Comprehensive Python Beautiful Soup Web Scraping Tutorial! (find/find_all, css select, scrape table)

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Practice your Python Pandas data science skills with problems on StrataScratch!
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In this video we walk through web scraping in Python using the beautiful soup library. We start with a brief introduction to HTML & CSS and discuss what web scraping is. Next we start getting into the basics of the beautiful soup library. This includes how to load a webpage, the basic commands you need to know such as find & find_all, grabbing strings from an HTML elements, etc. The final section of this tutorial is a series of exercises where you can practice your skills. In this section we scrape a webpage for links, we learn how to scrape a table and load it into a pandas dataframe, and we see how you can scrape & download a web image. Hope you enjoy!
I’m looking into making future videos on more complex things you can do with web scraping as well as other libraries that are helpful such as Selenium & ScraPy. Subscribe to not miss those.
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Resources used in this video
Simple webpage: keithgalli.github.io/web-scra...
Example webpage: keithgalli.github.io/web-scra...
Link to source code: github.com/KeithGalli/web-scr...
Beautiful Soup Documentation: www.crummy.com/software/Beaut...
CSS Selector Reference: www.w3schools.com/cssref/css_...
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Learn more about HTML/CSS
@Traversy Media HTML Crash Course: • HTML Crash Course For ...
@Traversy Media CSS Crash Course: • CSS Crash Course For A...
Codecademy: www.codecademy.com/catalog/la...
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Video timeline!
0:00 - Intro & Video Overview
1:09 - What is web scraping?
3:51 - Introduction to HTML
Using the beautiful soup library (5:29)
6:31 - Loading in a webpage (requests library)
8:21 - Starting to scrape
9:18 - find & find_all methods
16:00 - Finding specific text/strings in our HTML (regex)
18:38 - Select method (CSS path selections)
25:55 - Grabbing the string/text from an HTML element
28:17 - Getting a property of HTML element (href, src, id, class, etc)
29:41 - Code navigation (parents, children, siblings)
Let’s practice our skills! (33:57)
35:53 - Exercise #1: Grab all social links on webpage in 3 different ways
42:09 - Exercise #2: Scrape an HTML table into a Pandas Dataframe
53:09 - Exercise #3: Grab all fun facts that contain the word “is”
57:59 - Exercise #4: Use beautiful soup to help download an image from a webpage
1:04:20 - Exercise #5: Solve the mystery challenge!!!
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Instagram | / keithgalli
Twitter | / keithgalli
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If you are curious to learn how I make my tutorials, check out this video: • How to Make a High Qua...
*I use affiliate links on the products that I recommend. I may earn a purchase commission or a referral bonus from the usage of these links.

Опубликовано:

3 июл 2024

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Комментарии : 448

@KeithGalli 12 дней назад

I made a new tutorial building off of the knowledge learned in this video! Check it out! ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-DcI_AZqfZVc.html

@BennyHarassi 4 года назад

Shouts to Keith for giving us all an MIT education without the MIT debt

@KeithGalli 4 года назад

Haha I took one for the team xD

@Viralvlogvideos 4 года назад

haha

@hkemal2743 3 года назад

Haha. That was a good one.

@krishnahare3638 3 года назад

@@KeithGalli how to start never been good in math 50 years old sitting at home? thnx;-)

@tanmaytiwari2450 3 года назад

@@KeithGalli since breaking bad minivans are you know swag 😉

@TheFearlessGoat 3 года назад

I love that you have exercises for us to do in the videos! Learned so much from this.

@doomimic315 3 года назад

This tutorial was incredibly helpful! Web scraping is something I've always found interesting but just hadn't been bothered to start learning, yet this video made it easy to understand and covered a huge range of ways to deal with potential problems. Seriously can't thank you enough for this video and will certainly be sticking around for any new tutorials you upload.

@MarceloSantos-nc9wq 3 года назад

Keith, many thanks for giving us too many excellent information about hard topics. You do the things seem totally simple to do. Sincerely, your tutorials are the best. Again, thank you so much for sharing all of this with us.

@rogerwprice 3 года назад

Another fabulous real-wold tutorial. Thanks for the google and stack overflow searches and the errors with recovery!

@symnshah 3 года назад

I have watched a couple of other videos on BeautifulSoup but believe me this one from Keith is the best one. Keith will take you from scratch to a decent level. Thank you so much.

@chiranthchangappa6231 3 года назад

One of the best web scraping contents I've seen to date. But the ending was hilarious!

@khinekhinezaw65 3 года назад

This is the best web scraping tutorial. Thank you so much!

@soesevenonesix Год назад

Keith, your videos are excellent. You are totally getting me through grad school just watching your tutorials. Keep it up!

@adrianobavaresco76 Год назад

Thank you Keith! This is the best video that i watch about bs4. 👏👏

@OgoidRei 3 года назад

Thank you Keith, amazing content, easy to follow, clear explanition, great exercices (with walkthrough) and love the funny breaks/comments during the video. Followed and like

@wahaha108 2 года назад

The best python video i have ever seen. No wasted words, dive into the important topic. Lol, great!

@user-ke5gm4sf8c 8 месяцев назад

one of the best beautiful soup videos, and really want to say thanks! Keith

@pablomora7880 3 года назад

Well done! First class of Web Scrapping! Awesome

@santoshvaidya3752 3 года назад

This is one of the finest videos i have ever seen on training. You are an amazing trainer and most importantly you are explaining things in very simple english, also with examples or exercises that would give an hands on experience for viewers......thanks.

@rodrigomonteiro8780 3 года назад

Man you save my life. your tutorials are amazing.

@lokotock 3 года назад

Thanks a lot! Your video are clear and pretty useful! And it’s a joy watching them! I’m glad that I found your channel ✨

@modernmistyk4341 2 года назад

You saved my life, I hope you're getting all the beautiful things in life you deserve

@investandcyclecheap4890 3 года назад

This is such a great tutorial ! I loved being able to pause and figure out the problems on my own. I really learned a lot! Thanks Keith, you rock!

@geekyprogrammer4831 2 года назад

did the same 🤓🤓

@LoganNinefingers 3 года назад

Keith you'll be the first one I cite when I write my nobel prize winning book or whatever it is nobel prize winners write. Golden content. Gracias!

@iklintsov 3 года назад

best most concise and detailed tutorial on bs

@PrielCohen1 Год назад

Thank you for the video! You explain things so clearly

@carlmerrigan5403 2 года назад

Thanks for great tutorial, Keith!

@mohitupadhayay1439 2 года назад

As someone earlier said, Big SHOUT OUT to Keith for getting the community such amazing content!

@lalitsharma-gl4kr 3 года назад

Value for time invested in watching your videos. Along with the subject knowledge, we understand how to practically approach a problem. Thanks a ton for sharing your knowledge.

@apsilal 3 года назад

I paid a bootcamp for learning. But Keith you are way above all that. I understood the concepts from your video only. I owe you man!! Keep going and please don't stop putting up such videos.

@KeithGalli 3 года назад

I appreciate the support! Happy that the videos are helpful

@kaustubhgupta12 4 года назад

When keith do it, its perfect 🤩

@KeithGalli 4 года назад

Aww I appreciate that 😊

@muthonigathage263 2 года назад

This was a fun video! Thank you Keith Galli.

@jatinkumar4410 3 года назад

As usual.... Awesome Tutorial!!!

@vatsdimri3675 2 года назад

Really learned a lot. Loved the exercises.

@ajaykushwaha-je6mw 2 года назад

The Best thing about your tutorial are that you start from scratch and teach basic and explain each fragment of code with concept. Love from India.

@Amulya7 Год назад

Beautiful video Kieth. Loved it.

@shin-mg7hn Год назад

Your video really help a lot to understanding the Beautiful Soup, thank you, Keith!

@lefu7812 4 года назад

Your tutorials are the best, honestly. Thank you so much for doing this.

@KeithGalli 4 года назад

Glad you enjoy them!! You're very welcome :)

@alic Год назад

Brilliant, amazing channel. Major kudos to you Keith!!

@gavreleric3493 3 года назад

Wow, really impressive. One of the best channel ! Keith you are very clear with your explanations. Thank you for sharing your knowledge :)

@sarahburkhardt2037 3 года назад

Thanks for sharing this! I am mostly just popping in to learn, but this is helping me know how to think about data & see that there are a lot of options.

@benlucke7763 2 года назад

Thanks for the tutorial Keith! Keep up the great work

@nasser_omar 2 года назад

Hi Keith, I'm really excited to watch this video. Actually, I used to watch your all Python-related videos, especially the Pandas one. Keep going, and I hope to meet you one day. THANKS, A LOT

@armandoacevedoluna3393 3 года назад

Yes! Awesome tutorial dude. Looking forward to your next web scraping video. Cheers!

@amranazad4540 3 года назад

This guy deserves the world

@dusty6193 3 месяца назад

Only a third of the way through this video and I already feel like I understand this better. Thank you, brand new at this

@ranveersharma1666 4 года назад

i am from india . we really dont get this quality stuff here.. so thanks to youtue and you.. for spreading wonderful knowledge.. keep rocking !

@jamesdavies5386 Год назад

Hey this tutorial is great! I've been looking for a decent one like it for some time now and I can't believe it took the algorithm this long to show this on my recommended page

@kallenmulilonalyanya4181 Год назад

I like how you make simple stuffs that were really scary. Bravo man.

@tralfazy 10 месяцев назад

Great video and well done. I learned a lot from it. Thanks Keith!

@gyugyugyu.1 4 года назад

Love your videos im watching them nonstop...thank you❤️❤️

@andrewp319 3 года назад

This is by far the best tutorial I have found after searching through the internet for hours. I subscribed just because of this one great video. Please keep doing videos of practical applications of Python. Project tutorials are the best.

@narcwatcher Год назад

absolutley

@luchoargentina1 4 месяца назад

Son increibles tus videos!! Gracias Keith

@shrutipancholi3544 3 года назад

One spot for all my Python needs. Thanks Keith! ; )

@chineduezeofor2481 3 года назад

Wow! This is just too good. Thanks for the video Keith

@ivm6878 3 года назад

Thank you Keith, love your tutorials ! I was able to solve the last exercise :D

@futuregootecks Год назад

Wow path navigation is so powerful! Thanks for this!

@rogueknight2414 13 дней назад

I wanted to attempt your recent Advanced web scraping tutorial where I then stumbled upon this amazing tutorial and I'm so glad I did! Thank you very much

@aagambakliwal3654 4 года назад

Thanks alot for the comprehensive tutorial! Really appreciate it

@Dee-bk3gk 3 года назад

You have a lifetime sub from me. Been looking for videos like this for a long time. Keep up with the great content!

@nallym82 3 года назад

I am very glad that I found your videos. I learnt more from you than all other tutorials combined. Please do a tutorial on xlwings. Thank you

@WysteriaGuitar 3 года назад

Great tutorial, thanks!

@julianaaguiar6375 3 года назад

The best videos! Love your videos and way to present the ideas.

@WondererSeeker 4 года назад

Very good video Keith! Very clear and useful. Thank you.

@Some_random_guy_16 3 года назад

Oh man.. your tasks are excellent. It helped me to get a better confidence in working with soup..

@bhupindersingh4347 2 года назад

This is a very will organized web scrapping tutorial. Thanks for sharing.

@ClaireCodesStuff 4 года назад

This is a fantastic tutorial. When I last tried to learn beautiful soup, we were in the awkward transition phase between python 2 and 3 and every tuturial was in python 2 because they hadn't released code for 3 yet. I learned 3 because it was "the future". Of course, I then wanted to use BS so I had try and figure out what I wanted to do in python 2. I gave up in total frustration. This is a crystal clear guide and now I actually understand how it works and how to use it. Thanks Keith!

@KeithGalli 4 года назад

Happy that this tutorial could clarify the details and remove some of that frustration! :)

@ikki411 3 года назад

This tutorial was incredible. I've done 2 Python courses that touched the 'Web Scraping' subject, but I wasn't able to fully understand it. This video was one of the two videos that made me fully understand it, and I couldn't be more happy about it. And finding out the secret message was amazing too :D

@h4zmeister 11 месяцев назад

wanna share the other video you found helpful ? :)

@ElvisSCL 3 года назад

Always hit LIKE!!! before I watch

@manu93ize 4 года назад

by far the best tutorial on youtube for web scraping. you are very good at dumming it down, even total beginner can even understand. waiting for NLTK tutorial. thank you

@KeithGalli 4 года назад

Glad you enjoyed it!

@zainabkhan5859 3 года назад

This is exactly what I was looking for. Thumbs up Keith for this awesom video :-)

@abdoooooo8583 4 года назад

Great video .. and I watched A LOT videos about beautiful soup. Keep going with the series

@ramu7762 3 года назад

Awesome tutorial.

@monagulapa3022 3 года назад

Thank you so much for your tutorials. You are doing great!

@esspi9 4 года назад

Amazing. Thanks Keith! Looking forward to the Selenium and scrapy series.

@KeithGalli 4 года назад

You're welcome!

@esspi9 2 года назад

@@theduck3126 Try John watson Rooney channel. He's got everything covered.

@fabianrestrepo82 3 года назад

Man watching that ending was almost like watching Jack sink, beautiful ending!! keep it up man, great content

@sardai33 3 года назад

Thanks for another great tutorial Keith :)

@carlosroquesuarezgurruchag8681 3 года назад

of course i will smash that button!! Sos un crack amigo, gracias por la buena onda y dedicacion!

@yesitisme3434 4 года назад

You are great Keith, Thanks for this

@andvad6475 3 года назад

Thanks Keith. A really great video. Keep them coming, really useful videos I am learning a great deal from you. Many thanks.

@rahuldavid4831 4 года назад

Thank you so much for this wonderful tutorial Keith! Words cannot describe how much I am grateful to you for making this gem of a video that covers everything you need to successfully scrape a webpage! Trust me when I tell you that NOBODY HAS MADE A BETTER VIDEO ON BEAUTIFULSOUP than you!!! If I could have the liberty of suggesting future videos, I would love if you made a video about "Regular Expressions". Keep up the good work and God bless!!!

@KeithGalli 4 года назад

Very happy to hear you enjoyed!! A regex video is a great idea :)

@schoolstudentarea4199 3 года назад

i wish i had a cool teacher like you

@jongcheulkim7284 2 года назад

Thank you so much. This is very helpful.

@dhruvrathore2022 4 года назад

Please do a Seaborn Tutorial ! like you did with Pandas, Matplotlib etc. I watched all of them, really glad i found your channel. Simple, informative & on point.

@andyn6053 3 года назад

@Lucas agree, Derek Banas has a great Seaborn tutorial at his channel!

@fardinahsan2069 3 года назад

If you know matplotlib you know most of seaborn, its a matplotlib wrapper. all matplotlib methods work in seaborn too

@unsignedperson476 3 года назад

You are perfect ! You know how to teach. Thank you so much man. Liked your style, and got the subject i have been struggling. Liked and subbed.

@sinaabbasi7670 Год назад

Thank you so much for doing this.😍😍

@bernardobritto8352 3 года назад

LOL, loved the secret message. Great work, thanks for the video

@themuchemitv7418 2 года назад

you are a life-saver brooooo!!!!

@squigworm 3 года назад

Thanks man, this is great

@ulugbek385 11 месяцев назад

What wholesome way to end

@marloscruzeiro5687 3 года назад

Amazing video! Really helped me! Thank you!

@irfanshaikh262 3 года назад

Subscribing, coz I loved it. Glad I found you @keith. Exploring your channel now. Appreciate the way you did it so perfectly making it simpler to understand for me.