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

Thu Vu data analytics
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21 сен 2024

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Комментарии : 595   
@LukeBarousse
@LukeBarousse 2 года назад
I love Jupyter Notebooks and I love Dashboards... I had no idea you could combine them so easily like this 🤯
@Thuvu5
@Thuvu5 2 года назад
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
@Seun-A-Ajayi 2 года назад
like, I'm wowed.
@nathantum8463
@nathantum8463 2 года назад
Please do more videos like this🙏
@FaruqAtilola
@FaruqAtilola 2 года назад
Big man Luke!!
@Monk.360
@Monk.360 Год назад
Beautiful 👏 Nice one, More informative 👌
@DataProfessor
@DataProfessor 2 года назад
Love how you’ve drawn a layout of the dashboard and then actually implement them.
@Thuvu5
@Thuvu5 2 года назад
Haha thanks Chanin!! My original viz draft is much messier tho 😅🙈
@larl07
@larl07 2 года назад
Your professional position is exactly what I want for me: consulting (as myself), and living in the Netherlands.
@luorisluo3634
@luorisluo3634 2 года назад
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
@Thuvu5 2 года назад
Yay sounds great Luoris! Hope you have fun doing this project! 🙌
@adriacometmartinez
@adriacometmartinez 2 года назад
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
@Thuvu5 2 года назад
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
@adriacometmartinez 2 года назад
@@Thuvu5 thanks to Al Bellamy's post on Linkedin! Sure, i'll be waiting for more great content!
@scm6668
@scm6668 Год назад
I am so glad I ran into this channel. This is how videos on data science should be done. Thank you!
@Thuvu5
@Thuvu5 Год назад
Aw thank you. I’m hoping it’ll still get better a video at a time 🙌
@laksa_mai_hum
@laksa_mai_hum 2 года назад
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
@Thuvu5 2 года назад
That’s so kind of you! Thank you Paul 😃🙌
@TimeManInJail
@TimeManInJail Год назад
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.
@karinagazca7828
@karinagazca7828 2 года назад
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
@Thuvu5 2 года назад
This made my day, Karina!! 🙌 thank you so much for your kind words 💛
@katecroul9345
@katecroul9345 Год назад
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!
@alialnasser9629
@alialnasser9629 2 года назад
amazing!! this is the first time I'm hearing about those two packages, will definitely explore them in my next projects, thanks!
@nathanielclark4065
@nathanielclark4065 8 месяцев назад
This is absolutely incredible info, presented in a very pleasant to watch format. Thank you!
@Thuvu5
@Thuvu5 8 месяцев назад
Thank you so much! That means a lot ☺️
@bobh37
@bobh37 2 года назад
Amazing tutorial, and you explained the whole process very well! I’m definitely going to start using Panel in my Jupyter Lab.
@Thuvu5
@Thuvu5 2 года назад
That’s awesome! Thanks for watching and commenting, Bob! 🙌
@mabenba
@mabenba 2 года назад
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
@Thuvu5 2 года назад
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
@mr.pledplool272 2 года назад
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.
@MijnAfspeelLijst1
@MijnAfspeelLijst1 2 года назад
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
@Thuvu5 2 года назад
You are so welcome! Thanks for watching 👋 All the best and have fun building your dashboard!
@smithnayek8661
@smithnayek8661 Год назад
Your are amazing... The way you speak and present make me think about the topics more interestingly . And the energy level is something ... Else...
@oluwadaraadepoju5832
@oluwadaraadepoju5832 2 года назад
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
@Thuvu5 2 года назад
So glad it was helpful! Thank you for your kind words Oluwadara! 🤩 Good luck with your project 🍀
@kevinkenyagia
@kevinkenyagia 2 года назад
This is very very informative. I already like your Channel, precisely what I needed as an MSc AI student
@adarshadi
@adarshadi 9 месяцев назад
i look forward for it
@tonkjon6296
@tonkjon6296 Год назад
the velocity and topics are just on the point, im learning more here than i did in college jejeje , regards from México.
@Thuvu5
@Thuvu5 Год назад
That's awesome! Thanks Tonk 🇲🇽
@uttamsingh4065
@uttamsingh4065 2 года назад
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
@Thuvu5 2 года назад
Hey Uttam! 👋 welcome back! Glad you enjoyed the video. Great to see your comment again 😁
@Thuvu5
@Thuvu5 2 года назад
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
@marcskovmadsen3786 2 года назад
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
@Thuvu5 2 года назад
@@marcskovmadsen3786 Oh this is such a crucial difference! Panel is still way to go for building dashboard in Jupyter then! Thanks Marc! :)
@akhila9413
@akhila9413 2 года назад
@@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
@micha_lietavec Год назад
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.
@StefanSteinbauer
@StefanSteinbauer 2 года назад
Love the fact that you draw on paper too. Loved the posted it joke!
@Thuvu5
@Thuvu5 2 года назад
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.
@yanbarros4287
@yanbarros4287 2 года назад
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
@Thuvu5 2 года назад
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
@yanbarros4287 2 года назад
@@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!
@JohnMitchellCalif
@JohnMitchellCalif Год назад
extremely clear and useful! Subscribed
@ApenasSandokhan
@ApenasSandokhan 2 года назад
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. 😁
@akshatapalsule2940
@akshatapalsule2940 Год назад
Hey Thu VU, it was great learning from you happy to share that I have created my first panel dashboard successfully! Thankyou so much :)
@MrChefMedz
@MrChefMedz 11 месяцев назад
This was amazing. Thank you for such a clear video and instructions. My first data anaylsis project using python. Thank you!
@Thuvu5
@Thuvu5 11 месяцев назад
Congrats on your first project! Glad it was helpful! 🙌
@gmostafaali
@gmostafaali 9 месяцев назад
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!
@LIV-FREE-VET
@LIV-FREE-VET 11 месяцев назад
Thank you so much, just made my first Python dashboard because of you!!
@sandk75
@sandk75 2 года назад
This is so awesome, thank you! Just following along and writing out the code as you have laid out is great for learning!!
@lucassales3376
@lucassales3376 2 года назад
This was AMAZING! Thank you for sharing this with us.
@shaunvandermerwe4736
@shaunvandermerwe4736 Год назад
Thanks for sharing Thu Vu. Love working with dashboards myself.
@chibuikeogbonna6482
@chibuikeogbonna6482 2 года назад
Wow, your channel is so rich with great contents!
@Thuvu5
@Thuvu5 2 года назад
Hi Chibuike, thank you so much! Glad it was useful for you 👋
@ericaferreira1916
@ericaferreira1916 Год назад
Just amazing, I work a lot with flask, metabase and powerbi, but I was looking for an option in python native. Thanks a lot.
@ingluissantana
@ingluissantana 2 года назад
This looks so great! This weekend I will do this as a small project also.. this kind of small projects are so great!
@Thuvu5
@Thuvu5 2 года назад
That sounds awesome!! Thanks for tuning in 🙌
@irvanalvisahimawan5288
@irvanalvisahimawan5288 2 года назад
this channel so educative and guide me so much ! i hope you can still continue after and after
@Thuvu5
@Thuvu5 2 года назад
Thanks, Irvan for letting me know 👋. I made videos having no idea it would help anyone, so really happy to hear this from you!!
@elghs2001
@elghs2001 2 года назад
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
@Thuvu5 2 года назад
That’s awesome Eric!! 🙌
@victorbitencourtarossi7750
@victorbitencourtarossi7750 Год назад
Your videos are amazing!!
@Thuvu5
@Thuvu5 Год назад
Thank you for your encouraging words, Victor!! ❤️
@forsethtv7190
@forsethtv7190 Год назад
im new with python , i have to say : thank you for this good job
@filipesaladini8386
@filipesaladini8386 2 года назад
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
@Thuvu5 2 года назад
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
@Colls-m8i 2 года назад
@@Thuvu5 actually, some college students like me do have the time to learn by watching you in real time
@JalalUddin-nn3yb
@JalalUddin-nn3yb Месяц назад
I just love your work.❤❤❤
@7082-z8l
@7082-z8l 2 года назад
Thank you! I'll do this as a project by altering datasets and other features. Looking forward!
@stanleypiche4705
@stanleypiche4705 2 года назад
Thank you for sharing all these useful tools. This channel is amazing! Greetings from El Salvador!
@Thuvu5
@Thuvu5 2 года назад
Hey Stanley! 👋 Aw thanks so much for this!! Thanks for tuning in from El Salvador! 🙌🇸🇻
@maaxpaak
@maaxpaak 2 года назад
Beautiful girl talks about beautiful python visualizations. What a time to be alive!
@Thuvu5
@Thuvu5 2 года назад
Haha thanks 😊
@abolarinwayusuf151
@abolarinwayusuf151 2 месяца назад
Oh my! This is so helpful. Thank you so much
@warrenbaker4124
@warrenbaker4124 6 месяцев назад
Fantastic! Thanks so much!!
@tran3490
@tran3490 2 года назад
Excellent walk-through of the project! I really like the pace and format
@Thuvu5
@Thuvu5 2 года назад
So glad to hear Ha!!
@CodingDyan
@CodingDyan Год назад
This is awesome! Was using datapane for this mini project of mine, definitely switching to this now 🔥
@mohit7358
@mohit7358 2 года назад
Thank you for sharing! Your videos are very enjoyable to follow and provide tremendous value.
@vivekdabholkar5965
@vivekdabholkar5965 Год назад
Thank you Thu Vu, Beautifully introduced
@yosolonopuedo
@yosolonopuedo 2 года назад
Amazing! I would like to see more videos on Panel!
@Lamsadi
@Lamsadi 2 года назад
Thank You Mrs Thu Vu We like Your Tutorial.....
@noko145817
@noko145817 Год назад
Thanks...love your works...really help me...
@alieninstallation50
@alieninstallation50 2 года назад
Thanks for the video!
@jmc8283
@jmc8283 Год назад
This was an amazingly thorough video. Thanks!
@m.s.5610
@m.s.5610 Год назад
It looks amazing! Thank you.
@Osteomorphis
@Osteomorphis 2 года назад
Thank you for taking the time to make this guide. So pro!
@Thuvu5
@Thuvu5 2 года назад
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
@Osteomorphis 2 года назад
@@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
@Thuvu5 2 года назад
@@Osteomorphis That made me so happy!! I feel really motivated now to keep making more videos 🤩. Thank you!
@trithucnguyen3098
@trithucnguyen3098 Год назад
Amazing. It is short but enough information for me to start apply it to my next project. Thank you very much
@mugishajean7923
@mugishajean7923 2 года назад
Thank you so much. I really needed this for for my current project😉
@iyayiomigie583
@iyayiomigie583 11 месяцев назад
Very extensive. Thanks for the lecture. ❤
@imranadilkhan
@imranadilkhan Год назад
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
@Thuvu5 Год назад
Thanks for the sub! So glad the video helps you in your project! 🙌😊
@RaynerGS
@RaynerGS 2 года назад
Amazing, good job. Salute from Brazil.
@Thuvu5
@Thuvu5 2 года назад
Thank you so much Rayner 🙌
@divewithdatascience
@divewithdatascience 2 года назад
Great stuff! I like this segment so much. I will try to learn all these ! Keep update on your contents. Thanks!
@69lucasbui
@69lucasbui 2 года назад
very clean and straightforward code. thanks a bunch Thu.
@Thuvu5
@Thuvu5 2 года назад
Really happy you liked it! Thanks for commenting, Lukas!!
@thaynaazevedocarvalho1461
@thaynaazevedocarvalho1461 2 года назад
that's amazing!! i had no idea you could do all that in python!
@Thuvu5
@Thuvu5 2 года назад
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
@thaypotterhead 2 года назад
@@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
@Thuvu5 2 года назад
@@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!! 🤩
@irfanshaikh262
@irfanshaikh262 Год назад
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❤
@aislangreca9501
@aislangreca9501 2 года назад
Fantástico. Vou aplicar hoje mesmo. Parabéns!
@yashvanderbamel
@yashvanderbamel 2 года назад
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
@Thuvu5 2 года назад
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
@yashvanderbamel 2 года назад
@@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" ☺️
@AIdevel
@AIdevel Год назад
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 ?
@chaleechansa7699
@chaleechansa7699 Год назад
Absolutely love this, thank you!
@kwakuboateng-ow7bn
@kwakuboateng-ow7bn 3 месяца назад
Very educative! My project will definitely revolve around this video. KUDOS
@AIdevel
@AIdevel Год назад
Absolutely extraordinary I really liked it I am determined to learn panel to design interactive dashboards in Python 😊
@nelsonbeneche2372
@nelsonbeneche2372 Год назад
good videos, Thu vu. I'm beginner in the data analyst
@nelsonbeneche2372
@nelsonbeneche2372 Год назад
how can we get your email, just to chat on the data analyst
@user-yn6tq5hb3w
@user-yn6tq5hb3w Год назад
Cảm ơn bạn đã chia sẻ, mình hay dùng Tableau, nhưng sau khi xem video của bạn thì thật sự cảm thấy Python rất tuyệt vời.
@gingerderidder8665
@gingerderidder8665 Год назад
This content is great, why wasn't it recommended earlier!:) -subscribed
@advrohitowhal9794
@advrohitowhal9794 2 года назад
Great Work by Great People like you Thu Vu !!!!! Can we get Start to End Project video?
@michaelwickerson4862
@michaelwickerson4862 2 года назад
Right On! Thank you very much!
@user-kd1ku9ix1q
@user-kd1ku9ix1q 6 месяцев назад
Thank you so much! Amazing explanation🤩
@l2bsrirajvora
@l2bsrirajvora Год назад
Thank you for the wonderful video! It was very well explained and following it with code was a breeze. Keep up the good work! :)
@tahaoussaifi3190
@tahaoussaifi3190 2 года назад
Great video! Thanks for sharing!
@Thuvu5
@Thuvu5 2 года назад
Glad to hear! Thanks for watching, Taha! 👋
@bilalkidwai4703
@bilalkidwai4703 2 года назад
I watched the first 45 seconds and subscribed. 👍
@Thuvu5
@Thuvu5 2 года назад
Yaaay!! Thank you so much Bilal 👋
@nigarsultana8970
@nigarsultana8970 Год назад
Thank you so much for your support in my learning.
@TheMISBlog
@TheMISBlog 2 года назад
Very Nice Video Thu, Thanks
@Thuvu5
@Thuvu5 2 года назад
Oh thank you so much!!
@concretemathematics8146
@concretemathematics8146 10 месяцев назад
Your data analytics skill is way over me. How did you learn the data analytics? From where can I learn as well?
@ricardo.alves.campos
@ricardo.alves.campos Год назад
Hey, awesome video and perfectly explained. Love that !
@Thuvu5
@Thuvu5 Год назад
Thank you 🙌🙌
@meridians261
@meridians261 2 года назад
Wao! This awesome! You 've done a great job!
@Thuvu5
@Thuvu5 2 года назад
Thank you so much for this! 🙌
@rajishn
@rajishn Год назад
brilliantly done... creating same soon and sharing..
@erramuspe1
@erramuspe1 8 месяцев назад
Thanks for this knowledge! Excelent tutoral!!
@kimkennedy123
@kimkennedy123 2 года назад
Thank you very much for this! I'll look it over and put it to good use.
@ronitmalik
@ronitmalik 2 года назад
Absolutely love this! ❤️
@Thuvu5
@Thuvu5 2 года назад
Aww thank you, Ronit! Happy to hear 😀👋
@Helios.vfx.
@Helios.vfx. Год назад
I'm just learning python! Every day I do discover new ways to use python
@olgavash8653
@olgavash8653 9 месяцев назад
Hi. I also found out your channel as motivator. Thank you for your amazing work.
@cheoles4190
@cheoles4190 2 года назад
Wow thx you for this video, it's super clear, can't wait to try it out !
@manufreaks06
@manufreaks06 Год назад
Tremendously helpful ! i just created a gym tracker dashboard after discovering ur tutorial :)
@gaboc.o7226
@gaboc.o7226 2 года назад
This is a great channel, hope you get more subs. Keep up the excellent work
@Thuvu5
@Thuvu5 2 года назад
Aw thank you for this, Gabo!! I'll do my best to keep it up 🙌🏽
@michaelomosebi6374
@michaelomosebi6374 2 года назад
Thanks for this. I love your unique voice
@Thuvu5
@Thuvu5 2 года назад
Thanks so much for tuning in Michael! 🙌🤗
@rozinha3377
@rozinha3377 Год назад
Thank you so much,🙏 Thu Vu
@izzhamburhan9518
@izzhamburhan9518 2 года назад
This is very great ! Hope to see more video like this
@fredericoamigo
@fredericoamigo 2 года назад
Really good vid! Thanks for sharing this!
@Alex-hh5oe
@Alex-hh5oe 2 года назад
Very cool!
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