Data Science Domains

LocalData MCP includes 8 analytical domains, each providing specialized tools for LLM-driven data analysis. Domains are composable: results from one feed naturally into another.

Available domains

Domain	Key capabilities
Statistical Analysis	Hypothesis tests, ANOVA, effect sizes, non-parametric methods
Time Series	Decomposition, ARIMA, SARIMA, ETS, forecasting, change points
Regression	Linear, polynomial, logistic, ridge, lasso, feature selection
Pattern Recognition	Clustering, anomaly detection, dimensionality reduction
Business Intelligence	A/B testing, cohort analysis, CLV, attribution, RFM
Geospatial	Distance, coordinates, spatial joins, interpolation, networks
Optimization	Linear programming, constrained optimization, assignment
Sampling & Estimation	Bootstrap, Bayesian, Monte Carlo, stratified sampling