By 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"]}