Everything about plotting in python

Everything about plotting in python

Everything about plotting in python. Matplotlib is cornerstone for visualisations in data science and many scientific plotting area as well.

Matplotlib is the cornerstone for visualisations in data science and many scientific plotting areas as well. However, the _plt_function may seem easy, the parameters are overwhelming. As based on the tutorial shown at the bottom, I summarised a copy of the format for plotting in python:

import matplotlib as mpl
import matplotlib.pyplot as plt

plt.style.use('seaborn')
mpl.rcParams['font.family'] = 'serif'
%matplotlib inline
#1\. create a figure,like canvas
fig = plt.figure() 
#2\. add plots inside that figure you just created
ax = fig.add_subplot(111) 
#3\. set all the parameters for the plot inside that ax 
ax.set(xlim=[0.5, 4.5], ylim=[-2, 8], title='An Example Axes',
       ylabel='Y-Axis', xlabel='X-Axis')
#4\. do the plotting
ax.plot(x,y)
plt.show()

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