📊 Smart Data Profiler Report

Dataset Overview

Shape: {{ report.shape[0] }} rows × {{ report.shape[1] }} columns

Columns: {{ report.columns | join(', ') }}

🧠 Data Health Score: {{ score }}%

Missing Values

{% for col, miss in report.missing.items() %} {% endfor %}
ColumnMissing Values
{{ col }}{{ miss }}

Data Types

{% for col, dtype in report.dtypes.items() %} {% endfor %}
ColumnType
{{ col }}{{ dtype }}

Descriptive Statistics

{% for col in report.describe.keys() %} {% endfor %} {% for stat, values in report.describe.items() %} {% for val in values.values() %} {% endfor %} {% endfor %}
Statistic{{ col }}
{{ stat }}{{ val }}

Correlation Heatmap

{% if report.heatmap_path %} Correlation Heatmap {% else %}

No numeric columns available for correlation analysis.

{% endif %}

Smart Insights