QualityClean Report v{{ report.version }}

Original Rows

{{ report.original_rows }}

Final Rows

{{ report.final_rows }}

Execution Time

{{ "%.4f"|format(report.execution_time) }} s

Dataset Summary

Metric Value
Original Rows {{ report.original_rows }}
Final Rows {{ report.final_rows }}
Original Columns {{ report.original_columns }}
Final Columns {{ report.final_columns }}

Cleaning Summary

Operation Count
Whitespace Fixed {{ report.whitespace_fixed }}
Placeholders Converted {{ report.placeholders_converted }}
Missing Values Filled {{ report.missing_filled }}
Missing Values Dropped {{ report.missing_dropped }}
Duplicates Removed {{ report.duplicates_removed }}
Datatypes Changed {{ report.datatypes_changed }}
{% if report.datatype_changes %}

Datatype Changes

{% for column, (before, after) in report.datatype_changes.items() %} {% endfor %}
Column Before After
{{ column }} {{ before }} {{ after }}
{% endif %} {% if report.original_schema %}

Original Schema

{% for column, dtype in report.original_schema.items() %} {% endfor %}
Column Datatype
{{ column }} {{ dtype }}
{% endif %} {% if report.final_schema %}

Final Schema

{% for column, dtype in report.final_schema.items() %} {% endfor %}
Column Datatype
{{ column }} {{ dtype }}
{% endif %}

Execution

Metric Value
Fill Mode {{ report.fill_mode }}
Execution Time {{ "%.4f"|format(report.execution_time) }} seconds