How to do a boxplot with Matplotlib• 1 min
Histograms are extremely useful when you want to do some data exploration.
With boxplot, you can have visual representation of a distribution and can determine what kind of data you are looking at.
Is there an observable minima and maxima, what is the sample average you can get if you randomly take some observations ?
Here is a simple example of an boxplot, using the matplotlib library.
As we can see we are using the axes.boxplot() method that will plot an boxplot given a list or pd.Series of values.
In this example, we are plotting the histogram of the sepal_length column.
Here is the result.
Here you are ! You now know how to make boxplots.
More on plots
If you want to know more about how to add labels, plot different types of plots, etc... checkout the other articles I wrote on the topic, just here :