/*
LEEWAY HEADER — DO NOT REMOVE

REGION: AI.SKILL.DATA_ANALYSIS
TAG: AI.SKILL.DATA_ANALYSIS.PANDAS_ANALYSIS

COLOR_ONION_HEX:
NEON=#39FF14
FLUO=#0DFF94
PASTEL=#E8F5E9

ICON_ASCII:
family=lucide
glyph=zap

5WH:
WHAT = pandas analysis skill for Leeway-compliant AI systems
WHY = Provides capabilities for data-analysis within the AIskills ecosystem
WHO = Leeway Industries (By Leonard Jerome Lee)
WHERE = skills/data-analysis/pandas-analysis/SKILL.md
WHEN = 2026
HOW = Leeway-governed skill.md definition with structured capabilities and tags

AGENTS:
ASSESS
AUDIT

ASSIGNED_SACRED_AGENTS:
L3_Cognition: LilyCortex.ts, L7_Memory: Sage.ts

LICENSE:
MIT
*/

> **SOVEREIGN ALIGNMENT:** This skill is strictly executed by L3_Cognition: LilyCortex.ts, L7_Memory: Sage.ts. No unassigned Clones may natively execute this without Hive Mind routing.


# Pandas Data Analysis

**Expert in**: Analyzing, transforming, and visualizing data using Pandas and Python data science tools.

## Capabilities

- Data loading and cleaning
- DataFrame transformations and aggregations
- Time series analysis
- Statistical analysis and hypothesis testing
- Data visualization with matplotlib/seaborn
- Handling missing data and outliers
- Groupby operations and pivoting

## Use this skill when:

- You need to analyze data with Pandas
- Cleaning and preparing datasets
- Generating statistical reports
- Creating data visualizations
- Time series analysis
- Correlation and regression analysis

## Key techniques

- DataFrame operations (merge, groupby, pivot)
- Statistical functions and distributions
- FFT and signal processing
- Resampling and rolling windows
- Data normalization and scaling
- Matplotlib and Seaborn plotting

## Tags

`python` `data-analysis` `pandas` `statistics` `visualization`