Introduction to Dash Plotly - Data Visualization in Python

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An introduction to the Dash web application framework. Dash is used to create browser-based interactive data visualization interfaces with Python. My goal is for you to understand how to use Dash. 👉 A newer version of this video can be found here - • Plotly Dash Tutorial -...
Advance your AI & Python career skills with others in the Charming Data Community:
charming-data.circle.so/home
The Code:
github.com/Coding-with-Adam/D...
View my book - The Book of Dash:
www.amazon.com/Python-Dash-An...
github.com/DashBookProject/Pl...
The Data:
drive.google.com/file/d/19xeI...
Dash App Gallery:
dash-gallery.plotly.host/Portal/
Dash Components:
dash.plotly.com/dash-core-com...
Plotly Graphs:
plotly.com/python/
The Callback:
dash.plotly.com/basic-callbacks
Plotly Express:
plotly.com/python-api-referen...
Dash Plotly Community Forum:
community.plotly.com/c/dash/16
Video Layout:
00:00 - Introduction to Dash
01:57 - 3 pillars of Dash
05:17 - the Data
06:35 - the Code
08:38 - App Layout section
13:31 - the Callback
26:18 - Tutorial Challenge
28:35 - Plotly-Dash Community Forum

Опубликовано:

29 июн 2024

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Комментарии : 629

@CharmingData 4 года назад

To learn more Plotly & Dash and advance your career skills, join the free Charming Data Community: charming-data.com/ Solution to tutorial challenges: github.com/Coding-with-Adam/Dash-by-Plotly/blob/master/Other/Dash_Introduction/solution_bar.py 🙌If you benefitted from these tutorials & would like to show your appreciation & support the existence of more tutorials www.patreon.com/charmingdata. 👉 A newer version of this video can be found here - ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-7m0Bq1EGPPg.html

@lauragrandas4036 3 года назад

I clicked this video accidentally, but stayed because I loved your teaching style. Guess who's now trying the challenge instead of completing homework now?

@CharmingData 3 года назад

Thank you for watching, Laura. Were you able to solve the challenges?

@tryecarmack3838 3 года назад

This tutorial was easy to follow informative and, crucially, pretty easy to expand and adapt to what I want to do. Thanks!

@Postermaestro 2 года назад

Very clear with a clear minimal example while explaining the general case throughout. And without a bunch of nonsense jingles and unrelated animations every 5 min like many of other programming tutorials. Really nice

@paulbeelen1451 4 года назад

Finaly! Best Dash tutorial I’ve seen so far. This one made it click for me. Thanks!

@CharmingData 4 года назад

I'm glad you liked it, Paul. I hope you enjoy the other tutorials as well.

@mw8151 3 года назад

One of the best learning experiences I have had. You are a great teacher, thank you for sharing🎓

@arindamjain6892 3 года назад

Just 10 mins into the video, already in love with this man's explanation. Cheers mate!

@williamsgsebastian6766 3 года назад

You've no idea how much value you've added to my life mate. Thank you!!

@masmillianv2369 3 года назад

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@mahmoudshihab 2 года назад

I’ve been trying to wrap my head around the basics callbacks and dash for like three weeks. This saint of a man explained it to me in half an hour. God bless you sir.

@wtfdoiputhere 3 года назад

Honestly this is still the most amazing Dash tutorial on yt and whenever i wanna fall in love with Dash again i come to watch this man and see how he calmly explains everything

@CharmingData 3 года назад

Thank you for your kind words, @IayZ

@toddgillies3380 Год назад

I can't remember the last time I actually watched a 30-minute RU-vid tutorial without skipping ahead or stopping halfway through. This one had me interested until the end! Thanks!

@patrickgleeson2288 2 года назад

Amazing tutorial! Love the clear breakdown of each of the three components. Save the bees!

@abdullahansari5084 3 года назад

Give this guy a medal. It saved me hours of research!!! Salute Guru on simplification of three pillars.

@evileyelivelumix831 4 года назад

Thanks for the tutorial. It is a great example for actual projects!

@amiralansari9946 4 года назад

I'm glad I found your channel! It's clear that you put a lot of time and effort into making your videos and content. I like that you take the time to logically explain everything, break down each step, and provide all the relevant information. Keep it up! Any plans on making a tutorial on Dash App deployment (e.g. adding Dash to a website)?

@yiyingnan7073 3 года назад

I love this guy, concise and precise.

@kasonk1692 2 года назад

I do too :)

@bigzang1491 4 года назад

Great tutorial! I have seen a few of your videos and you are definitely my go-to guy to have dash concepts explained! Keep up the great work!

@masmillianv2369 3 года назад

@aimdam1528 3 года назад

Save the bees guys!, great disposition and a line of character, as a programmer I salute you my friend!

@CharmingData 3 года назад

Thank you AimDam. I appreciate it.

@BeefLoverMan 3 года назад

The lowest hanging fruit would bet te California almond industry. About 50% of all US bees are transported from all across the country to California every year to pollinate almond plantations , then they get transported back. About half (25% of the entire US population) die during transport every year. Crazy, huh?

@bluzane 3 года назад

He is a Mesiah. Thank you Thank you

@shaunaksen6076 3 года назад

Amazing explanation! Really clear and concise, thanks a lot!

@perfumedsea 3 года назад

Thanks for recommending this video. I was always wondering what visualization lib to use with python background and this video solved it.

@CharmingData 3 года назад

Great Yu. Enjoy Dash

@matteotamburri2837 3 года назад

I think this is the first or second time at most that I leave a comment under a video, but this time I think it is due because you deserve all my compliments. You have an excellent mastery of the instrument and the great communicative ability to make it understood with clear and very detailed explanations (especially when you explain where things are going and how to eventually expand their use). Really a great job, I hope you will make many more videos because you can communicate a lot of information in a very short time, the result of mistakes and study, encouraging people to know tools like this. Chapeau

@CharmingData 3 года назад

Thank you Matteo. I'm happy it helped you. Let me know if you have questions in the future, as you build dashboard-based web apps.

@christopherreif3624 2 года назад

I'm so glad you have this tutorial, I have to create a dashboard in python and I had nowhere to start. My whole class is in R, but with the option for python. Plz keep pushing more videos like this!

@AliAhmed-ri5ty 2 года назад

I am also doing a project of dashboard. Did you find any other useful resource or online course which helped you ?

@fredericodesouzacruz3779 2 года назад

It is really Charming , fantastic tutorial very clear and at same time concise and right to the point. Thank you very much

@ang2887 10 дней назад

Fantastic tutorial! So clear and concise, couldn't wish for the better first intro to the subject. Thanks!

@kaibrown7511 4 года назад

To the point and I like that you explain the documentation you find useful. Great tutorial!

@CharmingData 4 года назад

Thank you Kai. I hope you build great dashboards with Dash.

@shivamulagala1212 3 года назад

What an awesome stuff, Great keep going. It would be great if you put them in playlist order. People will continue till end without searching for next one.

@cesarparedesmusic 3 месяца назад

Thank you! I was so confused trying to understand what were dash core/html components and callbacks. Your video explanation was very illuminating

@monicabacon1324 3 года назад

Thanks so much for taking the time to do this tutorial. This is so far the only understandable tutorial I've ever seen!

@CharmingData 3 года назад

You're welcome Monica. I recommend see the callback tutorial next. It's very important to understand for working with Dash..

@minstel1 3 года назад

Thank you so much for this Dash tutorial, I was confused after watching so many and this tutorial was incredible!

@CharmingData 3 года назад

You're welcome Jemini. Good luck with Dash

@minstel1 3 года назад

@@CharmingData Thank you so much! I have actually been learning Python for 2 months alongside my current job. I would love to go into data analysis in the future. I was wondering if you have any tips for making a choropleth map focusing solely on the UK?

@CharmingData 3 года назад

@@minstel1 Nice. Python is very powerful. For the choropleth map focused on the UK or any other country, you would need a geojson polygon file of that country. Hopefully, you can find it somewhere on the internet. I was looking for one for Costa Rica but couldn't find it.

@minstel1 3 года назад

@@CharmingData Thank you so much :)

@clairewu4921 3 года назад

The best intro video! Thank you for saving me hours of figuring out the logic of callbacks!

@CharmingData 3 года назад

You're welcome Claire. To get a deeper insight on all that the callback can do, make sure to watch the last tutorial on the callback. I think you'll like it a lot.

@clairewu4921 3 года назад

@@CharmingData Sounds good! will do

@sarmaos587 3 года назад

amazing explanation also full of examples! thanks for this and keep up the good work bru!

@SuperTenja 2 года назад

This is nice! You've given all the elements required for building almost anything, but it could've been nice if you used a chart like a bar/scatter/line chart that are used py people much more often! Thanks for the good work!

@edtaub6102 3 года назад

Excellent overview plus interesting data. Had to update my dash revision to latest but now works like a charm.

@CharmingData 3 года назад

I'm glad it's working for you, Ed. Good luck with future dashboard apps. If you have any questions, let me know.

@BohdanDuCiel 3 года назад

I can’t believe i just stumbled on this video, exactly when i needed them in a project

@asdasdd320 3 года назад

Dude I hope you know that once you start googling questions related to a topic, the algorithms will start suggesting you with related content.. So you didnt happen to "stumble" on it, it was all in the algorithm..

@tamaspal5677 3 года назад

10 mins in the video and I can already tell this the best tutorial so far on the topic, thanks!

@CharmingData 3 года назад

Thank you @Tamas

@harisvoloder5062 Год назад

I am so happy I found you! Simply amazing work!

@utkarshgupta4449 2 года назад

Probably the best plotly-Dash Tutorial on RU-vid.

@abduvosidmalikov 2 года назад

Thank you very much! 1. you prepared very well 2. your speech flow is smooth 3. you explain everything step by step Awesome!

@CharmingData 2 года назад

thank you @Abduvosid

@avinashtripathi2600 4 года назад

Finally ! After remaining confused from more than 20 tutorials, I found this video and you made it so easy. Thank you so much.

@CharmingData 4 года назад

I'm glad you like it, Avinash. Is there any other part of Dash that you are looking to learn?

@lauraochoa96 4 года назад

@@CharmingData Thanks for the video 👍

@bas5rocker311 4 года назад

@@CharmingData Really loved the tutorial man, but I have few doubts about a project I'm working on. Is there any way I can contact you? If you're free to help that is

@CharmingData 4 года назад

@@bas5rocker311 of course. I should have more time next week, but feel free to write me at info@charmingdata.org

@bas5rocker311 4 года назад

@@CharmingData will do, thanks a lot bro

@Rabixter 3 года назад

Awesome! Very clear and easy to follow.

@seephane8134 3 года назад

I am comparing 3 UI frameworks for project. Those are Bokeh , React and Dash. After mush research, i still confuse as don't know what to choose for and finally after i saw your most valuable tutorial, i decided to choose Dash. Really appreciate a lot for your such comprehensive,easy to follow and really nice tutorial. People selling DASH courses on udemy are not good enough (even not close) and you are super. MUCH APPRECIATE THAT. YOU ARE THE MAN. THANKS BRO.

@CharmingData 3 года назад

You're welcome See Phane. I think you will really enjoy Dash. Make sure to see the tutorial on the callback from a couple weeks ago. This will really help you understand to work with Dash. ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-mTsZL-VmRVE.html

@jacobceles 2 года назад

Wow this is one of the best crash courses on dash I have seen so far, nice job!

@jamescarroll489 3 года назад

Exactly what I was looking for. Thanks for saving everyone time! Well done presentation!

@CharmingData 3 года назад

you´re welcome, @James

@davidatascientist 2 года назад

Great content about plotly! Thanks for sharing your knowledge, your videos are helping me a lot to use Plotly and Dash.

@futix13_ 4 года назад

Excellent introduction man! Thanks a lot b this easy explanation.

@BradHuston Месяц назад

Shout out from Brazil! That's the best video I've ever seen. Thank you.

@KeithFlint350 3 месяца назад

This is the best explanation I have found on RU-vid! I understand now HOW it works. In most of tutorials people just grab my hand and say "write this, click there, do that, tadaaa", and I go like "yeah, I did it, but I have no idea how to do it again without you". Amount of hours saved on research is nothing in comparison to frustration that you have have saved with this video :) Big picture first and then we can talk about details. Thank you!

@CharmingData 3 месяца назад

Thanks for watching. I'd recommend you join the charming data community to work on Dash and AI apps together. I'm sure you'll learn a lot faster with the support of others :) charming-data.com/

@lavaphoenix_wings539 3 года назад

Thank you very much kind sir, i have not once found a tutorial that was THIS torough.

@parttimelarry 3 года назад

Great video. My first intro to Dash and now my goal for tomorrow is to build something using it.

@CharmingData 3 года назад

Good luck Larry. Make sure to see the tutorial on the Dash callback - I think it's the last video that I posted on Sunday. It's really important to master the callback in order to create strong dashboards. Feel free to write me if you have any questions. Adam

@alextapia3810 3 года назад

It really helped me, now i am going to test the challenges. God bless you greatly

@santoshhale847 3 года назад

Excellent..! Your explanation is awesome!! Overall superb!!

@ivanpalmegiani2600 3 года назад

Full support to the cause, bees are vital and it's great that you addressed the topic in a Dash tutorial...which is, btw, pretty well done! Thank you

@CharmingData 3 года назад

Thank you Ivan. I appreciate your words.

@alinacbh8174 6 месяцев назад

Thank you, very nice man! I like the way you structured all this stuff, and I love your awareness! I wish you all the best!

@CharmingData 6 месяцев назад

Thank you :)

@pottamvivek 3 года назад

Thanks for making this!! You are the best !!

@riquardi 3 года назад

dash -like tools are really helpful in saving time for a person who just realizes the need of a visualization tool. That is simply amazing and beautiful on the side of creators who are willing to give out quality for free. DEMOCRACY!

@beto.004 2 года назад

Best dash tutorial out there HONESTLY!!! thanks a lot! 🐝🐝🐝

@JaredDeLaCruzAU 2 года назад

Thanks for the tutorial, you're a good teacher.

@VishalSharma-rn7mt 3 года назад

Awesome video man, thank you so much for making this video

@golivoc 3 года назад

Great introduction to Dash!! Thank you!!

@nurzarifahsalib1753 4 года назад

Thank youuu! Finally a full and steps by steps tutorial. Please do a few more.

@CharmingData 4 года назад

Wait for next week. I hope to post a tutorial on dynamic callbacks

@nurzarifahsalib1753 4 года назад

@@CharmingData Great. can you do on attach image such as company logo as well?

@CharmingData 4 года назад

@@nurzarifahsalib1753 I Nur. Thank you for the suggestions

@Ilovecave 3 года назад

The best tutor and video on RU-vid! Thank you so much!!! Good Luck!

@CharmingData 3 года назад

Thank you @kang yun

@marvinkunz843 2 года назад

You seem to be a super wholesome programmer! Just subscribed!

@Mashburn007 2 года назад

Hey man , this is the first time I m watching your channel , thanks for the content

@henrytirla 3 года назад

Thank you for this .It help me have an overview of dash before actually working through it great tutorial

@CharmingData 3 года назад

In glad it was helpfully, Henry

@azharkazi7299 3 года назад

Excellent and Awesome tutorial on Dash... Thanks brother

@lavericklavericklave Год назад

this is excellent, you're a really good tutor! thanks :)

@RobThompsonRealtor Год назад

Fantastic explanation.

@redforestx7371 Год назад

Dude you are amazing! Thanks for the tutorial!

@yitongsun6702 2 года назад

So great tutorial, thanks!

@RuslanSkiraUkraine Год назад

Thank you for knowledge sharing. Experience is gold.

@hanibek4448 2 года назад

Amazing work. Thank you!

@anishkumar3073 4 года назад

Great tutorial with crystal clear Explanation

@CharmingData 4 года назад

Thanks for watching. I'm glad you liked it

@ravikiran2959 2 года назад

very good teacher...structured and easy to understand basics

@vimukthirandika872 Год назад

This is awesome man!!!!!

@matejajovanovic132 3 года назад

Man you rock, very good examples and explanations. Please don't stop making youtube videos, we need more people like you on this platform! :D

@CharmingData 3 года назад

Thank you Mateja. Have you started using Dash?

@matejajovanovic132 3 года назад

Charming Data yep actually I’m getting started on some project on my internship. We will be using Dash. :D It seems very nice, I am probably going to binge watch all of your videos :D

@CharmingData 3 года назад

@@matejajovanovic132 good luck. The last tutorial on the callback is pretty important, as it will help you learn the basics. I hope you get to create a beautiful dashboard.

@matejajovanovic132 3 года назад

Charming Data thank you, I will watch it definitely!

@seraiahdaniella3755 Год назад

Thank you for sharing this!

@fernandomartinez7191 Год назад

You are amazing! Thank you for your time und knowledge. You saved me! 🙌🙌🙌

@rbomeisel 3 года назад

congratulations on this! really great stuff. appreciate it! :)

@CharmingData 3 года назад

You're welcome @Raphael

@MakeDataUseful 2 года назад

Amazing! You've got my subscription. Great stuff.

@MangoBee093 2 года назад

Thank you for an amazing tutorial 🙏🙏

@lipikadewangan5414 3 года назад

Its an Outstanding video for beginners like me.Thank you so much sir..You have explained each line with perfect clarity to feed us the basic concepts.. I wish and eagerly waiting for more such videos from you.I request you kindly to float any videos to learn Git and GitHub.

@CharmingData 3 года назад

Thank you Lipika. Go into my channel and look at the playlists. I think there are a lot of videos that you would like. I post a video once a week,

@ramsvault 2 года назад

wonderful explanation !! really helped me

@robertsoncarrilloz.4334 2 года назад

Amazing! Thank you sooooo much....just subscribed!

@RichieWan 2 года назад

Love your videos, thank you very much!

@CoCo-Vitamin Год назад

Thank you so much for teaching me these fancy features! Love your videos

@CharmingData Год назад

Thanks for watching

@OficinadoArdito Год назад

great tutorial, man! Thank you!

@TariqTheTutor 4 года назад

Thank you for the awesome tutorial! Hopefully, God willing, your channel will grow, I am leaving a comment here to help others find the channel :)

@CharmingData 4 года назад

Thank you Tariq

@CharmingData 3 года назад

Hi Tariq. I am trying to gather more supporters to create higher quality educational tutorials on Dash 👨🏽‍🏫 My goal is to reach my first 15 supporters, and it would mean a lot if you were able to support me 😊 www.patreon.com/charmingdata I'd love to see any web apps that you might have created :) Enjoy your weekend.