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Whole game

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  • čas přidán 18. 08. 2024
  • Briefly showing the "whole game" of data analysis. See code and data at github.com/had...

Komentáře • 49

  • @naokoktm
    @naokoktm Před 6 lety +35

    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.

  • @MichaelYKuhn
    @MichaelYKuhn Před 6 lety +16

    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).

  • @profdavey
    @profdavey Před 6 lety +2

    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.

  • @deepakg8645
    @deepakg8645 Před 6 lety +7

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

  • @dmi3kno
    @dmi3kno Před 6 lety +7

    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

  • @timcole3804
    @timcole3804 Před 6 lety +8

    Really neat - more, more!. Just a comment on the log transformation - log10 is good for large absolute numbers, but (natural) log is better for differences, e.g. residuals. Multiplied by 100 they become percentages - see doi.org/10.1136/bmj.j3683 .

  • @superderryo1
    @superderryo1 Před 6 lety +1

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

  • @nagytamashungary
    @nagytamashungary Před 6 lety +2

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

  • @youngzproduction7498
    @youngzproduction7498 Před 5 lety

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

  • @RichGillin
    @RichGillin Před 6 lety

    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 +CZcams. CheeRs.

  • @therimalaya
    @therimalaya Před 6 lety

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

  • @rashawnhoward564
    @rashawnhoward564 Před 4 lety

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

  • @englianhu
    @englianhu Před 6 lety

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

  • @somethingnormal2388
    @somethingnormal2388 Před 5 lety

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

  • @porlando12
    @porlando12 Před 6 lety

    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!

  • @michaelrockinger
    @michaelrockinger Před 6 lety

    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.

  • @rahulraoniar6069
    @rahulraoniar6069 Před 6 lety

    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.

  • @kevinb4006
    @kevinb4006 Před 6 lety

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

  • @Somtom91
    @Somtom91 Před 6 lety +1

    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 =)

  • @fhlbadenhorst
    @fhlbadenhorst Před 5 lety

    Thank you Hadley

  • @flexolos
    @flexolos Před 6 lety +1

    Absolutely wonderful viedeo!

  • @ProfMuriloJunqueira
    @ProfMuriloJunqueira Před 6 lety +2

    Awesome video! I beg for more!

  • @Codesparker
    @Codesparker Před 5 lety

    Great video, many thanks!

  • @jakebersabe6511
    @jakebersabe6511 Před 2 lety

    The laundry is done.

  • @ForTheWin2007
    @ForTheWin2007 Před 6 lety

    Awesome video! How this one got 1 dislike is beyond me

  • @denispmaciel
    @denispmaciel Před 6 lety

    awesome, hadley!

  • @sagashin4190
    @sagashin4190 Před 6 lety

    Thank you so much!

  • @AM-rb4ps
    @AM-rb4ps Před 6 lety

    more like this please!

  • @RyanAndersonTechnical
    @RyanAndersonTechnical Před 6 lety

    nice. thanks for sharing!

  • @julianstander987
    @julianstander987 Před 6 lety

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

  • @djhernan18
    @djhernan18 Před 6 lety

    awesome!

  • @paul5462
    @paul5462 Před 6 lety +1

    How do you get that tidy tabular output from library() in the console and editing pane?!!!

    • @bf300
      @bf300 Před 4 lety

      YES! I can't figure this out either!

  • @celinexu6598
    @celinexu6598 Před 6 lety

    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!

  • @TifanShu
    @TifanShu Před 6 lety

    Wonderful stuff. I see that my workflow would benefit greatly from me getting acquainted with add_predictions() and add_residuals().

  • @GarethRobins
    @GarethRobins Před 6 lety +1

    What class is this from? How can I take this class?

  • @jackara
    @jackara Před 5 lety

    how does his rstudio have jupyter notebook style kernels in the r script ? the graphics look so slick compaired to my straight-out-of-anaconda version

    • @muesk3
      @muesk3 Před 5 lety

      It's not an R script, it's an Rmarkdown script. Both can launch from Rstudio.

  • @ct0
    @ct0 Před 6 lety

    @Hadley, for the sake of humanity, please keep making videos! (BTW: this may help your TODO: check out OBS and Nohboard czcams.com/video/eWikzJnknUA/video.html)

  • @siqizhang3602
    @siqizhang3602 Před 5 lety

    So hadley's preferred screen ratio is 4:3?

  • @jemus42
    @jemus42 Před 6 lety

    And all this without saving the Untitled1.Rmd - which I keep telling my students never to do 🙃

  • @junjiang6895
    @junjiang6895 Před 6 lety

    Great video. I really hope you could speak a little slower so that I can understand you better.

    • @dmi3kno
      @dmi3kno Před 6 lety

      Use youtube's Speed functionality under Settings button to reduce play speed

    • @junjiang6895
      @junjiang6895 Před 6 lety

      Dmytro Perepolkin Oh I forgot they have the Speed function. Thanks.

    • @osmarluiz9597
      @osmarluiz9597 Před 6 lety

      Alternatively you can turn on the close caption and read.

    • @junjiang6895
      @junjiang6895 Před 6 lety

      Thanks. But that'll be too slow

  • @RavinderRam
    @RavinderRam Před 6 lety

    Hi Sir how's u I am R programmer from india