Analysis Report
Get a detailed report for all the projects generated.
We generate a comprehensive comparison between the original and synthetic datasets to help users evaluate data quality, integrity, and realism.
Analysis report includes:
Accuracy – Measures how closely synthetic values match original patterns.
Similarity Score – Quantifies overall resemblance (distributional, structural).
Uniqueness Ratio – Percentage of unique rows in synthetic data vs. original.
Descriptive Statistics – Mean, Std Dev, Min, Max per column for both datasets.
We also include:
Univariate Analysis - Analyzes individual columns and giving report in line chart.
Bivariate Analysis- Compares relationships between two variables using:
Scatter Plots
Correlation Heatmaps
Multivariate Analysis- Assesses complex relationships across multiple features
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