OKCupid Admits To Manipulating User Data, And It’s Not Alone

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May 13, All of the personal information you haphazardly upload to social media and dating sites is a treasure to someone, whether it’s advertisers, police or programmers. But would you be fine with someone using all that data for the purpose of advancing scientific research? Actual photos themselves, as well as the body text of the profiles, were not collected, though that information could easily be found using an OkCupid account once a target profile was identified. Hacks and exposures of giant databases of personal information have become frequent in recent years — with high profile incidents like the Ashley Madison hack or Anonymous’ KKK dox — so some were outraged when they heard about the OkCupid database: But Weingart’s warning about our ability to unearth personal information was true about OkCupid even before this leak. The OkCupid database was collected with a scraper , a program that automatically runs through a website to collect all of the data — the algorithmic equivalent of going through the semi-public profiles one by one and jotting down the info.

Dating site OkCupid removes decade-old workaround for its paid version

Journal of Statistics Education Volume 23, Number 2 www. Kim and Adriana Escobedo-Land, all rights reserved. The data set includes typical user information, lifestyle variables, and text responses to 10 essay questions. We present four example analyses suitable for use in undergraduate introductory probability and statistics and data science courses that use R.

A collection of OkCupid profile examples for men plus tips on how to answer the different OkCupid profile questions. Dating Data Study: The Ultimate Guide to Food and Dating. The 14 Dating Statistics All Singles Need to Know. When It Comes to Online Dating, Nice Guys Finish First.

With this, she got access to every piece of information those profiles had, including age, sex, physical traits, and some 5 million photos. Stay updated with the latest happenings. Notify Me Authenticity Are all these profiles real? USDate, on its part, claims that the profiles are genuine and “belong to real people actively dating today and looking for partners. In the purchased batch, they were able to match some profiles with the ones active on Plenty of Fish – owned by Match group.

Access motive But, how these brokers get access to these profiles?

Researchers Caused an Uproar By Publishing Data From 70,000 OkCupid Users

Among other things, TheSpark. SparkMatch debuted as a beta experiment of allowing registered users who had taken the Match Test to search for and contact each other based on their Match Test types. The popularity of SparkMatch took off and it was launched as its own site, later renamed OkCupid. Since August , an “A-list” account option is available to users of OkCupid and provides additional services for a monthly fee. Users were asked instead to consider other browsers.

We present a data set consisting of user profile data for 59, San Francisco OkCupid users (a free online dating website) from June The data set includes typical user information, lifestyle variables, and text responses to 10 essay questions.

Email Article OKCupid is a popular online dating site, and the creators also run a blog called OKTrends in which they describe patterns of their consumers’ behavior with a whole lot of number crunching. The question is, how accurate are these types of findings in light of scientific research on attraction and dating, and how consistent are they with behavior in the general population?

However, if we look at what OKTrends reports, some of it fits with research about attraction and dating in the general population. For example, on ” T he Big Lies People Tell in Online Dating,” they report that men on their site inflate their income slightly more than women do. This is consistent with evolutionary psychology and Sexual Strategies Theory. Indeed this pays off, since men on OKCupid who advertise making more money receive more messages.

Black People And Asian Men Have A Much Harder Time Dating On OKCupid

Matchmaker, matchmaker, make me an online match! The book was inspired by his blog OkTrends , where he mines OkCupid data to reveal often strange information about dating and sex. In one particularly controversial experiment, OkCupid told some pairs of users they were more compatible than their own algorithm actually indicated was the case. Rudder will be at Word bookstore in Greenpoint on Sept.

Dating site OkCupid is under fire after one of its co-founders freely admitted to conducting a number of social experiments on users, including altering match results to test reactions.

I was initially writing this text as part of the next article but it became so lengthy that I decided to make it a separate post. All the data presented in this article are based on user behaviours and responses to questionnaires on OkCupid, a popular but not the most popular dating site in the US. So, before reading this, please keep in mind that the majority of the users of OkCupid are US based. They analysed the message reply rate based on gender and race.

The results they came out with were very interesting to say the least. How Race Affects Men in On-line Dating The chart below shows how likely you will be to get replies from girls based on race. White males get replies from 1 in 3. They are the most popular group. They are particularly popular with Indian, Asian, Latin and white women. Indian males get replies from only 1 in 4. They are the least popular group.

Amazing Databases: OKCupid’s OKTrends

June 13th, by Will Simonds More than 7 million OkCupid users trust the site with their most intimate details in exchange for potential dates. You lay your heart on the table or more accurately, in your profile ; your disclosures nab you a romance. But to connect with other members, you also have to share with OkCupid. And the site, which was purchased in by corporate giant Match.

Earlier this month, two Danish students dumped data on 70, OkCupid users, including sexual preferences, turn-ons, and gh the information was already available on the dating .

Enforce or exercise our rights, for example our Terms To process your information as described above, we rely on the following legal bases: Provide our service to you: Most of the time, the reason we process your information is to perform the contract that you have with us. For instance, as you go about using our service to build meaningful connections, we use your information to maintain your account and your profile, to make it viewable to other users and recommend other users to you.

We may use your information where we have legitimate interests to do so. For instance, we analyze users’ behavior on our services to continuously improve our offerings, we suggest offers we think might interest you, and we process information for administrative, fraud detection and other legal purposes. From time to time, we may ask for your consent to use your information for certain specific reasons.

You may withdraw your consent at any time by contacting us at the address provided at the end of this Privacy Policy. We also share some users’ information with service providers and partners who assist us in operating the services, with other Match Group companies and, in some cases, legal authorities. Read on for more details about how your information is shared with others. You share information with other users when you voluntarily disclose information on the service including your public profile.

Please be careful with your information and make sure that the content you share is stuff that you’re comfortable being publicly viewable since neither you nor we can control what others do with your information once you share it. If you choose to limit the audience for all or part of your profile or for certain content or information about you, then it will be visible according to your settings.

Inside OkCupid: The Math Behind Online Dating

But millennials are flipping the script when it comes to dating etiquette, often sharing their political values with a potential mate before the first date even happens. These five stats prove just how much your political choices affect your romantic options: Once a dating dealbreaker, talking politics is now a turn on. According to OkCupid’s research, there has been a 64 percent increase in political terms appearing in dater profiles over the past year. Millennials’ political values inform their dating preferences.

Based on data from , OkCupid calculated which emoji spark the most replies, and inexplicably, the number-one icebreaker is the “face with cold sweat,” also known as the “sad sweat face emoji.

We all know that more attractive people get more attention online, just as they typically do offline. The Men Starting with the men, take a good look at this graph, borrowed from the original OkCupid article: Men send most of their messages to the most attractive women. The Women When we look at the graph for women also borrowed from the original OkCupid article , we see a whole different pattern: What does this chart tell us?

Men are more generous in their attractiveness ratings, but far less generous in who they actually email Women are far less generous in their attractiveness ratings, but more generous in who they actually email Moreover:

Privacy online: OKCupid study raises new questions about ‘public’ data

Love, Sex and Predictive Analytics: A lot of innovation is taking place around real-time, geo-location based matching services. How to model and predict human attraction? But when it comes to matching people based on their potential love and mutual attraction, however, analytics get significantly more complex when you are attempting to predict mutual match… the person A is a potential match for person B…. So excluding certain variables or taking a multi-dimensional scoring approach with different weights would be appropriate.

Love and hookup are exploding with numerous companies that are attempting better matchmaking than Match.

Your data, to them, is already fairly public on OKCupid’s site. They aren’t publishing anything that a normal OKCupid user wouldn’t be able to find themselves, theoretically.

At the same time, the big data that increasingly fuels economic decision-making has emerged as a rich terrain for engaging in academic research and experimentation: These big data research activities yielded novel results, while also generating considerable controversy. This controversy recently caught up with a group of Danish researchers who, led by Aarhus University graduate student Emil O.

When asked whether the researchers attempted to anonymize the dataset, Kirkegaard replied bluntly: Data is already public. Some may object to the ethics of gathering and releasing this data. However, all the data found in the dataset are or were already publicly available, so releasing this dataset merely presents it in a more useful form. You can read it here:

In Online Dating, Everyone’s a Little Bit Racist


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