eHarmony

11 statements across 1 episodes · 2 bullish · 0 bearish · 1 people on the record · first statement Dec 5, 2013 by Vaclav Petricek · said 18 times in 2 episodes since 2013 · across every show →

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brought up most by Vaclav Petricek (9), Misha Sobolev (6), James Gutierrez (2), Matt Turck (1)

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Everything said about eHarmony, oldest first

Dec 5, 2013 positive
Assertion Supported
eHarmony accounted for a quarter of online dating marriages from 2005-2012
“So about a quarter of all the marriages from online dating had met on eHarmony.”
Vaclav Petricek Dec 5, 2013 ▶ 17:00 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Assertion Not checkable as stated
eHarmony has data on about 40 million registered users
“We have this data on about forty million users who have registered on eHarmony you know, since the beginning, and we know all these attributes about them”
Vaclav Petricek Dec 5, 2013 ▶ 10:17 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Disclosure
Petricek: eHarmony asks users about 150 questions to model personality
“We ask actually about 150 questions these days, which give us a very good snapshot of the personalities of people.”
Vaclav Petricek Dec 5, 2013 ▶ 2:12 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Disclosure
eHarmony relies on Vowpal Wabbit as its main machine learning tool
“Our workhorse is Wopal Wabbit, up there on the right, which came out of Yahoo Research.”
Vaclav Petricek Dec 5, 2013 ▶ 12:21 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013 neutral
Disclosure
Petricek: eHarmony has fewer than 10 people on machine learning
“Ah, so eHarmony has about 200 people in Santa Monica. We have a few offices around the world, and in terms of technology, we have about 50% tech, but still, like, a lot of people are building the site, infrastructure, and so on, so matching is about twenty-ish…”
Vaclav Petricek Dec 5, 2013 ▶ 20:03 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Disclosure
eHarmony only introduces couples predicted to be in upper quartile of satisfaction
“And we only introduce them if they fall into the upper quartile. If there is a very high probability that they will be in the upper quartile in terms of satisfaction.”
Vaclav Petricek Dec 5, 2013 ▶ 4:02 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Assertion Not checkable as stated
eHarmony data shows communication peaks when men are 4-8 inches taller
“The highest probability of communication between two people is when the height difference is between four to eight inches, when the male is four to eight inches taller.”
Vaclav Petricek Dec 5, 2013 ▶ 6:39 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Assertion Not checkable as stated
Petricek: Obstreperousness is predictive of long-term marital satisfaction
“One of these dimensions that's quite predictive is obstreperousness.”
Vaclav Petricek Dec 5, 2013 ▶ 2:32 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013
Assertion Not checkable as stated
eHarmony finds matching vegetarians yields the highest positive success lift
“For vegetarians, this is the biggest positive lift versus, like, a normal average match that we make.”
Vaclav Petricek Dec 5, 2013 ▶ 7:38 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013 positive
Assertion Contradicted
eHarmony couples had nearly half the divorce rate of offline couples
“The couples that met on eHarmony also had a low divorce rate, so nearly half of what the marriages that met actually offline.”
Vaclav Petricek Dec 5, 2013 ▶ 17:59 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
Dec 5, 2013 neutral
Disclosure
Petricek: eHarmony builds localized compatibility models for each country
“What we do is whenever we were rolling out in a new country, we first redo the compatibility model. So we take a new sample, a representative sample of marriages, and we have specific models for that locale in terms of compatibility. And then on the large-scal…”
Vaclav Petricek Dec 5, 2013 ▶ 21:24 Vaclav Petricek, eHarmony // Data Driven NYC 19 // October 2013
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