🔒 Colormap of date in sns.pairplots

[sinful matrix]

https://paste.pythondiscord.com/YCRQ

I have this code to compute and plots correlation. I doing a sns.pairplots graph and i would want both the diagonal to be the distrubtion and that each case as a colormap for the julian date but i cant manage both at the same time . Can somebody help ?

[shut epoch]

@sinful matrix

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[sinful matrix]

anyone ?

[cold wagon]

Can you rephrase? It's hard to understand what you're trying to do

[sinful matrix]

Yeah sure ! sorry if it wasnt clear

i only manage

either

this

or this

i want the second one where each point is associated with a date but i want to keep the distrubutions in the diagonal

[cold wagon]

Ok, and how do you produce each of the plots currently?

[sinful matrix]

the first one is :

sns.pairplot(filtered_data[analysis_columns + ['Julian Date']], diag_kind='kde', corner=True)

the second one is "

sns.pairplot(filtered_data[analysis_columns + ['Julian Date']], diag_kind='kde', corner=True, hue='Julian Date')

[sinful matrix]

which hue adds a colormap but for some reason it removes the diagonal distribution

[cold wagon]

how would you assign the hue to the distribution?

[sinful matrix]

basically i have a csv file that looks like this :

[sinful matrix]

so each point is associate with a date

[cold wagon]

I understand how you assign the hue to the points, I'm asking about the missing diagonal distributions which don't look like points

[sinful matrix]

sry not sure i understand your question. I dont want the hue in the diagonal, simply the distribution and the hue everywhere else

[cold wagon]

yeah I'm just not sure that's how the function works

I'm looking at https://seaborn.pydata.org/generated/seaborn.pairplot.html and it looks as if the diagonal distributions are split according to the hue argument, which in your case would be a different date per point

[sinful matrix]

hmm

i see what you mean yeah

weird that i cant bypass it to not pass the hue but i guess its how the function is made

[cold wagon]

I'm no seaborn expert so take it with a grain of salt, but that's what I see from their documentation

[sinful matrix]

yeah thats my conclusion too

[cold wagon]

Maybe it's possible to to do all the off-diagonals separately and then join them to the diagonal plots

[cold wagon]

Look at the example usage here: https://seaborn.pydata.org/generated/seaborn.PairGrid.html#seaborn.PairGrid
It allows you to assign different hues, might be what you're looking for

So in this case you would assign a hue only to the off-diagonal plots

[sinful matrix]

with which arguments ?

[cold wagon]

Scroll through the example usage, they show this case

[sinful matrix]

oh yeah

Thanks i will look through this !

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