How to Quickly Perform Exploratory Data Analysis (EDA) in Python using Sweetviz

[@DataProfessor]

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[@DatascienceConcepts]

Excellent topic! I see so many students struggling with EDA, this should be helpful.

[@DataProfessor]

Thank you for watching! Glad you think so!

[@AndrewMoMoney]

woot! so many uploads, love it Chanin!

[@DataProfessor]

Nice to see you here, Andrew! Glad you enjoyed it! 😊

[@margaretblack5474]

Thank you for putting this content together! This package is just what I’ve been looking for.

[@TinaHuang1]

This is so helpful!! Doing EDA now and gonna check this out. Thank you!!

[@DataProfessor]

Awesome, thanks for watching Tina!

[@temiwale88]

Using this now for quick exploration of my data. Thanks again Data Professor!

[@DataProfessor]

Thanks for watching Elijah, Glad it was helpful!

[@x7331x]

Thanks for this into to sweetviz! Extremely useful and time-efficient!

[@DataProfessor]

Glad it was helpful!

[@aaronauta5898]

Thank you, professor. you made learning data science for me so simple and easy to assimilate, thank you for introducing this library to me. still Waiting for data cleaning in orange lib. thanks again.

[@DataProfessor]

Glad it was helpful!

[@minhajali3671]

hi, thanks for the help! used it for my final year dissertation

[@thinamG]

It looks amazing, I will try it out soon. Thanks for sharing !!

[@DataProfessor]

Awesome, looking forward to seeing it in use in one of your amazing LinkedIn posts 😊

[@thinamG]

@@DataProfessor Yeah, I will try it soon. 😊

[@pushkarajpalnitkar1695]

Wow this is going to save a lot of time..thanks for the video

[@DataProfessor]

A pleasure! 😊

[@kirandeepmarala5541]

Hi Professor. thanks For Letting Us to Know This tool..

[@DataProfessor]

A pleasure, thanks for watching 😊

[@sebascol]

Nice video. Thanks for sharing this amazing tool.

[@DataProfessor]

A pleasure, thanks for watching! 😊

[@bassamal-kaaki3253]

Hi data prof, when I run display.html in Anaconda Jupyter notebook I don’t get the same exact large screen you have! The cell is rather small to navigate inside of it. Is this normal? I do however get the html separately in the folder to view.

[@DataProfessor]

Alternatively, the html file can be opened in an internet browser such as Chrome.

[@AndrewClark83]

Love watching your videos. Thanks for sharing. Question though, you split out (species) as your dependant y variable at the start of the video, but then never seemed to use it. Are you doing another video on the same data set where you are predicting the species based on the other inputs?

[@DataProfessor]

Thanks for watching! Glad you liked them 😊

[@DataProfessor]

Great observation, actually I’ve made a prior video on classifying the penguins according to their species and made a web app using the Streamlit library in this video kzbin.info/www/bejne/e5LMYp2Xj9eFetU

[@ianpilgrim2818]

Had problem with step 3,2 will take a further look tomorrow

[@TheLucas9amsn]

Thank you for always sharing great content.

[@DataProfessor]

My pleasure!

[@Eri3t5co]

Amazing library. I'll explore it. Thank you very much.

[@DataProfessor]

Thanks for watching!

[@cheikhbadiane4596]

Awesome Professor thanks a lot

[@DataProfessor]

It's a pleasure, thanks for watching! 😊

[@etc_be_a_62harshshinde66]

not working for me says 'DataFrame' object has no attribute 'iteritems' i read on stack overflow that latest pandas has no iteritems, so need to downgrade but still after downgrading pandas still showing this error

[@jeffwong1310]

Any chance that I can keep showing the same HTML in Github as in Colab. When I put the notebook in the github, the HTML display is gone

[@DataProfessor]

Hi, I recommend to download the generated HTML report and upload this HTML file to GitHub.

[@DataProfessor]

Hi, I think its the rendering of the notebook by GitHub that is the issue. HTML is shown in Colab or Jupyter notebook with no issues as it is using the iPython library for the HTML display. GitHub probably doesn’t support this and so it is gone. On a similar note, interactive plotly graphs that are included in some of my Jupyter notebooks when uploaded to GitHub also disappears.

[@jeffwong1310]

@@DataProfessor got it, thanks for the clarifications

[@tobymasuku5781]

Thanks very informative. Can you please help on how to cluster zip codes

[@wojtek8396]

Nice video unfortunately I get this error all the time'charmap' codec can't decode byte 0x9d in position 1207412: character maps to

[@akshykumar1118]

Sir is it OK to use this library ,I mean will recruiters accept this or will expect me to go manually with pandas??

[@DataProfessor]

This is a great tool for speeding things up, as for job interview preps, it is always nice to go back to basics and be proficient at standard Python libraries like pandas, matplotlib, numpy, scikit-learn, etc.

[@akshykumar1118]

@@DataProfessor thankyou sir for responding

[@DataProfessor]

@@akshykumar1118 You’re welcome :)

[@fezacongo1692]

Thank you for sharing

[@DataProfessor]

A pleasure

[@stretch8390]

X variable is fine but for y = penguins('species') I keep getting a "TypeError of 'DataFrame' object is not callable" which I haven't been able to figure out yet. Anyone know what might be happening? This obviously creates issues with later code cause then 'y' is not defined.

[@DataProfessor]

Hi, can you try replacing the parenthesis with brackets such that it becomes penguins[‘species’]

[@stretch8390]

@@DataProfessor will give that a try next time thanks Data Professor!

[@sherifelgazar4089]

Can u put dataset linl?

[@muhammadhusni3097]

So cool!

[@DataProfessor]

Thanks for watching

[@grahaminzana324]

Appreciate this video my dog

[@chuuchuu2381]

Should freshers use it?

[@blessingagyeikyem9849]

Can I get the ipynb file

[@DataProfessor]

Thanks for the reminder, here it is github.com/dataprofessor/code/blob/master/python/Sweetviz.ipynb

[@chiazamochiegbu848]

I'm getting module not found error

[@chiazamochiegbu848]

Could you help me resolve this. Thank you

[@DataProfessor]

Hi, have you installed sweetviz library pip install sweetviz

[@chiazamochiegbu848]

@@DataProfessor yes I have. J also uninstalled and installed again but still getting same module not found error. Same thing happens with autoplotter, Vaex and pandasgui. Please help me.🙏

[@DataProfessor]

What version of Python are you using? Mine is 3.7 or 3.8 and it is working fine.

[@chiazamochiegbu848]

@@DataProfessor I install through anaconda and it worked

[@pauloreis8868]

Awesome!!! Wait... do you think it's worth trying to "replicate" this library "from scratch"? Anyways, I think I'm going to try only for the fun of it kakaka. Thank you, Professor!

[@DataProfessor]

Hi Paulo, it's definitely worth a try, to save you time, feel free to download the Notebook (.ipynb) file from the GitHub to give it a try: github.com/dataprofessor/code/blob/master/python/Sweetviz.ipynb

[@RichardMonteiro-rx9ew]

Was good but no point of the x test and train, in this video