Data Pipeline Status
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Row Count
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Column Count
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File Size (MB)
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Days Since Last File
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Row Count Z-Score (7 Day)
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File Size Z-Score (7 Day)
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Day of Week
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Is Quarter End
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Columns Added
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Columns Removed
Operational
Time-series
Drift
Execution Log
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Null Value Percentage
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Completely Null Rows
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Rows with Nulls Percentage
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Data Type Diversity
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Numeric Suffix Columns
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Numeric Column Count
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Text Column Count
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Pattern Consistency Score
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Average String Length
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New ID Count
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Zero Value Percentage
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Unique Value Ratio
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IQR Outlier Count
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Z-Score Outlier Count
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Maximum Skewness
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Average Kurtosis
Structural
Numeric
Categorical
Relational
Statistical
Execution Log
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Data Randomness Score (Entropy)
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Cross-Column Difference Average
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Cross-Column Ratio average
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Maximum Column Correlation
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Highly Correlated Column Pairs
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Numeric-Categorical Interaction Variance
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Column Ratio Interaction Average
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Average Spearman Correlation
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Distribution Divergence Score
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Trend Deviation Score
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Wasserstein Distance
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Gradual Drift Score
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Significant Change Count