inequality-analysis
CommunityQuantify inequality and poverty fast.
Data & Analytics#quantile-regression#gini#lorenz-curve#theil-index#poverty-fgt#income-mobility#income-distribution
Authorxjtulyc
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you measure and explain income or wealth inequality and poverty by turning microdata into interpretable statistics and decomposition results.
Core Features & Use Cases
- Inequality measurement: Calculate Gini coefficients and produce Lorenz curves from weighted or unweighted income/wealth data.
- Decomposable inequality: Compute Theil index measures and break total inequality into within-group and between-group components.
- Poverty & distribution analysis: Compute Foster-Greer-Thorbecke (FGT) poverty indices, analyze inequality trends, and run quantile regression for distributional effects.
- Mobility analysis: Estimate income mobility with rank-rank regression and build income transition matrices.
Quick Start
Use the inequality-analysis Skill to compute the Gini coefficient, Lorenz curve, Theil within/between decomposition, and FGT poverty indices for your dataset of weighted household incomes.
Dependency Matrix
Required Modules
numpypandasscipymatplotlibstatsmodels
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: inequality-analysis Download link: https://github.com/xjtulyc/awesome-rosetta-skills/archive/main.zip#inequality-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.