Here we analyse two datasets,related to red and white variants of the Portuguese Vinho Verde wine from an ‘objective quality’ perspective ie we analyse the chemical properties and their interactions to determine quality.
The project uses R to apply exploratory data analysis to understand the relationships in one variable to mulitple variables influencing the nature and hence the quality of the wine.
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Command line installations from R Studio
install.packages(“ggplot2”, dependencies = T) install.packages(“knitr”, dependencies = T) install.packages(“dplyr”, dependencies = T)
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Abstract
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Introduction
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Data Exploration
- Univariate Plots
- Univariate Analysis
- Bivariate Plots
- Bivariate Analysis
- Multivariate Plots
- Multivariate Analysis
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Final Plots and Summary
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Reflection
References
Inferential Statistics and machine learning has not been applied here and the inclusion of the same will be the forthcoming task.