Forecasting cryptocurrency Ethereum prices with R | Application of Time-Series Analysis

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  • เผยแพร่เมื่อ 18 พ.ย. 2024

ความคิดเห็น • 154

  • @sahabtim
    @sahabtim 5 ปีที่แล้ว +13

    Hello! P-z-m from the point of view of a simple user, a fairy tale which can be difficult to believe, but with the study you understand what a serious technology
    as far as thought out and harmonized, and most importantly serves the benefit of all users, BRAVO DEVELOPERS))

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thx for comments!

  • @prizmbest9543
    @prizmbest9543 5 ปีที่แล้ว +13

    Thank ! great video! review the cryptocurrency prizm!

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks!

  • @АнтонАстафьев-й5щ
    @АнтонАстафьев-й5щ 5 ปีที่แล้ว +11

    According to ETN, I think more will go down. On the recommendation I bought PZM and the price went up well. I think a very good coin.

  • @flamboyantperson5936
    @flamboyantperson5936 5 ปีที่แล้ว +3

    This is simply awesome..... one of the first to try and teach. Thank you Sir.

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for comments!

    • @ivanboroda2997
      @ivanboroda2997 5 ปีที่แล้ว +1

      I advise you to pay attention to the Prizm cryptocurrency, it makes it possible to earn money simply by installing the application on a smartphone.

    • @ЮрийШаталов-ч1о
      @ЮрийШаталов-ч1о 5 ปีที่แล้ว

      Consider a coin of prizm steady growth both in quantity and quality + serious advanced technology without unnecessary troubles + huge amount
      goods and services for prizm, I've been selling honey for prizm for 2 years
      , profitable and simple))

  • @stelluspereira
    @stelluspereira 5 ปีที่แล้ว +3

    Thank you Dr. Bharatendra Rai, as always good & relevant educational videos, please keep your good work of educating us

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for your comments!

    • @elenaazeva4435
      @elenaazeva4435 5 ปีที่แล้ว

      I advise you to add a Prizm coin (PZM) to your piggy bank for long-term investments. It has excellent growth potential in the near future. And it is already working on POS technology.

  • @zouheirhamimaz3729
    @zouheirhamimaz3729 5 ปีที่แล้ว +3

    Very useful and very clear ! thank your for the time and effort you put into your videos Dr.Bharatendra

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for comments!

    • @nanhil3914
      @nanhil3914 5 ปีที่แล้ว +1

      In short! I bought a PRIZM and do not think about too much! Advise!

  • @zsha250c_abc4
    @zsha250c_abc4 5 ปีที่แล้ว +3

    thanks for sharing your knowledge Dr.Bharatendra, greetings from Mexico

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for comments!

    • @dobermanarchi8157
      @dobermanarchi8157 5 ปีที่แล้ว +7

      Мне больше нравится зарабатывать на полном пассиве! Криптовалюта Prizm! приносит мне 25% в месяц 300% в год! + рост монеты на бирже! вот таким должен быть заработок!

    • @МаксимПоляков-р2ф
      @МаксимПоляков-р2ф 5 ปีที่แล้ว +6

      We are waiting for a review of the cryptocurrency prizm

    • @АнтонАстафьев-й5щ
      @АнтонАстафьев-й5щ 5 ปีที่แล้ว +3

      I also recommend adding a Prizm coin (PZM) to the investment portfolio. Coin is sold on exchanges. She has great potential for growth in the near future. It is enough to keep coins in your wallet and receive additional coins constantly for this. Prooa-of-stake is power. Plus paramining.

  • @galk32
    @galk32 5 ปีที่แล้ว +2

    Thank you again sir, great video tutorial. Your channel give real knowledge.

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for comments!

    • @vgsholding3123
      @vgsholding3123 5 ปีที่แล้ว +2

      But now there are many options for how to increase your income without breaking the laws. You can use cryptocurrency, prizm, for example, a folk coin.

    • @ТатьянаБаранова-щ3т
      @ТатьянаБаранова-щ3т 5 ปีที่แล้ว +1

      So I suggest all coin PRIZM in which the rate is not as important due to the accrual of paramining every day! PoS technology is the technology of the future!!

  • @fowobajek
    @fowobajek 5 ปีที่แล้ว +3

    Excellent presentation sir

    • @bkrai
      @bkrai  5 ปีที่แล้ว +1

      Thanks!

    • @marclensus9611
      @marclensus9611 5 ปีที่แล้ว +6

      This is really cool. Today I got involved in investing in РZM, I must say - promisingly

    • @АлександрК-й9щ
      @АлександрК-й9щ 5 ปีที่แล้ว +4

      I agree, not bad. Do you know the PRIZM coin?
      You can earn from 10% per month on full passive.

    • @СветланаШаталова-п1в
      @СветланаШаталова-п1в 5 ปีที่แล้ว +1

      Hi, I want to talk about the best cryptocurrency of the 21st century - Prizm. It is very secure, because it works on blockchain technology.
      You can sell your honestly earned Prizm coins on one of the most famous exchanges in the world BTC ALPHA, LIVECOIN

    • @Елена-ш2ь1щ
      @Елена-ш2ь1щ 5 ปีที่แล้ว

      Hey. Good info. Had many different cryptocurrencies. Stopped at Prizm. This is your own money printing press.

  • @josephjoestar995
    @josephjoestar995 3 ปีที่แล้ว +2

    Perfect! What a great video, thank you for delivering a complicated topic and breaking it down

    • @bkrai
      @bkrai  3 ปีที่แล้ว

      You are welcome!

  • @TheDebaraj
    @TheDebaraj 4 ปีที่แล้ว +1

    Sir, All videos are helpful for understanding the core concepts!

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      Thanks for comments!

  • @elenaazeva4435
    @elenaazeva4435 5 ปีที่แล้ว +2

    While ETH is going to switch to POS technology and it is not known to launch update 2.0 at the beginning of next year, it already works for the PZM coin.
    In the comments they wrote a lot about her. I use it myself and am very pleased.

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thx for comments!

  • @ivanboroda2997
    @ivanboroda2997 5 ปีที่แล้ว +3

    Good video. Great analysis. But personally, I prefer Prizm cryptocurrency with its unique Paramining technology.

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thx for comments!

  • @manthangujar1030
    @manthangujar1030 ปีที่แล้ว +1

    Great video and great explanation, but how can we measure the accuracy of this model

  • @todaystrending1992
    @todaystrending1992 4 ปีที่แล้ว +1

    Very nic video sir 👌 great learning 👍

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      Thanks and welcome!

  • @scottsara123
    @scottsara123 5 ปีที่แล้ว +2

    Its you who make and explain things in such a way that it become so understandable but how do you explore like 'Prophet' package for time series, its great...thanks

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for your feedback and comments!

    • @sahabtim
      @sahabtim 5 ปีที่แล้ว +2

      That's right, so P-z-m is quickly automated and profitable.

  • @cosimotuena6597
    @cosimotuena6597 4 ปีที่แล้ว +1

    Many thanks Doctor!
    What does the last cv plot tell you? That as forecast goes further and further it becomes less predictive? Thank you

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      That's correct! Thanks for comments!

  • @deepakpanigrahi9601
    @deepakpanigrahi9601 4 ปีที่แล้ว +1

    Glad that I found your channel!!

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      Welcome!

  • @paulinetan3395
    @paulinetan3395 3 ปีที่แล้ว

    Hi Dr… what is your basis of using this predictive model? Wont you need to test sample data first if it fits normal distribution, before using a parametric test?

  • @mehdi1270
    @mehdi1270 3 ปีที่แล้ว +1

    Thank you Dr. Rai for your great tutorial videos. Is there any chance you could post a multivariate time series forecasting example with keras in R?

    • @bkrai
      @bkrai  3 ปีที่แล้ว

      Thanks for the suggestion!

  • @JAYPATEL-ih2qm
    @JAYPATEL-ih2qm 2 ปีที่แล้ว +1

    Sir which algorithm have you used .?
    ARIMA / LR/LSTM

    • @bkrai
      @bkrai  2 ปีที่แล้ว

      It uses Generalized Additive Model.

  • @asterlookanalytics9853
    @asterlookanalytics9853 4 ปีที่แล้ว +1

    You are a superb teacher. I am applying whatever I learn. But from lm, the video became blurred. I cannot see anything

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      It may be due to internet connection.

  • @halilyuksel7784
    @halilyuksel7784 2 ปีที่แล้ว +1

    hi! Can you explain how did you get historical data from Market ?

    • @bkrai
      @bkrai  2 ปีที่แล้ว +1

      Try this:
      www.nasdaq.com/market-activity/cryptocurrency/eth/historical

    • @halilyuksel7784
      @halilyuksel7784 2 ปีที่แล้ว +1

      @@bkrai Hi!
      Is it possible to watch a video about price (ETH) prediction using Artificial Neural Networks wiht R from you?

    • @bkrai
      @bkrai  2 ปีที่แล้ว

      I'll work on it during summer. Thanks!

  • @robertmoncriefglockrock8957
    @robertmoncriefglockrock8957 3 ปีที่แล้ว +1

    thank you so much. 2026 looks promising

    • @bkrai
      @bkrai  3 ปีที่แล้ว

      Welcome!

    • @robertmoncriefglockrock8957
      @robertmoncriefglockrock8957 3 ปีที่แล้ว

      @@bkrai I ran this setup with an updated .csv file that goes from august2015-November 2021. I am just curious as to how accurate the predictions are? And how far out do they start to become less accurate? Since I have about 6 years worth of data how far In the future can it actually predict ?

  • @bassamabdelnabi3117
    @bassamabdelnabi3117 4 ปีที่แล้ว +1

    totally awesome thanks so mucj

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      Thanks for comments!

  • @monaroshdibenam940
    @monaroshdibenam940 4 ปีที่แล้ว +1

    Hi Dr.Bharatendra Rai,
    Thank you for your awesome lectures. I have some problems when I want to install prophet and lubridate package (Error in library(prophet) : there is no package called ‘prophet’) I would be thankful if you could help me to fix this problem.

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      I think currently it is down. Probably check back in few days.

  • @sandiprijal9521
    @sandiprijal9521 4 ปีที่แล้ว +1

    Sir, as I was trying this, It shows the following error
    > m

    • @bkrai
      @bkrai  4 ปีที่แล้ว +1

      Looks like it is asking for package called ‘loo’. You can install that and check.

  • @ЗиляХанова-ш2к
    @ЗиляХанова-ш2к 5 ปีที่แล้ว +7

    I recommend the Prizm coin. She is cool. Allows you to get a good profit.

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thx for comments!

  • @NiteshKumar-tj7bc
    @NiteshKumar-tj7bc 5 ปีที่แล้ว +1

    Can we get a video on bert(NLP) or chatbot with R

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for the suggestion, I've added it to my list.

  • @fajarherdian8641
    @fajarherdian8641 3 ปีที่แล้ว +1

    hello sir, i wanna know , where did u get this dataset ?,
    i need it for my research, thanks sir !

    • @bkrai
      @bkrai  3 ปีที่แล้ว +1

      Link to data file is in the description area below video.

    • @fajarherdian8641
      @fajarherdian8641 3 ปีที่แล้ว +1

      @@bkrai I mean, the dataset you have listed is made yours or download from another source ? 🙏🏻

    • @bkrai
      @bkrai  3 ปีที่แล้ว +1

      Here is the link:
      www.nasdaq.com/market-activity/cryptocurrency/eth/historical

    • @fajarherdian8641
      @fajarherdian8641 3 ปีที่แล้ว +1

      @@bkrai thanks you so much sirr 🙏🏻👍

  • @tejasmahade55
    @tejasmahade55 3 ปีที่แล้ว +1

    Which Algorithm Used??

    • @bkrai
      @bkrai  3 ปีที่แล้ว

      You can refer to this:
      cran.r-project.org/web/packages/prophet/index.html

  • @gabrielfelipetrompiz3103
    @gabrielfelipetrompiz3103 4 ปีที่แล้ว +1

    Where can I find csv files for crypto

    • @bkrai
      @bkrai  4 ปีที่แล้ว

      The link is below this video.

  • @alphar85
    @alphar85 4 ปีที่แล้ว +1

    I have done the exp() for my stock for a year and it gives me an exaggerated number of how much the value of that stock will be. For instance, the stock price now is at 43.03 and in a year's time it shows that it would be at 8103.084. By the way, it also shows me that in 3 days time the price would be 79.83 dollars. can you please help with that ? thank you

    • @bkrai
      @bkrai  3 ปีที่แล้ว

      Usually these are very volatile stocks and forecasting errors are likely to be high.

  • @havacilikveyapayzeka
    @havacilikveyapayzeka 3 ปีที่แล้ว +1

    Thanks for the video Dr. I tried to create the same model for BTC but I had some difficulties with dataset. I downloaded it from Yahoo Finance as csv file and uploaded to R. But in the R it is seen as ch instead of num. How I can solve this problem?

    • @jeremyansbro
      @jeremyansbro 3 ปีที่แล้ว +1

      you use the function as.numeric()

    • @havacilikveyapayzeka
      @havacilikveyapayzeka 3 ปีที่แล้ว +1

      @@jeremyansbro Thank you.

    • @jeremyansbro
      @jeremyansbro 3 ปีที่แล้ว +1

      ​@@havacilikveyapayzeka sure you figured it out during the 3 months ahah

    • @bkrai
      @bkrai  3 ปีที่แล้ว

      Thanks!

  • @marf982b
    @marf982b 2 ปีที่แล้ว +1

    Thx

    • @bkrai
      @bkrai  2 ปีที่แล้ว

      You are welcome!

  • @stelluspereira
    @stelluspereira 5 ปีที่แล้ว

    Prophet method gives error
    m

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Probably there could be some error in previous line of codes. In this code I don't see any error.

    • @stelluspereira
      @stelluspereira 5 ปีที่แล้ว +1

      @@bkrai I downloaded the code from them link
      #
      library(prophet)
      library(lubridate)
      library(ggplot2)
      # Ethereum data
      #data

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      I don't any error in the code.

    • @stelluspereira
      @stelluspereira 5 ปีที่แล้ว +1

      Dr. Bharatendra Rai , thank you , I will try to debug

  • @nanhil3914
    @nanhil3914 5 ปีที่แล้ว +7

    I agree! But I bought myself a PRIZM, and no matter how much I looked at reviews, schools and tools, I still can not say there is something better

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thanks for the comments!

  • @КириллЗолотов-н1в
    @КириллЗолотов-н1в 5 ปีที่แล้ว +2

    И слава богу что они раньше объявились, с таким ростом курса дальше они бы сошли с ума это точно)) PRIZM будущее!!!

    • @bkrai
      @bkrai  5 ปีที่แล้ว

      Thx for comments!