AI-Powered Statistical Tools

Sunday Workbench©

Free, easily-accessible online tools to help with your data analysis needs. No login required. Just paste your data and get started.

Statistical Analysis Tools

Data Input

Paste data from spreadsheets (Excel, Google Sheets) or JSON data. Supported formats:

  • Tab-separated values (TSV)
  • Comma-separated values (CSV)
  • JSON arrays or objects

Data Integration

χ² Correlation Test (Chi-Square Test)

Correlation Matrix

Correlation Coefficient and Covariance

Tuple Duplication Detection

Linear Regression

Data Normalization

Min-Max Normalization

Z-score Normalization

Decimal Scaling Normalization

Data Transformation

Linear Transformation

Quadratic Transformation

Polynomial Approximations of Transformations

Non-polynomial Approximations of Transformations

Rank Transformations

Box-Cox Transformation

Nominal to Binary Transformation (One-Hot Encoding)

Data Reduction

Principal Component Analysis

Factor Analysis

Multidimensional Scaling

Local Linear Embedding

Statistical Analysis

Analyze your data using various statistical methods and tests.

Discussion