cleancore 0.1.3

A dependency-free data audit and cleaning framework

CleanCore

CleanCore is a dependency-free data transformation audit framework.

Unlike data profilers, CleanCore tracks:

• What changed
• Which rows were affected
• Before / after values
• Why it changed (business rule)
• Compliance-ready audit trail

Example

from cleancore import AuditEngine
import pandas as pd

df = pd.read_csv("Groceries_dataset.csv")

engine = AuditEngine(df)
cleaned_df, audit = engine.run()

print(cleaned_df.head())
print(audit)