Validation of Synthetic data

[whitehackr]

The synthetic data generated has some issues of inconsistency when compared to the original data:

• order_id formats: 43693 vs 170933760013427
• Customer information consistency: Customer 34857, is assigned gender "F" and yet the original data reads "M" for gender -- for this, customer fact/details should not have been generated, just additional order information.
• All orders are created, shipped and delivered at midnight
• Original dataset seems to not have shipping and delivery data while synthetic data has it. Needs to be dropped (and to not be used downstream)