A picture is worth a thousand words.

A good graphic is worth more.

Understanding multivariate relationships is an important task in multivariate data analysis. Multivariate Solutions presents clear, actionable visual approaches that help our clients interact with their data and discover the ‘Ah Ha’ data moments in each individual project.

Multivariate Solutions creates an efficient workflow for multivariate analysis by employing the most useful multivariate graphical descriptive methods. Some examples are shown below.

ebookcoverMichael Lieberman is the co-author of Marketing Research Insights: 22 Visual Displays, a compilation of practical, real-world visual display examples for enhancing market research data reports and presentations. The ebook includes sections such as Research Process, Customer Satisfaction, Competitive Analysis, Win/Loss Research, and Brand Awareness, and the charts are accompanied by usage tips.