Twitter Analytics and Gender

 

Like many new (or soon-to-be-new) authors dipping their toes into social media, I’ve been trying to get a handle on not only how to better manage the wild chaotic beast that is Twitter, but also how to understand it. Eva Gantz is the go-to expert on social media for authors, and following her advice I checked out Twitter Analytics, which I discovered has this cool little feature for breaking down the demographics of your followers.

Neat! So now I know that 55% of my followers are in the US (no surprise there, because I’m in the US, I suppose), 17% in the UK, etc. I know that 88% are interested in “Romance (books and literature),” which makes sense, because I’m trying to be a romance author — that’s probably the most useful statistic, actually.

 

And I know that 51% are male and 49% female.

Huh? How does Twitter know that? I wracked my brain trying to remember if Twitter ever asked me my gender when I signed up, and no, it didn’t. I checked my profile, and nowhere is there anything that says “female” (or any other gender!). So, if Twitter doesn’t know my gender, how can it know the gender of my followers?

The answer is, apparently, big data and social algorithms. It is all in your word choice, word frequency, word proximity, etc, apparently. Twitter (and Facebook too, for that matter) has been hiring some of the world’s foremost social statisticians and researchers, because they want to know this sort of thing about us (without asking, apparently).

I guess it’s a little creepy and a little fascinating at the same time.

Glenn Fleishman wrote a very interesting article for BoingBoing about it a couple months ago, which I came across in my search for the answer. It seems he had the same head-scratching moment I did when he looked at that graph. Oddly, it appears for most people their followers skew far more to the male side, regardless of their own gender or what they tweet, whereas mine are nearly evenly matched. I don’t know that that’s good or bad or indifferent — I’m very happy if men find what I have to write as interesting as women do, and in fact I do have some men who regularly read my blog, and I love them for it (you know who you are, and you’re all wonderful)!

Have you looked at your own Twitter Analytics results recently? What is your thinking about computers determining your gender based on how you write?

There’s a lot more to the analytics that I haven’t even begun to understand yet. There’s a lot to Twitter I don’t understand yet.

Advertisements

9 thoughts on “Twitter Analytics and Gender

    • Social scientists have been studying things like this for decades, and now they can program their findings into a computer to analyze large volumes of data — i.e., all your tweets and status updates — and not only make a determination, but continuously refine the algorithm.

      Like

      • Yes, I agree with you. Gender information is not readily available on a Twitter user profile. Their gender classifier determine gender based on looking at Twitter user names, profile pics and other parameters. They Are able to determine gender for ~66% of the 36 million Twitter users analyzed in this study.

        Liked by 1 person

  1. This makes me wonder how easy it would be for a writer to fool the system. I’d also like to think that cultural differences would mean that we’re not all so easily defined, that may just be wishful thinking though.

    Liked by 1 person

    • Well, good writers should be able to write characters who are in different walks of life from themselves, right? Different professions, different social statuses, different ethnicities, and of course also different genders. On the other hand, what Twitter is analyzing is your tweets, not your fiction, so that’s a different story.

      Liked by 1 person

I would love to hear from you!

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s