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===<span style="font-family:'Linux Libertine, Georgia, Times, serif'; font-size:24px; font-weight: normal;">Women reply most online to white men and least to Indian men</span>===
===<span style="font-family:'Linux Libertine, Georgia, Times, serif'; font-size:24px; font-weight: normal;">Women reply most online to white men and least to Indian men</span>===
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Data published by OK Cupid shows women overall have the highest probability of replying to white men and the lowest probability of replying to Indian men. Similarly to the plight of Southeast Asian men, Indian women were actually least likely to reply to an Indian men of any race of women, showing all races of women are eager to discriminate against Indian men in dating, including especially women of the same race.
Data published by OkCupid shows women overall have the highest probability of replying to white men and the lowest probability of replying to Indian men. Similarly to the plight of Southeast Asian men, Indian women were actually least likely to reply to an Indian men of any race of women, showing all races of women are eager to discriminate against Indian men in dating, including especially women of the same race.


The poor performance of Indian American men occurs despite the fact that (contrary to popular modern negative cultural stereotypes of Indian Americans) Indian Americans are the highest educated class in America and 40.6% of Indian Americans over 25 have graduate or professional degrees. Indian Americans are also the highest earning class in America, earning 1.78x the average income. Indian Americans are also among the most likely to have liberal views in America, with 65% liberal and 18% conservative (Pew 2014). If these were things that truly mattered most to women, one might expect better performance for Indian men in online dating.
The poor performance of Indian American men occurs despite the fact that (contrary to popular modern negative cultural stereotypes of Indian Americans) Indian Americans are the highest educated class in America and 40.6% of Indian Americans over 25 have graduate or professional degrees. Indian Americans are also the highest earning class in America, earning 1.78x the average income. Indian Americans are also among the most likely to have liberal views in America, with 65% liberal and 18% conservative (Pew 2014). If these were things that truly mattered most to women, one might expect better performance for Indian men in online dating.
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<span style="font-size:125%">'''Figures:'''</span>
<span style="font-size:125%">'''Figures:'''</span>
[[File:Reply odds by male race.PNG|500px|none|thumb|Women's reply rates on OK Cupid based on male race]]
[[File:Reply odds by male race.PNG|500px|none|thumb|Women's reply rates on OkCupid based on male race]]


<span style="font-size:125%">'''Quotes:'''</span>
<span style="font-size:125%">'''Quotes:'''</span>
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OK Cupid analyzed racial dating data from 2009 and 2014 to evaluate if racism in dating is changing. They found that although people reported they are more open to dating people of other races over that time frame, racially motivated behaviors actually intensified.
OkCupid analyzed racial dating data from 2009 and 2014 to evaluate if racism in dating is changing. They found that although people reported they are more open to dating people of other races over that time frame, racially motivated behaviors actually intensified.


Thus while it seems apparent people are becoming more interested in portraying themselves as less racially motivated, this is not manifesting in any changes to their actual dating behavior. If anything, their underlying racism has intensified.
Thus while it seems apparent people are becoming more interested in portraying themselves as less racially motivated, this is not manifesting in any changes to their actual dating behavior. If anything, their underlying racism has intensified.
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When dating site OK Cupid first began, they allowed users to rate prospective partners independently on both personality and looks. Over time, they saw the futility of this approach, as it became apparent that users did not distinguish between personality and looks. In their blog, they cite an example of a "hot" model with no profile filled out, that still scored top points for both looks and personality (even though no one could possibly know anything about the model's personality from an empty profile).
When dating site OkCupid first began, they allowed users to rate prospective partners independently on both personality and looks. Over time, they saw the futility of this approach, as it became apparent that users did not distinguish between personality and looks. In their blog, they cite an example of a "hot" model with no profile filled out, that still scored top points for both looks and personality (even though no one could possibly know anything about the model's personality from an empty profile).


In the end OK Cupid disabled the feature, and now only allows one global rating to be given. They published their data from when looks and personality were rated individually so others can see how online dating users consider these two factors essentially the same thing.
In the end OkCupid disabled the feature, and now only allows one global rating to be given. They published their data from when looks and personality were rated individually so others can see how online dating users consider these two factors essentially the same thing.
   
   
<span style="font-size:125%">'''Figures:'''</span>
<span style="font-size:125%">'''Figures:'''</span>


[[File:OK Cupid Looks Personality.png|300px|thumb|none|OK Cupid's data showing personality ratings vs. looks ratings of profiles which demonstrate almost perfect 1:1 correlation]]
[[File:OK Cupid Looks Personality.png|300px|thumb|none|OkCupid's data showing personality ratings vs. looks ratings of profiles which demonstrate almost perfect 1:1 correlation]]


<span style="font-size:125%">'''Quotes:'''</span>
<span style="font-size:125%">'''Quotes:'''</span>
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<span style="font-size:125%">'''References:'''</span>
<span style="font-size:125%">'''References:'''</span>
* Rudder C. 2014. ''We Experiment On Human Beings!'' OKTrends: Dating Research from OK Cupid. [[https://www.gwern.net/docs/psychology/okcupid/weexperimentonhumanbeings.html Web]]
* Rudder C. 2014. ''We Experiment On Human Beings!'' OkTrends: Dating Research from OkCupid. [[https://www.gwern.net/docs/psychology/okcupid/weexperimentonhumanbeings.html Web]]


===<span style="font-family:'Linux Libertine, Georgia, Times, serif'; font-size:24px; font-weight: normal;">A man's personality only matters to a woman if he meets her basic looks cutoff first</span>===
===<span style="font-family:'Linux Libertine, Georgia, Times, serif'; font-size:24px; font-weight: normal;">A man's personality only matters to a woman if he meets her basic looks cutoff first</span>===
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Data from OK Cupid was analyzed by a founder of OK Cupid to evaluate how men's and women's age preferences do or don't change over time. They found that throughout men's lives, men most prefer women who are 20-23. 20 was the lowest data point allowed in this study, and thus it is possible men's ideal preference may in fact be even lower.
Data from OkCupid was analyzed by a founder of OkCupid to evaluate how men's and women's age preferences do or don't change over time. They found that throughout men's lives, men most prefer women who are 20-23. 20 was the lowest data point allowed in this study, and thus it is possible men's ideal preference may in fact be even lower.


By contrast, women prefer men who are within a few years of their own age, and as they get older, they prefer men who more closely match their age. Only after 31 do they prefer men who are younger, and then only by a few years.
By contrast, women prefer men who are within a few years of their own age, and as they get older, they prefer men who more closely match their age. Only after 31 do they prefer men who are younger, and then only by a few years.
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