Concrete Compressive Strength (1)

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Concrete Compressive Strength Mrinmay Pundalik Shivang Rao Nidhi Saxena Sumathy Subramanian

Transcript of Concrete Compressive Strength (1)

Page 1: Concrete Compressive Strength (1)

Concrete Compressive Strength

Mrinmay PundalikShivang RaoNidhi SaxenaSumathy Subramanian

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Ingredients

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Data Exploration

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Data Visualization – Histogram Plots

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Scatter Plot

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Pairs Plot

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Correlation Plot

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Color Gradient and Marker Size 2D Plot

Color : Fly AshSize : SuperPlasticizer

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Color Gradient and Size Gradient 2D Plot

Size : Blast F Slag Color : Fine Aggregate

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3D Scatter Plot

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3D Scatter Plot with Color Gradient

Color : Fly Ash

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3D Scatter plot with Size and Color Gradient

Size : Coarse Aggregate Color : Fly Ash

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Data Set Model : Residual Plot

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Model Summary:

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ANOVA

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Selection of Variables

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ANOVA

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Transformation

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Summary

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Validation

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Model 3

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Final Residual Plot

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Collinearity Check

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Final Equation