Align Matplotlib graph colors with similar colors (color map)

demo

No color map There is a color map
colorful.png Blues.png

Method

If you are dealing with continuous data, you can create beautiful graphs by using color maps.

The color map is obtained with plt.get_cmap (). By passing a numerical value (0.0 to 1.0) to the acquired color map, you can use the colors in that color map.

demo.py


import numpy as np
import matplotlib.pyplot as plt

N = 16

x = np.arange(0, 4, 0.01)
y = [i * np.sin(x)**2 for i in xrange(N)]
cmap = plt.get_cmap("Blues")

for i in xrange(len(y)):
    plt.plot(x, y[i], c=cmap(float(i)/N))
    
plt.show()

Sample (part)

Reds Greens Blues binary
Reds.png Greens.png Blues.png binary.png
spring summer autumn winter
spring.png summer.png autumn.png winter.png

Click here for other colormaps (http://matplotlib.org/examples/color/colormaps_reference.html)

reference

matplotlib: Automatically color coded --Qiita http://qiita.com/konnyakmannan/items/ab297d53afd9dc94e0e8

color example code: colormaps_reference.py — Matplotlib 1.5.3 documentation http://matplotlib.org/examples/color/colormaps_reference.html

Displaying and setting the current colormap - MATLAB colormap --MathWorks Japan http://jp.mathworks.com/help/matlab/ref/colormap.html

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