{% set associations_warning = summary["top_associations"] and summary["top_associations"][0]["cramer_v"] is gt high_association_threshold %} {% set associations_title -%} Show which columns are similar (have a strong association). {%- if associations_warning %}

NOTE: some columns have very strong associations and may be redundant. {%- endif -%} {% endset %}
Display a few rows of the dataframe in a table.
Summary statistics and plots for all columns in the dataframe.
{{ associations_title }}
{% include "column-filter.html" %}
{% include "dataframe-sample.html" %}
{% include "column-summaries.html" %}
{% include "column-associations.html" %}