My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)

[@DataProfessor]

👉 Watch this next:
✅Streamlit playlist th-cam.com/video/ZZ4B0QUHuNc/w-d-xo.html
✅R Shiny playlist th-cam.com/video/tfN10IUX9Lo/w-d-xo.html
✅PyWebIO playlist th-cam.com/video/n6I58WJiKGU/w-d-xo.html
✅How to learn data science in 2021 th-cam.com/video/oR670Txwh88/w-d-xo.html
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[@KenJee_ds]

Great video! Loved the comparison!

[@DataProfessor]

Thanks Ken for tuning in!

[@hectormotsepe1581]

Got my notification at work. Thank you Prof

[@DataProfessor]

Awesome, notifications working 😆

[@Ibraheem_ElAnsari]

Thanks a lot ! I think I'm gonna just focus on streamlit instead of working with multiple librairies

[@shirinnajdi1951]

Thanks for the useful video. I haven't quite worked with these libraries but from what I see I would go for PyWebIO first

[@DataProfessor]

Glad it was helpful! You can't go wrong with any of these 3 libraries, I believe they're all good and depending on the use case some may have more strengths than others. I made a recent video on how to build your first web app in PyWebIO, here's the link to it th-cam.com/video/n6I58WJiKGU/w-d-xo.html

[@mikiallen7733]

thanks sir for the useful content , however I still have the following questions which I hope you can help answer them by way of giving examples in whatever framework you prefer
1- these interactive web frameworks run on "local host" , then how can I run a them on the internet i.e. to serve it other machine over the internet
2- is there a way to run them on streaming type of data like i.e. in on-line mode , e.g. like weather stations or prices coming out live off an exchange
3- how to turn such web app in to a standard app like those exist on Google Play Store or Apple Store
thanks , keep up the good work

[@amitchaudhari7182]

I liked pywebio its more pythonic
It would be a greate help if you make a complete playlist on pywebio

[@yosolonopuedo]

Umm missing Plotly-Dash is like a lot to miss in this case, which would be like the Shiny for Python... Liked the video though.

[@DataProfessor]

Thanks for the suggestion, you're absolutely right! How could I miss Dash. Actually, I haven't really been using Dash that much, aside from a quick look when it was first released a few years ago. Perhaps we have an idea for a future video series (Dash) and then I can make a comparison video again.

[@chriskeo392]

I absolutely would love your review on Plotly-Dash.

[@sullivanzheng9586]

For me, no responsive design (not mobile friendly) and no navigation bar are deal killers since I am developing dashboards for senior clients and they tend to use mobile phones and would like to share the data via mobile phone. I have been using Shiny R extensively in the past, having constructed an web app with 10s of menu items and 2nd level menu items on side bars. But I really really wish I could use the flexibility and AI-friendliness and Spark compatibility of python.....Cross my fingers for Streamlit.

[@DataProfessor]

Thanks for your comment and for sharing your thoughts. I agree, have you seen this hack I made that adds a responsive navigation bar to Streamlit apps th-cam.com/video/hoPvOIJvrb8/w-d-xo.html

[@3100500]

Can you make a comparison between web framework specialised for inference of ml models such as: ray, seldon and beltoML?

[@DataProfessor]

Thanks for the suggestion!

[@boscodsouza8884]

Can you create a proper shopping site or student monitoring website using pywebio

[@moses5407]

Your thoughts on Dash?

[@fernandourrutia2566]

I use Shiny. I prefer Shiny.

[@AliAlias]

Streamlit is better but don't have authentication.
Can use pywebio for make login page for streamlit?

[@DataProfessor]

Have you seen Jesse's video on this topic th-cam.com/video/HU_kd-1uIkQ/w-d-xo.html

[@AliAlias]

@@DataProfessor
Thanks.....
Yes I seen it, but ui not user friendly, it's strange!!.
I think make login page before enter Main dashboard page is better.
But I don't know if can make it by using streamlit with another python technique like pywebio .?
IF you can or have some ideas please know me.
Thanks again for your time

[@DataProfessor]

@@AliAlias You can look into making a multi-page web app in Streamlit, perhaps check out my other video on this topic th-cam.com/video/nSw96qUbK9o/w-d-xo.html
The concept is to have the login page as the main page which after login can redirect to a second page. This may be achieved by using this multi page in Streamlit as shown in the above video, but you may need to improvise and hack a bit. Hopefully this helps.

[@AliAlias]

@@DataProfessor thanks I will try

[@ziaahmedshaikh]

Streamlit vs Django ?

[@zadilkhwaja]

I didn't understand how to deploy

[@DataProfessor]

I've made some deployment videos for Streamlit and R Shiny in prior videos.
- Deploy Streamlit to Heroku th-cam.com/video/zK4Ch6e1zq8/w-d-xo.html
- Deploy Streamlit to Streamlit Sharing th-cam.com/video/kXvmqg8hc70/w-d-xo.html
- Deploy R Shiny to Heroku th-cam.com/video/tfN10IUX9Lo/w-d-xo.html

[@chriskeo392]

how about Dash?

[@BashirAljounaidy]

thank you very much very useful channel

[@DataProfessor]

Thanks, welcome to the channel!

[@username42]

no heroku ? :(

[@DataProfessor]

Heroku can host web apps created by these 3 libraries

[@taseersuleman7343]

Nice 👍

[@DataProfessor]

Thanks Taseer!

[@Lucifer-wd7gh]

Streamlit rocks 🔥

[@estebangodoy773]

Nice :)

[@DataProfessor]

Thanks!

[@Arjun147gtk]

It was hard to believe that you really made it.

[@DataProfessor]

Thanks for the suggestion and idea for this video! Let me add your name to the video description, if you don't mind.

[@Arjun147gtk]

@@DataProfessor I am fine with that.