Excel - Time Series Forecasting - Part 1 of 3

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Jalayer Academy

Jalayer Academy

Күн бұрын

Пікірлер: 345
@tansutazegul8297
@tansutazegul8297 4 жыл бұрын
It has been almost 7 years since I graduated MBA classes, you know what, I desperately needed the time series forecasting which I learned back then. Thats exactly what I needed . I have recalled everything thanks to you. The explanation is easy to understand, and very clear.
@fitfirst4468
@fitfirst4468 2 жыл бұрын
Tansu "the bum with bad memory" Tazegul
@TimothyChenAllen
@TimothyChenAllen 11 жыл бұрын
Terrific! I just used the technique from these three videos on a real-world 4-year dataset related to Natural Disasters. The forecast was excellent; I compared the 5th year forecast versus a partial set of actual data from the 5th year, and it fit very nicely! Your explanation was very clear. Thank you so much for sharing this.
@ajayv304
@ajayv304 4 жыл бұрын
Searching for this content from last five years. Thanks a lot.
@rajnajat
@rajnajat 7 жыл бұрын
I disagree with Mr Ivan...... Whatever repetitions you have done not only clarified the subject more, but it also did a bit of revision. One should think about people who are totally alien to the subject , and not about those who know too much ABOUT THE SUBJECT ! I am compelled to say that that the author and commentator of this video is one of the greatest teachers EVER ! ( this is my first video for him, but I am a physician and I know how to evaluate something ! Congratulations to the Jalayer Academy and thanks for being kind to spend your time and money for the common and downtrodden man !
@SophiaBude-l2n
@SophiaBude-l2n Ай бұрын
I think this series is so helpful in breaking down the steps to this process! I especially like the visualization component of adding a graph. Overall, I appreciate the explanation of why each step is taken in this process - I think it makes the whole equation easier to understand.
@Aykeikei
@Aykeikei 6 жыл бұрын
@11:00 why do you take the MVA of 4 quarters and put it in the 3rd quarter location? so you have 2 from the past, 1 current, and the 1 of the future.
@99imelda
@99imelda 5 жыл бұрын
Did you get an answer to this ?
@evob20
@evob20 5 жыл бұрын
I also would like to know why he did this
@dioneharringtonthedionsaur
@dioneharringtonthedionsaur 5 жыл бұрын
@@evob20 at the end of the day it doesn't matter where he places it, it was just to show the average of all four within that quarter. He said it should really be in the middle but the next best visual idea was to put it in the 3rd cell going down. To clarify, the average is all four added together and divided by 4.
@dovendriet7739
@dovendriet7739 5 жыл бұрын
When we use odd no moving average say 3. We need to take the moving average only for 1time that means if we take three quarter moving average of 1,2 and 3 the answer which we get by averaging them needs to be place in the centre that is 2 . But in case of even moving average say 4(1,2,3&4) the centre is 2.5 and the centre for the next observation (2,3,4,5) is 3.5 , that's why we need to do moving average again for 1time by taking the value which we get in 2.5 and 3.5 .Now the centre of 2.5 and 3.5 is 3. Hopes this satisfy you
@jadyndsouza7510
@jadyndsouza7510 2 ай бұрын
@@dovendriet7739 thanks for the clarification buddy :))
@ARIMLEE-i7d
@ARIMLEE-i7d Ай бұрын
Thank you so much for all the lessons you’ve shared. Your clear explanations and dedication have helped me a lot.
@santiagoespinbasany5028
@santiagoespinbasany5028 9 жыл бұрын
I learned more with this three videos than with a bunch of books. Thank you very much!
@joanbadellgiralt3489
@joanbadellgiralt3489 9 жыл бұрын
Very good patates amb suc!!!
@jessicabulger5679
@jessicabulger5679 Ай бұрын
Thank you for all the help this semester, the youtube videos helped a lot! Happy Holidays!
@SUNYULLEE
@SUNYULLEE Ай бұрын
Thank you for this semester ! Your youtube videos were really helpful. Have a great break!
@GIANNAKFOURY
@GIANNAKFOURY Ай бұрын
Thank you for this past semester! Have a good break!
@clivebuhagiar7326
@clivebuhagiar7326 7 жыл бұрын
This series of 3 is fantastic! Thanks so much. It's really straightforward to follow and does exactly what I need.
@raheem201231
@raheem201231 4 жыл бұрын
6 years later, still helpful
@anushamehrishi
@anushamehrishi Ай бұрын
Thank you for your help this semester, it was really fun and the videos/class powerpoints and explanations made statistics way easier!
@ameliakoch3846
@ameliakoch3846 Ай бұрын
Enjoy the holidays, thanks for a great semester! I learned a lot
@flipflip3271
@flipflip3271 Жыл бұрын
Excellent job describing how yo perform a time series analysis. A lot of views but not a lot of subscribers. Support this channel!
@AUDREYTOBIN-jd9zc
@AUDREYTOBIN-jd9zc Ай бұрын
Thank you for all the helpful videos and lessons! Happy holidays.
@mohamednazaralali4441
@mohamednazaralali4441 3 жыл бұрын
Dear Jalayer, I would like to thank you for these productive videos. It exactly step by step which I benefit a lot and I appreciate your patience in doing the video, please keep up the great work.
@engineeringhacks7978
@engineeringhacks7978 4 жыл бұрын
Excellent tutorial, I am power Engineer and i have learned nice skills here... Bravo, get us more...
@terrymchale1605
@terrymchale1605 Жыл бұрын
You saved me bruh! I was struggling with no idea now i can copy paste this, Lifesaver
@YEONWOOYOO
@YEONWOOYOO Ай бұрын
Thank you for all the lessons this semester the youtube videos helped a lot !
@paigedejesus5556
@paigedejesus5556 Ай бұрын
Thank you for these videos they were very helpful throughout the semester. happy holidays
@rachelkuannn
@rachelkuannn Ай бұрын
Thank you so much for a great class! Ive learned a lot and these videos are very helpful!
@dudefromsa
@dudefromsa 5 жыл бұрын
The theory is sharp and precise and the examples are simply to the point. This 3 part video is easy to understand and practise. Highly recommend this time series tutorial
@Inquire98
@Inquire98 4 жыл бұрын
"Thank GOD 🙏🏾", and thank you very much for sharing your support and time 😉 That was REALLY Really really good 👍🏿 Long, but good...
@hessamharandi7954
@hessamharandi7954 7 жыл бұрын
You have the knowledge and know how to teach. Great job and thanks a lot!
@garymcnair2073
@garymcnair2073 10 жыл бұрын
Thank you so much for saving me. I have been struggling with this for a few weeks and this assignment is due on Monday. Until I found your video, I had no clue on how to do my assignment and I am grateful that you took time out to post this because I'm hoping that I can use your example to follow to do my assignment and pass my class. Forever thankful :).
@ANTHONYSALAZARLPZ
@ANTHONYSALAZARLPZ 11 жыл бұрын
thanks for you tutorial jalayer, i just want to know if that example makes up all the ARIMA process thanks again
@tbangera
@tbangera 5 жыл бұрын
Awesome, one of the best explanation on Time Series using Excel, you made it look so simple...
@dhananjaykansal8097
@dhananjaykansal8097 5 жыл бұрын
Just wanna say. May God Bless You! Amen!
@oddstatschannel
@oddstatschannel 5 жыл бұрын
i paused on 16:59.. till now steps are ok to follow..the one thong i cant understand is the positionof the MA & CMA. To start with if we ask MA of 4 why to put it on 3rd cell? My logic would indicate to me to start at cell 4 in your sheet in actual cell E7...Can someone explain to me? Thank you
@ibrahimozturk6147
@ibrahimozturk6147 9 жыл бұрын
Great video series. I have learned and applied in bussiness. I am looking forward to see the R version of the series.
@LIACOLTON
@LIACOLTON Ай бұрын
Great video, using time series forecasting in Excel will help me predict trends and make data-driven decisions in marketing.
@kailashmehta7568
@kailashmehta7568 7 жыл бұрын
Great video ! cover fundamental of forecasting . How to manage forecasting in excel , especially if products or sku is more than 5000.
@claudiaroman917
@claudiaroman917 Ай бұрын
Thank you so much for the videos professor! They were very useful.
@satishb9975
@satishb9975 3 жыл бұрын
Thank you i learnt so much from the videos. I really don't know liked the teaching, tone and the pace is so good to understand easy in details explained you are a great teacher and a gift to the students 👌😀
@amaturetrader1393
@amaturetrader1393 4 жыл бұрын
How can we use this in call centre where we have to forecast interval wise one hour interval..
@sameeroza6588
@sameeroza6588 11 жыл бұрын
Thanks a ton, it was really helpful, however have couple of questions. 1.I have 5 yrs mnth wise gold price data & so for 12 mnth how shud i take the moving avg for e.g. assume data is in C1:C12, so should I take the first average in D12 & drag all the way down? 2.I observed that there is no cyclic effect in the data, so can the above method be still used to go further with the analysis or is there any model that I should use? I need to make a time series analysis on Gold prices &USD Exchnge rate
@elrctron_box3561
@elrctron_box3561 4 жыл бұрын
Which forecasting model are we using over here?
@valentinabaiamonte9495
@valentinabaiamonte9495 5 ай бұрын
What if you have different variables over time that you want to analyse altogether? Can you add other variables to your linear regression? How does it work? Your videos are just GEM, you are such a talented tutor, thank you for you work!
@joebrowning7899
@joebrowning7899 6 жыл бұрын
Awesome job, you saved me a lot of headaches! Thanks so much! You the man!
@logeshraja9416
@logeshraja9416 7 жыл бұрын
Hey thank you , @jalayer academy , Can you please let how did you decide to do Moving average on 4 periods
@allandavis6116
@allandavis6116 7 жыл бұрын
4 periods is one year, the assumption is that the data is cyclic with period 1 year
@shreyasinha4980
@shreyasinha4980 4 жыл бұрын
Thanks for the video. Just wanted to know if I have to do it for a year do I have to take a moving average of 12 months. If so wouldnt it lead to a lot of loss of data?
@Rahulraj1093
@Rahulraj1093 11 жыл бұрын
It was very helpful.....I gone through all 3 videos. Very well explained Thanks you so much
@ROCKONNORG
@ROCKONNORG 6 жыл бұрын
Excellent! Made a very complicated subject easy to understand
@sgteamx
@sgteamx 7 жыл бұрын
Thanks for the video! What types of forecasting is this, and why was it chosen compared to say, exponential smoothing / ARMA / Weighted moving average?
@mohitmayoor8052
@mohitmayoor8052 4 жыл бұрын
Awesome one. Made it completely clear. Thanks a lot sir
@avinashrdy
@avinashrdy 10 жыл бұрын
Great video. Could you also explain the Holt's winter multiplicative model in forecasting using excel? Also, some of the statistics like MAPE using excel?
@kanzakicyn
@kanzakicyn 11 ай бұрын
10 years later, using this for my assignment. Thank you
@rezaulislam3885
@rezaulislam3885 3 жыл бұрын
I did use the technique to forecast the rice of rice and gas over 20 years back data and get good result.
@Flylikea
@Flylikea Жыл бұрын
Thanks, I was looking for an excel version of time series.
@nikhilnayan6003
@nikhilnayan6003 7 жыл бұрын
Thankyou for the video. Really helped me to clear my understanding of time series forecasting.
@ernestoseijas
@ernestoseijas 5 жыл бұрын
Do you have a video that discusses the benefit of daily weekly or monthly forecasting?
@arif28may
@arif28may 4 жыл бұрын
It is extremely illustrative and helpful. Thank you very much
@LuckUzumaki
@LuckUzumaki 4 жыл бұрын
This helped me a lot, i will be using it my final paper. Could you please tell me if there is any article where it explain the methodology or from with book you found it? Thank you for the help
@ayabouain1291
@ayabouain1291 Жыл бұрын
Hey can I use this model to forecast exchange rates over 2 years or more? Thank you for the great content!
@UwaishHusain
@UwaishHusain Жыл бұрын
This what I needed. Great explanation. Thanks a lot
@talebbagazi1435
@talebbagazi1435 5 жыл бұрын
Can you please make a video on how to use the column chart, pie chart, and doughnut cart in a perfect professional method?
@acekinkaid
@acekinkaid 4 жыл бұрын
Great video. Pro tip: Set the playback speed to 1.5 😉
@Damodar.Shetty
@Damodar.Shetty 11 жыл бұрын
Video really helped me very much thanks a ton can you help me with the predictions for hourly in a day
@ojicletus5066
@ojicletus5066 4 жыл бұрын
Hi Jaylayer academy I want to thank U a lot for vedio on time series in excel, is very helpful and more simpler to understand. Thanks for the great work. One more thing, do you also have vedio on ARIMA model with excel
@deepaknarasimham3927
@deepaknarasimham3927 4 жыл бұрын
Hi what version of Excel are you using? If I want to use the same for Excel for Mac please let me know which one to download
@DarraghMurray
@DarraghMurray 7 жыл бұрын
Have you done any videos for the additive (rather than multiplicative) method?
@roryboytube
@roryboytube 6 жыл бұрын
Interestingly if you use a simple average growth extrapolation method you arrive at identical forecasts in under 5 minutes without carrying out all this detail. I'm not sure if that's just a special case with this example but its kind of disconcerting that maybe a lot of this detail is not necessarily getting you a more accurate forecast compared to a simple rule of thumb method?
@arielspalter7425
@arielspalter7425 4 жыл бұрын
Extremely helpful! Thank you very much.
@arijitkumar4763
@arijitkumar4763 10 жыл бұрын
Explained with such simplicity and clarity,, Kudos :)
@lelice01
@lelice01 4 жыл бұрын
does this work for purely anual data?
@aboodshiru
@aboodshiru 5 жыл бұрын
I built forecasting models based on this video.... THANK YOU SO MUCH
@liambrochu740
@liambrochu740 8 жыл бұрын
Which forecasting technique would this be? Would it just be considered moving average?
@amitchakraborty5997
@amitchakraborty5997 8 жыл бұрын
Thank you very much. this is exactly the solution to the problem i was facing. Thanks for the step by step instructions.
@LORENZOMAGTOTO
@LORENZOMAGTOTO Ай бұрын
Thanks for a great class!
@leanaphillip8200
@leanaphillip8200 7 жыл бұрын
awesome lesson! is there any way to include other variables such like economic factors like employment rates ?
@VarayaT
@VarayaT 2 жыл бұрын
Awesome tutorial. Which method of time series forecasting are you using?
@viksabharwal2811
@viksabharwal2811 5 жыл бұрын
Very well explained in a methodical fashion. How do i do a weekly forecast for upcoming years with historical weekly data available for previous 2 years?
@eidilehzan2292
@eidilehzan2292 2 жыл бұрын
Great video!! However may i know what method would this be called?
@kitchendocumentary
@kitchendocumentary 17 күн бұрын
Absolute Life Saver.... thank you.
@milajones7621
@milajones7621 9 жыл бұрын
hi there, thank you for your video. isn't there a forward looking bias to the way you seasonalize the data? In taking MA (4), shouldn't we take the 4th quarter data point form the year prior? thanks again!
@StockSpotlightPodcast
@StockSpotlightPodcast 4 жыл бұрын
BINGO!
@rdjalayer
@rdjalayer 11 жыл бұрын
thanks for watching, and for the comment
@ryedc8674
@ryedc8674 2 ай бұрын
What type of model is this?
@1minuteeconomics
@1minuteeconomics 2 жыл бұрын
If in one year dip is more compared to other years what to do in that case.
@EUNJOOHONG-o7j
@EUNJOOHONG-o7j Ай бұрын
Thank you for your class!
@situmecrois
@situmecrois 11 жыл бұрын
J'adore votre vidéo! Merci beaucoup Monsieur Jalayer :) It really helps me
@chdarmaster
@chdarmaster 11 жыл бұрын
Nice presentation! if you have data of 2 years (like the above -car sales)is it accurate to make a precision for 5 months later? thank you
@guganbabu7929
@guganbabu7929 9 жыл бұрын
Can u please tell me how to predict the month wise data using method. Can u please explain it by an example.....
@priyankamukim1070
@priyankamukim1070 5 жыл бұрын
How to do this for yearly data? And will there be CMA in yearly data where MA taken is for 2 years?
@davidsanderson7948
@davidsanderson7948 Жыл бұрын
Love the explanation of the center moving average and the calculation to correct it for even numbers. I personally think you'd have done better in a real world scenario to just drop down to 3 for the moving average to plot a longer line.
@saiphanitheja4303
@saiphanitheja4303 7 жыл бұрын
May I know the theory and formulae behind this example. I mean what should I search for to get the theory
@badboyambrose
@badboyambrose 9 жыл бұрын
this is just awesome!!! helped me a lot in my work!!!
@mohitmayoor8052
@mohitmayoor8052 4 жыл бұрын
Sir. I am not getting this in your playlist. In which section have u added it. Plz let me know sir
@shraddhadeshmukh9824
@shraddhadeshmukh9824 4 жыл бұрын
I have daily interest rates data of the past 2 years. I want to forecast the daily interest rates for the next 1 year. I don't see any definite trend or seasonality, Can it still be forecasted? Also, what should be my moving average period?
@xinqian8885
@xinqian8885 11 жыл бұрын
Many thanks for your video! It's very clear and easy to understand! Can I ask you a question? There are a few missing in my time series data. Is there any possible that I can still analyse my data?
@berkanatas5515
@berkanatas5515 7 жыл бұрын
thx for the help. I have missed one thing that why have we started from the 3. cell when taking moving average?
@WindaKim
@WindaKim 3 жыл бұрын
yes, why start from 3? @jalayer
@myvinyljourney7908
@myvinyljourney7908 10 жыл бұрын
Can this be used for monthly data for 2-3 years. In that case how should the moving average and the CMA being done. I mean should it be 3 months or 4 months etc.
@kiniviral1258
@kiniviral1258 5 жыл бұрын
Hello sir,can i know what method it is?? for example moving average,or exponential or ARIMA ..cause i want to find article about this kind of forcast..tq sory for disturb you
@tanya.devangi
@tanya.devangi 9 жыл бұрын
Hello I just wanted to know how I should address the above if I have monthly data of last 2 yrs instead of quarterly.. plz help
@DripLocal
@DripLocal 5 жыл бұрын
I am in the process of forecasting retail sales data. If I take a moving average and plot a trend line (against the original sales data) that still has outliers, does this mean I need to increase the MA periods that I am using?
@rdjalayer
@rdjalayer 11 жыл бұрын
glad I could help, thanks for your awesome comment
@Arriyad1
@Arriyad1 3 жыл бұрын
Instead of computing the CMA, would it be feasible to regress instead?
@almightydemons1
@almightydemons1 3 жыл бұрын
Hello, thank you for this amazing video. I have a question: *What if we had 3 years of monthly sales data, and we needed to do a monthly forecast for next 12 months? How would you have approached calculating MA & CMA?*
@SugolItaly
@SugolItaly Жыл бұрын
thank you and I have one question. in this example if we want to sum of sales for each year, how we can do that in excel? I mean for example for yaer 1 and ...
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