Tables

Data Table
{% for table in tables %} {{ table|safe }} {% endfor %}
Data Profile
Dataset size
Number of Rows Number of Columns
{{ profile['rows'] }} {{ profile['columns'] }}

Column Wise Missing Values
{% for key in profile['missing_values'].keys() %} {% endfor %}
Column Name Missing Values Missing Value Percent
{{ key }} {{ profile['missing_values'][key] }} {{ profile['missing_vals_pct'][key] }}

Categorical Column report
Number of Columns Categorical Columns
{{ (profile['num_categorical_columns']) }} {{ profile['categorical_columns'] }}

Numerical Column report
Number of Columns Numerical Columns
{{ (profile['num_numerical_columns']) }} {{ profile['numerical_columns'][0] }}

Columns with zero standard deviation
Number of columns Columns name
{{ profile['num_col_with_std_zero'] }} {{ profile['cols_with_std_zero'] }}

Number of Duplicate Rows Data Size
{{ profile['num_duplicate_rows'] }} {{ profile['datasize'] }}