1 - What are you doing?
January 2017. Boardroom of London law firm Sullivan & Cromwell LLC.“First question. Imagine yourself a year from now as a Fulbright scholar. You bump into someone in the street who wants to know about what you are doing in the US. What do you say?”
“Lovely evening today in Chicago isn’t it Madam! So I’ve come to U Chicago to learn to do computation social science. Now what on earth does that mean?
Well, how did you get into town this morning? You tapped into public transport perhaps? Well, that is a piece of data. And I see you have a smartphone in your hand Madam? Perhaps you just sent out a tweet about your favourite deep dish restaurant? That’s another data point. And maybe you downloaded a song to listen to on those headphones? More data. Now times that by the 20 odd million people in this city and you’ve got a lot of information. If I could analyse even a fraction of that, I could learn a lot of about Chicago life. That’s the social science bit.
In order to do that, I need to be able to “speak” to a computer to tell it how to analyse this data. That’s the computational bit.
It’s very exciting!”
I was quite happy with my impromptu bit of whimsical role play. The interview panel… well, I was placed on the wait list. I guess they just didn’t believe the weather could be lovely in Chicago.
However, three months later, I was bumped up and awarded a Fulbright scholarship, for which needless to say I feel impossibly blessed, and six months later I’m sitting in a sub-letted room in South Chicago, on the morning of my first class as part of U Chicago’s brand new MA in Computational Social Science (MACSS), contemplating the fact that I’m about to go Back to School…
By instinct, I value my privacy (if I was that Chicagoan, I’d have walked away like “why does this stalker wanna know how I got into town?”), but I’ve decided to share some thoughts on my journey on this program somewhat publicly.
What are my core aims from the program?1). To learn practical coding skills, which will help me to:
a) save time
b) solve problems
c) create fun content
2). Use this skill to help make understanding society
a) more simple
b) more beautiful
What images spring to my mind when we think of coding? For me:
- Jesse Eisenberg as a young Zuckerberg, wearing a grey hoodie and a calmly imperious smile
- A clammy Keanu Reeves looking like he needs a week in the Costa del Sol
- Hunched shoulders
- Fresh faced Apple interns in the lunch hall at One Infinite Loop who can’t quite believe that the world is at their feet
My friends can’t quite believe that I am learning to code.My aversion to technology at school earned me the affectionate description “neo-Luddite”, and ‘the Brick’ (my Nokia phone until earlier in 2017) garnered a fair amount of bemusement at university.
Hence, I hope I can be an example to others who may not consider themselves particularly tech-savvy or tech evangelists, but may still want to learn computer programming to achieve practical goals!
MACSSIn June, I e-mailed one of the guinea pigs (the first cohort) of the course who had mentioned they were doing a project on music and naively asked
Me: “How is the music project going?”
I wasn’t quite prepared for her response:
“We couldn’t figure out how to get pairwise differences down to two dimensions (it was one or like 16), we’ve moved on from the idea of a genre map to metrics involving single-dimension distances. Right now, we’re working on some MPI code to distribute the pairwise-distance calculations to several nodes in an effort to parallelize the job. Even if we use just a 1% sample of the database, we’ll be computing nearly 50 million pairwise distances. We’ve already written a bunch of mapreduce scripts that will take the pairwise distances and output certain things (like the two most similar songs in the dataset, for example).”
After expressing my complete bemusement, she assured me:
“Guaranteed you will know what all those terms mean at this time next year.”
I look forward to returning to this post in June 2018 to see if her confidence is warranted, and if so whether I can explain it in lay terms! If so, I will be quietly satisfied with my first year on the program.