No real customer data

See the findings
before you connect

Each example has exact inputs and expected facts. Use get_synthetic_example with one of these identifiers.

• totals difference
• date boundary
• noncomparable metrics
• duplicate join
• consistent aggregates

The duplicate-join example supplies a known synthetic cause. An unexplained real difference does not establish a join defect.