{"id":"7457044a-5611-489c-ad25-aa8997301c8d","shortId":"Md2fwf","kind":"skill","title":"Pandas Profiling Report Generator","tagline":"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.","description":"# Pandas Profiling Report Generator\n\nGenerates 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.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- conda install -c conda-forge pandas\n- pip install pandas\n- pip install cython\n- pip install .\n\nRequirements and caveats from upstream:\n- # pandas: A Powerful Python Data Analysis Toolkit\n- **pandas** is a Python package that provides fast, flexible, and expressive data\n- doing practical, **real-world** data analysis in Python. Additionally, it has\n\nBasic usage or getting-started notes:\n- To install pandas from source you need [Cython](https://cython.org/) in addition to the normal\n- dependencies above. Cython can be installed from PyPI:\n- sh\n\n- Source: https://github.com/pandas-dev/pandas\n- Extracted from upstream docs: https://raw.githubusercontent.com/pandas-dev/pandas/HEAD/README.md\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/pandas-profiling-report-generator/)","tags":["pandas","profiling","report","generator","skills","agentskillexchange","agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex"],"capabilities":["skill","source-agentskillexchange","skill-pandas-profiling-report-generator","topic-agent-skills","topic-ai-agents","topic-ai-tools","topic-awesome-list","topic-claude-code","topic-codex","topic-cursor","topic-llm","topic-mcp","topic-npx-skills","topic-openclaw","topic-skills-catalog"],"categories":["skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/agentskillexchange/skills/pandas-profiling-report-generator","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add agentskillexchange/skills","source_repo":"https://github.com/agentskillexchange/skills","install_from":"skills.sh"}},"qualityScore":"0.454","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (1,161 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:11:40.550Z","embedding":null,"createdAt":"2026-05-18T13:18:16.351Z","updatedAt":"2026-05-18T19:11:40.550Z","lastSeenAt":"2026-05-18T19:11:40.550Z","tsv":"'/)':147 '/pandas-dev/pandas':165 '/pandas-dev/pandas/head/readme.md':172 '/skills/pandas-profiling-report-generator/)':179 'addit':127,149 'agent':174 'agentskillexchange.com':178 'agentskillexchange.com/skills/pandas-profiling-report-generator/)':177 'analysi':20,53,104,124 'basic':130 'c':81 'cardin':25,58 'caveat':96 'comprehens':6,39 'conda':79,83 'conda-forg':82 'correl':19,52 'cython':91,144,155 'cython.org':146 'cython.org/)':145 'dashboard':30,63 'data':7,40,103,117,123 'depend':153 'detect':26,59 'doc':169 'environ':78 'exchang':176 'export':27,60 'express':116 'extract':166 'fast':113 'flexibl':114 'forg':84 'former':14,47 'generat':4,5,37,38 'get':134 'getting-start':133 'github.com':164 'github.com/pandas-dev/pandas':163 'html':29,62 'instal':67,71,80,87,90,93,138,158 'interact':28,61 'json':32,65 'match':76 'miss':21,54 'need':143 'normal':152 'note':136 'packag':110 'panda':1,16,34,49,85,88,99,106,139 'pandas-profil':15,48 'path':74 'pattern':23,56 'pip':86,89,92 'power':101 'practic':119 'profil':2,13,17,35,46,50 'provid':112 'pypi':160 'python':102,109,126 'qualiti':8,41 'raw.githubusercontent.com':171 'raw.githubusercontent.com/pandas-dev/pandas/head/readme.md':170 'real':121 'real-world':120 'report':3,9,36,42 'requir':94 'setup':73 'sh':161 'skill':175 'skill-pandas-profiling-report-generator' 'sourc':141,162,173 'source-agentskillexchange' 'start':135 'summari':33,66 'toolkit':105 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'upstream':70,98,168 'usag':131 'use':10,43,68 'valu':22,55 'world':122 'ydata':12,45 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open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"fca2db406afa42d787592ec0a6cf5e37901dbbd7","skill_md_path":"skills/pandas-profiling-report-generator/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/pandas-profiling-report-generator"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"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. 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