I'm doing some exploratory data analysis on some data and I get these histograms:
That looks like a candidate for a log transformation on the data, so I run the following Python code to transform the data:
df["abv"].apply(np.log).hist() df["ibu"].apply(np.log).hist() plt.show()
And I get this new plot of the transformed histograms:
Am I correct that a log transform was ok to do in this case, and if so, what's the best way to interpret the results?