Seaborn lmplot | Comparing lmplot vs regplot and using the Seaborn lmplot hue and FacetGrid

[@BarunHazary]

was working on Seaborn, watched couple of your videos and I find them the most logical and useful

[@KimberlyFessel]

So glad to hear that! Seaborn is great 😁

[@specificpigeon3945]

Amazing video!! You explained everything so clearly, thank you so much!

[@KimberlyFessel]

Most welcome! Glad to hear it helped! 😊

[@t-m5678]

Great video. I've always ignored lmplot. Now I see how useful it is. I'll start using it. Thanks.

[@KimberlyFessel]

Right? Honestly, I was in the same boat. Didn't really use it much. But there are so many options! Have really be loving demoing the FacetGrid-based plots lately. Good stuff!

[@khernandez225]

Thanks a lot for this Kimberley. I am new to data science and your videos are helping me understand creating graphs and plots on a whole other level. I have a question. Is there a way to include the value for the correlation coefficient in the plot?

[@vitorribeirosa]

Amazing. Thanks for your video!!!

[@lade_edal]

Amazing. Thank you, Kim.

[@KimberlyFessel]

👋 😄 -- Most welcome!

[@johnbainbridge1931]

Hi Kimberly, fantastic. Quick question on the idea of splitting the plot into multiple plots, one per category. Your example had just 3 categories. I was usung a category variable from my dataset that had 6 (still not massive, right?), however these 6 small plots really were too tiny. Is there a simple way to max the output to two or three lmplots per line? Subplots?

[@johnbainbridge1931]

ok i think i may have found it with a bit of help from OpenAI grid = sns.FacetGrid(housing_df, col='SaleCondition', hue='SaleCondition', col_wrap=3) grid.map(sns.regplot, 'GrLivArea', 'SalePrice') What do you think?

[@KimberlyFessel]

@@johnbainbridge1931 Yes, that's right - use "col_wrap" to wrap your columns around to the next line :)

[@swarnendusekharghosh9539]

Mam thank you so much for the video. I had a query of my own which I would like to ask you, when utilizing Gaussian Process Regression, I am obtaining the mean estimate along with their standard deviations from the posterior predictive distribution. How can I plot each mean(point) estimate along with their Confidence Interval (CI), can you kindly help?

[@no55693]

thank you for your good video!. I have one question, do you know it is possible to change hue color and order ? I mean that the default would be alphabetical, but can it be changed to any order?

[@KimberlyFessel]

Hi there - yes, you can update the palette option to change the colors and pass a list to hue_order to specify the order of your choice!

[@perryliu6573]

Thanks, Coach!

[@KimberlyFessel]

Go, Team! 😄🎉

[@Star_Bawa9]

Uhh I am a beginner ANd I have a question ..Are these Regression plotted Correctly ?? Means We do not have to create a seperate model for the Linear Regression

[@lucapassani1129]

You rock!

[@KimberlyFessel]

Hey -- thanks so much! 👍

[@f4edu56]

I did it! I plotted a logistic regression. But I got some trouble when I tried to make it two columns. Can you help me ma'am what should I do?

[@KimberlyFessel]

Awesome! Glad to hear that worked. What happens when you try to make two columns? Are you passing in a categorical column into the "col" argument, for example, a column that has two string categories like ["a", "b", "a", "a", "b", ...]?

[@f4edu56]

@@KimberlyFessel sns.lmplot(x=['Allowance','Grades'], y='Remarks', data=df, logistic=True, n_boot=100) plt.show()

[@f4edu56]

I can't plot two columns . Please ma'am help. Thank you so much!

[@f4edu56]

What I did was , I have multiple x, I mean multiple columns for x

[@kibetwalter8528]

Thank you

[@KimberlyFessel]

Most welcome!

[@izaiasdesouzasilva2885]

Great! Thanks!

[@mohammed_Ansar]

amazing mam...

[@KimberlyFessel]

So glad you enjoyed it! 😊

[@annkuruvilla1996]

Thankyou Mam

[@KimberlyFessel]

Most welcome - cheers!

[@francismmiranda]

Thanks!!!!!

[@KimberlyFessel]

Most welcome!! 😄

[@tiagomonteiro1414]

Thank you