Exploratory Data Analysis in Python using pandas

  Рет қаралды 58,006

Data Professor

Data Professor

Күн бұрын

Пікірлер: 94
@aga5979
@aga5979 4 жыл бұрын
This is the best comprehensive EDA intro. Hope you keep making more. Professor.
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for the encouragement 😃
@OK-dy8tr
@OK-dy8tr 3 жыл бұрын
One of the best tutorials for EDA !! Lucid explanation. I have been working in data science for 3 years now and still was able to add to my knowledge here.
@DataProfessor
@DataProfessor 3 жыл бұрын
Glad to hear that it was helpful, thanks for watching 😊
@patawee313
@patawee313 3 жыл бұрын
พึ่งรู้ว่าคุณคนไทยครับ ทำคลิปดีมากก กลับมาใช้ python เจออันนี้พอดี สู้ๆครับ
@meanquestion
@meanquestion 2 жыл бұрын
I took a deep learning course with my only bg being having read/worked through half of Hands-On ML... Prof asked me to do an EDA and I'm like WTF, but Hands-On ML taught me Pandas pretty well an watching this I now know exactly what to do. Thanks!
@DataProfessor
@DataProfessor 2 жыл бұрын
Great job!
@walternyc
@walternyc 3 жыл бұрын
What a clear, concise but comprehensive tour of Python/Pandas/Seaborn capabilities. Thanks!
@DataProfessor
@DataProfessor 3 жыл бұрын
Glad it was helpful! 😊
@timmcgrath194
@timmcgrath194 3 жыл бұрын
So glad I found this. I'd delighted to be introduced to Dr. Nantasenamat's content. Very clear and applicable. Very high content to noise. I'm a geographer and we use GIS data for geoanalysis and the majority of the work is with data. I've been slowly learning a bit more Pandas and GeoPandas over time and I feel like I just had an injection of Pandas nanobots.
@DataProfessor
@DataProfessor 3 жыл бұрын
Hi Tim, welcome to the channel. Glad to hear that you're finding Pandas useful for your GIS work. For data visualization of geo data, there are leafmap and geoplot.
@ranahuzaifa147
@ranahuzaifa147 Жыл бұрын
Many thanks for this brief video of EDA, Looking forward to learning more from this channel.
@adnanklc1527
@adnanklc1527 4 жыл бұрын
It's a great video. I have seen the best exploratory data analysis video in youtube. Please add examples with more complex data.
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks Adnan for the kind words 😃 Could you suggest some data that you would like me to analyze, thanks in advance.
@anoopbhagat13
@anoopbhagat13 4 жыл бұрын
Thank you for such a beautiful, step-wise & lucid explanation. One of the best videos on EDA.
@DataProfessor
@DataProfessor 4 жыл бұрын
Thank you for the kind encouragement 😃
@deepansharora7942
@deepansharora7942 3 жыл бұрын
I just finished watching this video. Thanks a lot for explaining each and every step so beautifully.
@DataProfessor
@DataProfessor 3 жыл бұрын
Glad it was helpful!
@AlessandroBottoni
@AlessandroBottoni 4 жыл бұрын
Very nice video. A good quick intro to Pandas for beginners and a good "refresh" for rusty users. Useful and clear. Kudos!
@DataProfessor
@DataProfessor 4 жыл бұрын
It’s a pleasure, thanks for the kind words 😊
@anuragarunedlabadkar8889
@anuragarunedlabadkar8889 Жыл бұрын
Excellent explanation. Thank you very much for wonderful video. Keep it up.
@agushadianto8354
@agushadianto8354 3 жыл бұрын
Thanks Prof, I think this is the one that could make me easily understand what EDA is... Keep sharing good things.
@DataProfessor
@DataProfessor 3 жыл бұрын
Glad to hear that
@jaw0449
@jaw0449 2 жыл бұрын
As a physics grad student, this helped tremendously! Thank youso much
@seanyB0123
@seanyB0123 3 жыл бұрын
I'm working on my MSc in Applied Data Analytics and I am a complete newbie with Python. I thought it was utterly kicking my @#$e! Your video just helped me realise I was not doing any where near as bad as I thought Thank you :)
@yogavarshni5271
@yogavarshni5271 2 жыл бұрын
Best EDA video ever!
@EnaGoba
@EnaGoba 3 жыл бұрын
Great video. I only wish I found it two days ago, would have saved me a lot of googling and frustration.
@dilaraesmer
@dilaraesmer 3 жыл бұрын
Thank you so much for preparing such a beautiful video, applied it one by one with its explanations. I even added a few extra questions, it was a useful video. "If you do not know how to ask the right question, you discover nothing." W. Edward Deming
@DataProfessor
@DataProfessor 3 жыл бұрын
Thanks Dilara, and great quote by the way. :)
@schleidenkenoh1524
@schleidenkenoh1524 2 жыл бұрын
He explains waaayy better than my ML/Data Science teacher. lol
@kevsterhere7066
@kevsterhere7066 3 жыл бұрын
I haven't even watched half of the whole vid and I have already learned so much useful stuff!!! print('thank you ^.^ ')
@DataProfessor
@DataProfessor 3 жыл бұрын
You're very welcome!
@fahadreda3060
@fahadreda3060 4 жыл бұрын
Easily explained , Thanks Professor
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for watching and for the kind comment 😃
@arkadipbasu828
@arkadipbasu828 2 жыл бұрын
Thank you, learnt a bunch of new functions
@DataProfessor
@DataProfessor 2 жыл бұрын
Great to hear!
@freehappymeal
@freehappymeal 2 жыл бұрын
Thank you! It's easy to follow along.
@DataProfessor
@DataProfessor 2 жыл бұрын
Glad it was helpful!
@marcao121
@marcao121 2 жыл бұрын
Great content ! incredible and well explained!
@DataProfessor
@DataProfessor 2 жыл бұрын
Glad it helped!
@BeautyByJuliette14
@BeautyByJuliette14 4 жыл бұрын
Awesome video & channel!! I'm a junior undergrad student in physics and data science :)
@DataProfessor
@DataProfessor 4 жыл бұрын
Welcome aboard!
@AkashdeepDam
@AkashdeepDam 4 жыл бұрын
Sir, It's very helpful and impressive tutorial of EDA. I really amazed by your style of presentation in Google Colab. Thank You 😊 ❤️
@DataProfessor
@DataProfessor 4 жыл бұрын
Glad the contents are helpful and thanks for watching 😊
@kanimozhipanneerselvam3017
@kanimozhipanneerselvam3017 4 жыл бұрын
Awesome Explanation as Always!! Professor!!🙂
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for the encouragement 😃
@victortsado9180
@victortsado9180 2 жыл бұрын
I love your EDA about the NBA_2019, what is the command you used to get the Acronym. please can you share it.
@Playstore-zc5xk
@Playstore-zc5xk 4 жыл бұрын
As usual.... Another great video...
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for the kind words!
@DarkCirer
@DarkCirer Жыл бұрын
Hola muchas gracias por compartir este video, me ha servido de mucho
@nettogrowthpartners9567
@nettogrowthpartners9567 2 жыл бұрын
Thank you Professor!!
@phafid
@phafid 3 жыл бұрын
I am an experienced R user. I can write code in R just like a teenager writes a diary. However, I really want to switch to Python as for some aspect, I found Python is much better. This video is exactly what I need to transition from R to Python.
@DataProfessor
@DataProfessor 3 жыл бұрын
Glad to hear that the video was helpful in your transition. I have another video on this very topic, feel free to check it out kzbin.info/www/bejne/sKrLY3uLZsqZpZY
@examiningexcellence
@examiningexcellence 4 жыл бұрын
Thanks for the video Prof, much appreciated
@DataProfessor
@DataProfessor 4 жыл бұрын
You are very welcome
3 жыл бұрын
5:00 Why do we need to export to csv and then import back?
@Chandu-zh7xo
@Chandu-zh7xo 2 жыл бұрын
Why did you write the data to a Csv, and read csv file in again for the data analysis ? Is write to csv an optional step?
@crm3q
@crm3q 3 жыл бұрын
Love your content!! Question: I have to choose between PhD in Biomedical Informatics or Biomedical Data Science. Which do you think would be more beneficial long term?(jobs,pay) Both programs are fully funded.
@DataProfessor
@DataProfessor 3 жыл бұрын
Hi, I think you’ll have to take a deeper dive into the details of each program. Look through the course offerings, look through some of the potential research projects and PhD supervisors that you would like to work with. The title of both programs are close enough so we will have to look at the granular differences. Hope this helps.
@crm3q
@crm3q 3 жыл бұрын
@@DataProfessor Thank you so much!
@Abdullahkbc
@Abdullahkbc Жыл бұрын
14:42 would be shorter and easier with this. df[df['Tm']=='LAL']
@addictedroaster1573
@addictedroaster1573 2 жыл бұрын
I think u should zoom in your window... Because some are using 360p
@rogerioamaral2784
@rogerioamaral2784 4 жыл бұрын
Hi Teacher, Do you have plans to make a video tutorial about de DASH?
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for the suggestion, will look into it 😃
@inj1979
@inj1979 Жыл бұрын
Thanks. 🍓🍓🍓
@AnalogDave
@AnalogDave 3 жыл бұрын
I'm up to the point where I find the player with the most points but I found that it was wrong. I had to convert the PTS column to an integer and then find the max value.
@joshuam2341
@joshuam2341 4 жыл бұрын
That was amazing!
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for watching 😃
@ventin75
@ventin75 3 жыл бұрын
Hi prof, can I work with 2 dataframes in pandas like a vlookup in Excel? ie, i want to fill a column in df1 with a search criteria match on df2.
@aireescreates
@aireescreates 3 жыл бұрын
Thank you!
@DataProfessor
@DataProfessor 3 жыл бұрын
You're welcome! Thanks for watching!
@bontle4157
@bontle4157 3 жыл бұрын
I’m unable to open this as a document
@panzonecadutodifaccia
@panzonecadutodifaccia 3 жыл бұрын
thank you sir
@DataProfessor
@DataProfessor 3 жыл бұрын
Thanks for watching!
@muhammadjamalahmed8664
@muhammadjamalahmed8664 4 жыл бұрын
Love it...
@DataProfessor
@DataProfessor 4 жыл бұрын
Thank you watching!
@AnupRanjanDasQA
@AnupRanjanDasQA 4 жыл бұрын
good one
@DataProfessor
@DataProfessor 4 жыл бұрын
Thank you for watching!
@ravitanwar9537
@ravitanwar9537 4 жыл бұрын
kindly zoom in when you are showing the code. apart from that nice video as always
@DataProfessor
@DataProfessor 4 жыл бұрын
Thanks for the valuable suggestion and thanks for watching. My apologies, in recent videos I have increased the font sizes 😃
@ravitanwar9537
@ravitanwar9537 4 жыл бұрын
@@DataProfessor nice nice. So I can definitely see influence of @ken jee in this sports analytics project😅.anyway keep coming up with more such content and if possible start an interview prep series with Ken.
@DataProfessor
@DataProfessor 4 жыл бұрын
55, yeah, Ken’s a very inspirational data scientist. Thanks for the suggestion 😃
@zarifhossain515
@zarifhossain515 4 жыл бұрын
soooo good .
@DataProfessor
@DataProfessor 4 жыл бұрын
Thank you!
@Bridgetugochi
@Bridgetugochi 2 жыл бұрын
Pls what is the GitHub of the data professor,I can't see it clear
@DataProfessor
@DataProfessor 2 жыл бұрын
Hi it’s github.com/dataprofessor
@username42
@username42 4 жыл бұрын
please consider for next times either using a bigger font sizes or zoom in the screen :) not everyone is watching these videos at 40" screens :)
@DataProfessor
@DataProfessor 4 жыл бұрын
Sorry for this, greatly appreciate the feedback, in recent videos have been using bigger fonts, will definitely keep this in mind for future videos as well 😃
@wrednymaz
@wrednymaz 4 жыл бұрын
Poor dataset choice.
@pablomandryk5433
@pablomandryk5433 3 жыл бұрын
Thank you!
@DataProfessor
@DataProfessor 3 жыл бұрын
A pleasure!
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