Associations

Relationships

{% if payload.mode != "single" %}

Association metrics are available in single report mode.

{% else %}

Numerical associations

Metric: Pearson r (linear correlation, -1 to 1)

{% if payload.associations.numeric_numeric %}

{% for item in payload.associations.numeric_numeric %}

{{ item.left }} × {{ item.right }} {{ item.value }}

{% endfor %}

{% else %}

No numeric associations.

{% endif %}

Categorical associations

Metric: Cramer's V (association strength, 0 to 1)

{% if payload.associations.categorical_categorical %}

{% for item in payload.associations.categorical_categorical %}

{{ item.left }} × {{ item.right }} {{ item.value }}

{% endfor %}

{% else %}

No categorical associations.

{% endif %}

Mixed associations

Metric: Correlation ratio η (numeric vs category, 0 to 1)

{% if payload.associations.numeric_categorical %}

{% for item in payload.associations.numeric_categorical %}

{{ item.left }} × {{ item.right }} {{ item.value }}

{% endfor %}

{% else %}

No mixed associations.

{% endif %}