Time series smoothing in python | moving average and exponential smoothing in python

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  • เผยแพร่เมื่อ 6 ม.ค. 2025

ความคิดเห็น • 71

  • @shuznut
    @shuznut 3 ปีที่แล้ว +3

    I am glad that I found your channel. Thank you so much 😊

  • @RajveerSingh-jp1vs
    @RajveerSingh-jp1vs 2 ปีที่แล้ว +1

    Great Explaination 👍
    Appreciated ! keep it up

  • @faisalrash99
    @faisalrash99 ปีที่แล้ว +2

    I am unable to exactly find that ipython notebook in google drive folder. Please help me in finding that

  • @deepakrc8956
    @deepakrc8956 ปีที่แล้ว

    Aman thank you for the explanation.

  • @mahmudsaideen6805
    @mahmudsaideen6805 ปีที่แล้ว

    Besides the massive knowledge you have. You are a legendary teacher

  • @aishaedrah9518
    @aishaedrah9518 2 ปีที่แล้ว

    Great work!! Thanks!!

  • @brunamoro8435
    @brunamoro8435 ปีที่แล้ว

    Thank you for the so clear explanation! The only complain I've got is that I can't find the notebook in the repository website. And I would like to understand when I must use each of those.

  • @akshayam9539
    @akshayam9539 ปีที่แล้ว

    Great explanation. The only this is I can't find the dataset can you please include it in description so that we can also work on the same example dataset.

  • @sandipansarkar9211
    @sandipansarkar9211 3 ปีที่แล้ว +1

    finished watching

  • @ashishbhatnagar9590
    @ashishbhatnagar9590 4 ปีที่แล้ว

    very nice video sir

  • @HARSHRAJ-2023
    @HARSHRAJ-2023 3 ปีที่แล้ว +2

    Don't see any notebook for this in the google drive shared link. Can you please check from your side once.

    • @UnfoldDataScience
      @UnfoldDataScience  3 ปีที่แล้ว

      Its been sometime and somehow can't find this notebook in my local also. I will try again

  • @valueray
    @valueray ปีที่แล้ว

    any idea how to code in python: how "respected" is as example the sma50? how much does it act as support/resistance with a measured and reliable number?

  • @hardikvegad3508
    @hardikvegad3508 3 ปีที่แล้ว +3

    Link Of The Data:
    www.kaggle.com/kandij/electric-production

  • @rohitbhosale3617
    @rohitbhosale3617 ปีที่แล้ว

    Thank you! Please provide dataset in further tutorials...so that we can practice

    • @UnfoldDataScience
      @UnfoldDataScience  ปีที่แล้ว

      Hi Rohit, did u look here?
      drive.google.com/drive/folders/1aBH3S0YnGi8sw7C2wtUDF181ETXbfikb

  • @bhanuprasad_1718
    @bhanuprasad_1718 9 หลายเดือนก่อน

    sir, i had watched your last video on this topic but am not able to get why those first 4 values are not preset

  • @vinodkinoni4863
    @vinodkinoni4863 4 ปีที่แล้ว

    Nice

  • @sunnyarora4916
    @sunnyarora4916 3 ปีที่แล้ว +3

    In the previous video, you talked about double and triple exponential smoothing too but here you haven't, also how to optimize the value of window and alpha?

  • @coolgrv9
    @coolgrv9 2 ปีที่แล้ว

    sir why the first 4 values are NaN for rolling mean method ?

  • @programmingwithjackchew903
    @programmingwithjackchew903 2 ปีที่แล้ว

    Why after applying the rolling and exponential smoothing, the p-value increases even exceed 0.05 compared to original dataset?

  • @teenamadhu7883
    @teenamadhu7883 3 ปีที่แล้ว

    Aman , really very thankful for your great explanation .through your explanation you make the topic simple and understandable.
    I have a doubt here -
    since exponential curve following the black one(original) can we say it is following exponential trend?

  • @engineeringmind3961
    @engineeringmind3961 ปีที่แล้ว

    Sir any specific reason of choosing window = 5??

  • @shaikirfanrahim7334
    @shaikirfanrahim7334 2 ปีที่แล้ว

    instead of SMOTE which technique we will ise

  • @RajeshKumar-bl2oy
    @RajeshKumar-bl2oy 2 ปีที่แล้ว

    Pandas data cast to numpy dtype of object. Check input data with np.asarray(data) - getting this error while attempt to fit a regression model in Python and fail to convert categorical variables to dummy variables first before fitting the model. can you please help fix this error

  • @AkshayKumar-bj7lp
    @AkshayKumar-bj7lp 2 ปีที่แล้ว

    hey Aman how do we select the value of alpha can we allow the model to choose the alpha value?

    • @pipicovers
      @pipicovers ปีที่แล้ว

      good question also which method to select out of the three?

  • @shrutiagarwal1193
    @shrutiagarwal1193 5 หลายเดือนก่อน

    Sir this file I'm not able to find on your drive, kindly help it was really useful session

  • @dishashaktawat2219
    @dishashaktawat2219 4 ปีที่แล้ว +1

    can u provide the link of the dataset so that we can apply it on....

    • @UnfoldDataScience
      @UnfoldDataScience  4 ปีที่แล้ว +1

      drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M

  • @gurpindersinghmuttar
    @gurpindersinghmuttar 2 ปีที่แล้ว

    Why do we use holt since it is giving the same result as above

  • @jackyhuang6034
    @jackyhuang6034 4 ปีที่แล้ว

    Is holt the triple exponential you were talking about?

  • @sckeshari
    @sckeshari 3 ปีที่แล้ว

    How is Holt method different from Exponential moving average ? Just want to understand the logic behind Holt method.

    • @UnfoldDataScience
      @UnfoldDataScience  3 ปีที่แล้ว

      I will try to create video on that topic Saurabh

  • @premstein16
    @premstein16 3 ปีที่แล้ว +2

    Aman, can't find codes for smoothing techniques

    • @UnfoldDataScience
      @UnfoldDataScience  3 ปีที่แล้ว +1

      Hi Prem, can u check once now. I upload ed

    • @premstein16
      @premstein16 3 ปีที่แล้ว +1

      Hello Aman, Thanks for your reply. I was looking for Time series smoothing in Python. Not able to find that.

    • @UnfoldDataScience
      @UnfoldDataScience  3 ปีที่แล้ว

      It's uploaded, could u check once please.

    • @brendenandrews6965
      @brendenandrews6965 3 ปีที่แล้ว

      No aman it's not available in your time series file can you can please reupload it.. thanks..

    • @amalaj4988
      @amalaj4988 3 ปีที่แล้ว +1

      Yes sir, its not there. Could you re-upload it?

  • @ishpen282
    @ishpen282 3 ปีที่แล้ว

    Hello sir, how to get the rolling day average for exponential moving average, Ex: EMA(5)

  • @sandeepcyno
    @sandeepcyno 5 หลายเดือนก่อน

    From where can I get the code of this video .

  • @aniruddhapal1997
    @aniruddhapal1997 3 ปีที่แล้ว

    if red line(exponential trend) is exactly on the blue line(linear trend), can we say that the data has linear trend , not exponential trend ???

  • @komalmaheshwari9626
    @komalmaheshwari9626 2 ปีที่แล้ว

    How do you decide that the window size is 5?

  • @arifhasan904
    @arifhasan904 3 ปีที่แล้ว

    Why we use smoothening??

  • @nehaafreen3731
    @nehaafreen3731 3 ปีที่แล้ว

    can you please upload the code..can't find in drive

    • @UnfoldDataScience
      @UnfoldDataScience  3 ปีที่แล้ว

      Hi neha, Somehow that file is missing. I tried in search in my local machine but its taking time. I will put once I get it.

    • @sandipansarkar9211
      @sandipansarkar9211 3 ปีที่แล้ว

      @@UnfoldDataScience Please do that ASAP

  • @sandipansarkar9211
    @sandipansarkar9211 3 ปีที่แล้ว

    finished coding

    • @divyaprakashjaiswal3330
      @divyaprakashjaiswal3330 2 ปีที่แล้ว +1

      could you please share , as i am novice to python

    • @sandipansarkar9211
      @sandipansarkar9211 2 ปีที่แล้ว

      @@divyaprakashjaiswal3330 what kinf of help do you need in python

  • @chanagregarelaceite5579
    @chanagregarelaceite5579 ปีที่แล้ว

    Its possible to have subtitle in your video,because kinda hard for me to understand what you talking