How to use the Pandas GroupBy function | Pandas tutorial

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  • Опубліковано 22 гру 2024

КОМЕНТАРІ • 73

  • @misraturp
    @misraturp  Рік тому +5

    👉 All you need to know about Pandas in one place!
    Download my Pandas Cheat Sheet (free)
    misraturp.gumroad.com/l/pandascs

  • @aayushk.c.2081
    @aayushk.c.2081 Рік тому +1

    Wow! I haven't even finished watching your entire video, and I'm already getting goosebumps from the wealth of knowledge it contains. I will definitely be checking out all of your videos on pandas.

    • @misraturp
      @misraturp  Рік тому +2

      Wow, thank you! Glad you enjoyed it!

  • @himanshupandey9902
    @himanshupandey9902 2 роки тому +1

    Hello misra, Your really made pandas library so easy to learn. I always wait to get your notification because you simplify everything.

    • @misraturp
      @misraturp  2 роки тому

      Thank you Himanshu, that’s so nice to hear :)

  • @message59
    @message59 Рік тому +1

    your videos saved me 😅 so I just wanted to thank you for the effort and say that you have great way of explaining things :)

  • @davideschreiber2821
    @davideschreiber2821 Рік тому

    Very nice. So thorough that I began to worry it would get confusing, but by the end I think I had a good grasp on the topic. Thanks!

  • @islamalmsarrhad2152
    @islamalmsarrhad2152 2 роки тому

    Actually I'm really happy, finding talented people to learn from and following their footprints makes my happy and comfortable. Thank you so much and keep going>>>>

  • @MohamedKhasim16
    @MohamedKhasim16 5 місяців тому

    Really learned more from this video and exceptionally clear, truly a valuable resource! Thank you and keep up the amazing work! 🙌🏼

  • @programmingchannel9739
    @programmingchannel9739 2 роки тому

    I love all of your work. You save me a lot of time reading, searching, and figuring out what to do.

    • @misraturp
      @misraturp  2 роки тому

      That's amazing to hear, thank you!

  • @suhaibmudassir3272
    @suhaibmudassir3272 Рік тому

    I found someone successfully who actually I can understand ❤

  • @invictus327
    @invictus327 2 роки тому +3

    Misra, your ability to convey what might otherwise be impenetrable concepts is really very good. I know it's a lot of work and effort/time but I can see you making a successful additional income stream out of Udemy or similar.
    I've seen a lot of this kind of education in the last couple of years and you really have the perfect blend of articulation and authenticity. Keep up the good work. ✌😉

    • @misraturp
      @misraturp  2 роки тому +1

      Thank you Even Horizon! That's amazing to hear. :)

    • @bay-bicerdover
      @bay-bicerdover Рік тому

      Keep up the good work!

  • @catalindemergian2973
    @catalindemergian2973 2 роки тому

    this pandas series was great! thank you

    • @misraturp
      @misraturp  2 роки тому

      Awesome to hear, you're welcome!

  • @ayanchoubisa2462
    @ayanchoubisa2462 2 роки тому

    Your method of explaining is excellent. Greetings, you'll grow a lot.

  • @MrMH0
    @MrMH0 2 роки тому

    Thank you very much for the explanation of the Grouper function, I think that can help me a lot. :)
    Greetings from Germany.

  • @behradio
    @behradio 2 роки тому

    Amazing as always. These types of videos can be so helpful. I improved the performance of my code from your latest videos; thanks a lot.

    • @misraturp
      @misraturp  2 роки тому +1

      That's great Behrad! Thank you!

  • @HarySiiigit
    @HarySiiigit 5 місяців тому +1

    I cant do it data.groupby("Agency").mean() syntax said error

  • @CEOLISSS
    @CEOLISSS 8 місяців тому

    How do you know when to use .agg() and .apply() ? Is .agg() used for built in functions such as max, min, count. While .apply() is more for lambda, or custom functions?

  • @FelipeCampelo0
    @FelipeCampelo0 8 місяців тому

    This makes clear what the kaggle intro to pandas could not.

  • @inkdfist3702
    @inkdfist3702 Рік тому

    Great explanation, just what I was looking for, thank you so much!

  • @Ayoubased
    @Ayoubased 2 роки тому

    love these videos.
    Are you thinking of making a video about a project from the beginning to end? Including pandas and maybe other softwares you use

    • @misraturp
      @misraturp  2 роки тому

      Hey Ayoub, I have an online course where I teach how to do a project from beginning to end. Here it is: www.soyouwanttobeadatascientist.com/hods

  • @szw21
    @szw21 10 місяців тому

    Hi Misra! You explain everything with such a simple language, thank you ❤
    But as a newbie i don't fully get the Grouper. When you put freq=2W why it didn't add 9th jan in the first group? If we open the calendar, 1st jan in 2000 was a saturday, every date in dataset is sundays. First two calendar weeks included 2nd and 9th if jan, first 14 days include the same, so i don't get how Grouper put the separation 😥

  • @Sabre5106
    @Sabre5106 9 місяців тому

    I'm getting a TypeError when I copy this code:
    TypeError: agg function failed [how->mean,dtype->object]
    I can't seem to find an answer in the documentation or any videos :(

  • @MaxMustermann-on2gd
    @MaxMustermann-on2gd 2 роки тому

    Loved the scuba diving hint 🤣 are you a diver?
    Great explanation!

    • @misraturp
      @misraturp  2 роки тому

      Heheh thanks! Yes, I'm a diver :)

  • @victoriabraimoh8994
    @victoriabraimoh8994 Рік тому +1

    please my dataset has 34 genders, how do I group them into three main genders i.e male, female and others in pandas

  • @aldalail
    @aldalail Рік тому

    That's been helpful, Thank you !!

  • @Latif127
    @Latif127 Рік тому

    Very informative, thank you.

  • @khanhhoanggiabao6240
    @khanhhoanggiabao6240 5 місяців тому

    Helpful video. Thank you

  • @swapnilpalsapure9781
    @swapnilpalsapure9781 9 місяців тому

    Great Teaching

  • @pilarbaldominos2505
    @pilarbaldominos2505 2 роки тому

    Fantastic! You helped me a lot!

  • @bottonline4544
    @bottonline4544 Рік тому

    Hello, I am using Pandas V 2.1.1 in Python 3.15 and when running
    The following code: data.groupby('Agency').mean()
    It gives me the following error:
    TypeError: “agg function failed [how->mean,dtype->object]”
    But when I run it with an older version of pandas eg .1.2.1 and Python 3.9.7 it runs without problems

    • @HarySiiigit
      @HarySiiigit 5 місяців тому

      Your problem is a same with me, what must to do brother ?

  • @j3553hh
    @j3553hh Рік тому

    Nice angle on this. Thank you.

  • @chastippett
    @chastippett Рік тому

    Hi Misra: what's the difference between Pivot and Groupby? And/Or ... does Groupby always have an aggregation function or some apply function to a column, or is that Not the case?

  • @anurajms
    @anurajms Рік тому

    thank you. video is really useful

  • @kennethstephani692
    @kennethstephani692 Рік тому

    Great video!

  • @rushikeshn9715
    @rushikeshn9715 2 роки тому

    Very Helpful Mam 🙏🙏🙏

  • @wilsontower
    @wilsontower Рік тому

    Very good!

  • @krishj8011
    @krishj8011 Рік тому

    great tutorial...

  • @ebierealexandria
    @ebierealexandria 2 роки тому

    Thanks, Misra Turp for the tutorial. Do you have any courses on Data Analysis?

    • @misraturp
      @misraturp  2 роки тому

      Not directly on data analysis but I have a course on building a data science project. You can see my courses here: www.soyouwanttobeadatascientist.com/roadmap

    • @bay-bicerdover
      @bay-bicerdover Рік тому

      ​@@misraturp link çalışmıyor

  • @gossipgirl9508
    @gossipgirl9508 2 роки тому

    thanks! this video was great

    • @misraturp
      @misraturp  2 роки тому

      You're very welcome :)

  • @ytcdi
    @ytcdi 2 роки тому

    Great1 You could also explore pandasql, a great package to also do 'group by' directly in sql, for python.

  • @marcelocampos665
    @marcelocampos665 Рік тому

    Thank you!

  • @abdulkadirguven1173
    @abdulkadirguven1173 Рік тому

    Thank you

  • @ChandrashekarCN
    @ChandrashekarCN 2 роки тому +1

    you miss one
    pandas dataframe.style
    one more video for pandas playlist

  • @FRANKWHITE1996
    @FRANKWHITE1996 2 роки тому

    Thanks for sharing

  • @lord_voldemort44
    @lord_voldemort44 8 місяців тому

    where is ur accent from pls

  • @sanooosai
    @sanooosai 2 роки тому

    rock star

  • @chikwaz4500
    @chikwaz4500 2 місяці тому

    Great videos and content. I have two issues (i) Please include MARKDOWNs or Text instructions on what you are doing with the coding. This is good for beginners and also makes it easy to remember. (ii) Secondly, your UA-cam channel name is not very attractive I advise you RENAME it to something that reflect what you do. Otherwise your teaching style is very GOOD. Hope this helps