Upload your data and get a complete wine quality — chemical drivers report. Free.
Free analyses run on up to 10,000 rows. Larger files are randomly sampled to that size, so sign up to analyze your full dataset.
Running wine quality — chemical drivers analysis...
Sent to . Inside: interactive charts, statistical results, R code, and AI insights.
Analyze another fileRegression analysis of physicochemical properties and their relationship to quality ratings. Uses feature importance and correlation analysis to quantify effects of alcohol, acidity, and sulphates on perceived wine quality.
Interactive bar visualization
Interactive table visualization
Interactive bar visualization
Interactive box visualization
Plain-English interpretation of what the numbers mean, what's significant, and what to do next.
See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.
Run any analysis on your own data: validated R analyses, interactive reports, AI insights, and PDF export.
Try Free, No Credit CardTell us what went wrong, in your own words. We capture the page you're on automatically, so no need to describe where you are.