Which visualization should you choose?

You've seen that exploratory data analysis, or EDA, is all about getting to know your data. The most basic form of EDA is looking at one variable at a time, called univariate EDA. Depending on the variable you want to explore (being it continuous or categorical), you can draw tables, bar plots, histograms and/or box plots.