Univariate and multivariate analysis are common approaches to explore and understand data. 🔍 As their names imply, in univariate analysis, you examine and summarize one variable at a time, whereas in multivariate analysis, multiple variables — and their complex relationships — are observed. Your choice on which analysis method to use will depend on the nature of your data, your goals, and what questions you’re trying to answer. 💬 #data #dataanalysis #analytics #datascience #univariate #multiva

Here’s why visual workflows for data science just make sense.👇 For years, data scientists have relied on coding languages like Python, R, and SQL. While powerful, these languages were built for software engineering, not data science. And that difference matters. In software engineering, it’s all about the instructions, the control flow. In data science, it’s all about the data — how it changes, flows, and shapes insights at every stage. That’s why visual workflows are such a natural fit. They l