Web Scraping to CSV | Multiple Pages Scraping with BeautifulSoup

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  • เผยแพร่เมื่อ 6 พ.ย. 2022
  • In this tutorial you will learn how to scrape multiple web pages using BeautifulSoup and export the results to a CSV files using Pandas Library.
    We use books.toscrape.com as the web scraping playground and get access to the alt attribute of the images and the name of the classes.
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ความคิดเห็น • 140

  • @homeoffice3524
    @homeoffice3524 11 หลายเดือนก่อน +3

    Finally! Really clean and easy to follow scraping video.

  • @skye0613
    @skye0613 5 หลายเดือนก่อน +6

    Finally, a video i can understand and doesn't make me feel dumb.
    Thank you good sir!

  • @zedascouve2
    @zedascouve2 9 หลายเดือนก่อน +1

    Absolutely jaw-dropping the power of web scraping. Congrats for the wonderful and comprehensive video. Waiting for more!!!

  • @samuelebojielu855
    @samuelebojielu855 10 หลายเดือนก่อน +2

    Thank you so much for this video. I have watched several web scraping videos but this is absolutely the best so far.

  • @BenjaminBalaj-yp8zk
    @BenjaminBalaj-yp8zk ปีที่แล้ว

    You explain everything very clearly. Everything makes sense now!

  • @knoxholst67901
    @knoxholst67901 ปีที่แล้ว +12

    I just wanted to let you know that I really enjoyed this video. I was feeling like learning python was stupid. Then I found you doing a cool project and it was easy to follow. I am inspired again thank you.

  • @sundy93
    @sundy93 3 หลายเดือนก่อน

    This video is such a relief ,absolutely the best material about scraping ! Thank you so much!

  • @mattbaker6475
    @mattbaker6475 5 หลายเดือนก่อน +1

    Great video!
    You're not getting enough credit for how well this is made.

  • @extropiantranshuman
    @extropiantranshuman 9 หลายเดือนก่อน +1

    wow - best tutorial so far on beautifulsoup! Thank you!

  • @appleestrada6810
    @appleestrada6810 6 หลายเดือนก่อน +1

    This is by far THE best and easiest to understand explanation I’ve heard about using python to scrape data. Thank you for your effort in creating this video. You got a new subscriber!

  • @everyany4161
    @everyany4161 ปีที่แล้ว +1

    Thank you so much for this video! It's literally an answered prayer for me. 🙏

  • @user-hq8gd9jx8p
    @user-hq8gd9jx8p ปีที่แล้ว

    I just loved it . I used to think web scraping is too hard but when I saw your video it is like so simple that even 10 years old can also understand. Simply great job 👏

  • @osoriomatucurane9511
    @osoriomatucurane9511 8 หลายเดือนก่อน

    So awesome! Consice & crystal clear! You are absolutely a legend.❤

  • @hirrog3865
    @hirrog3865 หลายเดือนก่อน

    After so much searching I finally get a video that is so easy to grasp on scrapping from multiple pages. Thank you

  • @czr372
    @czr372 ปีที่แล้ว

    Thanks a lot for all this web scrapping tutorials! Ill try to do my own scraps now!

  • @randomperson-gp2wd
    @randomperson-gp2wd 6 หลายเดือนก่อน

    Thanks a lot. With some basic level in python and 0 background in programming, I was able to successfully do a project for my master thesis related to media coverage about certain topic.

  • @mohammedtofa431
    @mohammedtofa431 3 หลายเดือนก่อน +2

    I have been searching for a video like this forever. Thank God I landed on your page. Really wonderful and amazing video showing step by step. You are a living legend. Just subscribed as well.

  • @satishm5260
    @satishm5260 9 หลายเดือนก่อน +1

    This is the most on point tutorial I ever watched. No bullshit, no jargon, Just pure knowledge. Thank you Sir, I learnt a lot from this small video.

  • @ghashanti
    @ghashanti ปีที่แล้ว +2

    This was great content. You made web scraping super easy.

  • @ryansmithza
    @ryansmithza ปีที่แล้ว

    Exactly what I was looking for! Thanks!

  • @dawnS33ker
    @dawnS33ker 11 หลายเดือนก่อน

    This video is an absolute gem. Thank you for this..

  • @rambhupal8870
    @rambhupal8870 ปีที่แล้ว +2

    Its just really awesome and very easy to understand also and i have submitted this as a mini project. Thank You brother.

  • @svenGPT
    @svenGPT ปีที่แล้ว

    Just found it and love it. Thank you!

  • @janp3648
    @janp3648 ปีที่แล้ว

    Omg .. this is such a perfect, informative, easy to understand explanation ! Thx a lot.

  • @muhammadmubeen8452
    @muhammadmubeen8452 9 หลายเดือนก่อน +1

    Thank you very much sir I was watching many tutorials and was getting confused to understand the html structure then I found your video you explained everything beautifully I completed my project successfully thanks a lot sir❤

  • @pannusingchauhan6883
    @pannusingchauhan6883 8 หลายเดือนก่อน

    this is just crazyyy. loved the tutorial

  • @user-kl8om1ln3p
    @user-kl8om1ln3p 11 หลายเดือนก่อน +1

    Thanks a lot for this detailed video. Hoping to see more video's like this.

  • @richardharris-to3mc
    @richardharris-to3mc ปีที่แล้ว +1

    top notch. I managed to follow this, so thankyou!

  • @lesotv1056
    @lesotv1056 6 หลายเดือนก่อน

    OMG, I am so impress thank you so much for this wonderful lesson. I cant believe I got this for free . God bless you.

  • @SandeepGurjar-ko5ju
    @SandeepGurjar-ko5ju ปีที่แล้ว +2

    Your work needs to be appreciated man. The way you explain things in a calm, composed and soothing voice. The simplicity of the tutorial indicates your grasp on the web scraping. Thank you.

    • @Pythonology
      @Pythonology  ปีที่แล้ว

      Appreciate it, Sandeep.

  • @netacklee
    @netacklee 7 หลายเดือนก่อน

    Wow, this video is so helpful, thank you!

  • @leibaleibovich5806
    @leibaleibovich5806 ปีที่แล้ว +1

    Thank you for the video! It is helpful, indeed.

  • @user-ks9fx7cg3r
    @user-ks9fx7cg3r 7 หลายเดือนก่อน +1

    You really did make a great video.Thank you

  • @mynshk
    @mynshk ปีที่แล้ว

    Many thanks for your demonstration! :D

  • @SkillsGear
    @SkillsGear 2 หลายเดือนก่อน

    Finally, a video that puts paid courses to shame! Hats off to you for the great tutorial! You just did not explain, the way you went back and forth helped me understand a lot. Kudos! Could not resist the urge to hit the like and subscribe button. Will definitely visit your channel for more guides and tutorials! ♥

  • @nairchandnichandran7503
    @nairchandnichandran7503 7 หลายเดือนก่อน +1

    Wonderful!. Simple and concise🥰

  • @abdulwali4920
    @abdulwali4920 ปีที่แล้ว +15

    literally the best video on webscrapping....i have watched hundreds of videos but this is the best.

    • @Pythonology
      @Pythonology  ปีที่แล้ว +1

      Thank you very much Abdul Wali for your nice words. Very encouraging :)

  • @wanangwalumbaningwira3871
    @wanangwalumbaningwira3871 9 หลายเดือนก่อน +1

    ooooooooooooooooooooohhhh I really love this video you saved me big time. This is really outstanding, well detailed and you explainations are very logical and clear

  • @Raulenz
    @Raulenz 7 หลายเดือนก่อน

    Thanks, great video. Excellent explanation and great english.

  • @gur0004
    @gur0004 ปีที่แล้ว +1

    lovely stuff. I thoroughly enjoyed it.

  • @newperspective9
    @newperspective9 ปีที่แล้ว

    I saw what I need to saw, Thank you!!!

  • @catchiemitakata2142
    @catchiemitakata2142 2 หลายเดือนก่อน

    The best tut on web scraping. Very beginner friendly. Keep it up

  • @jeinnerabdel
    @jeinnerabdel ปีที่แล้ว +3

    Great video! I wrote the code while you were explaining it and I kinda grasped the idea behind what you were doing. The only thing I don't understand is about the indentation and how it affects the for structure. In other languages, you end the for with some code and nest them like any while-do or if-else-endif type of stuff. I also thought that Python was like Javascript where data would automatically be translated on each variable based on it's content Var1 = Here you go (text) or Var1 = 12 (num) but as I saw on your example, you have to transform data into numbers even if they are actually numbers already. Interesting!

  • @olubukola107
    @olubukola107 ปีที่แล้ว +1

    Thank you 🙏 so easy to understand and helpful

  • @raedkm
    @raedkm 7 หลายเดือนก่อน

    Thanknyou for this clear and easy to follow video.

  • @joelngige5776
    @joelngige5776 ปีที่แล้ว

    Fantastic video on web scraping

  • @MKOladapo
    @MKOladapo 7 หลายเดือนก่อน

    Great lesson...Very resourceful

  • @marcoschwarz4640
    @marcoschwarz4640 ปีที่แล้ว +4

    I watch a lot of videos about programming and most of them are really good. However, this really is a standout piece. The way it combines theory and practice is second none. Well done,sir

  • @pasindumadushan474
    @pasindumadushan474 ปีที่แล้ว +1

    Thank You So much SIr!

  • @Bljkxx.x
    @Bljkxx.x 9 หลายเดือนก่อน

    Thank you so much for this. Thank you

  • @sabrinaazwa759
    @sabrinaazwa759 2 หลายเดือนก่อน +1

    thanks alot for the detailed tutorial!!!

  • @NikhilPawar151
    @NikhilPawar151 ปีที่แล้ว +1

    Great video. I really like the way you explain the concepts. Everything working fine and easy to understand

  • @Mr.Rahul-s-18
    @Mr.Rahul-s-18 5 หลายเดือนก่อน

    Such a GreaT Explanation Dear
    JusT Love it😘
    Love From India 🇮🇳NamsTe🙏

  • @payamsarwar5611
    @payamsarwar5611 11 หลายเดือนก่อน +1

    Very productive, thank you

  • @deniskarani9953
    @deniskarani9953 ปีที่แล้ว

    thank you, sir!!! I have really learned a lot from you.

  • @lesteravecilla77
    @lesteravecilla77 ปีที่แล้ว

    Super Thanks for this video. It is very clear and useful for people who like start web scraping like me. Good job and keep it up! 👏🙂

  • @abdullahattia2491
    @abdullahattia2491 ปีที่แล้ว

    thank you so so so much
    very helpful!
    liked, and subbed

  • @aspirant9511
    @aspirant9511 ปีที่แล้ว +1

    Very well explained ...thank u..

  • @PP-pd3pf
    @PP-pd3pf ปีที่แล้ว

    Thank you for the great content.

  • @Birwi
    @Birwi 6 หลายเดือนก่อน

    Really helpful, thank you!

  • @ihebbibani7122
    @ihebbibani7122 ปีที่แล้ว +1

    Thanks a lot. Subscribed.

  • @debasishrajbehera
    @debasishrajbehera ปีที่แล้ว +2

    thank you so much sir....................i learned a lot .....its so helpful to me..🙏

  • @dimi_ga
    @dimi_ga 7 หลายเดือนก่อน

    Thank you very much, you helped me a lot with your vid. 🙏

  • @mister_maxwell
    @mister_maxwell ปีที่แล้ว

    Very very good, I learned so much new and interesting stuff.

  • @ephraimmotho887
    @ephraimmotho887 ปีที่แล้ว +2

    Great tutorial yet again... This channel is so valuable for people who want to learn programming but do not have the money to go to school for it... Are there any other similar channels on youtube or outside the platform (websites etc.) that offer such great value but may not be popular? Please reply if you even have one suggestion. It is really helpful

  • @gadomix3989
    @gadomix3989 ปีที่แล้ว

    Thank you for a great video realy its cool project ever seen

  • @AmanKumar-xw5bs
    @AmanKumar-xw5bs 9 หลายเดือนก่อน

    wonderful sir ! Learnt a lot

  • @tundebadmus7702
    @tundebadmus7702 ปีที่แล้ว

    You explain really well.. keep it up

  • @saharyarmohamadi9176
    @saharyarmohamadi9176 ปีที่แล้ว +1

    Thank you very much, very good and detailed explanation

  • @swatisingh-yw1fw
    @swatisingh-yw1fw ปีที่แล้ว

    it was very helpful video, keep on making such video.

  • @bashirahsalami3408
    @bashirahsalami3408 9 หลายเดือนก่อน +2

    Thank you very much Pythonology. This was well-explained and very easy to understand.

  • @deepakr229
    @deepakr229 ปีที่แล้ว

    Thank you 🎉

  • @user-ju7mb5dl5d
    @user-ju7mb5dl5d 4 หลายเดือนก่อน

    This is very cool
    Keep.it up bro...

  • @mohamadehtheshams2527
    @mohamadehtheshams2527 ปีที่แล้ว +1

    Great Sir Today I learned how to do web scrapping .. Nicely Explained 👍. Please make more content

  • @desco0074
    @desco0074 ปีที่แล้ว +1

    thank you man

  • @limitless582
    @limitless582 ปีที่แล้ว

    great video
    very detailed

  • @samchimaobi3398
    @samchimaobi3398 ปีที่แล้ว

    this is a wonderful video

  • @fredquiemby8024
    @fredquiemby8024 ปีที่แล้ว +1

    Thanks

  • @khaledhamdy9944
    @khaledhamdy9944 ปีที่แล้ว

    Great my friend

  • @QasimAli-hd7pd
    @QasimAli-hd7pd หลายเดือนก่อน

    Well explained

  • @venegas7303
    @venegas7303 3 หลายเดือนก่อน

    Thank you

  • @fpldaily5172
    @fpldaily5172 ปีที่แล้ว

    how do i webscrape the page and the content in the page eg, your video extracts the title, price etc but lets say I also want to extract the book page and the content after the book the book page
    like some e-commerce sites show the products name, price etc but when I click the page it shows decscriptions, reviews , and more pictures of the product how do I extract that aswell?
    Thanks mahn I like your work!

  • @AdamDoe-br5tw
    @AdamDoe-br5tw ปีที่แล้ว

    Great tutorial Thanks, now what if the pages have different/variable names like site/brand/VariableBrandname and I only have a list of the pages
    How to set the "i" variable to look into a set of "variablebrandname"?

  • @danielomoregie7603
    @danielomoregie7603 ปีที่แล้ว +1

    This is the best web scrapping video on the internet

  • @mavisadjei4192
    @mavisadjei4192 ปีที่แล้ว

    Thank you very much. Is there a good book you can recommend?

  • @izainonline
    @izainonline หลายเดือนก่อน

    Great Tutorial can we scrap the secure or can say not allowed scrapping text.

  • @ibrahimaboelsoud7881
    @ibrahimaboelsoud7881 11 หลายเดือนก่อน +1

    24:53 what a vim move 😄.

  • @aryanpatel8140
    @aryanpatel8140 ปีที่แล้ว

    Nice video and very well explained❤
    Just wanted to know how do I print the genre of every book next to it?

  • @izainonline
    @izainonline หลายเดือนก่อน

    Do u have ? Or make a series playlist like after scrapping and saving file to csv we took that csv for further work like this csv file open in bi or tableu and we perforrm analysis on that.

  • @ayoubcharbaji884
    @ayoubcharbaji884 4 หลายเดือนก่อน

    hi sir, well i have a question about the page numbers, if i'm working with for exemple three websites and i don't know how many pages they've got so what should i do to make my code scrape all the products ?

  • @AnulithaVardhanMarripeddiVijay
    @AnulithaVardhanMarripeddiVijay 4 หลายเดือนก่อน

    I have the prices in tags and soup.find ignores it all together. Any idea how to handle that?

  • @annicesullivan
    @annicesullivan 3 หลายเดือนก่อน

    Nice tutorial on scraping multiple pages to CSV with BeautifulSoup! Any tips on reliable proxies for handling large scraping jobs like this? Heard Proxy-Store offers specialized scraping packages, anyone tried them out?

  • @chiedozieehirim5659
    @chiedozieehirim5659 ปีที่แล้ว +1

    Thanks a lot. It helped solve a problem.
    I have a question though.
    How do u handle 403 and 503 status_codes errors when scrapping a website?

    • @Pythonology
      @Pythonology  ปีที่แล้ว

      403 and 503 status code errors, indicate that the server is refusing to fulfill the request. To handle these errors, you can use the requests library to make the request and check the status code.
      One way to handle these errors is to use try-except blocks to catch the error and handle it appropriately. For example, you could include a sleep function to wait a certain amount of time before trying again, or you could implement a retry loop to keep trying until the request is successful. Another approach is to use a library like requests-html which has a built-in support for handling these errors and retrying failed requests automatically. Also, you can use a User-Agent in the headers to make the request appear as if it was coming from a browser instead of a scraper, as some websites block requests from known scraper IPs and user-agents.

  • @redskins3186
    @redskins3186 3 หลายเดือนก่อน

    I'm starting a grocery shopping website is there any way I can do this on a grocery store website? Where I can take everything, turn it into a CSV file and then just put it in my website. Basically like just taking their page with all the features exporting it into a CSV file and and then importing into my website. And having it all be the same exact way as on the grocery stores website with features and all? Please help lol

  • @ThuyPham-xt7jw
    @ThuyPham-xt7jw หลายเดือนก่อน

    can i import an array for list of urls?

  • @AsmaaMGaber
    @AsmaaMGaber 6 หลายเดือนก่อน

    very informative video, thank you for your efforts.
    I use jupyter notebook and I wrote the exact code, yet it doesn't scrap all pages and it scrap only the last number in range. do you have any idea what could cause this error?

  • @matteos9783
    @matteos9783 ปีที่แล้ว

    Thanks, but what if I want follow the subpage of every book and extract the informations in these pages? I mean before I extract the informations in the first page, then go into every subpage of the books and finally grab the pages informations

  • @evoplayz7136
    @evoplayz7136 ปีที่แล้ว

    Would you please make a video on how to scrape the data inside of each link

  • @ayomidealatake5244
    @ayomidealatake5244 ปีที่แล้ว

    and i want to access the text in span tag
    and this span tag is within a 1i tag
    pls how can i go about it
    because I tried using spag tag it not giving right text

  • @ayomidealatake5244
    @ayomidealatake5244 ปีที่แล้ว

    pls in a situation whereby i have multiple p tag and I want the text of the second p tag and no class or attrs to differentiate it
    pls how can i go about it