Hi Nate,
I am currently reviewing this matter and would like to clarify a few things to ensure we're on the same page:
1. Why are you using the attribute 'cust_id_string' in addition to 'customer_id'? I have compared the values, and they seem to be the same.
1. In the visualization you shared, I noticed several values and metrics, including comparisons with the 'Previous Period.' Is there an issue related to the previous period? If it isn’t, I recommend troubleshooting without considering the previous period for now and focusing on the count over a specific time range. I mention this because you didn’t address the 'Previous Period' in your comments.
1. From the screenshots you provided, I see some numbers, but it’s unclear which ones are incorrect and what the expected values are, can you please write down them?
Once we clarify these points, we can continue our investigation.
Thank you for your assistance with this matter.