data-analysis

name	data-analysis
description	Analyze CSV/JSON data with statistics, filtering, and aggregation. Powered by pandas and numpy.
compatibility	Requires Python 3.x with pandas, numpy
license	MIT
metadata	{"author":"skilllite-init","version":"1.0"}

Data Analysis Skill

Perform statistical analysis on tabular data using pandas and numpy.

Supported Operations

• describe: Summary statistics (mean, std, min, max, etc.)
• filter: Filter rows by column conditions
• aggregate: Group-by aggregation (sum, mean, count, etc.)
• correlate: Correlation matrix between numeric columns

Usage

{"operation": "describe", "data": [[1,2],[3,4]], "columns": ["a","b"]}