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Python plot bins not lining up with axis

# Basic syntax for left-aligned bins:
plt.hist(data, bins=range(number)) 

# Basic syntax for center-aligned bins:
plt.hist(data, bins=np.arange(number)-0.5)

Source: stackoverflow.com

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