'Adding secondary y-axis with Facetgrid on Seaborn
I have a cohorted dataset (from 1 day to 365 days) that now I am representing like this in Seaborn. The blue line is the previous result, the orange is the current result and the bars are the delta in % between them:
However, I need to add the bars on the same plot that the lineplot with a secondary axis.
My expected output would be this for each plot of the Facetgrid:
A sample of the dataframe that I am using on wide format that I splited in two to separate the date from de delta and the pre y post results. I need it this way because of the cohorted data:
And this is the code I use to plot the first graph:
fig, ax1 = plt.subplots() # initializes figure and plots
ax2 = ax1.twinx() # applies twinx to ax2, which is the second y axis.
g = sns.FacetGrid(df_ads_long_st, col="m", hue="status", height=5, aspect=0.8)
g.map(sns.lineplot, "dx", "value_a", alpha=.7, ax = ax1)
g = sns.FacetGrid(df_ads_long_de, col="m", hue="status", height=5, aspect=0.8)
g.map(sns.barplot, "dx", "value_a", alpha=.7, ax = ax2)
# these lines add the annotations for the plot.
ax1.set_xlabel('DX')
ax1.set_ylabel('ARPU', color='b')
ax2.set_ylabel('Delta', color='r')
plt.show(); # shows the plot.
Is there any other day to do this?
Thanks!
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