Girvan Newman Algorithm Solved Example 2 | PYQs | Finding Communities | | Big Data Analytics

Поділитися
Вставка
  • Опубліковано 22 гру 2023
  • Join us on an exciting journey into the world of network communities with our comprehensive guide to the Girvan-Newman algorithm. In this captivating UA-cam video, we delve into the concept of communities, their significance, and how the Girvan-Newman algorithm uncovers them.
    In this video frequently asked previous year question is solved step by step with great explanation!
    Discover the step-by-step process of the Girvan-Newman algorithm as we break it down in a clear and concise manner. We'll explore how this powerful algorithm identifies communities by iteratively removing edges based on their betweenness centrality, ultimately revealing the underlying structure within complex networks.
    But that's not all! Prepare to be amazed as we solve a practical example, demonstrating the algorithm's application with captivating animations and visualizations. Our detailed solution will ensure you grasp each stage of the algorithm and its impact on network communities.
    Whether you're a data enthusiast, researcher, or simply curious about network analysis, this video is a must-watch. Unlock the secrets of network communities and gain a deep understanding of the Girvan-Newman algorithm's transformative capabilities.
    __________________________________________
    🔀 Sorting: • Sorting Algorithms | A...
    🔍 Searching Algorithms: • Searching Algorithms |...
    🔢 Arrays in Python: • Arrays | At A Glance!
    🧮 White Box Testing Numerical: • White Box Testing | At...
    📈 Big Data Analytics: • Big Data Analytics | A...
    🤖 Deep Learning: • Deep Learning | At A G...
    🔗 Blockchain and DLT: • Blockchain and DLT | A...
    ❤️Heart Disease Prediction using Machine Learning Project: • Heart Disease Predicti...
    🐍 Python Small Projects: • Python Small Projects!...
    Subscribe to At A Glance!
    Buy me a coffee: www.buymeacoffee.com/ataglanc...
    Join Telegram: t.me/ataglanceofficial
    Official Website: ataglanceofficial.netlify.com/
    Follow me on Instagram: / at_a_glance_official
    __________________________________________

КОМЕНТАРІ • 49

  • @tahseenshaikh9343
    @tahseenshaikh9343 6 місяців тому +13

    this comes for 10 marks in the Mumbai University BDA ppr (which is tmrw 🙃) so for 10 marks... do we go ahead and find more communities? Also, if we do go ahead we have to repeat the BFS steps for each node? . Btw, thanks for solving this example , you've uploaded this video at the perfect time, just a God-sent angel for all the MU peeps here...thanks a ton!!

    • @tanvihirave1172
      @tanvihirave1172 6 місяців тому

      Yes

    • @valorantclips3572
      @valorantclips3572 6 місяців тому

      It doesn't matter if it's for 5,10 or 20
      If the question says to find Betweeness centrality, then there is no need to find communities just to get better marks😂👍

    • @tahseenshaikh9343
      @tahseenshaikh9343 6 місяців тому

      obviously!! However, MU has always asked to find communities & not just betweenness centrality, hence I have asked the question :)@@valorantclips3572

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому +1

      Heyyy... If MU asks for 10 marks then yes you need to find communities repeatedly (yes every time you will have to find the bfs for every node). I know it's time consuming but MU wants that🥹
      Thanks a lot for your appreciation ♥️ You guys made my day
      Please Share it with your friends too ♥️
      Best wishes for your exams 💞

    • @SimpleInsaan49
      @SimpleInsaan49 27 днів тому +1

      Pls can u add the community part its confusing how to solve

  • @theNullBlocks
    @theNullBlocks 6 місяців тому +4

    your channel us pure goldmine , great explanation and quality of video 🔥

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      😭😭Thankyou so much for this much appreciation🙏🙏 Please Share it with your friends ♥️ Best wishes for your exams 💞

  • @mumbaikachallenge5526
    @mumbaikachallenge5526 6 місяців тому +2

    Amazing cleared all my doubt❤️

  • @iqrashaikh586
    @iqrashaikh586 6 місяців тому

    Perfect explaination. Thankyou so much🥹

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Thanks a ton ☺️
      Please Share it with your friends and juniors too 😁
      Best wishes for your exams 💞

  • @nikitapatil5880
    @nikitapatil5880 6 місяців тому +1

    Thanks! ✨ great explanation

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Glad to hear that it helped you ☺️
      Please Share it with your friends and juniors too 😁
      Best wishes for your exams 💞

  • @prabhjyotbhui2479
    @prabhjyotbhui2479 6 місяців тому

    We had our bda exam today, my friends and i studied from this playlist and our exams went well! Thank you so much!

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Woww! I am really glad that your exams went well☺️
      Please Share it with your friends and juniors♥️

  • @who-kv6fe
    @who-kv6fe 6 місяців тому

    great work man!

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Thankyou so muchhhh ☺️
      Please Share it with your friends and juniors too 😁
      Best wishes for your exams 💞

  • @mandarkasangottuwar5185
    @mandarkasangottuwar5185 6 місяців тому

    Please make videos like this for NLP

  • @user-sl9gu5sf5p
    @user-sl9gu5sf5p 2 місяці тому +2

    super explanation

    • @ataglanceofficial
      @ataglanceofficial  2 місяці тому +1

      Thankyou so much for appreciating ❤️ Please share it with your friends 🤗

  • @mumbaikachallenge5526
    @mumbaikachallenge5526 6 місяців тому

    Thanks man❤️

  • @user-nb9jo2kt8d
    @user-nb9jo2kt8d 6 місяців тому +1

    so, we can directly give the communities after removing the highest valued edge or do we need to again repeat the steps and find out more communities

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому +1

      See if you have watched previous video on girvan newman there I have mentioned that you need to repeat the steps but as per the questions and marks..
      Now two communities are formed so now in each again do the method and try to find the communities in them.. but for this particular video specifically it was asked to find the edge betweenness centralities only..
      If you are asked to find communities in the question then look at the marks and find communities, if weightage of marks is higher then go deeper in finding communities
      Hope it helps
      Do Share it with your friends too ♥️
      Best wishes for your exams 💞

    • @tahseenshaikh9343
      @tahseenshaikh9343 6 місяців тому +1

      @@ataglanceofficial this comes for 10 marks in the Mumbai University BDA ppr (which is tmrw 🙃) so for 10 marks... do we go ahead and find more communities? Also, if we do go ahead we have to repeat the BFS steps for each node? . Btw, thanks for solving this example , you've uploaded this video at the perfect time, just a God-sent angel for all the MU peeps here...thanks a ton!!

  • @arbaazkhan-kj8kx
    @arbaazkhan-kj8kx 27 днів тому +1

    in mu question paper it asked like determine communities for a given social graph using Girvan Newman Algorithm for 10 marks , we have to solve exactly same as you did in this video?

  • @man-sick
    @man-sick 6 місяців тому

    thank you

  • @patchmyphone2173
    @patchmyphone2173 6 місяців тому

    Helpful for tomorrow exam💗

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Glad to hear that it's helpful ☺️
      Please Share it with your friends and juniors too 😁
      Best wishes for your exams 💞

  • @vinitagivale
    @vinitagivale 6 місяців тому

    What in the situation if graph is not bidirectional. Will it be divided by 2 or not ?

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому +1

      If the graph is not bidirectional then don't divide by 2, keep it as it is😉

  • @kayvanshah994
    @kayvanshah994 4 місяці тому +1

    Bahut "particular" bolta hai
    the speech will sound more natural with a smooth flow of concepts.

    • @ataglanceofficial
      @ataglanceofficial  4 місяці тому +1

      Thank you for pointing out 🙏☺️ I will try to improve it❤️

  • @feelthenatureandnatural2577
    @feelthenatureandnatural2577 6 місяців тому

    E,F,G have two ways to reach A.

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому +1

      How could it be? Make sure you are choosing the shortest path only✨

    • @feelthenatureandnatural2577
      @feelthenatureandnatural2577 6 місяців тому

      @@ataglanceofficial is it so? Ok got it. Thanks brother.

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Yeahh 😉 You are welcome 🤗 Please Share it with your friends too ♥️ Best wishes for your exams 💞

  • @handwritten_class
    @handwritten_class 6 місяців тому

    Same question aaya tha yeh aaj exam mai bas community tak find karna tha ...... kya aap iske aage ka bata saktey hai kya step kya tha

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому

      Ooh that's great..
      See in this video I already have shown how communities will get formed, you have to eliminate edge B-D and then two communities in left and right part will get formed
      Now in left part since (A-B-C) since every single node is connected to two neighbouring nodes in closed manner that's why further communities won't be formed in (A-B-C)
      Now do the same step of finding BFS by keeping every node as the root node in right part and check whether you get communities in the right part
      Hope you understand

    • @handwritten_class
      @handwritten_class 6 місяців тому

      @@ataglanceofficial I had created total 4 community
      1. A-B-C
      2. D-F
      3. E
      4. G

    • @handwritten_class
      @handwritten_class 6 місяців тому +1

      Is it correct?

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому +1

      Heyyyy yess it is correct ✅

    • @ataglanceofficial
      @ataglanceofficial  6 місяців тому +1

      Yessss