Seaborn FacetGrid | How to make Small Multiples with Python Seaborn | Titles, Hue, Legend

This Seaborn FacetGrid tutorial shows you how to make and style a FacetGrid using Python Seaborn. I first introduce you to the concept of small multiples and making Seaborn small multiples with the facet grid. We walk through the row and col options, and I then show you how to use the Seaborn FacetGrid map and map_dataframe methods to add plots to the FacetGrid. I demonstrate how to make a seaborn FacetGrid histogram as well as scatter plots. I then teach you how to style the facet grid using methods and attributes including updating the Seaborn FacetGrid title through title templates and adding axes labels. I also show you how to use sharey and ylim within the facet grid. We next talk about displaying additional categorical data through the Seaborn FacetGrid hue, and I also show you how to add a hue legend. I show you code for updating the palette and how to style a Seaborn FacetGrid KDEplot. Finally, I demo a custom Python function that you can use to customize the facet grid however you like!

0:00 Introduction
0:21 Intro to Small Multiples
1:03 FacetGrid Code Basics
5:49 FacetGrid Methods & Attributes (axes labels, titles, sharey, ylim)
10:16 Hue & Custom Functions
15:18 Conclusion

Github Code:

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#seaborn #dataviz

[MichaelMohr-rzwf]

Spent several frustrating days looking for something like this to plug my knowledge gap. Exactly what I needed...world's greatest tutorial!

[MsEdnira]

Hi! Your videos are awesome. Very clear presentation and powerful contents. Thank you!

[md.humayun-bin-akram]

Your explanation saves me a lot of time. Thanks a lot.

[avijitdey]

I have never seen an explanation so beautifully put in a video. Damn! Instant subscribe

[brianoliver]

Thanks a lot! I now understand FacetGrid! This will be very useful.

[FarizDarari]

Seaborn FacetGrid is just awesome, and so is this tutorial video! Many thanks!

[ralphsueppel]

Your videos are of great value, as they are concise, practical and clear. I full-heartedly recommended them on my Twitter feed for quant investors. Keep up the good work!

[Kiki-gg]

You really are saving my life with your videos! Thank you

[lade_edal]

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Totally in love with you and your videos 🙂

[espua]

thank you so much for the teaching. bravo !!

[BrunoAraujo-polm]

Hey thank you so much for your awesome, organised and detailed didatic method! The best I've seen so far on Youtube!

I'd like to make a request. Can you please make a regular expressions series? I'd like to learn how to use them better on strings recognition and text manipulation.

[rajeshsaha]

Kudos for lucid explanation!! Thank you from India.

[Alexr]

Thank you! I was struggling with the hue's legend color and couldn't find the solution anywhere. Awesome tutorial btw.

[CaribouDataScience]

Thanks that is what I was looking for.

[muhammadfitrie]

Keep it up!!! you're the best....

[riniantony]

Hi Kimberly, thank you for the video :)
Could you please let me know hoe exactly is the value on the y axis determined when facet grid is used? I have used it a couple of times but never figured how the y axis values are determined.

[juana]

Hi Kimberly! Thank you for this video. I am finding FacetGrids so useful and easy to use. The only exception is that I created 3 count plots in the FacetGrid and now I am trying to sort the bars by frequency. I created a function for this purpose to insert it in map_dataframe(), but is not working. I have tried multiple things and I cannot get my count plots to be sorted descending so they are visually easier to read. Any ideas? Thank you!

[davideeckhout]

Hi, I have a question, for the 'col' argument, I have nine values. How can I make it into a grid instead of nine columns in a row? (like a 4x3 grid)

[sumengsumeng]

Great video! I spent so many days solving the problems and finally I am here! thank you !
I made some nice graphs but they have low resolution or low image quality when I save them as pictures, do you have any idea of that?
thank you again :)

[elkegonzales]

Hi Kymberly, thanks for the video
Can I change a different marker within each graph in the small multiples in Seaborn?