Great-Expectations-style gates run on healthcare_analytics.fact_adverse_events (300 real openFDA FAERS reports). Real FAERS adverse-event reports — not synthetic.
| Expectation | Column | Observed | Result | |
|---|---|---|---|---|
| ✓ | expect_column_values_to_not_be_null |
safetyreportid | 300/300 | Passed |
| ✓ | expect_column_values_to_be_unique |
safetyreportid | 300/300 | Passed |
| ✓ | expect_column_values_to_not_be_null |
primary_drug | 300/300 | Passed |
| ✓ | expect_column_values_to_not_be_null |
received_date | 300/300 | Passed |
| ✓ | expect_column_values_in_set [true,false] |
is_serious | 300/300 | Passed |
| ✓ | expect_column_values_to_be_between [0,50] |
n_drugs | 300/300 | Passed |
| ✓ | expect_column_values_to_be_between [0,200] |
n_reactions | 300/300 | Passed |
| ✓ | expect_column_table_row_count_to_equal_300 |
(table) | 300/300 | Passed |