nlp-dataset-analyzer
CommunityAnalyze NLP datasets to boost data quality.
AuthorDifficult-Burger
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps data teams quickly understand NLP datasets, surfacing data quality issues before model training or annotation.
Core Features & Use Cases
- Dataset overview: size, format, and sample counts to gauge dataset readiness.
- Content and label analysis: examine text fields, vocabulary distribution, and label balance.
- Quality scoring and recommendations: generate actionable improvement suggestions and a standardized Markdown report.
Quick Start
Run a dataset analysis by loading a file (JSON/JSONL/CSV) to generate a summarized report with length, vocabulary, label distribution, and quality scores.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: nlp-dataset-analyzer Download link: https://github.com/Difficult-Burger/skills-diy/archive/main.zip#nlp-dataset-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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