Data-Visualization Use Seaborn or Matplotlib to create: Histogram for at least one numeric column Boxplot to detect outliers Correlation heatmap Pair plot to compare clusters (if applicable) Data ...

Historically, if you wanted a dataframe histogram to output a probability density function (as opposed to bin counts) you would do something like: This falls in line with the old matplotlib style.