GoldenCheck

Data quality profiling and validation.

GoldenCheck profiles your data and identifies quality issues — missing values, format inconsistencies, outliers, and duplicates.

Basic Usage

import goldencheck

report = goldencheck.profile("data.csv")
print(report.summary())

Try It

goldencheck demo
import goldencheck
report = goldencheck.profile("data.csv")
print(report.summary())

Report Fields

MetricDescription
completenessPercentage of non-null values per column
uniquenessPercentage of unique values per column
consistencyFormat consistency score
validityValues matching expected patterns
outliersStatistical outlier count

Warning: Large files (>1M rows) may take several minutes to profile. Use sample_size to profile a subset.

← ToolsGoldenMatch →