Seaborn stripplot | What is a strip plot and how to make a strip plot in Python seaborn

This seaborn stripplot video describes what a strip plot is and explains how to make a strip plot in Python seaborn. After I explain the strip plot, I then compare the stripplot vs swarmplot and provide a demonstration on how to code a stripplot with seaborn. I then showcase styling options for the seaborn stripplot and end with a gallery of strip plot examples.
0:00 What is a strip plot?
1:07 Stripplot vs swarmplot
2:21 CODE: How to MAKE a stripplot
5:40 CODE demo: How to STYLE a stripplot
9:07 Gallery of strip plot examples
9:38 Conclusion
Github code:
github.com/kimfetti/Videos/bl...
#seaborn #dataviz

[@viniciusoviedo]

Amazing job! A very didactic video with a lot of value. Thank you for sharing it.

[@jpjameszhang4675]

excellent introduction, especially the introduction of the statistics and the concept of plots.

[@mosama22]

Thank you for the beautiful video :-)

[@Muchael754]

I’ve used R ggplot for data visualisation and now learning Python. I was wondering for a long time how to do jitter plot in a different way as I used to use Graphpad, where we get swam plot! Thanks for telling me the name of the plot!!!

[@KimberlyFessel]

Awesome! Yes, I find both the strip plot and the swarm plot to be super useful for getting a sense of the distribution of points. And they look nice too 😊

[@comebackivanovitch]

Amazing!

[@KimberlyFessel]

Thank you very much! 😄

[@maheshvenkat9956]

It would be great if you can explain how to interpret the plot. It is a brilliant step by step visual explanation

[@KimberlyFessel]

Oh I see - like some inferences we can draw from the plot? Interesting idea and I will consider that for an upcoming video. Thanks!

[@nicolasrojastelles1606]

Outstanding explanation! Thanks. Could you please make an example with a colorbar.
Is it possible to use a color bar with a stripplot like we can use in a scatterplot?

[@KimberlyFessel]

Glad you enjoyed the video and good suggestion. Theoretically, you should be able to pass a continuous variable to the "hue" argument of the stripplot like you can with the scatterplot. I just did a few tests, and this works but doesn't work as well as the scatterplot. This makes me wonder if the stripplot may have a bug or need to process data a bit differently. 🤔

[@haotruong2057]

Hello can you tell me how to show the average data in each group in Seaborn

[@minakshimathpal8698]

sns.set_style('white')
sns.stripplot(cars.weight, ['']*len(cars), hue=cars.cylinders,
can you plzz explain what ['']*len(cars) is doing here

[@KimberlyFessel]

Sure thing. For that example, I wanted just one horizontal strip of data, so I set the y-axis category to be one empty string for every datapoint. (That syntax just repeats the elements of the list by the number of rows in cars.) This also means that I don't have any y-axis tick labels because the category is just the empty string.

[@sivasu07]

Mam ur teaching is excellent
Can u teach me seaborn libraries in python

[@KimberlyFessel]

So glad you enjoyed the video! 👍 You can check out my full "Introduction to Seaborn" playlist here: ruclips.net/p/PLtPIclEQf-3cG31dxSMZ8KTcDG7zYng1j

[@sivasu07]

@@KimberlyFessel do u have videos for multiple bar plots using twinx func

[@sivasu07]

@@KimberlyFessel last ques- how to do multiple box plots in seaborn

[@KimberlyFessel]

Hi -- no videos using twinx yet but will consider that for the future!

[@KimberlyFessel]

As subplots? You could create multiple box plots on the same figure by using pyplot to create subplots (plt.subplots(1, 2) would create one row with two columns of figures). I'll likely to a subplot video at some point 😄

[@jedidiaholadele2086]

This really should be called a jitterplot