Plotly Tutorial 2023

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  • เผยแพร่เมื่อ 14 ต.ค. 2024

ความคิดเห็น • 270

  • @derekbanas
    @derekbanas  4 ปีที่แล้ว +45

    00:00 Intro
    00:14 What is Plotly?
    00:38 Installation
    01:51 Imports
    03:49 Basics
    05:41 Line Plots
    06:19 Built-in Datasets
    07:41 Multiple Plots
    09:04 Styling Plots
    12:01 Style Grids
    17:45 Query Data
    26:07 Scatter Plots
    32:43 Pie Charts
    34:27 Colormaps
    39:45 Histograms
    44:28 Box Plots
    52:30 Violin Plots
    58:12 Density Heatmap
    1:01:30 3D Scatter Plots
    1:02:48 3D Line Plots
    1:03:35 Scatter Matrix
    1:04:21 Map Scatter Plot
    1:06:38 Choropleth Maps
    1:09:17 Polar Chart
    1:11:50 Ternary Plot
    1:13:24 Facets
    1:18:17 Animated Plots

    • @StEvUgnIn
      @StEvUgnIn 2 ปีที่แล้ว

      1:53 You know Jupyter can install packages, right?

    • @sibasankar3416
      @sibasankar3416 2 ปีที่แล้ว

      @@StEvUgnIn how to change x and y range ?

    • @StEvUgnIn
      @StEvUgnIn 2 ปีที่แล้ว

      @@sibasankar3416 I don't understand what you ask. You have to be more specific. x and y can be whatever you want.

  • @ThomasBiju
    @ThomasBiju 4 ปีที่แล้ว +50

    Hey Derek, just wanna say that you are extremely amazing and dedicated individual. Thank you for these tutorials, man. Really appreciate it.

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +6

      Thank you for taking the time to write such a nice message :) I'm very lucky to be able to make these videos.

    • @terraflops
      @terraflops 4 ปีที่แล้ว +2

      @@derekbanas smartest decision was subscribe to your channel years ago

  • @redfordwilson5042
    @redfordwilson5042 4 ปีที่แล้ว +43

    This channel is absolutely priceless

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +3

      Thank you for the nice compliment :)

  • @martinsenger
    @martinsenger 2 ปีที่แล้ว +7

    Dude, congratulations on pulling out such a fantastic tutorial!!! I am very happy to have found this video. Your pace, tempo, and way to explain this subject was great in my opinion.

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you for the nice compliment :) I'm happy you liked it

  • @ritzg98
    @ritzg98 ปีที่แล้ว +1

    Hi Derek, fabulous video. Thanks for this, I'm learning a lot about plotly with just this video.
    Just wanted to let you know that your labels parameter shown at around 7:40 in the video actually does not change the labels. We are still seeing 'date' for the x axis and 'GOOG' for the y axis.
    You have to refer to the axes by the names of the columns.
    This works for the labels parameter:
    labels={'date': 'Date', 'GOOG': 'Price'}

  • @monkeyofwar6818
    @monkeyofwar6818 ปีที่แล้ว +3

    1:03:30 you're not sitting in the basement talking to yourself. This video is one of the most interesting things I've seen in a long time

  • @fiandrhi
    @fiandrhi 5 หลายเดือนก่อน

    Another great tutorial, Derek. Thank you. I like how comprehensive your review is of all the different kinds of plots.

  • @michaelpurtell6157
    @michaelpurtell6157 2 ปีที่แล้ว +4

    Thank you, Derek, for the great tutorial. I learned more typing along with your explanations, and debugging my own errors. All of the visualizations work. Can't wait to apply this to my day job.

  • @salvadorlopezdeazua429
    @salvadorlopezdeazua429 7 หลายเดือนก่อน

    Hi Derek. This is a stupendous tutorial! I've subscribed to your channel and look forward to more quality content from you.

  • @njsteere
    @njsteere 2 ปีที่แล้ว

    Watched the whole think and coded along. THANK YOU Derek. That is one slick library

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you for taking the time to tell me you liked it :)

  • @iamfavoured9142
    @iamfavoured9142 2 ปีที่แล้ว +1

    This video is so helpful and priceless!
    Thank you for all the time, research and hard work you put into making this happened!!
    You just gained a subscriber from Nigeria!💙

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you for the nice compliment :)

  • @shivampradhan6101
    @shivampradhan6101 4 ปีที่แล้ว +2

    Derek just wants to tell you when I was in my college I used to watch your one video lecture to learn the basics of coding. I got a job but in my data science journey, I miss these type of good videos which cover everything .finally you have made videos of data visualization libraries and pandas. Thanks for your great work.

  •  8 หลายเดือนก่อน

    Thank you for this great video, it's always great to see most of the options a library contains!

  • @ibrahimhaizel6856
    @ibrahimhaizel6856 2 ปีที่แล้ว +3

    What a legend! Great tutorial Derek. Would love to see a part two incorporating dash. Appreciate you sharing all these amazing tutorials, you’re helping out a lot of people more than you know.

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว +2

      Thank you for taking the time to say that I helped :) I definitely plan on covering Dash very soon because it is an amazing tool!

    • @madeeasy7148
      @madeeasy7148 2 ปีที่แล้ว

      @@derekbanas Hi Derick! awesome man thank you, this is very helpful! have you done one on dash as well? I would defo transfer some donation to you if you have!

  • @cheeseuspizzas
    @cheeseuspizzas 2 ปีที่แล้ว +1

    I loved the video tutorial. I knew the basics of plotly before this but feel far better versed now and am looking forward to applying these visualizations to my own projects. I'll try to take on a dendrogram next...

  • @Youyouber1
    @Youyouber1 2 ปีที่แล้ว

    Awesome tutorial for a matplotliber that never uses plotly! Thank you 😊

  • @mattjackson7445
    @mattjackson7445 2 ปีที่แล้ว

    So glad I found this video. Perfect introduction to plotly and just what it is capable of.

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      I'm very happy that I could help :)

  • @mnsvcar9900
    @mnsvcar9900 ปีที่แล้ว

    Thank you for sharing knowledge. This is amazing.

  • @filmonseare4597
    @filmonseare4597 6 หลายเดือนก่อน

    well structured, Very useful! thank you !

  • @paulmathew1214
    @paulmathew1214 2 ปีที่แล้ว

    Awesome video. Thanks Derek

  • @danielflorea4217
    @danielflorea4217 2 ปีที่แล้ว +1

    Super well structured, going through many types of graphs. Very useful!

  • @lakshya8038
    @lakshya8038 4 ปีที่แล้ว +3

    I can never get enough surprised from you!!!!

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +1

      Thank you very much :)

  • @MrBluePatriot
    @MrBluePatriot 2 ปีที่แล้ว

    Awesome tutorial Derek, i learned alot. Thanks for doing this and making it available here.

  • @bacon_sammich2845
    @bacon_sammich2845 2 ปีที่แล้ว

    Absolutely fantastic video; thanks for sharing your knowledge!

  • @bobmullaney
    @bobmullaney 4 ปีที่แล้ว +1

    Great, practical and useful video! Thank you.

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว

      Thank you very much :)

  • @annaz6704
    @annaz6704 8 หลายเดือนก่อน

    Thanks for this video, you helped me to undeerstand plotly better :)

  • @SmithHayward
    @SmithHayward 5 หลายเดือนก่อน

    You are not alone in your basement talking to yourself... ;) This is a fantastic overview of Plotly - I'm looking forward to digging into some sample data sets to see what it's fully capable of.

  • @Davidkiania
    @Davidkiania 2 ปีที่แล้ว +6

    This is pretty awesome love it. Could be a full Udemy course. ☺️

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว +6

      Thank you :) Got too love free education

  • @cesareangeli6653
    @cesareangeli6653 4 ปีที่แล้ว +1

    I've benefited from many "... in one video" videos of yours, thank you!
    Have you considered a similar tutorial about Asymptote, the graphic language?

  • @hiteshvinjamuri4980
    @hiteshvinjamuri4980 3 ปีที่แล้ว +1

    hey, Derek the explanation is really superb would you mind sharing the Jupyter notebook which you just explained?

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว +1

      Thank you very much :) I always include the link in my descriptions github.com/derekbanas/plotly-tutorial

  • @LerenaHolloway
    @LerenaHolloway 3 ปีที่แล้ว

    Absolutely the most useful plotly tutorial out there. Thanks for putting this together!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว +1

      Thank you for the very nice compliment :)

  • @ericgerson2292
    @ericgerson2292 2 ปีที่แล้ว

    This was awesome. Thanks Derek

  • @bijoysaraf650
    @bijoysaraf650 3 ปีที่แล้ว

    Derek, As always, outstanding! Thank you for sharing your knowledge.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you very much :) I’m happy you enjoyed it

  • @oscararmandocisnerosruvalc8503
    @oscararmandocisnerosruvalc8503 3 ปีที่แล้ว

    The best video I´ve seen !!!
    You got a new subscriber.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I have a ton of data science videos. Here are the ones similar to this :
      NumPy in One Video : th-cam.com/video/8Y0qQEh7dJg/w-d-xo.html
      Pandas in One Video : th-cam.com/video/PcvsOaixUh8/w-d-xo.html
      Matplotlib in One Video : th-cam.com/video/wB9C0Mz9gSo/w-d-xo.html
      Seaborn in One Video : th-cam.com/video/6GUZXDef2U0/w-d-xo.html
      Plotly in One Video : th-cam.com/video/GGL6U0k8WYA/w-d-xo.html
      Time Series Analysis : th-cam.com/video/PpnoNZYce_c/w-d-xo.html
      Probability in One Video : th-cam.com/video/sEte4hXEgJ8/w-d-xo.html
      Statistics in One Video : th-cam.com/video/tcusIOfI_GM/w-d-xo.html

  • @karldewit6568
    @karldewit6568 หลายเดือนก่อน

    Thank you for your videos I’ve learned so much from you

  • @djbassel
    @djbassel 3 ปีที่แล้ว +2

    Thanks, Derek, for the great tutorial. What’s the best way to publish the plots as a dashboard? Also, can I add these plots to Tableau?

  • @nickt423
    @nickt423 3 ปีที่แล้ว +2

    @20:35 Derek, what would I do to change the colors of that stacked plock. For instance green for Male, red for female.

  • @MuhammadAhmad-bx2rw
    @MuhammadAhmad-bx2rw 4 ปีที่แล้ว +7

    Please make a master series of web scrapping With python

  • @elimoslemi4426
    @elimoslemi4426 2 ปีที่แล้ว

    Thank you for this tutorial. Very useful.

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you :) I'm happy I could help

  • @savepalestineuyghurs7735
    @savepalestineuyghurs7735 2 ปีที่แล้ว

    Thankyou from the bottom of my heart

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you for taking the time to tell me I helped :)

  • @Kevinschart
    @Kevinschart ปีที่แล้ว

    I've never seen that 3d chart from the intro. that thing is sick!

  • @hashmarker4994
    @hashmarker4994 3 ปีที่แล้ว

    Thanks a lot Derek.You are Incredible!!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว +1

      Thank you :) I’m very happy that I could help

  • @wheaten1
    @wheaten1 6 หลายเดือนก่อน

    Fantastic tutorial thanks

  • @stepantoman4694
    @stepantoman4694 ปีที่แล้ว

    Thank you!

  • @digigoliath
    @digigoliath 3 ปีที่แล้ว

    Awesome!!! TQVM!!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I'm happy you enjoyed the video

  • @dataprofessor_
    @dataprofessor_ 2 ปีที่แล้ว

    I love your tutorial. Could you add advanced Plotly tutorial with interactive drop-downs options filtering dataframe while selecting and other advanced features?

  • @masalaaa3
    @masalaaa3 3 ปีที่แล้ว +2

    Thanks for the informative tutorial!
    Do you know if it's possible to animate data in the form of a heatmap with simple syntax like you did with a scatter plot in the end?

  • @Maik.iptoux
    @Maik.iptoux ปีที่แล้ว

    Nice Video, many stuff, butt important thing is missing, where and how to deploy the map? How to show to public/how make it available via http and so deployment stuff.

  • @ahmadnadeem870
    @ahmadnadeem870 2 ปีที่แล้ว

    Fantastic. Keep it up

  • @VC-dm7jp
    @VC-dm7jp 2 ปีที่แล้ว

    Can't thank you enough!! You just made my day.

  • @rubayetalam8759
    @rubayetalam8759 3 ปีที่แล้ว

    There's so much thinks to learn! Thanks!

  • @someshroutray937
    @someshroutray937 4 ปีที่แล้ว +3

    Derek. It is just priceless! ❤️

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว

      Thank you :) I'm happy you liked it

  • @shashikantrrathod3617
    @shashikantrrathod3617 2 ปีที่แล้ว

    Hi, Your lectures are really useful to create dashboards using plotly dash in efficient way. Just have one questions ? How we can export these dashboards either in PDF or PPT using dash?

  • @calebreigada210
    @calebreigada210 2 ปีที่แล้ว

    Great tutorial. Thank you!

  • @ryan_chew97
    @ryan_chew97 3 ปีที่แล้ว

    Derek you are OP. 1.5hour super dense tutorial is basically OP, I learned MPL and SNS in a day from beginner to decent.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I'm happy the videos helped

  • @rodriguin2810
    @rodriguin2810 3 ปีที่แล้ว +1

    Thanks for the free and extremely amazing content!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      It is my pleasure to help :)

  • @cobbdouglas690
    @cobbdouglas690 ปีที่แล้ว

    How do we save the choropleth map as a .png? Can you direct me to any resources? Can't seem to find much on this topic.
    Great video! Thanks!

  • @LeMinecrafteurCool
    @LeMinecrafteurCool 2 ปีที่แล้ว

    Thanks for this awesome video!

  • @RobertAlexanderRM
    @RobertAlexanderRM 2 ปีที่แล้ว

    Great intro, thanks a lot. I am interested in the interactive layouting and exploration of graphs (labebled nodes connected by labeled edges). Can you recommend libraries/approaches for thsi task?

  • @stanisaws.2011
    @stanisaws.2011 2 ปีที่แล้ว

    That is great! Thank you!

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      I'm happy I could help :)

  • @yuning1910
    @yuning1910 3 ปีที่แล้ว +1

    Awesome video tutorial. Can you do a video on Dash?

  • @SlazeM7
    @SlazeM7 4 ปีที่แล้ว +2

    Nice. It is finally here!
    Excited to get started

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว

      I hope you find it useful :)

  • @mahdizare3226
    @mahdizare3226 8 หลายเดือนก่อน

    thanks a lot sir

  • @20human00
    @20human00 2 ปีที่แล้ว

    god bless you! thanks so much!

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you for the nice message :) I'm happy you found it useful

  • @juliusau1860
    @juliusau1860 2 ปีที่แล้ว

    Awesome stuff!

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you very much :)

    • @juliusau1860
      @juliusau1860 2 ปีที่แล้ว

      @@derekbanas Do you have a lesson on dropdown boxes? I have a data set and I can't use the normal programming way to make the graphs interactive.

  • @JinskuKripta
    @JinskuKripta 4 ปีที่แล้ว +1

    Hi Derek, can you make a tutorial of Rust in 2020? Because the one you have in your channel is a little bit old and big companies like Apple, Microsoft and the FSF are interested in the use of Rust for their low level systems.

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +1

      Hi, I'll see what I can do. Thank you for the request

  • @SumukaG
    @SumukaG 3 ปีที่แล้ว

    2:56 *starts sounding like a Robot* . Jokes apart, you're the BEST. Thank you so much for the video.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I feel like a robot some times

  • @andrewilliams2378
    @andrewilliams2378 2 ปีที่แล้ว

    Hello Derek, is it possible to do a tutorial on click events? Trying to figure out how to display a datatable on the dashboard when the user clicks on a data point in a scatter point. So if user was looking at gapminder data, when user clicks on let's say an "Asia" data point in a scatter, then in the row below all the "Asia" related rows are shown.

  • @amranazad4540
    @amranazad4540 3 ปีที่แล้ว +1

    Hey Derek, you are not in your basement taking to yourself. Thank you for these tutorials, man.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว +1

      Thank you for taking the time to tell me you enjoy the videos :) I appreciate it!

  • @erdemurun
    @erdemurun 3 ปีที่แล้ว

    Thank you very much, this is a priceless share, I was looking forward to it long time.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I'm happy you enjoyed it

  • @joseberlines-l4f
    @joseberlines-l4f 2 ปีที่แล้ว

    really great tutorial. in one go and so much. at the beginning of the video you say the code (notebook) will be available. can you or anyone provide a link to github repo? thx a lot

  • @daydreamerforex3720
    @daydreamerforex3720 3 ปีที่แล้ว

    what a great great tutorial and I am sold
    thank you !!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I'm happy it helped

  • @rabiranjantripathy588
    @rabiranjantripathy588 3 ปีที่แล้ว

    Amazing video

  • @nickt423
    @nickt423 3 ปีที่แล้ว

    Derek, you are a boss! Thanks for the tutorial.

  • @mohammedjato455
    @mohammedjato455 3 ปีที่แล้ว

    It's very good

  • @madeeasy7148
    @madeeasy7148 2 ปีที่แล้ว

    Hi man, thanks very much for this, its a great reference to see how things work. Great teacher.

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Thank you very much :) I'm happy I could help

  • @hantarosi20
    @hantarosi20 2 ปีที่แล้ว

    You are not alone in the basement! )) Thanks a lot for the tutorial!

    • @hantarosi20
      @hantarosi20 2 ปีที่แล้ว

      Just bought your Udemy course for me and my twin brother! I really appreciate your work! Will let you know when we are done.. it will take a while as it has sooo much content :D

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว +1

      Thank you so much :) I greatly appreciate it! Yes the only complaints I ever get is that the course is too long. I hope you and your brother enjoy it

  • @anthonyjs8048
    @anthonyjs8048 2 ปีที่แล้ว

    Thanks for this! Do you have a video that shows how to display a graph that updates itself real time with streaming data?

    • @derekbanas
      @derekbanas  2 ปีที่แล้ว

      Happy to help :) In my next video I'll show how to do that

  • @rajav4861
    @rajav4861 4 ปีที่แล้ว +1

    Thanks a LOT!!!

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +2

      I'm very happy I could help :)

  • @rsthakur88
    @rsthakur88 3 ปีที่แล้ว

    Thanks for the very nice presentation. Please do me a favor to eliminate the error"name 'go' is not defined" while creating a pie chart.

  • @blueanalytics2886
    @blueanalytics2886 3 ปีที่แล้ว

    this is the best tutorial ever. Thanks a lot man, I really appreciate it.

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) I'm very happy that it helped

  • @anindasadman443
    @anindasadman443 4 ปีที่แล้ว +2

    Would be beneficial if you could upload a sklearn tutorial cause i love how you explain things.

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +4

      That tutorial is coming very soon

    • @anindasadman443
      @anindasadman443 4 ปีที่แล้ว

      Awesome!!!

    • @anindasadman443
      @anindasadman443 4 ปีที่แล้ว

      Make one on Linear Algebra for Machine Learning as well need it badly.

  • @KevinS47
    @KevinS47 2 ปีที่แล้ว

    Hey man, been a while since you uploaded, however I got a question: is there a way to do Polar Plots in 3D (i.e. cylindrical coords)? I need this for my thesis project ! Thanks.

  • @rajeevmenon1975
    @rajeevmenon1975 3 ปีที่แล้ว

    Hi Derek, I am yet to finish your video, but I need clarification if I can see the data fixed on markers in place of seeing it on hovering on the same

  • @carlospulidoescalante7540
    @carlospulidoescalante7540 2 ปีที่แล้ว

    Any information on defining outliers in a scatter plot and making them a different color than the rest?

  • @ewaschenko
    @ewaschenko 2 ปีที่แล้ว

    I think a Dash tutorial to go along with Plotly would be great :)

  • @willemmeints3123
    @willemmeints3123 3 ปีที่แล้ว

    Awesome tutorial, looking forward to more of these :)

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you very much :) I'm happy I could help

  • @mahdi2761
    @mahdi2761 4 ปีที่แล้ว +1

    Great as always, can you do a video for quantum computing using OpenQasm?

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +1

      Thank you very much :) I'll look into your request

  • @AIdevel
    @AIdevel ปีที่แล้ว

    When one should use
    Fig.update_traces
    And when to use
    fig .update _layout
    ??

  • @mardithpascua8112
    @mardithpascua8112 3 ปีที่แล้ว

    very helpful! do you have a video to integrate this grapgs to django web page?

  • @cvryn7
    @cvryn7 3 ปีที่แล้ว

    Hey thanks man. Was really helpful.

  • @frankservant5754
    @frankservant5754 3 ปีที่แล้ว

    Great tutorial love the animation very useful

  • @nishantmehra7031
    @nishantmehra7031 3 ปีที่แล้ว

    Dude thanks a lot
    Thanks a lot for this valuable stuff , hats off to your hardwork

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      I'm happy I could help :)

  • @backbench3rs659
    @backbench3rs659 2 ปีที่แล้ว

    You amazingly done that but i have a question how we increase the pixel of the plots?
    just like ' dpi ' in matplotlib how can we do that in plotly?

  • @gabrielnino2892
    @gabrielnino2892 3 ปีที่แล้ว

    for anyone looking to install ploty on windows terminal use: pip install dash

  • @alecbg919
    @alecbg919 3 ปีที่แล้ว

    Thanks for making this, really informative!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว

      Thank you :) Happy I could help

  • @omkarmate6213
    @omkarmate6213 3 ปีที่แล้ว

    Is there a way to show the line chart or bar chart moving/growing? Like the line chart is rendered from left to right??
    Btw awesome tutorial!!

    • @derekbanas
      @derekbanas  3 ปีที่แล้ว +1

      Thank you :) Yes Plotly has animation options plotly.com/python/animations/

  • @aboozarsobboohi827
    @aboozarsobboohi827 2 ปีที่แล้ว

    Really useful

  • @onesandzeroes
    @onesandzeroes 4 ปีที่แล้ว +2

    Bigly!

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว +2

      It is a huge tutorial :)

  • @johanneszwilling
    @johanneszwilling 4 ปีที่แล้ว +1

    Pure Gold!

    • @derekbanas
      @derekbanas  4 ปีที่แล้ว

      Thank you very much 😁 I tried to do my best