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Amazing to see Hadley's approach and thinking. We need more videos like this. It also shows even Hadley makes silly mistake so remember its ok to get frustated.

naokoktm
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Very nice overview, with something to learn for everyone (the purrr stuff is over my head)! I used to make tons of typos for the pipe operator (%>%) before I discovered RStudio's shortcut (Ctrl+Shift+M / Cmd+Shift+M).

MichaelYKuhn
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We *really* need more videos like this. In fact, we need a series of top R contributors doing exactly this -- showing us how they work. I worry that people don't do this more because they'll be embarrassed if they make mistakes, but that's the part that average users love -- shows then that even R masters get hung up on little stuff like the rest of us.

profdavey
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I wanna thank you for walking us through you process. Please do more.

youngzproduction
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Great video, I learnt so much by just following your iterative problem solving and general thought process. Can't wait for the next video!

superderryo
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It is a great video! Easy to follow too. I liked that it is unedited, so even the (ubiquitous) mistakes are shown! Thanks

nagytamashungary
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You should definitely continue making these videos! Thanks for sharing. Really exciting stuff. TIL how to remove season and level using linear model to leave only trend

dmikno
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That was a great tutorial ...Wish we could see more such videos from the Creator Hadley other than the regular Rconference videos ....

deepakg
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This is one of the better R videos I have seen ... Hadley, make more of them!

somethingnormal
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Thank you very much for this video. This has given us an opportunity to learn from a master like you.

therimalaya
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Pretty and concise coding, easy to use and read... Thanks for sharing.

englianhu
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I appreciate your excellent content +Hadley Wickham. Keep it coming. This is a great channel for #rstats users. The presentation format with +Rstudio, video, and audio optimized for learning will make this a popular channel on +Youtube. CheeRs.

RichGillin
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Thanks for posting this, it was extremely useful! I learned a lot of new tricks, my new favorite being the str_extract() function, and I'll definitely look into the modelR library. Looking forward to the next one!

porlando
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Thank you 🙏 for all your work! You're the reason I'm using R and not python

rashawnhoward
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A must for my students! Excellent illustration how ro use dplyr in combination with ggplot. Speed is perfect since instructions get typed as we go. Also use Rmarkdown don’t bother with scripts. Please, more of this.

michaelrockinger
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Thanks for sharing! I look forward to more videos throughout the year. :)

kevinb
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Sir, thanks for making great R packages (tidyverse) and making data science a fun game. R for data science book is very helpful in analyzing and visualizing data. Please add more videos on data science.

rahulraoniar
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Very nice video! I am getting used to the tidyverse and it's great. Did not know about add_predictions() and add_residuals() but I definitely need to try this out. Please continue making videos like this =)

Somtom
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Excellent video. Many thanks for it, for RStudio which gets better and better, and for the tidyverse. How was the video produced please?

julianstander
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Hi Hadley, thank you for the amazing video. Love it. In the video, you mentioned there is a course which you will go through all the functions. Could i know how can I find that course? Would love to join that course. Thank you!

celinexu