Analysis

aj-geddes/useful-ai-prompts

Discover patterns, distributions, and relationships in data through visualization, summary statistics, and hypothesis generation for exploratory data analysis, data profiling, and initial insights
317
aj-geddes avatar
Feature Engineering

aj-geddes/useful-ai-prompts

Create and transform features using encoding, scaling, polynomial features, and domain-specific transformations for improved model performance and interpretability
317
aj-geddes avatar
Funnel Analysis

aj-geddes/useful-ai-prompts

Analyze user conversion funnels, identify drop-off points, and optimize conversion rates for conversion optimization and user flow analysis
317
aj-geddes avatar
ML Model Explanation

aj-geddes/useful-ai-prompts

Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability
317
aj-geddes avatar
ML Model Training

aj-geddes/useful-ai-prompts

Build and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression, and clustering tasks
317