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Workflow

Review & Run

Processing Mode

Clean & Impute

When enabled, removes duplicates, empty rows, and fixes formatting before imputation

Mode Description

Balanced Mode: Best trade-off between quality and speed. Uses MICE and MissForest algorithms to intelligently fill missing values while maintaining data integrity.

Diversity Level

MODERATE

Higher diversity = more variation in imputed values

Quality Checks

Detect Outliers & Biases

Checks for statistical anomalies and distribution biases; may slow processing

Data Quality

Upload file to analyze

Expected Output

Rows -

Columns -

Issues -

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Processing Settings

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Clean Data

Clean and Impute Data

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Processing Settings