Real ChatGPT answer · index seedWhs1RKLiLXEcompleteB2B software · data and analytics platformscommercial
How do I write custom data quality tests in Great Expectations to catch currency conversion errors in our financial reports?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I write custom data quality tests in Great Expectations to catch currency conversion errors in our financial reports?
1 real search · 1 real-search pass
Great Expectations custom expectations guide current API custom expectation examples 2026Google ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Great Expectations custom expectations guide current API custom expectation examples 2026 Google ↗
- Customize Expectations · docs.greatexpectations.io
- Validate data integrity with GX · legacy.docs.greatexpectations.io