Moving Average (Rolling Average) in Pandas and Python - Set Window Size, Change Center of Data

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Learn how to create a simple moving average (rolling average) in Pandas with Python! You'll learn how to change your window size, set minimum number of records, and center your moving average.

0:00 Introduction
0:20 What is a moving average?
0:30 Loading Libraries and dataset
1:03 Exploring and Visualizing the data
1:58 Pandas Rolling Function
2:50 Pandas Rolling Function Window Argument
5:10 Pandas Rolling Function Center Argument
6:40 Pandas Rolling Function Min_periods Argument
9:02 Conclusion

Learn Python programming the right way!

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Hi Nick, I'm from Brazil and I'm following you, you can explain like no one else. Very cool your techniques and methods. Top. Congratulations.

claudio
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Hi Nick. Thank you very much for you explanation. It did help me to understand more about moving average. Keep up the good work.

reiskleiton
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your videos are very informative and easily explained. Just a request, please keep adding the dataframe generating codes in the description to follow along with you. Thank you :)

vijaykumarahamadabade
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you're a lifesaver Nick. Keep going !

mogith
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Hi Nick. Great video, great explanation!! Thanks :)

nadavnesher
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Very much useful. Thank you Bro... ❤️.

karanpk
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hello,
can we use timeperiods as a window?For example the average value of price per hour?

tojkgvi
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Good morning,

Please, could you tell me how can I use the rolling regression with a granger causality test ? And to do this granger causality month by month?

Thanks in advance :)

AK-ssde
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What would be the matlab equivalent of "movmean(x, 3)" in python?

shannatheragamuffin..
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Thank you! If I wanted to do a rolling but exclude the most recent value from the calculation how would I do? Apply a shift to the data frame and then rolling? Thank you

LucaSpinello
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How to determine the window size as 5?

jazzbezz
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Hello! Can u please help in our code which is completely based on rolling average

meghanachippada