I have a confession to make. I actually really hate finagling with visualizations on various data analysis platforms.
I reached this conclusion about 10 minutes ago, and I think that it’s already changing my life. Up until 10 minutes ago, if you’d asked me whether I’d like to spend time learning how to more effectively visualize data, I would’ve said hell yes.
And who could blame me for not knowing myself! Just look at statisticians of any public acclaim whatsoever. Nate Silver’s FiveThirtyEight is chockablock with effective visualizations. The data folks at the New York Times create works of such staggering beauty and simplicity that you can just look at the graph without reading the article and know what they’re saying. And then there’s whatever the hell this sorcery is:
Since I’m trained as a statistician, there’s always going to be a part of me that whispers, “You should be able to make this graph too.”
But I think at a certain point, maybe part of growing up is admitting that there are some things you would like to be able to do that you are just never, ever going to be able to do. I’m a firm believer in the idea that just about anyone can learn just about anything, but I think we also have to recognize how much it’ll cost you to get to an expert level.
Case in point: I just spent about an hour making this dumb scatterplot1:
It probably would take another two hours to get it to a point where it makes any sense. And in the meantime, though fiddling with graphics does make time pass quickly, it’s a little alarming to look up and see that an entire evening has passed you by and all you have to show for it is some crappy scatterplot.
This is a life-changing revelation because, in my mind, I was holding the door of data visualization expert open. If that door is firmly shut, I’m probably not going to become a data journalist. I could still work with data, but I’m always going need help from someone with better artistic sense and ggplot2 skills than I have.
This is a relaxing kind of realization. I can stop castigating myself for being such shit at graphics.
1. In my defense though, I did create this in Python, which I am only just learning. But it would still need a lot of work to be intelligible. Back