Spend Patterns Panel transaction type misclassification

Hi,
I am looking at the spend patterns panel summaries, and I noticed wired patterns regarding transaction types. I wonder if something is going wrong in classification or its reporting.

For the entire US, it looks like this:
Screenshot 2024-11-05 at 2.33.31 PM

For some selected states, the swaps between the two types are more arbitrary in individual months:
Screenshot 2024-11-05 at 2.33.40 PM

And lastly, I observed a significant scale shift in the raw data tables starting from December 2023 (entire US).
Screenshot 2024-11-05 at 2.34.05 PM

Could you please help clarify these discrepancies? Many thanks!

Best,
Binzhe

Hi @Binzhe_Wang_MIT ,

Thank you for you patience on this. We were unable to replicate this trend. From an analysis, it’s shown that the debit card panel is growing over time, and the credit card panel is staying roughly stable.

Are you still noticing this trend?