Plots

We can also plot most components in phones.

This only works if phones.plots is imported after other phones modules and if phones was installed with the [plots] extra dependency.

In [1]:

from phones import PhoneCollection

In [2]:

import phones.plots

In [3]:

pc = PhoneCollection()

Single Phone¶

In [4]:

pc.phones("a").val.plot()

Multiple Phones¶

When plotting multiple phones, its best to use a subset of languages for efficiency. This does principal component analysis on the phone vectors and plots them based on the first and second component.

In [5]:

pc.langs(["eng", "heb"]).plot()

You can also create a 3d plot by changing the number of components to 3.

In [6]:

pc.langs(["eng", "heb"]).plot(n_components=3)

You can use any keyword arguments plotly supports as well.

In [7]:

pc.langs(["eng", "heb"]).plot(n_components=3, width=1000, height=800)

A fourth PCA dimension can be used to vary the size of the points in the 3D plot.

In [8]:

pc.langs(["eng", "heb"]).plot(n_components=4, width=1000, height=800)