apply images to pyplot python bar graphs

Question

So below is a snippet of my code, and it all works fine. Just curious instead of display bars with specific colors, can an image be applied to the bar, such as a countries f

Answer 1

AFAIK there's no built-in way to do this, although matplotlib does allow hatches in bar plots. See for example, hatch_demo.

But it's not terribly difficult to put together several calls to plt.imshow in the form of a bar plot. Here is a rather crude function that could be used to make basic bar plots using images, using your idea of flags as the images.

import numpy as np
import matplotlib.pyplot as plt
from scipy.misc import imread

def image_plot(heights, images, spacing=0):
    # Iterate through images and data, autoscaling the width to
    # the aspect ratio of the image
    for i, (height, img) in enumerate(zip(heights, images)):
        AR = img.shape[1] / img.shape[0]
        width = height * AR
        left = width*i + spacing*i
        right = left + width
        plt.imshow(img, extent=[left, right, 0, height])
    # Set x,y limits on plot window
    plt.xlim(0, right)
    plt.ylim(0, max(heights)*1.1)

# Read in flag images
usa_flag = imread('american_flag.png')
aussie_flag = imread('australian_flag.png').swapaxes(0, 1)
turkish_flag = imread('turkish_flag.png').swapaxes(0, 1)

# Make up some data about each country
usa_data = 33
aussie_data = 36
turkish_data = 27

data = [usa_data, aussie_data, turkish_data]
flags = [usa_flag, aussie_flag, turkish_flag]

image_plot(data, flags, spacing=2)

Without doing anything fancy to the x and y axes, returns this plot.