5 years moving average in python code example

Example 1: moving averages python

df['data'].rolling(3).mean()
df['data'].shift(periods=1).rolling(3).mean()

Example 2: 12 month movinf average in python for dataframe

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
%matplotlib inline
import seaborn as sns
sns.set(style='darkgrid', context='talk', palette='Dark2')

my_year_month_fmt = mdates.DateFormatter('%m/%y')

data = pd.read_pickle('./data.pkl')
data.head(10)

Example 3: 12 month movinf average in python for dataframe

# Calculating the long-window simple moving average
long_rolling = data.rolling(window=100).mean()
long_rolling.tail()