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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