---
title: "Pandas Profiling Report Generator"
description: "Generates comprehensive data quality reports using ydata-profiling (formerly pandas-profiling) with correlation analysis, missing value patterns, and cardinality detection. Exports interactive HTML dashboards and JSON summaries."
verification: "security_reviewed"
source: "https://github.com/pandas-dev/pandas"
category:
  - "Data Extraction & Transformation"
framework:
  - "Codex"
tool_ecosystem:
  github_repo: "pandas-dev/pandas"
  github_stars: 48498
---

# Pandas Profiling Report Generator

Generates comprehensive data quality reports using ydata-profiling (formerly pandas-profiling) with correlation analysis, missing value patterns, and cardinality detection. Exports interactive HTML dashboards and JSON summaries.

## Installation

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/pandas-profiling-report-generator/)