Lightweight dataset quality checks for CSV files
Project description
DataGuard
DataGuard is a lightweight Python package for basic dataset quality validation with both API and CLI support.
Features
- Missing value detection
- Duplicate row detection
- Optional target column analysis
- JSON report export
- Command line interface
Installation
From TestPyPI:
pip install -i https://test.pypi.org/simple/ dataguard-lite
Local development:
pip install -e .
Usage (Python API)
from dataguard import validate_csv
report = validate_csv("data.csv", target="label")
report.summary()
report.to_json("report.json")
Usage (CLI)
dataguard data.csv
dataguard data.csv --target label
dataguard data.csv --json report.json
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