The goal of this project is to conduct exploratory data analysis on a dataset containing wine information and to explore the variables, structure, patterns, oddities, and underlying relationships in the dataset. I tried to answer the following questions:
- Which chemical properties are correlated?
- Is there a relation between quality and the alcohol level?
- Are there any parameters which strongly influence the alcohol level in wine?
The project uses red wines dataset published by P. Cortez, A. Cerdeira, F. Almeida, T. Matos and J. Reis.
The following files can be found in the repository:
- wineQualityReds.csv: the dataset
- Wine_analysis.html: results of the analysis and conclusions
- Wine_analysis.rmd: RStudio rmd file