Animate time series python

import numpy as np
import matplotlib.pyplot as plt
from matplotlib import animation

dt = 0.01
tfinal = 1
x0 = 0

sqrtdt = np.sqrt(dt)
n = int(tfinal/dt)
xtraj = np.zeros(n+1, float)
trange = np.linspace(start=0,stop=tfinal ,num=n+1)
xtraj[0] = x0

for i in range(n):
    xtraj[i+1] = xtraj[i] + np.random.normal()

x = trange
y = xtraj

# animation line plot example

fig, ax = plt.subplots(1, 1, figsize = (6, 6))

def animate(i):
    ax.cla() # clear the previous image
    ax.plot(x[:i], y[:i]) # plot the line
    ax.set_xlim([x0, tfinal]) # fix the x axis
    ax.set_ylim([1.1*np.min(y), 1.1*np.max(y)]) # fix the y axis

anim = animation.FuncAnimation(fig, animate, frames = len(x) + 1, interval = 1, blit = False)
plt.show()

Source: stackoverflow.com

Similar codes

0 vote311 views1 answer
Get return value of contract call in brownie
Python
0 vote338 views1 answer
What is certifi module in python
Python
5 votes316 views1 answer
Find last appearance python
Python
0 vote359 views1 answer
How to add static files in django 3.2.9
Python
0 vote272 views1 answer
Collecting pipnev
Python
1 vote316 views4 answers
Flask activ environment
Python
0 vote309 views1 answer
Reportlab page size a4
Python
75 votes286 views6 answers
Sort dictionary python
Python
0 vote306 views1 answer
Sample one point from distribution python
Python
12 votes323 views2 answers
Isinstance float or int
Python