Question 6 of 10Pro Only

Explain the difference between univariate, bivariate, and multivariate analysis in EDA. What techniques do you use for each?

Sample answer preview

Understanding the distinction between these analysis types helps structure your EDA process and ensures you examine your data from multiple perspectives. Univariate analysis examines one variable at a time.

univariatebivariatemultivariatehistogramscatter plotcorrelation

Unlock the full answer

Get the complete model answer, key points, common pitfalls, and access to 9+ more Data Scientist interview questions.

Upgrade to Pro

Starting at $19/month • Cancel anytime