load-and-profile
CommunityProfile any dataset folder for auto profiling.
AuthorDamarisDeng
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Load and profile datasets from a folder to generate structured outputs (profile.json and variable_types.json) for downstream pipeline stages, enabling rapid data understanding and quality assessment.
Core Features & Use Cases
- Automatically discovers CSV and XLSX files within a data folder (recursively) and profiles them.
- Infers semantic variable types for each column and compiles per-file profiling data for validation and planning.
- Useful at the start of data pipelines to quickly understand shapes, cleanliness, and readiness of multiple files across a dataset.
Quick Start
Run the load-and-profile skill on a folder containing your data to generate profile.json and variable_types.json in the output directory.
Dependency Matrix
Required Modules
pandas
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: load-and-profile Download link: https://github.com/DamarisDeng/paper-writing-system/archive/main.zip#load-and-profile Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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