Visualize your data using ggplot. R programming is the best platform for creating plots and graphs.

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  • Опубликовано: 25 дек 2024

Комментарии • 181

  • @RProgramming101
    @RProgramming101  Год назад +4

    Get my FREE cheat sheets for R programming and statistics (including transcripts of these lessons) here: www.learnmore365.com/courses/rprogramming-resource-library

  • @harshanagaraj5048
    @harshanagaraj5048 2 года назад +65

    in 2020, when I was first introduced to R for my master's degree, I only knew how to set a working directory :( I was asked to make a plot of my data and I could not do the simplest of graphs to show. Thankfully, I found this video and was able to conjure a decent graph but it was enough. Today, I do advanced stats on R. My point here, keep working on R every day and little by little you will have climbed a mountain!! Thanks for this video!!

    • @RProgramming101
      @RProgramming101  2 года назад +4

      Thanks for the comment Harsha! I agreee!!

    • @dreameasy3186
      @dreameasy3186 2 года назад

      @@RProgramming101 I've gone through each of your videos and love it! Disappointed there is no link at the end of this one. What happened?

    • @upheaveworker2108
      @upheaveworker2108 Год назад

      Google this --> STHDA for R

  • @atuhacrown
    @atuhacrown Год назад +2

    I am an expert in R data analytics all because of this guy. Legend

  • @pkmitrabotany
    @pkmitrabotany 2 года назад +36

    Way back 2 years ago, when I was struggling to learn R, I saw you gliding like breeze with ggplot2, that helped me a lot, keep making these nice videos, best wishes from another corner of the globe 😇🙏🙏

    • @RProgramming101
      @RProgramming101  2 года назад +1

      Great to hear! Thank you kindly for the wonderful feedback!

  • @evelinealmeidaferreira7187
    @evelinealmeidaferreira7187 3 месяца назад +1

    That is a fantastic class, the way you teach is easy to understand, and I'm immensely grateful for you making these videos.

    • @RProgramming101
      @RProgramming101  Месяц назад

      glad you like the content. Thanks for the comment. More tutorials to come

  • @alexlev4631
    @alexlev4631 2 года назад +4

    I'm waiting for you like a christmas tree and fairy tail. Oh my, you have come at last, my magician R. It' s a real miracle! Thanks!

    • @GregMartin123
      @GregMartin123 2 года назад

      That is the nicest comment that I've read all day. Thanks!! You've made me smile!! :)

  • @Tammy-AnnHusselman
    @Tammy-AnnHusselman Год назад +3

    Thank you so so much for creating this video. You really helped me understand R so much better. I am learning the language for my PhD and it has been very difficult, but watching your videos and following along with you has helped me tremendously. Thank you so much!! I am forever grateful. Before this video, I couldn't produce a graph but now I can all thanks to your videos!! You're awesome and you make learning R really fun. THANK YOU!!!

  • @svenhector762
    @svenhector762 Месяц назад +1

    Hi you are the reason I bought RUclips premium your videos are fantastic. Big thank you. I only wish you hadn't used attached data in some of the first videos as this made it a little confusing as a complete beginner. But I'm over that now. Thanks again.

    • @RProgramming101
      @RProgramming101  8 дней назад

      Oh I'm so glad that you like the content. Thanks so much for the feedback :)

  • @mohammadmusa8065
    @mohammadmusa8065 2 года назад +9

    Love the way you explain the related theories to the topic. You are so motivational.

  • @4minutess
    @4minutess 9 месяцев назад

    Thank you for the great quality content and vdos! you have saved one little soul to pass his first online quiz of Business Analytics this week!

  • @muhammedhadedy4570
    @muhammedhadedy4570 2 года назад

    You made my day. I wait for every single episode of your RUclips channel. Thank you so much for your great videos.

  • @cheukyanwan4847
    @cheukyanwan4847 2 года назад

    Thanks so much for the video! I am an architecture student who always needs to visualize my data and I think the best thing about this video is to teach us when and why do we need to use certain graphs!!!!!!

  • @kvafsu225
    @kvafsu225 2 года назад

    Splendid presentation of ggplot

  • @opal-r2h
    @opal-r2h 2 года назад

    Thanks for this, and for sharing about Nested Knowledge, really needed it now.

    • @RProgramming101
      @RProgramming101  2 года назад

      Our pleasure! Glad it was helpful! You're welcome :)

  • @svenhector762
    @svenhector762 Месяц назад

    Tack!

    • @RProgramming101
      @RProgramming101  8 дней назад

      Hope you have a lovely day .. Do let me know if there is any specific content that you'd like me to create.

  • @bridgettsmith7206
    @bridgettsmith7206 2 года назад

    Thank you for the video. It is a nice overview of plotting with the tidyverse

  • @djangoworldwide7925
    @djangoworldwide7925 2 года назад +3

    You're fantastic, do pay attention that the window you appear in hides a lot of the data you explain

  • @AI_4214
    @AI_4214 2 года назад +1

    Thank you for sharing, amazing graphs.

  • @upomarahman6654
    @upomarahman6654 2 года назад

    You are making learning of R so easy. Good soul you are ^_^

  • @williamouma2045
    @williamouma2045 2 года назад

    this is an exceptionally great work, have gained more insights and new analytical techniques so keep it up and be blessed thank you.

    • @RProgramming101
      @RProgramming101  2 года назад

      So Happy to hear that! You are most welcome!

  • @leonelemiliolereboursnadal6966
    @leonelemiliolereboursnadal6966 2 года назад

    Keep posting these type of videos!

  • @Shawn-gm4cf
    @Shawn-gm4cf 2 года назад +1

    I've been using ggplot/ggpubr for about 6 months and you taught me some new stuff with the packages included in your cheat sheet. Thanks a ton as always!

    • @RProgramming101
      @RProgramming101  2 года назад +1

      Glad you liked it!! Thanks for the feedback!!

    • @upomarahman6654
      @upomarahman6654 2 года назад +1

      @@RProgramming101 Hi! where can I get the cheat sheet?

    • @dennisbazanye7189
      @dennisbazanye7189 2 года назад

      @@upomarahman6654 When you find it please let me know

    • @upomarahman6654
      @upomarahman6654 2 года назад +3

      @@dennisbazanye7189 at the last part there is a link on the top right corner. Click that.

  • @shantanutamuly6932
    @shantanutamuly6932 2 года назад

    Your explanation is excellent. I learnt lots

    • @RProgramming101
      @RProgramming101  2 года назад

      Glad it was helpful! Thank you for the feedback.

  • @TakeFlow1
    @TakeFlow1 2 года назад

    I'm looking forward to the video on analyzing data!

  • @Schmelena
    @Schmelena 2 года назад +1

    Great video as always!! 👍

  • @sohaibezzi2223
    @sohaibezzi2223 2 года назад +1

    We really love this videos I hope you have course in Udemy in the future because your explanation and face expression is more enjoyable

  • @yusmanisleidissotolongo4433
    @yusmanisleidissotolongo4433 Год назад

    You are just a life saver. Thanks so very much!!!!!!!!!!!!!!!!!!!!!!!!

    • @RProgramming101
      @RProgramming101  Год назад

      Happy to help! Thank you for the great feedback.

  • @tuhinsuryachakraborty
    @tuhinsuryachakraborty 6 месяцев назад

    Thanks for this awesome explanatory video

    • @RProgramming101
      @RProgramming101  6 месяцев назад

      You are welcome. Thanks for the comment and feedback.

  • @daniellobo2921
    @daniellobo2921 2 года назад

    Great video as always 🤘🏻

  • @gemon39
    @gemon39 2 года назад +1

    Fantastic video! thanks a lot

  • @NattyGism
    @NattyGism Год назад

    Greg my data hero😍

    • @RProgramming101
      @RProgramming101  Год назад

      You are too sweet Natty - thanks! :)

    • @NattyGism
      @NattyGism Год назад

      @@RProgramming101 I came across a Volcano plots. You could consider making a video of one

  • @coldwarifyful
    @coldwarifyful 2 года назад +2

    I totally love your lectures sir. Sir, please make a series of R required for data analysis, probably including stats as well. My problem is I don't know how much R should I know before applying for data analysts jobs requiring R. You can answer my query in the reply as well.

    • @RProgramming101
      @RProgramming101  2 года назад +3

      hi there - I have videos on stats comming up. I don't know how much R you need to get a job as a data analyst. I work in healthcare and am not very familiar with that job market (sorry). Thanks for your lovely comment and feedback though. Much apprecaited.

    • @maralm3501
      @maralm3501 2 года назад

      @@RProgramming101 I work in healthcare too, sir. What would you say for healthcare, how much R should I know to get a job as a healthcare data analyst? BTW, loooove love your videos on R, please keep it up! Thank you!

    • @coldwarifyful
      @coldwarifyful 2 года назад

      @@RProgramming101 okay. Thank you for your reply. Love from India.

    • @Classical741
      @Classical741 Год назад

      ​@@RProgramming101 In future, perhaps you would be kind enough to not use background music? It would be much appreciated.

  • @anuptirpude7506
    @anuptirpude7506 2 года назад

    Awesome 👏!!

  • @shazam2080
    @shazam2080 2 года назад +3

    Can you please share the link to the cheat sheet? I can't find it on your video description

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi Shazam! Sure. It's at the end of the video but provided it here too colossal-painter-6909.ck.page/46d1729ca2

  • @tripytaka9462
    @tripytaka9462 2 года назад +1

    I've failed and SQL and R paper twice! So pleased I have found your RUclips page. You make it easy to learn. Wish I had found it months ago. Do you have a channel that deals with SQL? Thanks Greg.

    • @etiniakpayang55
      @etiniakpayang55 2 года назад

      data camp would be a great source as you will be practicing as you learn.

  • @LightHouse31073
    @LightHouse31073 2 года назад +3

    Great tutorial. Can I please get the link to the cheat sheet?

    • @RProgramming101
      @RProgramming101  2 года назад

      Thank you for the feedback. Link to the cheat sheet's here colossal-painter-6909.ck.page/46d1729ca2

  • @adrian27feb
    @adrian27feb Год назад +1

    good video

  • @toddczenner
    @toddczenner 7 месяцев назад

    How do you do the stacked distributions?

  • @tanmoychatterjee7922
    @tanmoychatterjee7922 4 месяца назад

    Sir how to done Go and KEGG pathway analysis in R studio. Please make a video on that

  • @aaronadeboye4626
    @aaronadeboye4626 Год назад

    I’m curious, would these graphics be too grandiose for a scientific publication?

  • @peteradu5103
    @peteradu5103 2 года назад

    Nice video… please can you make a video of who to use Rasch analysis and network analysis

  • @dr.anoopkumar3967
    @dr.anoopkumar3967 Год назад

    Nice video sir. Can you suggest any good book on ggplot?

  • @hoangnguyenhuy3500
    @hoangnguyenhuy3500 2 года назад +1

    This is actually amazing video about ggplot in R, thanks alot. However, when i use your cheatsheet link u provided, i haven't seen anything that sent to my email, can u fix this?

  • @dawn123ish
    @dawn123ish 2 года назад +1

    Amazing video as usual! I was looking for the link. Would you mind adding it into the description? Thanks!!

    • @RProgramming101
      @RProgramming101  2 года назад

      Thank you for the feedback. Link to the cheat sheet's here colossal-painter-6909.ck.page/46d1729ca2

    • @baburamchaudhary159
      @baburamchaudhary159 2 года назад

      @@RProgramming101 Sir, have you used Latex to create this pdf (DataVis-Cheat-Sheet) or anything else, please share us?

  • @michaelmakomere1515
    @michaelmakomere1515 2 года назад +1

    Thanks 👍

  • @angelajeanhamilton7147
    @angelajeanhamilton7147 2 года назад

    I was wondering how to pick the colour used in the graph when using it to visually represent a third variable? I was hoping to have a more stark colour scale to really show to the difference. Thanks!

  • @AntonioHernandezEspriu
    @AntonioHernandezEspriu 2 года назад +1

    Hi! Excellent video! I'm sorry but I couldn´t find the R code in the description to produce Density Plots of the temperature dataset. Can you please share the link within the video description? Thanks a lot! GREAT VIDEO!

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi there - you can download the script here: colossal-painter-6909.ck.page/46d1729ca2

    • @AntonioHernandezEspriu
      @AntonioHernandezEspriu 2 года назад

      @@RProgramming101 Thank you!

    • @moisengwa9904
      @moisengwa9904 2 года назад

      Hi Antonio,
      Did you get the cheat sheet? Please kindly let me know. This link below takes you to a page that asks for an email. But I don't get the cheat sheet even though I put in my name and email.

  • @Simon54236
    @Simon54236 Год назад +1

    I've checked my email several times and even my spam folder. Unfortunately I'm unable to get your cheat sheet :(

  • @gonzalosanchezgarcia9136
    @gonzalosanchezgarcia9136 2 года назад

    Hi Greg! Awesome video again! I´m learning a lot using your content so thank you very much.
    Where can I find the cheatseet you mention? It might have been deleted.
    Thank you!!

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi there, Gonzalo. Thank you for your amazing feedback - you can the cheat sheet at the end of the video. Cheers!

  • @dopamining6932
    @dopamining6932 2 года назад

    Is there a keyboard shortcut for %in%? I love ctrl+shift+m for the pipe operator lol

  • @anyijukamark8257
    @anyijukamark8257 Год назад

    thanks indeed, these vids have made me a bit comfortable with r.
    though I will be grateful if you share the link to the cheatsheet.
    be blessed

  • @raylsonmello6742
    @raylsonmello6742 2 года назад +1

    this class is so good!
    Can you make the script available?

    • @RProgramming101
      @RProgramming101  2 года назад +1

      Hi there - yes the script is on the cheat sheet that you can download for free

    • @RProgramming101
      @RProgramming101  2 года назад +1

      Here is the link: colossal-painter-6909.ck.page/46d1729ca2

  • @kofiaful133
    @kofiaful133 Год назад

    Please can you show us how to add two numerical and one categorical

  • @renod42
    @renod42 2 года назад

    What is your philosophy of putting aes on ggplot versus geom_point ?

  • @vrajtalati5300
    @vrajtalati5300 2 года назад

    how to change the color band other than light blue to blue?
    what if I want to assign different colors of years.. how to do that sir?

  • @kyrshan3433
    @kyrshan3433 2 года назад

    Learning so much. Please provide the link for the cheat sheet. I’m unable to find the link. Thanks

    • @RProgramming101
      @RProgramming101  2 года назад

      Glad you find it helpful, Kyr. I have the cheat sheet available that you can get at the end of my video. Thanks

    • @kyrshan3433
      @kyrshan3433 2 года назад

      @@RProgramming101 Ah I've, got it. Had to reopen the video on another device. It seems links don't pop up on downloaded videos. These videos are so good I download each an every one of them. Thanks again!

  • @urmimalapaul2807
    @urmimalapaul2807 2 года назад

    Please do more videos and higher and advanced R programming. You taught me from 0, and now I am able to tell that I know R programming like others, Thank you so much. Please provide the cheat sheet, already tried the link you have given in the comment section but didn't receive any, also checked the spam folder. Kindly help.

    • @RProgramming101
      @RProgramming101  2 года назад

      Thanks for the feedback. Much appreciated. I'm glad that you found it helpful. 🙌🤩 The cheat sheet is at the end of the video, thanks again!

  • @ahmed007Jaber
    @ahmed007Jaber 2 года назад

    Thank you for this. I am doing frequency bar plots and got 250k points and thus counts are long
    When i plot they grt missed up
    How to fix the labels of y scales?

    • @GregMartin123
      @GregMartin123 2 года назад

      I'll create a video that addresses this

  • @johnsonan2359
    @johnsonan2359 2 года назад

    Pls share the very last information about other plots code or the download link. Thank you very very much.😄

  • @r.hainez2131
    @r.hainez2131 2 года назад

    Hello, thank you for this video. At the end, you talk about a link to donwload the DataVis Cheat Sheet but there is no link provided in the description. Could you please add it? :)

    • @RProgramming101
      @RProgramming101  2 года назад

      oh - I am so sorry - the link is right at the end of the video as an end card (on the screen). Let me know if you can't find it and I'll just put the link in here

    • @r.hainez2131
      @r.hainez2131 2 года назад

      @@RProgramming101 It does not seem to work for me, I will try again

    • @r.hainez2131
      @r.hainez2131 2 года назад

      @@RProgramming101 ok, I had to restart but it works as intended, thank you

  • @riteshsharma3627
    @riteshsharma3627 2 года назад

    R runs slow in rstudio desktop. Any solutions? I'm a beginner

  • @chouchoulin1069
    @chouchoulin1069 2 года назад

    Hey Dr.Martin, thank you for your R videos. They really help me a lot in starting R learning. I opened the link you offered and tried more than 3 emails but still cannot get the CheatSheet, even checked my spam folder. Could you please send me in any other way?

    • @RProgramming101
      @RProgramming101  2 года назад

      So happy to hear that! You are most welcome and apologies for the inconvenience.
      You can find the cheat sheet here: colossal-painter-6909.ck.page/46d1729ca2
      Thanks!

    • @juliuskasberger
      @juliuskasberger 2 года назад

      @@RProgramming101 Hi Greg! Same thing happened to me- even though I tried several times, I do not receive an email with the cheat sheet! your videos are great!

  • @galdadi
    @galdadi 2 года назад

    Can you make a video on kaplan meier curves and cumulative incidence using R?

  • @LastRolo0
    @LastRolo0 2 года назад +1

    🏆

  • @oncoproteine
    @oncoproteine 2 года назад

    Could you please make a video about creating age from two columns of dates in a data set? I'll be grateful.
    It's hard for me to understand how to create age and not to lose the ID's from the case/participant. Help!

  • @rana2804
    @rana2804 2 года назад

    Hello, I did not find the gapminder data in tidyverse library

    • @RProgramming101
      @RProgramming101  2 года назад

      you need to install.packages("gapminder")

    • @rana2804
      @rana2804 2 года назад

      @@RProgramming101 Thanks!, it worked.

    • @vlasiuradu5963
      @vlasiuradu5963 2 года назад +1

      @@RProgramming101 Hello, I have the library(tidyverse) and also install.packages("gapminder") running I can view the file. However, I can not find or filter the gdpPercap , lifeExp or any of the other headers. I get Error in filter(gdpPercap < 30000) : object 'gdpPercap' not found. What am I doing wrong? Thank you!

    • @B0bSim0n
      @B0bSim0n 2 года назад

      @@vlasiuradu5963 I have the same problem. Did you find a solution?

  • @karikoga320
    @karikoga320 2 года назад

    Which type plot is the Weight of chicken by feed group

  • @youssefrefaat1594
    @youssefrefaat1594 2 года назад

    Sir thank for the great work
    Do you have content on SPSS/Python?

    • @RProgramming101
      @RProgramming101  2 года назад +1

      Hi there - sorry - only R for now. Happy day. greg

  • @higherconsequences5142
    @higherconsequences5142 2 года назад +1

    The video said the link was available, but it's nowhere in sight. Maybe the guy was trying to point people to his company website, which I have no interest in seeing.

  • @PhutoTuni12
    @PhutoTuni12 2 года назад

    Also I am not able to view gapminder or lincon temperature data set

  • @MuhammadShaan-oj9lf
    @MuhammadShaan-oj9lf 7 месяцев назад

    really good video....but cant find the cheat sheet..:(

  • @B0bSim0n
    @B0bSim0n 2 года назад

    When i filter with filter(gdpPercap < 30000) %>% it says Error in filter blabla : object "gdpPercap" not found.

  • @leoperez6737
    @leoperez6737 2 года назад

    I couldn´t get the cheat sheet. I used 3 email account but I didn't get anything. Is there any other way I could see them?

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi there - I have the cheat sheet available that you can get at the end of my video. You may also check your spam folder in case it went there instead. Thanks

  • @Oliver-Lewis
    @Oliver-Lewis 2 года назад

    i dont understand, my tutor cant explain this to me in a way that makes sense and i have no idea how to transfer this information, sure i can copy your code nd recreate it and i understand how it all works but i need to create graphs like this using my own data that i have imported from excel??????????
    i cant do that when all this datas bulit in and comes through packages and the formatting seems to be completely different

  • @Innoodrr
    @Innoodrr 2 года назад

    love

  • @PhutoTuni12
    @PhutoTuni12 2 года назад

    May I know how to access the echit?

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi Ankush It's at the end of the video but provided it here too colossal-painter-6909.ck.page/46d1729ca2

  • @MohammadSaleem-vl8sn
    @MohammadSaleem-vl8sn 2 года назад

    Machine learning approach in r software please make tutorial

  • @higherconsequences5142
    @higherconsequences5142 2 года назад

    Anyone see the link that was mentioned of the code?

  • @ashcocco3230
    @ashcocco3230 2 года назад

    I think the cheat sheet form is broken. I've tried two email addresses and did not receive it.

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi Ash, apologies for the inconvenience. Have you checked your spam/junk folder? Let me look into this. Thank you for your patience.

  • @azizmouhanna8996
    @azizmouhanna8996 2 года назад

    thanks, but i could not find the link to download the script :(

    • @RProgramming101
      @RProgramming101  2 года назад

      hi there - I have the code available for all of these graphics on a Cheat Sheet that you can get at the end of my Data Visualisation video. Thanks!

  • @moisengwa9904
    @moisengwa9904 2 года назад

    Hi There,
    I have watched this video over 7 times and requested the cheat sheet each time but have not received it yet. Could you please kindly send me the cheat sheet?
    Thanks.

    • @RProgramming101
      @RProgramming101  2 года назад

      Let me see what's gone wrong (sorry about the inconvenience).

    • @urmimalapaul2807
      @urmimalapaul2807 2 года назад

      same here didn't receive the cheat sheet

  • @furaosentu
    @furaosentu 2 года назад

    great video, but the sound was much more pleasant in the other videos. the Ss are very sharp in this one. not ideal for headphones.

  • @ahsanfarooqi6637
    @ahsanfarooqi6637 2 года назад

    hi, where is the link to download cheat sheet??

    • @RProgramming101
      @RProgramming101  2 года назад

      Sorry - its at the end of the video as an end card (on the screen)

  • @samsilarifeen2367
    @samsilarifeen2367 2 года назад

    theres no link for the cheat sheet

    • @RProgramming101
      @RProgramming101  2 года назад

      Hi Samsil. It's at the end of the video but provided it here too colossal-painter-6909.ck.page/46d1729ca2

  • @a-sadeghi-md
    @a-sadeghi-md Год назад

    Why background music?!

  • @keiraferrari7764
    @keiraferrari7764 11 месяцев назад

    Zooming in makes your shared screen much less legible. It becomes pixilated making it harder to read.

  • @Observe411
    @Observe411 8 месяцев назад

    The noises for highlights and screen shifts is distracting.

  • @dreameasy3186
    @dreameasy3186 2 года назад +1

    Ok looks like my comment got deleted. That's not cool Greg, I'm just a lil PhD candidate guy trying to make more graphs and help you help your people. I got your cheat sheets and then immediately unsubscribed to your mailing list. Dang, what a sad moment.

    • @RProgramming101
      @RProgramming101  2 года назад

      I haven't deleted any comments from this channel.

    • @dreameasy3186
      @dreameasy3186 2 года назад

      @@RProgramming101 dang you really doing this huh

  • @mulugetamaru
    @mulugetamaru 2 года назад

    Sorry, where is the cheetsheet?

    • @RProgramming101
      @RProgramming101  2 года назад

      hi there - I have the code available for all of these graphics on a Cheat Sheet that you can get at the end of my Data Visualisation video. Thanks!

  • @sandrayeats5051
    @sandrayeats5051 Год назад

    Don't try and sign up for anything or the cheat sheet you basically get nothing without a membership

  • @MichaelKingsfordGray
    @MichaelKingsfordGray 2 года назад

    I want my money back!

  • @rompstar
    @rompstar Год назад

    "don't do drugs" hahahahaha!

  • @casualgamer1791
    @casualgamer1791 2 года назад

    "Boomshakalaka"?! aaaand I am out.

  • @joto1580
    @joto1580 2 года назад

    I think python is better than R

    • @cheickoumarkouyate8445
      @cheickoumarkouyate8445 2 года назад

      I don't agree with you.
      In my opinion, people don't explore the full potential of R

    • @joto1580
      @joto1580 2 года назад

      @@cheickoumarkouyate8445 well if we talk about potential, i think python has much more. you can build entire websites/dashboards with python and do all the visualization in the same environment...
      and visualizations: there is interactive plotly graphs, graphviz, NetworkX and off course matplotlib ... and many many more libraries for graphs.. and you can combine this visualization with data processing, like Pandas and crazy statistics features, sci-kit-learn for machine learning and much much more... did you check all this things? its crazy, i am telling you .. i also know R a bit (not fully) but i don't see how R can deliver as much potential as Python can.

    • @yaweli2968
      @yaweli2968 2 года назад

      @@joto1580 : I think your argument is ambiguous. Better in what sense? If you are talking about data analysis, visualization and writing of reports, more like what a data scientist will do, then python won’t even put up a challenge to R. It won’t matter wish IDE you are working on, R is just cleaner than python. However, you are talking about an overall universe of programming and using different applications for different purposes, then of course python is your go to guy. R isn’t meant to do what python is designed to do, so why even bring up that argument!