{% if messages %}

Warnings

{% for message in messages %} {% if message.message_type == MessageType.CONST %} {% elif message.message_type == MessageType.CORR %} {% elif message.message_type == MessageType.RECODED %} {% elif message.message_type == MessageType.HIGH_CARDINALITY %} {% elif message.message_type == MessageType.UNSUPPORTED %} {% elif message.message_type == MessageType.DUPLICATES %} {% elif message.message_type == MessageType.SKEWED %} {% elif message.message_type == MessageType.MISSING %} {% elif message.message_type == MessageType.INFINITE %} {% elif message.message_type == MessageType.ZEROS %} {% elif message.message_type == MessageType.TYPE_DATE %} {% else %} {% endif %} {% endfor %}
{{ message.column_name }} has constant value "{{ message.values['mode'] }}" Rejected {{ message.column_name }} is highly correlated with {{ message.values['correlation_var'] }} (ρ = {{ message.values['correlation'] | fmt_numeric }}) Rejected {{ message.column_name }} is a recoding of {{ message.values['correlation_var'] }} Rejected {{ message.column_name }} has a high cardinality: {{ message.values['distinct_count'] }} distinct values Warning {{ message.column_name }} is an unsupported type, check if it needs cleaning or further analysis Warning Dataset has {{ message.values['n_duplicates'] }} ({{ message.values['p_duplicates'] | fmt_percent }}) duplicate rows Warning {{ message.column_name }} is highly skewed (γ1 = {{ message.values['skewness'] | fmt_numeric}}) Skewed {{ message.column_name }} has {{ message.values['n_missing'] }} ({{ message.values['p_missing'] | fmt_percent }}) missing values Missing {{ message.column_name }} has {{ message.values['n_infinite'] }} ({{ message.values['p_infinite'] | fmt_percent }}) infinite values Infinite {{ message.column_name }} has {{ message.values['n_zeros'] }} ({{ message.values['p_zeros'] | fmt_percent }}) zeros Zeros {{ message.column_name }} only contains datetime values, but is categorical. Consider applying pd.to_datetime() Type Unknown type {{ message['mtype'] }}
{% endif %}