edfEazyDataFix

Sales Dataset

Reconcile daily sales with missing amounts and currency mismatches.

Overview

Daily sales log with occasional missing amount values and mixed currency codes. Use custom thresholds to surface issues early.

Dataset

sales.csv44,120 rows × 10 columns
order_idcustomer_idskuamountcurrencydate...

Python code

sales.py
report = edf.assess(
    "sales.csv",
    thresholds={"missing": 0.02},
    verbose=True,
)

Expected output

Python 3.11
>>> report = edf.assess("sales.csv", thresholds={"missing": 0.02})
amount: 3.1% missing ⚠ above threshold
currency: 4 distinct values