Introduction to Dash Plotly - Data Visualization in Python

Рет қаралды 776,218

Күн бұрын

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 👉 A newer version of this video can be found here - • Plotly Dash Tutorial -...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

Пікірлер: 630

@CharmingData 4 жыл бұрын

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 👉 A newer version of this video can be found here - kzfaq.info/get/bejne/bdNgddRiqq20gJs.html

@lauragrandas4036 3 жыл бұрын

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 жыл бұрын

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

@arindamjain6892 3 жыл бұрын

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

@Postermaestro 2 жыл бұрын

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

@tryecarmack3838 3 жыл бұрын

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

@mw8151 3 жыл бұрын

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

@paulbeelen1451 4 жыл бұрын

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

@CharmingData 4 жыл бұрын

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

@mahmoudshihab 2 жыл бұрын

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.

@abdullahansari5084 3 жыл бұрын

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

@williamsgsebastian6766 3 жыл бұрын

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

@masmillianv2369 3 жыл бұрын

Everyone knows that trading financial markets has the makings of great profitability. However, it requires a lot of technical know-how and a great amount of time tracking the markets. But don't fret! We have the perfect remedy. MSA Securities LLC is an innovative way you can gain unlimited access to the vast opportunities of trading and investments without any technical skills and very minimum amount of time. Here, at MSA Securities LLC, we conduct countless business transactions and make good profits constantly because we have the best financial brokers that are proficient money-related investigators and experienced specialists in remote trade and investments analysing with securities and shares of various organizations in USA that are required for profitable trades and investments. What are you waiting for? Simply use the link www.msasecurities.llc To Register. Start funding and earn good profits now.

@amiralansari9946 4 жыл бұрын

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)?

@toddgillies3380 Жыл бұрын

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

@wtfdoiputhere 3 жыл бұрын

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 жыл бұрын

Thank you for your kind words, @IayZ

@patrickgleeson2288 2 жыл бұрын

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

@evileyelivelumix831 4 жыл бұрын

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

@cesarparedesmusic 3 ай бұрын

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

@shaunaksen6076 3 жыл бұрын

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

@aimdam1528 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

Thank you AimDam. I appreciate it.

@BeefLoverMan 3 жыл бұрын

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 жыл бұрын

He is a Mesiah. Thank you Thank you

@fredericodesouzacruz3779 2 жыл бұрын

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

@shivamulagala1212 3 жыл бұрын

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.

@matteotamburri2837 3 жыл бұрын

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 жыл бұрын

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.

@bigzang1491 4 жыл бұрын

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 жыл бұрын

@ang2887 27 күн бұрын

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

@perfumedsea 4 жыл бұрын

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

@CharmingData 4 жыл бұрын

Great Yu. Enjoy Dash

@christopherreif3624 2 жыл бұрын

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 жыл бұрын

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

@kaibrown7511 4 жыл бұрын

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

@CharmingData 4 жыл бұрын

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

@monicabacon1324 3 жыл бұрын

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 жыл бұрын

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

@harisvoloder5062 Жыл бұрын

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

@utkarshgupta4449 3 жыл бұрын

Probably the best plotly-Dash Tutorial on KZfaq.

@edtaub6102 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

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

@tamaspal5677 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

Thank you @Tamas

@Rabixter 3 жыл бұрын

Awesome! Very clear and easy to follow.

@sarmaos587 3 жыл бұрын

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

@jacobceles 2 жыл бұрын

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

@yiyingnan7073 3 жыл бұрын

I love this guy, concise and precise.

@kasonk1692 2 жыл бұрын

I do too :)

@davidatascientist 2 жыл бұрын

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

@minstel1 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

You're welcome Jemini. Good luck with Dash

@minstel1 3 жыл бұрын

@@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 жыл бұрын

@@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 жыл бұрын

@@CharmingData Thank you so much :)

@clairewu4921 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

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 жыл бұрын

@@CharmingData Sounds good! will do

@alextapia3810 3 жыл бұрын

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

@lavaphoenix_wings539 3 жыл бұрын

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

@BohdanDuCiel 3 жыл бұрын

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

@asdasdd320 3 жыл бұрын

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..

@futix13_ 4 жыл бұрын

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

@jamescarroll489 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

you´re welcome, @James

@BradHuston 2 ай бұрын

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

@avinashtripathi2600 4 жыл бұрын

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 жыл бұрын

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

@lauraochoa96 4 жыл бұрын

@@CharmingData Thanks for the video 👍

@bas5rocker311 4 жыл бұрын

@@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 жыл бұрын

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

@bas5rocker311 4 жыл бұрын

@@CharmingData will do, thanks a lot bro

@abduvosidmalikov 2 жыл бұрын

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 жыл бұрын

thank you @Abduvosid

@JaredDeLaCruzAU 2 жыл бұрын

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

@golivoc 3 жыл бұрын

Great introduction to Dash!! Thank you!!

@KeithFlint350 4 ай бұрын

This is the best explanation I have found on KZfaq! 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 4 ай бұрын

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/

@pottamvivek 3 жыл бұрын

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

@santoshhale847 3 жыл бұрын

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

@beto.004 2 жыл бұрын

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

@parttimelarry 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

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

@SuperTenja 2 жыл бұрын

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!

@VishalSharma-rn7mt 3 жыл бұрын

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

@seephane8134 3 жыл бұрын

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 жыл бұрын

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. kzfaq.info/get/bejne/o7qjja9eu9O2hnk.html

@azharkazi7299 3 жыл бұрын

Excellent and Awesome tutorial on Dash... Thanks brother

@henrytirla 3 жыл бұрын

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

@CharmingData 3 жыл бұрын

In glad it was helpfully, Henry

@RobThompsonRealtor Жыл бұрын

Fantastic explanation.

@marvinkunz843 2 жыл бұрын

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

@hanibek4448 2 жыл бұрын

Amazing work. Thank you!

@ivanpalmegiani2600 3 жыл бұрын

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 жыл бұрын

Thank you Ivan. I appreciate your words.

@lavericklavericklave Жыл бұрын

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

@nurzarifahsalib1753 4 жыл бұрын

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

@CharmingData 4 жыл бұрын

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

@nurzarifahsalib1753 4 жыл бұрын

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

@CharmingData 4 жыл бұрын

@@nurzarifahsalib1753 I Nur. Thank you for the suggestions

@alinacbh8174 7 ай бұрын

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 7 ай бұрын

Thank you :)

@yitongsun6702 2 жыл бұрын

So great tutorial, thanks!

@seraiahdaniella3755 Жыл бұрын

Thank you for sharing this!

@Ilovecave 3 жыл бұрын

The best tutor and video on KZfaq! Thank you so much!!! Good Luck!

@CharmingData 3 жыл бұрын

Thank you @kang yun

@RuslanSkiraUkraine Жыл бұрын

Thank you for knowledge sharing. Experience is gold.

@ravikiran2959 2 жыл бұрын

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

@redforestx7371 Жыл бұрын

Dude you are amazing! Thanks for the tutorial!

@Mashburn007 2 жыл бұрын

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

@peanutsee 3 жыл бұрын

Very useful, thank you!

@MangoBee093 2 жыл бұрын

Thank you for an amazing tutorial 🙏🙏

@fernandomartinez7191 Жыл бұрын

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

@anishkumar3073 4 жыл бұрын

Great tutorial with crystal clear Explanation

@CharmingData 4 жыл бұрын

Thanks for watching. I'm glad you liked it

@CoCo-Vitamin Жыл бұрын

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

@CharmingData Жыл бұрын

Thanks for watching

@OficinadoArdito Жыл бұрын

great tutorial, man! Thank you!

@ramsvault 2 жыл бұрын

wonderful explanation !! really helped me

@akshitstenaa 3 жыл бұрын

hey mate, I wish I cloud like your video a 1000 times. Thx a ton

@ArzuKumca 3 жыл бұрын

what a great tutorial, many thanks!

@bobh37 2 жыл бұрын

I love this tutorial, thank you!

@SebasMM2486 3 жыл бұрын

Really good tutorial!

@MakeDataUseful 2 жыл бұрын

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

@AlonAvramson 3 жыл бұрын

Thank you for this fantastic video!

@BlakLotus 3 жыл бұрын

What a really great tutorial!

@aminalaanab5454 3 жыл бұрын

thankkkkk u a lot for the first time i understand dash mechanism go ahead u are doing verrrrrry wellll

@eugenetapang 3 жыл бұрын

Love it! Thank you.

@Theamitgodbole 4 жыл бұрын

Great tutorial! Thanks!

@sakshamdutta6366 3 жыл бұрын

First The Batman Trailer and now you.......Great tutorial dude !

@prathameshsundaram7509 2 жыл бұрын

Great video thanks man!

@riquardi 3 жыл бұрын

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!