CSV Data Transformer & Validator

Upload, Validate, Clean & Transform Your CSV Data with Mathematical Models

Upload Your CSV File

Drag and drop your CSV file here or click to browse

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Rows:

Columns:

Step 1: Select Operations to Perform

Step 2: Configure Data Transformations (Mathematical Models)

Numerical Transformations

Z-Score Normalization
Min-Max Scaling
Log Transformation
Square Root Transform
Data Binning

Categorical Transformations

One-Hot Encoding
Label Encoding
Frequency Encoding

Statistical Aggregations

Calculate Mean
Calculate Median
Calculate Variance
Standard Deviation
Correlation Matrix

Processing your data...

Analysis & Transformation Results