Concrete Compressive Strength

Mrinmay PundalikShivang RaoNidhi SaxenaSumathy Subramanian

Ingredients

Data Exploration

Data Visualization – Histogram Plots

Scatter Plot

Pairs Plot

Correlation Plot

Color Gradient and Marker Size 2D Plot

Color : Fly AshSize : SuperPlasticizer

Color Gradient and Size Gradient 2D Plot

Size : Blast F Slag Color : Fine Aggregate

3D Scatter Plot

3D Scatter Plot with Color Gradient

Color : Fly Ash

3D Scatter plot with Size and Color Gradient

Size : Coarse Aggregate Color : Fly Ash

Data Set Model : Residual Plot

Model Summary:

ANOVA

Selection of Variables

ANOVA

Transformation

Summary

Validation

Model 3

Final Residual Plot

Collinearity Check

Final Equation