how to change the order of factor plot in seaborn

Question

My data looks like this:

m=pd.DataFrame({'model':['1','1','2','2','13','13'],'rate':randn(6)},index=['0', '0','1','1','2','2'])

I want to have the x-axis of factor plot ordered in [1,2,13] but the default is [1,13,2].

Does anyone know how to change it?

Update: I think I have figured it out in the following way, but maybe there is a better way by using an index to do that?

sns.factorplot('model','rate',data=m,kind="bar",x_order=['1','2','13'])

Answer 1

Your update to the post shows the correct way to do it, i.e. you should pass a list of x values to order in the order you want them plotted. The default for numeric data is to plot in sorted order, so if you have numeric values it's best to keep them as integers or floats instead of strings, so they will be in "natural" order.

Answer 2

As @Pablo wrote in his comment and @Archie correctly mentioned in their answer:

x_order should be replaced by order

For those who came here looking for a sort solution for kind="count", it is possible to do so:

sns.catplot(x="model", data=m, kind="count", order=m.model.value_counts().index)

It's because by default value_counts method will return descending sorted values by count.