Tuesday, July 29, 2014

Data and Dating: An OKCupid Story

 

One morning in a fit of pique

I made an OKCupid account. It really was a fit of pique—a “never mind that jerk; screw my pledge to not date until December; I want to get out of the freaking house” fit of pique. I filled out a little bit of profile information and started answering questions. Due to previous online dating excursions, I knew to specify the douchebag dealbreaker “flaws” right upfront: smart, fat, uppity, and feminist. I near-immediately got QuickMatch likes, but I’d barely filled things out yet, so I assumed they were people who found me because the software gives search priority to new people. I ignored them and kept filling out questions. Then I went over to QuickMatch.

QuickMatch is supposed to be people that are compatible with me, but I saw guys with 10% match ratings.  It was pretty obvious that they’d made it into QuickMatch by rating me highly and no. No, I am not desperate. I don’t do desperate. It was obvious that these guys hadn’t even looked at the first paragraph of my profile; I checked a few and some had “no fat chick” answers. (Dudes, when I say that I’m overweight in the second sentence of my profile and you have a no fatties policy, don’t message me, fer srs.) I went to the profiles of the guys who were over 80%. Some of them were pretty good. But there was this one with what looked like a guy running a race—11 years younger than me. WTF? Athletic young man seeks chubby nerd lady for something something? Then I looked at the match percentage. 99% match, 0% enemy. That’s weird. I went to his profile.

Sing rickety tickety tin

He was smart, interesting, and funny, and he referenced some of my favorite novels. He likes board games, likes scifi, hangs out in coffee shops, and knows the language that I’ve been learning. I gave him a four out of five, a tentative like because of the age difference, but a like anyway. The system told me he liked me too, that I should send him a message. I decided that for those stats and that bio, I could give an 11 year difference a chance; I responded at length to his profile. If it didn’t work out, we’d probably still have so much in common that we could come out friends.

Of course, during my response, he responded to my like and I didn’t see his message. I responded to a couple of other guys and went back to QuickMatch. I started looking closely at the percentages and the enemy rating interested me. I had a guy who was 83% match with 26% enemy (83 + 26 > 100). Clearly, the enemy score could be higher than 100% - match %, so where did that come from? I started looking more closely at people’s answers to questions.

I discovered that there were questions that I considered dealbreaker questions that these guys had answered wrong. Some of the dealbreaker questions had been pretty obvious when I saw them. They are based on the idea that many rapists will admit to rape as long as the situation is described in detail, without using the word “rape.” I noticed this a long time ago (“yes, I had sex with her knowing that she didn’t want to but it’s not like I raped her!”) and now there are studies to back it up. None of the people with low enemy scores had answered those rape dealbreaker questions wrong. Many had answered lifestyle dealbreaker questions wrong, for instance “Do you smoke?” when I am allergic to tobacco. But there were also guys with a 0% enemy rating but 50% match. I kept digging.

One morning in a fit of pique

I found that some of the low enemy guys hadn’t answered those rape dealbreaker questions at all. OK, so maybe they don’t smoke so that is fine, but what about all the other dealbreakers?

Then I said something about my 99% match dude to a good friend of mine who happens to be the lead developer on some dating sites, who said he was not going to comment on the fact that I’m using his competitor and haven’t even signed up with his site. Oops. I ran off to the appropriate one of his sites and signed up. I also filed a bug because I’m like that. After completing registration and going through their questions, I realized that nothing in that site allowed me to weed out potential problem men.
I messaged my friend again and told him that unless there were sections that I hadn’t seen, I didn’t see a way to detect potential rapists in their system. “Rapists?” he said. “I don’t even know how we would detect that. We aren’t designed for that but I definitely see the value. Could you send me some examples of how you are weeding them out?”

I started a list. Then I realized that my list of problem dude dealbreaker questions was long. They needed organization.

She drowned her father in the creek

I divided them into four categories:
·       Rapist detection
Example: Someone you like is drunkenly flirting with you. You know that with a
sober mind this person would never engage in casual sex, but now it
seems that they're willing. What do you do?
o   Take advantage of the situation
o   Absolutely nothing
·       Domestic abuser and stalker detection
Example: Would you—for any reason—read your mate's email or pose as him/her
online, without his/her knowledge and permission?
o   Yes, they shouldn't be keeping secrets anyway.
o   I'd be too curious not to.
o   Only if I suspected them of something.
o   No, I'd trust them and that would be invasive.
·       Misogynist or other bigotry detection
Example: Would it bother you if a date made gender-biased remarks?
o   Yes.
o   No.
o   Only if they were inaccurate.
·       Bad ethics detection
Example: You have just been unfairly laid off from work. As you are leaving,
you have an opportunity to steal something of value, and nobody would
know. Would you take it?
o   yes
o   no
I compiled a list of some of the questions to show my dating site developer friend, organized by group, and sent them to him in an email. The list was not comprehensive, but the distribution came out to:
·         Rapist detection: 8
·         Domestic abuser and stalker detection: 13
·         Misogynist or other bigotry detection: 13
·         Bad ethics detection: 6
So when I’m looking for these questions in someone’s profile, I’m looking for questions from a non-comprehensive set of 40 questions. This is not a small set.

The water tasted bad for a week

Then I went back to the profiles of men with whom I had high matches and low enemy scores. Several guys that I had around 85% matches with had answered none of the questions that I’d identified as potential problems-- 0 out of 40. Guys, trying to scam the enemy percentages by avoiding questions that make women suspicious makes women suspicious. At least it raises the suspicions of the ones who also analyze data and have a tendency to reverse engineer business rules out of software.

One answered several questions with write-in answers that bother me, like “people are too PC and have no sense of humor.” (Translation: I make really offensive jokes and am not responsible when people dislike that.) He answered none of the questions from the first three groups, but he answered a few of the questions from the bad ethics group incorrectly, including write-in support for eugenics. He also wrote me a message claiming to be a feminist. I finally figured out where I recognized him from and planned to avoid that event.
Then I switched my profile to invisible profile viewing mode. *twitch*
I went through several other high match, low enemy profiles and found a similar trend. Many of the low enemy guys had answered less than three of those forty questions.

And we had to make due with gin

OKCupid rated seven men that I know as high matches. Strangely, the exboyfriend that I know uses OKCupid was not in my list and we’re alike in a lot of ways. We should have 0% enemy based on the aforementioned questions. Two men that are my acquaintances and Facebook friends ended up in my matches and gave me a like, so now I know which people in my Facebook feed want to date me. Seeing a third high match reminded me that at a party I had said to him “yeah, but I’m not your type anyway.” I didn’t understand at the time why he replied sadly, “actually, you’d be surprised what I like, I think.” Sorry, dude. Social malfunction. You seem nice. I don’t want to date you but you seem nice.

But a fourth match is one of the men that I keep as Facebook friends solely to keep an eye on them. This particular one at one point offered me a job that I was wholly unqualified for, but I knew that part of the reason that he wanted to hire me is that he wants to get in my pants. In addition to knowing that he likes me, I have reports from several women who do not know each other or know but do not like each other, that he knowingly crosses women’s sexual boundaries. I have heard from several women that when engaging in BDSM, he does not uphold women’s stated limits. That said, I also know of non-BDSM-context incidents, including getting a woman drunk and high after she turned him down, then trying to fool around with her. I also know that fourth match finds value in PUA techniques. Here’s where this gets scary:
Fourth match answered exactly 1 of the problem detecting questions from the first 2 groups, 1 from the third group, and I did not find any previously unidentified problem detecting questions in his list. The only question from the rapist set was:

No means NO!
·         Always. Period.
·         Mostly, occasionally it's really a Yes in disguise
·         A No is just a Yes that needs a little convincing!
·         Never, they all want me. They just don't know it.
He answered “Always. Period.” The other 3 options are what PUAs argue are appropriate responses to “women’s shittesting,” ie,  being uninterested. So in the case of the 1 person that I know disagrees with no always meaning no, he answered that 1 question in the correct way, then avoided all but 1 question in the first 3 groups. Apparently, gender bias is ok if it’s “true.” He did, however, answer a few questions from the previously identified ethics questions that denote poor enough ethics that makes all other answers unreliable. Score 1 for group 4!

With gin

I am selectively answering questions as well, omitting all sex questions and some other questions that I don’t want people to base their dating decisions on. I understand the motivation to skip some questions, but I don’t like what skipping those implies.

We had to make due with gin.

I went back to Mr. 99%’s profile. I went through his questions looking for the detection questions and every question that I’d identified plus new questions that I identified through his profile had a correct answer. For 1 question, he even wrote in that everything not a yes is a no, then celebrated enthusiastic consent. High five, dude. Where did I put those feminist cookies? I keep running out.

There was a chance that for some reason, he had gone to my profile and adjusted his profile to match mine, a highly unlikely but quite creepy scenario. I found additional questions for the list and he got those right too. But in looking through his profile, I found other questions that I thought were good for me to answer. The answers still matched; that couldn’t have been adjusted to match mine. I probably answered an additional 50 questions but the percentages never changed: 99% match, 0% enemy.
Verdict: So ethical that some would consider it a neurosis. I wonder if he refuses to walk against the light on empty streets because some engineer somewhere designed this light timing and he will not disrespect that engineer’s work. Shut up.
We have a date. I’m sure that’s better than gin, but it’s fairly cougartastic. Rickety tickety tin.

And no, I'm not giving you creepers the full list with answers. Blech.

Tl;dr: OKCupid is the only one using your OKCupid data against you. And you've yourselves to blame if it's too long; you should never have let me begin.

Tuesday, July 1, 2014

To Everyone Who Thinks That People Complaining About the Hobby Lobby Ruling are Wrong

If you don't understand why people are saying that the Hobby Lobby ruling is oppressive to women, perhaps you could ask why or, you know, Google it. Any opinion that you express on the subject will reach people whose lives have included circumstances that would have harmed them under this ruling, circumstances that would literally not exist in the absence of a uterus. As one of them, I should not be required to detail the precise, extremely personal information that makes my opinion more informed than the opinion of someone who can only imagine that there are circumstances under which this would be harmful or listen to people who state that there are circumstances under which this is harmful, but who fails to do both.

Stating that there are no problems with this ruling is extremely insulting and disrespectful:
  • to every person who has ever had a medical condition treated with the denied treatment
  • to every person who is unable to use some form of contraception for medical reasons
  • to every rape survivor with a uterus
  • to many domestic violence survivors
  • to every person poor enough to bother to work at Hobby Lobby
  • to any person who has a loved one in any of the previously listed groups
  • to any person who has merely listened to detailed reasons stated by people in any of the previously listed groups and felt compassion for them
  • to every person employed by the other 70 companies that had already filed similar cases with different coverage rules than Hobby Lobby
  • to every person who just realized that this ruling applies to them even though their employer is not part of any of these suits
  • and to every person who realizes that a "sincere belief" that a medical treatment does something does not change that science that says otherwise.

That's pretty large set of people. That you are unaware of any problems does not mean that people who say that there are problems are liars. Saying that they are liars just makes YOU an asshole. And when the people that you're calling liars includes sick people, rape victims, domestic violence victims, and people who have trouble paying for health care at all? That's a whole different level of asshole.

Don't be an asshole.