Seaborn displot | What is the displot vs distplot? How to make a Python Seaborn distribution plot

[@MichaelMohr-rz3wf]

Couldn't be more thrilled with Dr. Fessel's videos. I've probably watched a thousand data science videos. I try to pull what I can into a Microsoft OneNote page that I can make sense of. Usually that's not as easy as it sounds. With her videos, transcripts, and github pages, she sets a standard that makes all those other experts look like bums.

[@KimberlyFessel]

Awww - thanks so much! So glad to hear you find my content helpful 😀

[@AWhite_]

How great you are creating videos about seaborn, I'm so amazed by your videos, thank you so much.

[@espua72]

simply amazing, with Kimberly, seaborn turns easy :)

[@MrRoots974]

cristal clear, easy !! good video, nice voice, good rythm ! good looking... im in !! Cheers and thanks

[@magomedozdemirov6040]

Wow thanks a lot, I was wasting a lot of time on a certain problem and this vid is where I finally found a solution

[@SUGATORAY]

Very nice presentation. I wish I stumbled upon your channel way earlier! 🎉

[@Master_of_Chess_Shorts]

very nice presentation, nice trick at the end to customize even further with an if statement. perhaps another video on showing values and controlling bin sizes and displaying custom bin labels?

[@jasonwoodward5501]

Thanks Kimberly for another 10 out of 10 video. Are you no longer producing any new content?

[@shubhamtalks9718]

This seaborn series is amazing. I binge watched all the video. Waiting more videos...❤️

[@KimberlyFessel]

Wow -- what a compliment! Thanks for watching and more videos to come!

[@tahirhanif9669]

Brilliant presentation, thank you

[@KimberlyFessel]

Thank you so much! Glad you enjoyed it 😀

[@karinabibich6067]

Wooow, your explanation is so sool, thanks a lot!

[@edasamiloglu6302]

Waiting for that 🙌🏻

[@heliumbite91]

Very helpful video! Explanations are clear. Keep it up. Thank you!

[@KimberlyFessel]

Very happy to hear it was helpful - cheers!

[@sivachaitanya6330]

can we do displot for all the numeric columns all at once like histplot .........looks like displot does not support subplots ........so how can we do it.......?

[@ChauNguyen-wd6fm]

Thank you for your video, it's really helpful. Hope your channel succeed :)

[@KimberlyFessel]

Thank you very much! I hope it's a success as well 😄 Glad to hear the video was helpful.

[@t-m5678]

Video Topic Request: Seaborn Countplot, bars with rounded corners. Or plt bar charts with the same. Thanks.

[@KimberlyFessel]

Oooh -- fancy patches! That sounds fun. Thanks for the suggestion!

[@eatbreathedatascience9593]

Hi Kimberly. Is there a way to centre the plot in the Jupyter Notebook so that it is not left aligned ? Thanks very much !

[@VictorViera]

greetings from colombia, I found your channel. I have a Channel to by in spanish

[@kanikaaggarwal2761]

I have a question. why displot always uses count as y axis. Is there any way to change it to sum?

[@marioaguilar8735]

Great video, as each of your uploads. New subscriber since a few days ago. Btw, would you explain for me how can I plot two displot side by side? One for univariate kde and another one with bivariate representation? I've read the documentation but it says nothing about it. Furthermore, with other sns plots I can do that using the plt.subplot(grid rows, grid cols, subplot #) method but it does not work for displot. Keep it up!

[@KimberlyFessel]

Thank you and and thanks for subscribing! Good question. This all comes back to the fact that the displot is built on that underlying FacetGrid. Your method is correct (with the subplots) but you will want to switch over to Seaborn's kdeplot. Then you could do something like: plt.subplots(1,2) plt.subplot(121) sns.kdeplot(data=df, x='first_column') #univariate plt.subplot(122) sns.kdeplot(data=df, x='first_column', y='second_column') #bivariate

[@youcefyahiaoui1465]

@@KimberlyFessel Thank you very much, Kimberly for your quick reply. May ask for something that would fantastic. That is to have a video on few commonly encountered errors. All this is great as long as all works. But, I am following exactly what you say and I have my displot work at times and fails at other times for reasons I don't know. I have a dataframe rearranged to be a long format (with 2 cat variables and only one long column). When I run "sns.displot(x= "Output", data=dff["Frequency (ppm)"], hue = "Voltage"), I get this error: Could not interpret value `Output` for parameter `x`! Or at times it says cannot use hue & col keywords with a wide-form data when my data is actually long...

[@chonccchoncc]

Great vid! Thanks so much

[@fer_mion]

Muchas gracias por el video.

[@joacimjohnsson]

would have been nice if a distirbution type could have been fitted to the data also

[@pampadey6488]

Thanks a lot. 🤗

[@prateekkumar-u5h]

What subject did you do your PhD? Can I connect over your social media ACC.? If you have any!

[@KimberlyFessel]

Hi there - my PhD is in Applied Mathematics. I created models for the biomechanics of the inner ear. 😀 You can find me on LinkedIn here: www.linkedin.com/in/kimberlyfessel/ 👋

[@prateekkumar-u5h]

@@KimberlyFessel woah.. I just completed my masters in applied mathematics. Nice to see someone in my branch too. Well I am thinking to pursue PhD in bio informatics or bio-intermediary disciplines.

[@KimberlyFessel]

Awesome - my postdoc was in math bio, too. Very interesting stuff! Congrats on the Master's 👍

[@prateekkumar-u5h]

@@KimberlyFessel ty mam.

[@prateekkumar-u5h]

Will be joining for PhD in weather forecasting.😊

[@jonathanho5026]

How can i do histplot with x axis as date

[@KimberlyFessel]

That is a great question! I did some digging and it looks like you can create a histogram for dates with either the seaborn histplot or the displot. The dates will just need to be numpy "datetime64" data types. So if you have a dataframe called df with a column of dates called "dates", you could convert these if needed: df["dates"] = df.dates.astype('datetime64') Then you can pass these into the seaborn histplot or displot to make a histogram.

[@jonathanho5026]

@@KimberlyFessel do you have an example??

[@pelckarol]

@@KimberlyFessel excellent. I was about to ask the same question!

[@MS.LEARNING]

Thinks a lot

[@KimberlyFessel]

Most welcome!

[@MecchaKakkoi]

Displot, datplot, it's all the same to me

[@selu3614]

not working like distplot at least for me. i try 2:40 and i get an empty grid with this warning: