Agent skill · data analytics · aiskillstore
data-analysis
A skill for analyzing data using Python (pandas) and generating professional visualizations (matplotlib/seaborn).
Why this skill is useful
Adds utility functions for generating Python scripts that automate data analysis and visualization tasks.
What it needs
Requires matplotlib, numpy, pandas, seaborn installed locally. About 1k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Data Analysis & Visualization Skill This skill empowers the agent to perform data analysis and generate visualizations using Python libraries. It is designed to be used in conjunction with a sandbox environment. Capabilities 1. Data Processing Pandas: Clean, filter, and aggregate data. NumPy: Numerical computations. 2. Visualization Matplotlib/Seaborn: Generate high-quality charts (bar, line, scatter, pie, heatmap). Theme Matching: Apply color palettes consistent with the document theme. Usage The skill provides utility functions to generate Python code that can be executed in the sandbox. Scripts codegenerator.py: Generates Python scripts for analysis and plotting. visualizer.py: Helper library (injected into sandbox) to ensure consistent styling. Dependencies (Sandbox Environment) pandas numpy matplotlib seaborn
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/data-analysis--5d4e92