meridian.model.eda.eda_outcome.FindingCause

Enumeration for the type of finding, mapping to specific data tables.

NONE For informational findings that do not indicate a data issue.
MULTICOLLINEARITY For findings related to multicollinearity between variables (e.g. from VIF or pairwise correlation checks).
VARIABILITY For findings related to variables with extreme variability issues, such as no variation (e.g. KPI invariability check or standard deviation checks).
INCONSISTENT_DATA For findings related to inconsistent data points (e.g. zero cost with positive media units, from cost per media unit check).
RUNTIME_ERROR For findings that indicate a runtime error during an EDA check.
OUTLIER For findings related to outliers in data (e.g. cost per media unit outlier check).

INCONSISTENT_DATA <FindingCause.INCONSISTENT_DATA: 4>
MULTICOLLINEARITY <FindingCause.MULTICOLLINEARITY: 2>
NONE <FindingCause.NONE: 1>
OUTLIER <FindingCause.OUTLIER: 6>
RUNTIME_ERROR <FindingCause.RUNTIME_ERROR: 5>
VARIABILITY <FindingCause.VARIABILITY: 3>