This is the best comprehensive EDA intro. Hope you keep making more. Professor.
@DataProfessor
4 жыл бұрын
Thanks for the encouragement 😃
@OK-dy8tr3 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
3 жыл бұрын
Glad to hear that it was helpful, thanks for watching 😊
@anoopbhagat134 жыл бұрын
Thank you for such a beautiful, step-wise & lucid explanation. One of the best videos on EDA.
@DataProfessor
4 жыл бұрын
Thank you for the kind encouragement 😃
@walternyc3 жыл бұрын
What a clear, concise but comprehensive tour of Python/Pandas/Seaborn capabilities. Thanks!
@DataProfessor
3 жыл бұрын
Glad it was helpful! 😊
@deepansharora79423 жыл бұрын
I just finished watching this video. Thanks a lot for explaining each and every step so beautifully.
@DataProfessor
3 жыл бұрын
Glad it was helpful!
@ranahuzaifa147 Жыл бұрын
Many thanks for this brief video of EDA, Looking forward to learning more from this channel.
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
2 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.
@AlessandroBottoni3 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
3 жыл бұрын
It’s a pleasure, thanks for the kind words 😊
@agushadianto83543 жыл бұрын
Thanks Prof, I think this is the one that could make me easily understand what EDA is... Keep sharing good things.
@DataProfessor
3 жыл бұрын
Glad to hear that
@yogavarshni52712 жыл бұрын
Best EDA video ever!
@jaw04492 жыл бұрын
As a physics grad student, this helped tremendously! Thank youso much
@seanyB01232 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 :)
@adnanklc15274 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
4 жыл бұрын
Thanks Adnan for the kind words 😃 Could you suggest some data that you would like me to analyze, thanks in advance.
@meanquestion 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
Жыл бұрын
Great job!
@schleidenkenoh1524 Жыл бұрын
He explains waaayy better than my ML/Data Science teacher. lol
@anuragarunedlabadkar8889 Жыл бұрын
Excellent explanation. Thank you very much for wonderful video. Keep it up.
@EnaGoba2 жыл бұрын
Great video. I only wish I found it two days ago, would have saved me a lot of googling and frustration.
@kevsterhere70662 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
2 жыл бұрын
You're very welcome!
@freehappymeal2 жыл бұрын
Thank you! It's easy to follow along.
@DataProfessor
2 жыл бұрын
Glad it was helpful!
@fahadreda30604 жыл бұрын
Easily explained , Thanks Professor
@DataProfessor
4 жыл бұрын
Thanks for watching and for the kind comment 😃
@dilaraesmer2 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
2 жыл бұрын
Thanks Dilara, and great quote by the way. :)
@nettogrowthpartners9567 Жыл бұрын
Thank you Professor!!
@AkashdeepDam3 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
3 жыл бұрын
Glad the contents are helpful and thanks for watching 😊
@kanimozhipanneerselvam30174 жыл бұрын
Awesome Explanation as Always!! Professor!!🙂
@DataProfessor
4 жыл бұрын
Thanks for the encouragement 😃
@examiningexcellence3 жыл бұрын
Thanks for the video Prof, much appreciated
@DataProfessor
3 жыл бұрын
You are very welcome
@arkadipbasu8282 жыл бұрын
Thank you, learnt a bunch of new functions
@DataProfessor
2 жыл бұрын
Great to hear!
@ventin753 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.
@marcao121 Жыл бұрын
Great content ! incredible and well explained!
@DataProfessor
Жыл бұрын
Glad it helped!
@Playstore-zc5xk4 жыл бұрын
As usual.... Another great video...
@DataProfessor
4 жыл бұрын
Thanks for the kind words!
@victortsado91802 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.
@DarkCirer Жыл бұрын
Hola muchas gracias por compartir este video, me ha servido de mucho
@joshuam23413 жыл бұрын
That was amazing!
@DataProfessor
3 жыл бұрын
Thanks for watching 😃
@BeautyByJuliette144 жыл бұрын
Awesome video & channel!! I'm a junior undergrad student in physics and data science :)
@DataProfessor
4 жыл бұрын
Welcome aboard!
3 жыл бұрын
5:00 Why do we need to export to csv and then import back?
@Chandu-zh7xo2 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?
@pablomandryk54333 жыл бұрын
Thank you!
@DataProfessor
3 жыл бұрын
A pleasure!
@muhammadjamalahmed86644 жыл бұрын
Love it...
@DataProfessor
4 жыл бұрын
Thank you watching!
@inj1979 Жыл бұрын
Thanks. 🍓🍓🍓
@AnalogDave3 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.
@zarifhossain5154 жыл бұрын
soooo good .
@DataProfessor
4 жыл бұрын
Thank you!
@panzonecadutodifaccia3 жыл бұрын
thank you sir
@DataProfessor
3 жыл бұрын
Thanks for watching!
@crm3q2 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
2 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
2 жыл бұрын
@@DataProfessor Thank you so much!
@rogerioamaral27844 жыл бұрын
Hi Teacher, Do you have plans to make a video tutorial about de DASH?
@DataProfessor
4 жыл бұрын
Thanks for the suggestion, will look into it 😃
@AnupRanjanDasQA3 жыл бұрын
good one
@DataProfessor
3 жыл бұрын
Thank you for watching!
@bontle41573 жыл бұрын
I’m unable to open this as a document
@addictedroaster15732 жыл бұрын
I think u should zoom in your window... Because some are using 360p
@pradiptahafid3 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
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 kzread.info/dash/bejne/rK2clKqOYcjMn5c.html
@Abdullahkbc Жыл бұрын
14:42 would be shorter and easier with this. df[df['Tm']=='LAL']
@ravitanwar95374 жыл бұрын
kindly zoom in when you are showing the code. apart from that nice video as always
@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
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
4 жыл бұрын
55, yeah, Ken’s a very inspirational data scientist. Thanks for the suggestion 😃
@Bridgetugochi2 жыл бұрын
Pls what is the GitHub of the data professor,I can't see it clear
@DataProfessor
2 жыл бұрын
Hi it’s github.com/dataprofessor
@username424 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
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 😃
Пікірлер: 94
This is the best comprehensive EDA intro. Hope you keep making more. Professor.
@DataProfessor
4 жыл бұрын
Thanks for the encouragement 😃
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
3 жыл бұрын
Glad to hear that it was helpful, thanks for watching 😊
Thank you for such a beautiful, step-wise & lucid explanation. One of the best videos on EDA.
@DataProfessor
4 жыл бұрын
Thank you for the kind encouragement 😃
What a clear, concise but comprehensive tour of Python/Pandas/Seaborn capabilities. Thanks!
@DataProfessor
3 жыл бұрын
Glad it was helpful! 😊
I just finished watching this video. Thanks a lot for explaining each and every step so beautifully.
@DataProfessor
3 жыл бұрын
Glad it was helpful!
Many thanks for this brief video of EDA, Looking forward to learning more from this channel.
พึ่งรู้ว่าคุณคนไทยครับ ทำคลิปดีมากก กลับมาใช้ python เจออันนี้พอดี สู้ๆครับ
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
2 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.
Very nice video. A good quick intro to Pandas for beginners and a good "refresh" for rusty users. Useful and clear. Kudos!
@DataProfessor
3 жыл бұрын
It’s a pleasure, thanks for the kind words 😊
Thanks Prof, I think this is the one that could make me easily understand what EDA is... Keep sharing good things.
@DataProfessor
3 жыл бұрын
Glad to hear that
Best EDA video ever!
As a physics grad student, this helped tremendously! Thank youso much
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 :)
It's a great video. I have seen the best exploratory data analysis video in youtube. Please add examples with more complex data.
@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.
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
Жыл бұрын
Great job!
He explains waaayy better than my ML/Data Science teacher. lol
Excellent explanation. Thank you very much for wonderful video. Keep it up.
Great video. I only wish I found it two days ago, would have saved me a lot of googling and frustration.
I haven't even watched half of the whole vid and I have already learned so much useful stuff!!! print('thank you ^.^ ')
@DataProfessor
2 жыл бұрын
You're very welcome!
Thank you! It's easy to follow along.
@DataProfessor
2 жыл бұрын
Glad it was helpful!
Easily explained , Thanks Professor
@DataProfessor
4 жыл бұрын
Thanks for watching and for the kind comment 😃
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
2 жыл бұрын
Thanks Dilara, and great quote by the way. :)
Thank you Professor!!
Sir, It's very helpful and impressive tutorial of EDA. I really amazed by your style of presentation in Google Colab. Thank You 😊 ❤️
@DataProfessor
3 жыл бұрын
Glad the contents are helpful and thanks for watching 😊
Awesome Explanation as Always!! Professor!!🙂
@DataProfessor
4 жыл бұрын
Thanks for the encouragement 😃
Thanks for the video Prof, much appreciated
@DataProfessor
3 жыл бұрын
You are very welcome
Thank you, learnt a bunch of new functions
@DataProfessor
2 жыл бұрын
Great to hear!
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.
Great content ! incredible and well explained!
@DataProfessor
Жыл бұрын
Glad it helped!
As usual.... Another great video...
@DataProfessor
4 жыл бұрын
Thanks for the kind words!
I love your EDA about the NBA_2019, what is the command you used to get the Acronym. please can you share it.
Hola muchas gracias por compartir este video, me ha servido de mucho
That was amazing!
@DataProfessor
3 жыл бұрын
Thanks for watching 😃
Awesome video & channel!! I'm a junior undergrad student in physics and data science :)
@DataProfessor
4 жыл бұрын
Welcome aboard!
5:00 Why do we need to export to csv and then import back?
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?
Thank you!
@DataProfessor
3 жыл бұрын
A pleasure!
Love it...
@DataProfessor
4 жыл бұрын
Thank you watching!
Thanks. 🍓🍓🍓
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.
soooo good .
@DataProfessor
4 жыл бұрын
Thank you!
thank you sir
@DataProfessor
3 жыл бұрын
Thanks for watching!
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
2 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
2 жыл бұрын
@@DataProfessor Thank you so much!
Hi Teacher, Do you have plans to make a video tutorial about de DASH?
@DataProfessor
4 жыл бұрын
Thanks for the suggestion, will look into it 😃
good one
@DataProfessor
3 жыл бұрын
Thank you for watching!
I’m unable to open this as a document
I think u should zoom in your window... Because some are using 360p
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
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 kzread.info/dash/bejne/rK2clKqOYcjMn5c.html
14:42 would be shorter and easier with this. df[df['Tm']=='LAL']
kindly zoom in when you are showing the code. apart from that nice video as always
@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
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
4 жыл бұрын
55, yeah, Ken’s a very inspirational data scientist. Thanks for the suggestion 😃
Pls what is the GitHub of the data professor,I can't see it clear
@DataProfessor
2 жыл бұрын
Hi it’s github.com/dataprofessor
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
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 😃
Poor dataset choice.
Thank you!
@DataProfessor
3 жыл бұрын
You're welcome! Thanks for watching!