/* 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