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>

Create a Mobile Website
View Site in Mobile | Classic
Share by: