How to Create a Beautiful Python Visualization Dashboard With Panel/Hvplot

[@LukeBarousse]

I love Jupyter Notebooks and I love Dashboards... I had no idea you could combine them so easily like this 🤯

[@Thuvu5]

Indeed, Python is so powerful and there's so much to discover. I love it (more now 😜)! Aw, I love them both too!! They are definitely the highlight of my days whenever I get to use them on the job 👯 Thanks for commenting and sharing this love for data viz, Luke 🙌

[@Seun-A-Ajayi]

like, I'm wowed.

[@nathantum8463]

Please do more videos like this🙏

[@FaruqAtilola]

Big man Luke!!

[@Monk.360]

Beautiful 👏 Nice one, More informative 👌

[@DataProfessor]

Love how you’ve drawn a layout of the dashboard and then actually implement them.

[@Thuvu5]

Haha thanks Chanin!! My original viz draft is much messier tho 😅🙈

[@larl07]

Your professional position is exactly what I want for me: consulting (as myself), and living in the Netherlands.

[@luorisluo3634]

I actually know nothing about data science, but your explanation is just so fantasitic that I decided to try it myself this weekend. Tons of thanks.

[@Thuvu5]

Yay sounds great Luoris! Hope you have fun doing this project! 🙌

[@laksa_mai_hum]

This is excellent! I like the pace and the brevity of the video. It's easily consumable and doesn't feel overwhelming. Keep up the good work!

[@Thuvu5]

That’s so kind of you! Thank you Paul 😃🙌

[@adriacometmartinez]

I just discovered your channel and I'm already astonished by the amazing content. Didn't know about this library and how it could be used to create dashboards. Thanks for sharing and keep it up! 🤙

[@Thuvu5]

Hey Adrià, yayyy thank you for discovering my channel 🙌🏽😄. So glad to hear you liked the content!! Still trying hard to keep more good videos coming! Thank you for watching and see you in coming vids!

[@adriacometmartinez]

@@Thuvu5 thanks to Al Bellamy's post on Linkedin! Sure, i'll be waiting for more great content!

[@karinagazca7828]

I will start my Data science career and I am so thankful I found your yt channel🥰 you will be my partner for the rest of my life, you are amazing 👏 I hope one day being on the other side helping a lot of people around the world🤗

[@Thuvu5]

This made my day, Karina!! 🙌 thank you so much for your kind words 💛

[@scm6668]

I am so glad I ran into this channel. This is how videos on data science should be done. Thank you!

[@Thuvu5]

Aw thank you. I’m hoping it’ll still get better a video at a time 🙌

[@maaxpaak]

Beautiful girl talks about beautiful python visualizations. What a time to be alive!

[@Thuvu5]

Haha thanks 😊

[@katecroul9345]

This is such a cool video! I am finishing my thesis on temporal sentiment analysis and really struggled to come up with some sort of easy to perform solution using Python for interactive dashboard. Thanks a lot!

[@uttamsingh4065]

somehow I forgot about this channel after Jan but after this vid I am back to being regular viewer . Thanks for bringing my 2 most favorite things together

[@Thuvu5]

Hey Uttam! 👋 welcome back! Glad you enjoyed the video. Great to see your comment again 😁

[@alialnasser9629]

amazing!! this is the first time I'm hearing about those two packages, will definitely explore them in my next projects, thanks!

[@TimeManInJail]

i can see why Jupter notebook such a great way to see real time changes, hopefully i can duplicate what you did and learn more. thank you for sharing.

[@MrEdinaldolaroque]

Awesome video! Thank you for taking your time to share your knowledge!!

[@smithnayek8661]

Your are amazing... The way you speak and present make me think about the topics more interestingly . And the energy level is something ... Else...

[@akshatapalsule2940]

Hey Thu VU, it was great learning from you happy to share that I have created my first panel dashboard successfully! Thankyou so much :)

[@tonkjon6296]

the velocity and topics are just on the point, im learning more here than i did in college jejeje , regards from México.

[@Thuvu5]

That's awesome! Thanks Tonk 🇲🇽

[@gmostafaali]

Hi Thu Vu how are you doing? Finally I am able to do dashboard visualization with panel from this tutorial! I tried streamlit & dash but could not and long hours wasted time! Appreciate your excellent teaching way!

[@yanbarros4287]

I'm here just to congrats you for your amazing channel. Today we have a lot of DS chanels, but unfortunaly there are some that are not so... Inspiring. Yours are just the opposite! Really good material here, Thu! Congrats and keep doing this awesome job.

[@Thuvu5]

Aww this made my day! Thank you Yan for such kind supportive words. I’ll do my best and keep going with the channel 🙌💛🤗

[@yanbarros4287]

@@Thuvu5 You're welcome! I got into data science field almost 5 months ago... Feel free to check my projects on LinkedIn! I sent you a connection request there!

[@bobh37]

Amazing tutorial, and you explained the whole process very well! I’m definitely going to start using Panel in my Jupyter Lab.

[@Thuvu5]

That’s awesome! Thanks for watching and commenting, Bob! 🙌

[@mabenba]

When it comes to making data visualizations or dashboards I tend to use more ggplot2 and shiny. But this tool in Python looks amazing. I was trying to learn streamlit but I still preferred shiny. I will try panel by making this project. Thanks for your amazing content!

[@Thuvu5]

Hey Matias 👋. Glad you liked this little project! ggplot is my fav library in R as well, and for Python I use mostly matplotlib and seaborn to make static graphs. Then I discovered this Python lib and I thought, oh it’s also cool to be able to click and filter the charts within the notebook, I feel like I missed out so much fun 😅.

[@mr.pledplool272]

Same here. Love shiny. Only problem could be R´s GPL-license should you want to use/sell your dashboard as a product in a comercial setting. That is if I understand correctly.

[@oluwadaraadepoju5832]

i'm so glad that i found your channel, I was looking for a way to create an interactive dashboard with python! 😊Thank you for this video . it was really informative.

[@Thuvu5]

So glad it was helpful! Thank you for your kind words Oluwadara! 🤩 Good luck with your project 🍀

[@StefanSteinbauer]

Love the fact that you draw on paper too. Loved the posted it joke!

[@Thuvu5]

Thanks, Stefan! 😄 I also found it really refreshing to draw things by hand on paper sometimes, given how much time we spend on electronics these days.

[@anacristinaquaresmaamaral4548]

Obrigada pelas dicas! Incrível!!

[@MijnAfspeelLijst1]

Thank you for sharing this. I’m glad to have discovered your channel. It inspires me to represent data in a very clear and smooth way in a dashboard via python. One more word “Excellent”.

[@Thuvu5]

You are so welcome! Thanks for watching 👋 All the best and have fun building your dashboard!

[@nathanielclark4065]

This is absolutely incredible info, presented in a very pleasant to watch format. Thank you!

[@Thuvu5]

Thank you so much! That means a lot ☺️

[@imranadilkhan]

super amazing Thu Vu, great n clear content, xlnt coverage. no brainer I subscribe. fair play to you, I used this dashboard for my project, made my life easy and elevated to project. keep up the great work. super thanks Thu, you are awesome.

[@Thuvu5]

Thanks for the sub! So glad the video helps you in your project! 🙌😊

[@branislavkrajcovic7275]

Great, thank you very much!

[@Thuvu5]

Thank you so much! I'm glad it helped

[@MrChefMedz]

This was amazing. Thank you for such a clear video and instructions. My first data anaylsis project using python. Thank you!

[@Thuvu5]

Congrats on your first project! Glad it was helpful! 🙌

[@kevinkenyagia]

This is very very informative. I already like your Channel, precisely what I needed as an MSc AI student

[@adarshadi]

i look forward for it

[@ApenasSandokhan]

Great content and video, I was in need of this last week for project. I cleaned and transformed the data in python, whilst for the dashboard part take advantage of Looker... I'll try to do the same with voilà. 😁

[@stanleypiche4705]

Thank you for sharing all these useful tools. This channel is amazing! Greetings from El Salvador!

[@Thuvu5]

Hey Stanley! 👋 Aw thanks so much for this!! Thanks for tuning in from El Salvador! 🙌🇸🇻

[@sandk75]

This is so awesome, thank you! Just following along and writing out the code as you have laid out is great for learning!!

[@filipesaladini8386]

That was a great video! I'd love watching a full length video of you coding a dashboard like this step by step, some day

[@Thuvu5]

Hey Filipe, thanks for watching, and thanks for the suggestion 😀. That sounds like a nice idea to try out. One thing I'm always afraid of is that people in general don't have time to watch things in real-time. So it's kinda like a dilemma haha

[@Colls-m8i]

@@Thuvu5 actually, some college students like me do have the time to learn by watching you in real time

[@ingluissantana]

This looks so great! This weekend I will do this as a small project also.. this kind of small projects are so great!

[@Thuvu5]

That sounds awesome!! Thanks for tuning in 🙌

[@irvanalvisahimawan5288]

this channel so educative and guide me so much ! i hope you can still continue after and after

[@Thuvu5]

Thanks, Irvan for letting me know 👋. I made videos having no idea it would help anyone, so really happy to hear this from you!!

[@MrBuihongmanh]

Kênh này xin xò quá, giờ e mới biết đến (thật may mắn^^) Chúc chị ad mạnh khỏe và có thêm nhiều videos nữa ạ

[@Thuvu5]

Ôi chị cám ơn Mạnh rất nhiều nhé!! 😍

[@elghs2001]

Thank you so much for the tutorial. Very useful as I take the next step in my Python development, moving away from OpenPyXL and moving into interactive dashboards. Thank you thank you!

[@Thuvu5]

That’s awesome Eric!! 🙌

[@chibuikeogbonna6482]

Wow, your channel is so rich with great contents!

[@Thuvu5]

Hi Chibuike, thank you so much! Glad it was useful for you 👋

[@LIV-FREE-VET]

Thank you so much, just made my first Python dashboard because of you!!

[@ericaferreira1916]

Just amazing, I work a lot with flask, metabase and powerbi, but I was looking for an option in python native. Thanks a lot.

[@shaunvandermerwe4736]

Thanks for sharing Thu Vu. Love working with dashboards myself.

[@forsethtv7190]

im new with python , i have to say : thank you for this good job

[@lucassales3376]

This was AMAZING! Thank you for sharing this with us.

[@gingerderidder8665]

This content is great, why wasn't it recommended earlier!:) -subscribed

[@jeffzxy]

em... I have mixed feeling after watching your video. I'm just learning Ipywidgets/voila now. But you show me another tool. Frankly, your video is great! In 10 minutes your show us a very powerful dashboard. Thank you!

[@tran3490]

Excellent walk-through of the project! I really like the pace and format

[@Thuvu5]

So glad to hear Ha!!

[@irfanshaikh262]

Perfect. Thanks a ton. A very good idea you have succeedingly planted in my brain for my upcoming semesters project. Hope to keep in touch❤

[@nelsonbeneche2372]

good videos, Thu vu. I'm beginner in the data analyst

[@nelsonbeneche2372]

how can we get your email, just to chat on the data analyst

[@CodingDyan]

This is awesome! Was using datapane for this mini project of mine, definitely switching to this now 🔥

[@divewithdatascience]

Great stuff! I like this segment so much. I will try to learn all these ! Keep update on your contents. Thanks!

[@yashvanderbamel]

Just one word for you "AWESOME" 😉 I didn't know python is so powerful. Thanks to you. One thing though, you must get closer to the mic, I have to turn up the volume to hear you and the moment next thing comes up, my headphones go boom on my ears lmao. I don't mean any unfriendly comment BTW its just my experience 🙂

[@Thuvu5]

Haha thank you so much 😃👋. Oh I didn’t notice the volume of my video was so low. Thanks for letting me know, I’ll keep that in mind for the next videos 🙌

[@yashvanderbamel]

@@Thuvu5 I think some of the videos have low volumes, or I don't know, I listen on pretty low volumes maybe that's why I felt 😅 Also I love the way you say "portfolio projects" ☺️

[@gaboc.o7226]

This is a great channel, hope you get more subs. Keep up the excellent work

[@Thuvu5]

Aw thank you for this, Gabo!! I'll do my best to keep it up 🙌🏽

[@manufreaks06]

Tremendously helpful ! i just created a gym tracker dashboard after discovering ur tutorial :)

[@l2bsrirajvora]

Thank you for the wonderful video! It was very well explained and following it with code was a breeze. Keep up the good work! :)

[@Thuvu5]

If you want to deploy the dashboard as a web app to share with others, you can easily do deploy on Heruko or Azure etc. following the steps here panel.holoviz.org/user_guide/Server_Deployment.html

[@marcskovmadsen3786]

Please note the Jupyter-dash extension only enables you to start and embed the Dash Server. It does not enable the rich, 2 way interactivity between panel components across cells and python code. Panel is similar to ipywidgets in that regard and dash is not.

[@Thuvu5]

@@marcskovmadsen3786 Oh this is such a crucial difference! Panel is still way to go for building dashboard in Jupyter then! Thanks Marc! :)

[@akhila9413]

@@Thuvu5 I personally use streamlit for my dashboards. Please make a video on that too I want to know how streamlit compares to other tools.

[@micha_lietavec]

I use Jupyterlab and Panel. In my opinion, it is the most general and flexible solution from available dashboard tools (plotly dash, voila, streamlit). With panel 0.14.1 we have the capability of using it in Jupyterlite (Jupyter as static webpages, without need for server). For graphing, I found plotly to be more flexible and customizable than holoviews, hvplot, bokeh.

[@mohit7358]

Thank you for sharing! Your videos are very enjoyable to follow and provide tremendous value.

[@olgavash8653]

Hi. I also found out your channel as motivator. Thank you for your amazing work.

[@advrohitowhal9794]

Great Work by Great People like you Thu Vu !!!!! Can we get Start to End Project video?

[@hahahehe8536]

Thank you so much for helping me out with my project😭❤️

[@Thuvu5]

Of course!!

[@yusufabol]

Oh my! This is so helpful. Thank you so much

[@7082-z8l]

Thank you! I'll do this as a project by altering datasets and other features. Looking forward!

[@Osteomorphis]

Thank you for taking the time to make this guide. So pro!

[@Thuvu5]

Hey Matt! Thank you for taking the time to watch it 😉. I'm glad I made it as so many of you liked it so far. I definitely had fun researching and making the video as well (except for my stuffy nose, nothing to complain about 🤣).

[@Osteomorphis]

@@Thuvu5 Yes, I love how in-depth your videos are and the resources you provide. Makes me excited to learn more. Keep up the great work.

[@Thuvu5]

@@Osteomorphis That made me so happy!! I feel really motivated now to keep making more videos 🤩. Thank you!

[@JohnMitchellCalif]

extremely clear and useful! Subscribed

[@thaynaazevedocarvalho1461]

that's amazing!! i had no idea you could do all that in python!

[@Thuvu5]

Yesss I thought so too when I discovered all these amazing packages 😅. No more exporting data to Tableau to make dashboards for me ;). But I must admit that some advanced functionalities such as cross-filtering could be more complicated to implement in Python (in BI tools it's already automatic). Things like clicking on a bar in a bar chart and everything else will be selected based on that. Everything is definitely possible, just takes a bit more brain cells digging into Python package documentation I think 😅

[@thaypotterhead]

@@Thuvu5 yes, i'll definitely be digging into the packages!! i'm still taking the first steps in data analysis, but i admit, im a sucker for pretty things, and those visualisations are so good and pretty! as soon as i can, i'll be digging into in!

[@Thuvu5]

@@thaypotterhead Aw so glad to hear someone also has this love for pretty things 🙌🏽. I've definitely spent way too much time trying to prettify stuff just because I like it🙈. Good luck with making things and can't wait to see what comes out!! 🤩

[@yosolonopuedo]

Amazing! I would like to see more videos on Panel!

[@JalalUddin-nn3yb]

I just love your work.❤❤❤

[@ArchNemeziz8]

Did I mishear? You live in the Netherlands? So cool that you just make those informative video’s, really learned a lot!

[@Thuvu5]

Aww thanks so much! So glad to hear 🙌

[@trithucnguyen3098]

Amazing. It is short but enough information for me to start apply it to my next project. Thank you very much

[@FortheLoveofAutomation]

Just found your channel and this is great. New subscriber :)

[@victorbitencourtarossi7750]

Your videos are amazing!!

[@Thuvu5]

Thank you for your encouraging words, Victor!! ❤️

[@kwakuboateng-ow7bn]

Very educative! My project will definitely revolve around this video. KUDOS

[@ricardo.alves.campos]

Hey, awesome video and perfectly explained. Love that !

[@Thuvu5]

Thank you 🙌🙌

[@michaelomosebi6374]

Thanks for this. I love your unique voice

[@Thuvu5]

Thanks so much for tuning in Michael! 🙌🤗

[@bilalkidwai4703]

I watched the first 45 seconds and subscribed. 👍

[@Thuvu5]

Yaaay!! Thank you so much Bilal 👋

[@meridians261]

Wao! This awesome! You 've done a great job!

[@Thuvu5]

Thank you so much for this! 🙌

[@iyayiomigie583]

Very extensive. Thanks for the lecture. ❤

[@AIdevel]

Absolutely extraordinary I really liked it I am determined to learn panel to design interactive dashboards in Python 😊

[@concretemathematics8146]

Your data analytics skill is way over me. How did you learn the data analytics? From where can I learn as well?

[@RaynerGS]

Amazing, good job. Salute from Brazil.

[@Thuvu5]

Thank you so much Rayner 🙌

[@jmc8283]

This was an amazingly thorough video. Thanks!

[@vivekdabholkar5965]

Thank you Thu Vu, Beautifully introduced

[@cheoles4190]

Wow thx you for this video, it's super clear, can't wait to try it out !

[@izzhamburhan9518]

This is very great ! Hope to see more video like this

[@AIdevel]

This is an incredibly advanced visualization technique I would suggest that you make 4 hour video to explain it for us bit by bit slowly so that we can learn it and apply it Please What about a course in panel ?

[@maazshaikh2953]

This is so amazing. Thanks for sharing, I'd love to see more

[@Thuvu5]

Aw thank you Maaz!! More stuff is coming.. Working on it ☺️

[@mugishajean7923]

Thank you so much. I really needed this for for my current project😉

[@KarthikBhandary]

Wow really nice. I am just getting in to data science and I think this can really help me!

[@Thuvu5]

Glad to hear! Thank you for tuning in 😃

[@69lucasbui]

very clean and straightforward code. thanks a bunch Thu.

[@Thuvu5]

Really happy you liked it! Thanks for commenting, Lukas!!

[@ajinkyalalge9962]

Thank you Thu Vu! This is amazing. Cant wait to apply it :))

[@Thuvu5]

That's awesome! Glad you enjoyed it 😁

[@AnhNgo-mr1qh]

Great Content Thu! I learned a lot from you

[@Thuvu5]

Happy to hear that! Thanks, Anh! 🙌🏽

[@marcus-un6qt]

just wanna say hi from Viet Nam. Love your content.

[@Thuvu5]

💛💛💛

[@l1k2j3h400]

For me PBI is my top choice for mass viz dashboard and make story telling chart presentation. But for this kind of dashboard would be amazing for no-cost implementation for our data :)). Thanks for your video.

[@Thuvu5]

Thanks for sharing, Khoa! A lot of projects at my work use PBI as well. I must say I have a love-hate relationship with it for the most part but it's really an industry standard. 👀

[@nhutnguyen9010]

Amazing video. I have watched many videos of yours to create roadmap to do my PhD research. It will be very useful, if you can have flowchart of what you used to develop this project.

[@SP-db6sh]

Excellent Learning from this content. Requesting for Datapane Dashboard content. Thanks you!

[@Thuvu5]

Thanks for the suggestion! 🙌

[@benjcheah3031]

You are amazing Thu Vu...Awesome Tutorial..u have taught me so much in 11mins..OMG...TQ TQ . P.S Pls pls can you do a few full tutorials of beginner-intermediate SQL 🙏

[@dukundimanatoussaint6452]

thank you .this is incredible session ,keep move on

[@fredericoamigo]

Really good vid! Thanks for sharing this!

[@erramuspe1]

Thanks for this knowledge! Excelent tutoral!!

[@researchingshark4569]

Hi! I just want to leave a quick comment on dash and jupyter - jupyter does support dash! But it does get a little tricky if you want to build multipage apps. Thanks for your great videos!