Data Analyst

Handles the full CSV analysis pipeline from messy data to interactive dashboards. It detects missing values, applies intelligent imputation strategies (mean, median, KNN, forward fill, etc.) based on data type and distribution, then spins up a Plotly Dash dashboard with time series plots, correlations, and distributions. You can run the whole workflow or just the parts you need. The imputation logic is opinionated but sensible, automatically dropping columns over 70% missing and choosing methods that match your data characteristics. Most useful when you need to clean and explore a dataset quickly without writing boilerplate pandas code for the hundredth time.

Install to Claude Code

npx -y skills add ailabs-393/ai-labs-claude-skills --skill data-analyst --agent claude-code