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

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  • Опубликовано: 10 дек 2024

Комментарии • 155

  • @sahabtim
    @sahabtim 5 лет назад +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 лет назад

      Thx for comments!

  • @prizmbest9543
    @prizmbest9543 5 лет назад +13

    Thank ! great video! review the cryptocurrency prizm!

    • @bkrai
      @bkrai  5 лет назад

      Thanks!

  • @flamboyantperson5936
    @flamboyantperson5936 5 лет назад +3

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

    • @bkrai
      @bkrai  5 лет назад

      Thanks for comments!

    • @ivanboroda2997
      @ivanboroda2997 5 лет назад +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 лет назад

      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 лет назад +3

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

    • @bkrai
      @bkrai  5 лет назад

      Thanks for your comments!

    • @elenaazeva4435
      @elenaazeva4435 5 лет назад

      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.

  • @АнтонАстафьев-й5щ
    @АнтонАстафьев-й5щ 5 лет назад +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.

  • @zouheirhamimaz3729
    @zouheirhamimaz3729 5 лет назад +3

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

    • @bkrai
      @bkrai  5 лет назад

      Thanks for comments!

    • @nanhil3914
      @nanhil3914 5 лет назад +1

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

  • @zsha250c_abc4
    @zsha250c_abc4 5 лет назад +3

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

    • @bkrai
      @bkrai  5 лет назад

      Thanks for comments!

    • @dobermanarchi8157
      @dobermanarchi8157 5 лет назад +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 лет назад +6

      We are waiting for a review of the cryptocurrency prizm

    • @АнтонАстафьев-й5щ
      @АнтонАстафьев-й5щ 5 лет назад +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.

  • @josephjoestar995
    @josephjoestar995 3 года назад +2

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

    • @bkrai
      @bkrai  3 года назад

      You are welcome!

  • @galk32
    @galk32 5 лет назад +2

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

    • @bkrai
      @bkrai  5 лет назад

      Thanks for comments!

    • @vgsholding3123
      @vgsholding3123 5 лет назад +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 лет назад +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!!

  • @TheDebaraj
    @TheDebaraj 5 лет назад +1

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

    • @bkrai
      @bkrai  5 лет назад

      Thanks for comments!

  • @fowobajek
    @fowobajek 5 лет назад +3

    Excellent presentation sir

    • @bkrai
      @bkrai  5 лет назад +1

      Thanks!

    • @marclensus9611
      @marclensus9611 5 лет назад +6

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

    • @АлександрК-й9щ
      @АлександрК-й9щ 5 лет назад +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 лет назад +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 лет назад

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

  • @deepakpanigrahi9601
    @deepakpanigrahi9601 4 года назад +1

    Glad that I found your channel!!

    • @bkrai
      @bkrai  4 года назад

      Welcome!

  • @elenaazeva4435
    @elenaazeva4435 5 лет назад +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 лет назад

      Thx for comments!

  • @todaystrending1992
    @todaystrending1992 4 года назад +1

    Very nic video sir 👌 great learning 👍

    • @bkrai
      @bkrai  4 года назад

      Thanks and welcome!

  • @ivanboroda2997
    @ivanboroda2997 5 лет назад +3

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

    • @bkrai
      @bkrai  5 лет назад

      Thx for comments!

  • @manthangujar1030
    @manthangujar1030 Год назад +1

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

  • @halilyuksel7784
    @halilyuksel7784 2 года назад +1

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

    • @bkrai
      @bkrai  2 года назад +1

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

    • @halilyuksel7784
      @halilyuksel7784 2 года назад +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 года назад

      I'll work on it during summer. Thanks!

  • @JAYPATEL-ih2qm
    @JAYPATEL-ih2qm 2 года назад +1

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

    • @bkrai
      @bkrai  2 года назад

      It uses Generalized Additive Model.

  • @cosimotuena6597
    @cosimotuena6597 4 года назад +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 года назад

      That's correct! Thanks for comments!

  • @NiteshKumar-tj7bc
    @NiteshKumar-tj7bc 5 лет назад +1

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

    • @bkrai
      @bkrai  5 лет назад

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

  • @bassamabdelnabi3117
    @bassamabdelnabi3117 4 года назад +1

    totally awesome thanks so mucj

    • @bkrai
      @bkrai  4 года назад

      Thanks for comments!

  • @mehdi1270
    @mehdi1270 3 года назад +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 года назад

      Thanks for the suggestion!

  • @scottsara123
    @scottsara123 5 лет назад +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 лет назад

      Thanks for your feedback and comments!

    • @sahabtim
      @sahabtim 5 лет назад +2

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

  • @gabrielfelipetrompiz3103
    @gabrielfelipetrompiz3103 4 года назад +1

    Where can I find csv files for crypto

    • @bkrai
      @bkrai  4 года назад

      The link is below this video.

  • @tejasmahade55
    @tejasmahade55 3 года назад +1

    Which Algorithm Used??

    • @bkrai
      @bkrai  3 года назад

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

  • @monaroshdibenam940
    @monaroshdibenam940 4 года назад +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 года назад

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

  • @fajarherdian8641
    @fajarherdian8641 3 года назад +1

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

    • @bkrai
      @bkrai  3 года назад +1

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

    • @fajarherdian8641
      @fajarherdian8641 3 года назад +1

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

    • @bkrai
      @bkrai  3 года назад +1

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

    • @fajarherdian8641
      @fajarherdian8641 3 года назад +1

      @@bkrai thanks you so much sirr 🙏🏻👍

  • @asterlookanalytics9853
    @asterlookanalytics9853 5 лет назад +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  5 лет назад

      It may be due to internet connection.

  • @paulinetan3395
    @paulinetan3395 3 года назад

    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?

  • @sandiprijal9521
    @sandiprijal9521 4 года назад +1

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

    • @bkrai
      @bkrai  4 года назад +1

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

  • @robertmoncriefglockrock8957
    @robertmoncriefglockrock8957 3 года назад +1

    thank you so much. 2026 looks promising

    • @bkrai
      @bkrai  3 года назад

      Welcome!

    • @robertmoncriefglockrock8957
      @robertmoncriefglockrock8957 3 года назад

      @@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 ?

  • @havacilikveyapayzeka
    @havacilikveyapayzeka 3 года назад +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 года назад +1

      you use the function as.numeric()

    • @havacilikveyapayzeka
      @havacilikveyapayzeka 3 года назад +1

      @@jeremyansbro Thank you.

    • @jeremyansbro
      @jeremyansbro 3 года назад +1

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

    • @bkrai
      @bkrai  3 года назад

      Thanks!

  • @alphar85
    @alphar85 4 года назад +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  4 года назад

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

  • @marf982b
    @marf982b 2 года назад +1

    Thx

    • @bkrai
      @bkrai  2 года назад

      You are welcome!

  • @stelluspereira
    @stelluspereira 5 лет назад

    Prophet method gives error
    m

    • @bkrai
      @bkrai  5 лет назад

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

    • @stelluspereira
      @stelluspereira 5 лет назад +1

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

    • @bkrai
      @bkrai  5 лет назад

      I don't any error in the code.

    • @stelluspereira
      @stelluspereira 5 лет назад +1

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

  • @ЗиляХанова-ш2к
    @ЗиляХанова-ш2к 5 лет назад +7

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

    • @bkrai
      @bkrai  5 лет назад

      Thx for comments!

  • @SharlHoover
    @SharlHoover 9 дней назад

    You are doing a great job! Can you help me with something unrelated? I have a SafePal wallet with USDT in it and I have my recovery phrase.{pride}-{pole}-{obtain}-{together}-{second}-{when}-{future}-{mask}-{review}-{nature}-{potato}-{bulb}. How do I transfer them to Binance?

  • @nanhil3914
    @nanhil3914 5 лет назад +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 лет назад

      Thanks for the comments!

  • @КириллЗолотов-н1в
    @КириллЗолотов-н1в 5 лет назад +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 лет назад

      Thx for comments!