calculate exponential moving average in python

Question

I have a range of dates and a measurement on each of those dates. I\'d like to calculate an exponential moving average for each of the dates. Does anybody know how to do t

Answer 1

May be shortest:

#Specify decay in terms of span
#data_series should be a DataFrame

ema=data_series.ewm(span=5, adjust=False).mean()