Plotting categorical variable over multiple numeric variables in python

Question

I need to plot one categorical variable over multiple numeric variables.

My DataFrame looks like this:

 party media_user business_user POLI mass 0 Party_a 0.513999 0.404201 0.696948 0.573476 1 Party_b 0.437972 0.306167 0.432377 0.433618 2 Party_c 0.519350 0.367439 0.704318 0.576708 3 Party_d 0.412027 0.253227 0.353561 0.392207 4 Party_e 0.479891 0.380711 0.683606 0.551105

And I would like a scatter plot with different colors for the different variables; eg. one plot per party per [media_user, business_user, POLI, mass] each in different color.

So like this just with scatters instead of bars:

The closest I've come is this

sns.catplot(x="party", y="media_user", jitter=False, data=sns_df, height = 4, aspect = 5);

producing:

Tobias P. G. · Accepted Answer · 2019-12-12 17:05:22Z

By messing around with some other graphs I found that by simply adding linestyle = '' I could remove the line and add markers. Hope this may help somebody else!

sim_df.plot(figsize = (15,5), linestyle = '', marker = 'o')

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