Python moving average pandas

Rolling average df

df['pandas_SMA_3'] = df.iloc[:,1].rolling(window=3).mean()

Source: datacamp.com

Python moving average pandas

#Creating a 100 day moving average from 'Close Price' column
df['Close Price'].rolling(100).mean()

Moving average pandas

df['MA'] = df.rolling(window=5).mean()

print(df)
#             Value    MA
# Date                   
# 1989-01-02   6.11   NaN
# 1989-01-03   6.08   NaN
# 1989-01-04   6.11   NaN
# 1989-01-05   6.15   NaN
# 1989-01-09   6.25  6.14
# 1989-01-10   6.24  6.17
# 1989-01-11   6.26  6.20
# 1989-01-12   6.23  6.23
# 1989-01-13   6.28  6.25
# 1989-01-16   6.31  6.27

Source: stackoverflow.com

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