Seasonal_decompose python

import numpy as np
import pandas as pd
from statsmodels.tsa.seasonal import seasonal_decompose

# Generate some data
np.random.seed(0)
n = 1500
dates = np.array('2005-01-01', dtype=np.datetime64) + np.arange(n)
data = 12*np.sin(2*np.pi*np.arange(n)/365) + np.random.normal(12, 2, 1500)
df = pd.DataFrame({'data': data}, index=dates)

# Reproduce the example in OP
seasonal_decompose(df, model='additive', freq=1).plot()

Source: stackoverflow.com

Similar codes

2 votes333 views2 answers
Or operator django
Python
6 votes375 views1 answer
Python print return code of requests
Python
-2 votes372 views2 answers
Remove space in print python
Python
9 votes387 views1 answer
Override python print for class
Python
1 vote357 views1 answer
Np to tuple
Python
20 votes346 views3 answers
Python inline if
Python
2 votes351 views1 answer
Input float python
Python
0 vote415 views1 answer
Code=H18 desc="Server Request Interrupted" django
Python Django
7 votes357 views2 answers
How to rotate image through mouse in pygame
Python
0 vote352 views1 answer
Matrix outer product python
Python