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R Markdown TUTORIAL | A powerful tool for LEARNING R (IN 45 MINUTES)

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R for Ecology

R for Ecology

Күн бұрын

Пікірлер: 161
@shakarafa
@shakarafa Жыл бұрын
Really good video. I read some documentation of Markdown, but this was easier to follow and the suggestions were a gift. Thanks for the great content!
@RforEcology
@RforEcology Жыл бұрын
I'm glad to hear that I could help! Thanks for the support.
@phoebe8498
@phoebe8498 Жыл бұрын
My biostatistician (for my thesis) asked me to try Markdown and I had to look for a tutorial. Yours was easy to follow and fantastic! Thank you. :)
@RforEcology
@RforEcology Жыл бұрын
Awesome, I'm glad I could help! Thank you for the support.
@kratos_in_leeds
@kratos_in_leeds Жыл бұрын
I have an assignment deadline in a day. I skipped all the R Markdown sessions, Now seeing his videos with the thought of Binge Watching.
@RforEcology
@RforEcology Жыл бұрын
Well, I hope this video helps you complete it before the deadline. Fingers crossed!
@joaobraganca8509
@joaobraganca8509 2 жыл бұрын
Excellent, the most productive 45 minutes of today. You did it all in one take, nice!
@RforEcology
@RforEcology 2 жыл бұрын
Thank you! I'm so glad you enjoyed the video. :)
@joannedu7454
@joannedu7454 2 жыл бұрын
Best R Markdown TUTORIAL, simple and very effective, thank you a million!
@RforEcology
@RforEcology 2 жыл бұрын
Hi Joanne, I’m glad I could be of help! Thanks so much for your encouragement. If you’re interested, I’ve made an entire course similar to this style of this video over on my website (www.rforecology.com). It covers the basics of R for ecologists, ranging from data visualization to advanced data wrangling. You can also watch the first four lectures in the course for free on this KZfaq channel!
@tamartomaradze6045
@tamartomaradze6045 5 күн бұрын
This was very helpful and well explained! Thanks!
@hairulnizamazmi505
@hairulnizamazmi505 Жыл бұрын
I am taking Google Data Analytics course in Coursera and this video is really helpful and explain much clearer than in the course. Thanks for the teaching!
@RforEcology
@RforEcology Жыл бұрын
No problem! I'm glad I could help.
@nedlin7934
@nedlin7934 Жыл бұрын
that tutorial is not exactly what I am looking for, but I have viewed this 45min video through. Authentically informative!
@RforEcology
@RforEcology Жыл бұрын
Hey, that's still great to hear! If I may ask, what were you looking for? Maybe it's something that I can consider making a video about in the future.
@muhammadzarghamali4804
@muhammadzarghamali4804 Жыл бұрын
Oh my God, it was really great for a beginner. I did`nt saw such a compact tutorial. Very well done boss
@RforEcology
@RforEcology Жыл бұрын
Thank you so much! Always appreciate the support.
@mehedihsust
@mehedihsust 10 ай бұрын
Really a very helpful video. Thank you so much
@RforEcology
@RforEcology 10 ай бұрын
It's my pleasure! Thank you for supporting the channel!
@WOODSTCK73
@WOODSTCK73 8 ай бұрын
Perfect intro for R Markdown. Thank you!
@RforEcology
@RforEcology 8 ай бұрын
No problem, it's my pleasure! Thank you for the kind words and supporting the channel.
@carolharris2401
@carolharris2401 Жыл бұрын
5 minutes into this video and it was more than worth it. Thank you so much
@RforEcology
@RforEcology Жыл бұрын
Awesome, I'm so glad you enjoyed the video!
@richardmusonda3404
@richardmusonda3404 2 жыл бұрын
Excellent video. Well explained. Arguably the best RMarkdown video on youtube.
@RforEcology
@RforEcology 2 жыл бұрын
Thank you for the kind words and support! I'm glad you enjoyed the video.
@coleabrahams9331
@coleabrahams9331 Жыл бұрын
and my very first one
@bushraatfeh1082
@bushraatfeh1082 Жыл бұрын
I am really glad and happy to watch your tutorial. I heard about Rmarkdown recently I wish that I heard about it before it is the best way to learn and organize your codes at the same time
@RforEcology
@RforEcology Жыл бұрын
It's a great tool to have! Just note that sometimes when using R-Markdown, some users have reported the code runs slower than if it was in an R script when there are hundreds of lines. Not when knitting, but trying to run their entire .rmd in R-Studio. It shouldn't be an issue in most cases.
@cyruskavwele5304
@cyruskavwele5304 7 ай бұрын
This was a good referesher coruse for me. Thank you.
@RforEcology
@RforEcology 6 ай бұрын
No problem, that's great to hear! Appreciate you supporting the channel.
@abozzoz
@abozzoz 8 ай бұрын
Wonderful explanation. Thank you!
@RforEcology
@RforEcology 8 ай бұрын
No problem! Thank you for the kind words of support.
@maimanahmansor
@maimanahmansor Жыл бұрын
Thank you!! Im having a job interview for Rmarkdown and you saved my life
@RforEcology
@RforEcology Жыл бұрын
Haha, glad I could help! Thanks for watching.
@martinkasina7942
@martinkasina7942 19 күн бұрын
Great learning and inspiration there.
@bridgettsmith7206
@bridgettsmith7206 2 жыл бұрын
Thank you for this video. I am going to add a table of contents to my future work
@RforEcology
@RforEcology 2 жыл бұрын
Glad it was helpful!
@dipa_nita
@dipa_nita Жыл бұрын
Really cool video! Thanks for making the basics of R Markdown so easy to grasp :)
@RforEcology
@RforEcology Жыл бұрын
It's my pleasure! I'm glad you liked the video, and I appreciate the support.
@abhivishwa112
@abhivishwa112 7 ай бұрын
Superb Video !! Thank You 🙂
@RforEcology
@RforEcology 7 ай бұрын
🙏No problem, thank you for the kind words!
@peteapicella7872
@peteapicella7872 2 жыл бұрын
This was an awesome video. But, I didn't understand what the point of creating an R project was. It sounds like a very interesting concept. If this was the subject of a future video, I would definitely watch!
@RforEcology
@RforEcology 2 жыл бұрын
Hi Pete, awesome inquiry. The point of creating an R project is to properly arrange and organize all files that are related to a specific project you're working on. Basically, all of your related files (scripts, data, output, etc) are packaged into a folder that is easily shared with others. You can check out our blog post here to read more about it: www.rforecology.com/post/organizing-your-r-studio-projects/
@smokybearthebird8642
@smokybearthebird8642 Жыл бұрын
Please keep up the tutorials Thanks for not over complicating, appreciate the help
@RforEcology
@RforEcology Жыл бұрын
Will do! Thank you for the kind words.
@user-cb1qn3ol5k
@user-cb1qn3ol5k 8 ай бұрын
Thanks a lot. Really effective.
@RforEcology
@RforEcology 8 ай бұрын
No problem, it's my pleasure! Thanks for supporting the channel.
@farzadorang
@farzadorang 5 ай бұрын
Very efficient and concise... Thank you
@RforEcology
@RforEcology 5 ай бұрын
Awesome, I'm glad you liked it! Thanks for supporting the channel.
@oscarsibanda9454
@oscarsibanda9454 10 ай бұрын
You Sir are a legend
@RforEcology
@RforEcology 10 ай бұрын
😎 Thank you very much. I appreciate you supporting the channel!
@salitshchory3211
@salitshchory3211 6 ай бұрын
This video is just awesome, thank you so much!
@RforEcology
@RforEcology 6 ай бұрын
It's my pleasure! So glad you enjoyed the video.
@nilosmitabanerjee2492
@nilosmitabanerjee2492 2 жыл бұрын
This is one of the best tutorials! Thank you so much, I thought R Markdown was something really difficult that I would take days to learn but 45 mins is all it took! Thanks for your awesome work. One question though: Is there a way to suppress console output? and only print like the most relevant things like the plots or final output of an inferential stats analysis?
@RforEcology
@RforEcology 2 жыл бұрын
So glad to hear you enjoyed the tutorial! Yes, R Markdown isn't such a scary thing to learn!! Yes, there is a way to suppress console output. Basically, you can add different things to the {r} section that denotes the start of the code chunk. For example, {r, results = 'hide'} will hide the console output. You can check out all the different things you can add here: bookdown.org/yihui/rmarkdown-cookbook/hide-one.html
@nilosmitabanerjee2492
@nilosmitabanerjee2492 2 жыл бұрын
@@RforEcology thanks so much 😊 !
@RforEcology
@RforEcology 2 жыл бұрын
@@nilosmitabanerjee2492 My pleasure!
@sarashoghijavan2382
@sarashoghijavan2382 Жыл бұрын
Excellent tutorial! Thanks!
@RforEcology
@RforEcology Жыл бұрын
Thank you for the kind words. I'm glad you enjoyed it!
@sebastianaraneda8675
@sebastianaraneda8675 Ай бұрын
damn this is pure gold, thank you so much
@RforEcology
@RforEcology 17 күн бұрын
So happy to hear that!
@okpolalinto1900
@okpolalinto1900 4 ай бұрын
insightful Thank you
@RforEcology
@RforEcology 4 ай бұрын
Of course, it's my pleasure!
@Thechasepc
@Thechasepc Жыл бұрын
Thank you for the video! How do you set up a CRAN mirror in R Markdown. Markdown doesn't already come with CRAN installed.
@RforEcology
@RforEcology Жыл бұрын
Glad you enjoyed it! To set up a CRAN mirror, you can either: A) Go to the "Tools" in your top menu bar, then "Global Options", and then click "Packages" on the left column. From here you'll be able to change your CRAN repository. B) Run the function "chooseCRANmirror()". It will print a list of CRAN mirrors to choose from and you simply type the number of the one you'd like!
@titaanthanasiusfomum7132
@titaanthanasiusfomum7132 2 жыл бұрын
Wow, this is a very helpful way to learn R. I really enjoyed it.
@RforEcology
@RforEcology 2 жыл бұрын
So glad to hear! Thanks for the feedback!
@user-dt8ei1wj2x
@user-dt8ei1wj2x Жыл бұрын
Clear and helpful! Thank you so so much!
@RforEcology
@RforEcology Жыл бұрын
Absolutely, it's my pleasure!
@SKM5253
@SKM5253 5 ай бұрын
Thank you very much
@RforEcology
@RforEcology 5 ай бұрын
Of course, it's my pleasure! Thanks for supporting the channel.
@spencer_maiyo
@spencer_maiyo 11 ай бұрын
Opening that chunk was hard for me, thanks for helping🙏
@RforEcology
@RforEcology 11 ай бұрын
Hey, but at least you figured it out! Nice work, and I appreciate the support.
@ifeomajames8702
@ifeomajames8702 3 ай бұрын
Very insightful and concise
@macanbhaird1966
@macanbhaird1966 11 ай бұрын
Thanks for this ---- very useful!
@RforEcology
@RforEcology 11 ай бұрын
That's great to hear! Appreciate the support.
@sigauanvlad1849
@sigauanvlad1849 Жыл бұрын
Nice man! Really appreciate the effort!
@RforEcology
@RforEcology Жыл бұрын
It's my pleasure, I appreciate the support!
@eyadha1
@eyadha1 Жыл бұрын
Great video. Thank you very much
@RforEcology
@RforEcology Жыл бұрын
Glad to hear it! Thanks for the support.
@AliMovasati-yc9gg
@AliMovasati-yc9gg Жыл бұрын
"Tilde" pronunciation really got me rollin over the floor =)
@RforEcology
@RforEcology Жыл бұрын
Haha, it's certainly unique.
@AliMovasati-yc9gg
@AliMovasati-yc9gg Жыл бұрын
@@RforEcology True
@Marie2303able
@Marie2303able 10 ай бұрын
AMAZING!! Thank you!
@RforEcology
@RforEcology 10 ай бұрын
No problem, it's my pleasure! I don't think many people realize how useful R Markdown can be until they've seen someone else use it. Thanks for supporting my content.
@stephenwilliams7494
@stephenwilliams7494 Жыл бұрын
10/10 Thank You....
@RforEcology
@RforEcology Жыл бұрын
It's my pleasure! I'm glad you enjoyed the video and appreciate your support.
@folashadeolaitan6222
@folashadeolaitan6222 Жыл бұрын
This is FAAAAAN........TASTIC! Thank you!
@RforEcology
@RforEcology Жыл бұрын
I'm so glad you enjoyed it!
@folashadeolaitan6222
@folashadeolaitan6222 Жыл бұрын
@@RforEcology I did to be fair. Pls how can i give access to this markdown to people who visit my portfolio website? Can one generate a link to use on the website?
@RforEcology
@RforEcology Жыл бұрын
@@folashadeolaitan6222 That’s a good question. It depends on how you’re hosting your website and, if it’s a service, what the website allows. If you knit the markdown file as an HTML output format, some website hosting services allow you to upload these as a static website. Here’s a link with more information: bookdown.org/yihui/rmarkdown-cookbook/html-share.html Another method would be to knit the markdown file as a PDF and upload it to your portfolio as a viewable document. Hope this helps!
@folashadeolaitan6222
@folashadeolaitan6222 Жыл бұрын
@@RforEcology That’s great, thank you for your response. I will try out both suggestions
@RforEcology
@RforEcology Жыл бұрын
@@folashadeolaitan6222 Glad I could help.
@sanjaisrao484
@sanjaisrao484 2 жыл бұрын
Thank you very much it was very helpful
@RforEcology
@RforEcology 2 жыл бұрын
Thank you so much for your encouragement! I am glad to hear that you enjoyed the video.
@amitrupani9898
@amitrupani9898 2 жыл бұрын
This was really helpful intro 👏 Thanks for sharing. Cheers.
@RforEcology
@RforEcology 2 жыл бұрын
I'm so glad you found this helpful. Thanks for the encouragement and support!
@linamerlotti9620
@linamerlotti9620 3 ай бұрын
Great Video! Thank you!!!
@incanberra
@incanberra 2 жыл бұрын
Useful, clear, well produced lesson. thanks.
@RforEcology
@RforEcology 2 жыл бұрын
Thank you for the kind words. I'm glad you enjoyed it!
@fornello123
@fornello123 2 жыл бұрын
16:20 that character is called a backtick, backquote, grave, or grave accent
@RforEcology
@RforEcology 2 жыл бұрын
Thanks for the tip! Helpful to know the names of things :)
@angie-mx5gv
@angie-mx5gv Жыл бұрын
Thank you so much!!!!!!!!!!!!!!!!!!!!
@RforEcology
@RforEcology Жыл бұрын
No problem! Always appreciate the support.
@mahmoudmoustafamohammed5896
@mahmoudmoustafamohammed5896 2 жыл бұрын
Perfect...Thank you soo much :))))
@RforEcology
@RforEcology 2 жыл бұрын
My pleasure! I'm so glad you enjoyed the video.
@mahmoudmoustafamohammed5896
@mahmoudmoustafamohammed5896 2 жыл бұрын
@@RforEcology It is wonderful. Now I am applying it for my master thesis :))) Thanks to you :)
@RforEcology
@RforEcology 2 жыл бұрын
@@mahmoudmoustafamohammed5896 That's awesome!! Best of luck with the master's thesis :)
@grantrauser9411
@grantrauser9411 2 жыл бұрын
Thank you for this tutorial! Made my life so much easier. The only thing I am having trouble with is using the Pipe operator. I can get the output in the console, but I keep getting the error "could not find function "%>%". I know I have the right packages installed as well . . .
@RforEcology
@RforEcology 2 жыл бұрын
So good to hear that you like the tutorial! Hm...so you're totally sure you have run either of the following lines of code?: library(tidyverse) library(magrittr) The pipe operator comes with the magrittr package, which is folded into the tidyverse. If you're still having trouble, you can email us with a screenshot or a code snippet at luka@rforecology.com and we can help you troubleshoot further.
@sebastineamede6572
@sebastineamede6572 Жыл бұрын
Hi, thanks for the detailed video. Could you make a similar video on how to sync your RMD to GitHub? I use a Mac and it’s almost impossible for me to understand how to do that. Thanks❤
@RforEcology
@RforEcology Жыл бұрын
Hey there, it's my pleasure. It's definitely a topic I have considered making a video on, but at the moment, I do not have exact plans for it yet. If you're looking for a more immediate solution, this guide by Jenny Bryan and his team walks you through how to build a repository, link it to R-Studio, and start pushing all of your revisions to GitHub: happygitwithr.com/rstudio-git-github.html
@afonsoosorio2099
@afonsoosorio2099 Жыл бұрын
Hi Luka, tank you for the informative tutorial. Would you please advise how to get the split screen, showing both scripting window and the Rmarkdowm output side by side.
@RforEcology
@RforEcology Жыл бұрын
Glad you liked it! To have the knitted document in the viewer window instead of a pop-out, you go to Tools -> Global Options -> R Markdown. Then there is a line stating "Show output preview in: ". In the drop-down menu next to it, click "Viewer Pane" and "Apply" in the bottom right and you're all set!
@ameenabdulbarr8342
@ameenabdulbarr8342 Жыл бұрын
super man
@RforEcology
@RforEcology Жыл бұрын
Thank you, I appreciate the support!
@avshalomkoren9104
@avshalomkoren9104 Жыл бұрын
Thank you Luka for this great video! what should I do to see the result in the viewer window as you did?
@RforEcology
@RforEcology Жыл бұрын
It’s my pleasure. To have the knitted document in the viewer window instead of a pop-out, you go to Tools -> Global Options -> R Markdown. Then there is a line stating "Show output preview in: ". In the drop-down menu next to it, click "Viewer Pane" and "Apply" in the bottom right and you're all set!
@avshalomkoren9104
@avshalomkoren9104 Жыл бұрын
@@RforEcology thanks! It works.
@RforEcology
@RforEcology Жыл бұрын
@@avshalomkoren9104 Super! Now you're all set to make some terrific Markdowns!
@gabriels287
@gabriels287 Жыл бұрын
` this is a grave accent (the one used to insert the R code inside R Markdown as in ```{r}) ' this is a straight apostrophe or a straight single quotation mark ‘ this is a curly opening single quote ’ this is a curly closing single quote or a curly apostrophe
@RforEcology
@RforEcology Жыл бұрын
Awesome! Thank you for the quick reminder.
@OyaSanl
@OyaSanl 2 жыл бұрын
Thanks, this helped a lot.
@RforEcology
@RforEcology 2 жыл бұрын
So glad to hear! Thank you for the support!
@unodaamos2741
@unodaamos2741 Жыл бұрын
How can i show only my r - code output on word_document.
@RforEcology
@RforEcology Жыл бұрын
That's a great question. You can knit your code into a Word document if you click the down-pointing arrow next to the "Knit" button and click "Knit to Word".
@ameenabdulbarr8342
@ameenabdulbarr8342 Жыл бұрын
I'm analyzing a data file in r so i tried putting some code in rmarkdown and it keeps giving me an error of object x not found.
@RforEcology
@RforEcology Жыл бұрын
Hey there, that error usually comes from trying to call/reference an object that was not properly defined. This could be due to the names not being the same, accidentally not running the line where you define the variable, or some other less common issues. One way you can check if the object you are trying to call is in your environment is by running "ls()" in your console. This will list all the objects currently saved in your environment to see if maybe it's under a different name (capitalization and spacing matters) or possibly wasn't saved.
@ameenabdulbarr8342
@ameenabdulbarr8342 Жыл бұрын
@@RforEcology thanks very much
@RforEcology
@RforEcology Жыл бұрын
@@ameenabdulbarr8342 No problem, glad I could help. Appreciate you watching the videos!
@apatchy0664
@apatchy0664 Жыл бұрын
I have been set a task to use R markdown. I have been asked to hide all my code in the HTML - any idea of how to do this?
@RforEcology
@RforEcology Жыл бұрын
That's a great question! You can hide your code in the final document/webpage and still show your result by putting "echo=FALSE" in the chunk header. It would look something like this: " ```{r, echo=FLASE} "
@sophiemainz2791
@sophiemainz2791 Жыл бұрын
Super well done! Could you add the link to the cheat-sheet? :)
@RforEcology
@RforEcology Жыл бұрын
Thank you so much! Always appreciate the support. The R Markdown cheat sheet can be found here: github.com/rstudio/cheatsheets/raw/main/rmarkdown-2.0.pdf
@TheJacov
@TheJacov Жыл бұрын
The weird quote is called a backquote, ot some folk call it a backtic. Just fyi😀
@RforEcology
@RforEcology Жыл бұрын
Thanks for the tip! It's always helpful to know the name of things, haha.
@TheJacov
@TheJacov Жыл бұрын
@@RforEcology Yep, makes it easier to talk about stuff when you have the words.
@ayeshazafar5610
@ayeshazafar5610 10 ай бұрын
After knitting it to pdf it appears to downloaded tinytex i've installed and executed it but still it appears to download it first...any solution plz
@RforEcology
@RforEcology 10 ай бұрын
Huh, that's interesting. A few questions so I can try and help figure this out: 1) Are you still able to knit a PDF, or does it not actually output a file? 2) Have you installed both tinytex and LaTeX and are they both updated to the latest versions? 3) Are you getting any error messages when you try to knit it?
@ayeshazafar5610
@ayeshazafar5610 10 ай бұрын
@@RforEcology Thanks for your reply.. I've successfully knitted my file as the error was asking to restart r or reinstall the package after doing reinstallation it is working well..
@RforEcology
@RforEcology 10 ай бұрын
@@ayeshazafar5610 Oh good! I'm glad you were able to work it out. Happy coding!
@user-cp7be9uh8l
@user-cp7be9uh8l Жыл бұрын
Which R theme are you using in your R Studio?
@RforEcology
@RforEcology Жыл бұрын
Hey there! It's one of the built-in R themes called Solarized Dark.
@franziskameiners4993
@franziskameiners4993 Жыл бұрын
amazing!
@RforEcology
@RforEcology Жыл бұрын
Thank you! So happy that you liked it.
@amrender0694
@amrender0694 Жыл бұрын
Install packages in R
@RforEcology
@RforEcology Жыл бұрын
Hey there! I actually cover installing and loading packages in my video "Tutorial on 80% of everything you will EVER need to know in R (for ecology)", which you can find here: kzfaq.info/get/bejne/mreVZr1ozbirYac.html
@alternativerock100
@alternativerock100 Жыл бұрын
Do you know how to get Bash chunks to work on Rmarkdown? I keep getting this error: "'bash' is not recognized as an internal or external command, operable program or batch file." I have bash installed on my computer, but I don't know how to get R to recognize it.
@RforEcology
@RforEcology Жыл бұрын
shoot me an email at luka@rforecology.com
@madiyarsuleimen9666
@madiyarsuleimen9666 Жыл бұрын
👍👍👍👍
@RforEcology
@RforEcology Жыл бұрын
Thanks for the support!
@kavehbekhrad1576
@kavehbekhrad1576 Жыл бұрын
Thanks for the video. But where is the link for the Rmasrkdown Cheetsheet?
@RforEcology
@RforEcology Жыл бұрын
Glad you liked it! The latest R Markdown cheat sheet can be found here: raw.githubusercontent.com/rstudio/cheatsheets/main/rmarkdown.pdf
@tejasdahra748
@tejasdahra748 2 жыл бұрын
How can you use dataset in environment and get it summary
@RforEcology
@RforEcology 2 жыл бұрын
Hi Tejas, thanks for your question! Once you load a data set into your R environment, you can just use the function summary(your_data) to get basic statistics (mean, median, max) for each of your data's columns. Alternatively, you can use the function str(your_data), which describes the structure of your data frame. I hope I understood your inquiry correctly; hope this helps! Let me know if you have any other questions.
@forheuristiclifeksh7836
@forheuristiclifeksh7836 9 ай бұрын
16:00
@forheuristiclifeksh7836
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