Plot with non-numerical data on x axis (for ex., dates)

Question

I\'d like to plot numerical data against non numerical data, say something like this:

import matplotlib.pyplot as pl
x=[\'a\',\'b\',\'c\',\'d\']
y=[1,2,3,4]
         


        

Answer 1

Use the xticks function.

import matplotlib.pyplot as pl
xticks=['a','b','c','d']
x=[1,2,3,4]
y=[1,2,3,4]
pl.plot(x,y)
pl.xticks(x,xticks)
pl.show()

Answer 2

import matplotlib.pyplot as plt
x = ['a','b','c','d']
y = [1,2,3,4]
plt.plot(y)
plt.xticks(range(len(x)), x)
plt.show()

On a side note, dates are numerical in this sense (i.e. they have an inherent order and spacing).

Matplotlib handles plotting temporal data quite well and very differently than the above example. There's an example in the matplotlib examples section, but it focuses on showing off several different things. In general, you just use either plot_date or just plot the data and call ax.xaxis_date() (or yaxis_date) to tell matplotlib to use the various date locators and tickers.