Is Plotly The Better Matplotlib?
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- čas přidán 21. 07. 2024
- In this video we take a quick look at the Plotly framework in Python. At the end we compare it to Matplotlib.
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Timestamps:
(0:00) Intro
(0:50) Development Environment
(6:01) Scatter Plots
(12:02) Line Plots
(14:35) Bar Plots
(18:34) Pie Plots
(19:55) Conclusion & Comparison
(22:25) Outro - Věda a technologie
Hands on video, just what I need. Thanks man ;)
Really great demonstrations here and well chosen examples.
Florian, thanks for the contents! Every video is really interesting...
Matplotlib is the only option when there's a lot of data to show. Plotly is often generating SVG charts, and it's very hard to render a very detailed chart composed out of SVG's only. Matplotlib creates raster images and unless you want it to be interactive, it's fine.
Agreed, Plotly is useful for cool visualizations and interaction, but it absolutely dies with large data.
Thanks, that's good to know when you have to choose between the two.
a time saver right here
Wow, I’ve been using matplotlib for so long and never knew how easy plottly is. Guess I’ll try it out!
Well done! You deserved my subscription!
Hello can you please do a video on Model training with ADNI 3D MRI dataset. i cant find anywhere. I am trying to train the .nii file but ADNI doesn't provide test dataset. Instead they provide train dataset and test csv. Please make a video on it. Please
at 6:51, how did he copy that line so fast? I didn't even see it all highlight so did he use shift + home or did he use something else to copy that line?
Thanks for the video, very informative!
I do not recommend using anaconda. Why?: It does not provide a stable programming environment, differ from system to system. What I instead recommend is using the built in venv from python, which gives you more control over your programming environment. It requieres a bit more understanding of the system you are working in and reading more the documents of python, than the plug and play solution from anaconda, but you will earn a proper working transportable environment and a bit more background knowledge.
Jupyter notebook inside VS code is a best environment I think.
I already saw that very jupyter notebook.
Why don't you add a link on it?
plotly is great, but for interactive media. this isn't as good when it comes to publishing static figures in journal articles/books, where seaborn just takes it to another level in terms of formatting and customizability.
Yup yup, most of us would just use Power BI or Tableau for this.
@@jannonflores1113 basically power bi and tableau had made this process so simple, that even if this "tool" looks great, it will be easier and faster on the BI tools
Wow plotty is so great! I like the way how we can hover on the chart and see the data... I wish I had known this before I completed my graph plotter project which I just finished few days back (referring your matplotlib videos)
Anyways Thanks the video was informative!
Great video! Thanks!
That's a really cool lib. Their makeup (blue, white lines) totally reminds me of seaborn
I'm using anaconda and often matplotlib, I know something about plotly and seaborn and I would, I would like to use them more. This video encourages me to do it.
love the new clickbait style thumbnail... worked on me lol!
I'm trying use matplotlib in an ubuntu server machine.. is there any way that I can view the graphs in server machines?
Jupyter Notebook and a ssh forwarding maybe
Cool but why are the first 4 minutes a jupyter notebook and conda tutorial?
I see you doing ci' inside notebooks and can relate so much.
Plotly also works with R, so instant win in my book.
hätte nie gedacht das du aus österreich kommst :) machst gute videos 👍
One word: INTERACTIVE.
It would be useful to have a guide on setting up Jupyter notebooks with different kernels. Python is easy to set up - other kernels have never worked for me.
even on windows, i have used julia and octave calysto kernel just fine with jupyter
13:46 wow Turkish life expectancy has been in some weird places.
Wonder if there is any package that manages the Date format of the X-Axis professionally like the way typical stock chart does.
Dumb question but why use or learn any code based platform for serious data visualisation when you can use industry standard dashboards like Tableau, honest question.
Costs money
Good comparison but what do you mean by saying matplotlib is more professional than plotly? I don't agree on that one and I'm a little confused what you mean by that. Plotly is very professional and has great support and community.
So the conclusion is that big data uses M, otherwise it uses p, right?
Currently starting development on a visualisation program. I think I'm going for plotly for the interactivity.
How’d it go
@@agonizin went with matplotlib. Couldn't figure out how to integrate plotly with my gui.
@@masherozto study these what ever there in CZcams is it inhalf to gain knowledge about this or we have to learn more
Altair is worth looking at... super easy and powerful
Like ur thumbnail
aconda Tutorial would be a great idea
No
awesome
Wie bist du auf die Idee gekommen?
Er hat bestimmt das Video/die Videos von Morpheus gesehen 😂. Es ist schon ziemlich verdächtig, dass beide kurz hintereinander Videos darüber machen.
👏👏👏👏👏👏
Yes please do a video on the anaconda environment and why would use conda instead of pip.
Also you are an excellent teacher thank you.
Also discussions about compatibility issues are totally out of date. Conda and pip work flawlessly together, and have done for the last two major releases of conda iirc
This looks almost the same as seaborn
Who is this gapminder guy and why does he know so much about Europe?
Jupyter lab is much better than Jupiter notebook.
Yes, it is.
For sure far better
I don't like Seaborn, can't handle too much data on the pairplot
👌👌👌
Gosh, you spent so long waffling before saying anything about plotly.
yes and no at the same time
Wow, so much japanese here, it's simply mindboggling.
HELP
First comment! I really like your videos
Is plotly the better matplotlib? Hell no
Whatever that takes longer than 15 minutes to put it to work, ain't a "top visualization tool".
Tried for first time yesterday, failed miserably to even try the demos...
Will return someday, for the time being is in the rubi 🗑️... I mean bucket list 🙂👍
Are you talking about plotly? Can't imagine how setting it up would take you anywhere close to 15mins.
funny face 😂😂
Matplotlib is still the best for me