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We employ a Speed Dating experiment that allows us to directly observe individual decisions and thus infer whose preferences lead to racial segregation in romantic relationships.Females exhibit stronger racial preferences than males.As for their outstanding fines for traffic violations (more than m at the last count), these have so infuriated Michael Bloomberg, New York's mayor, that in 2002 he vowed to tow away illegally parked consular vehicles.Colin Powell, then secretary of state, had to step in to broker a compromise. In 2002 Chuck Schumer and Hillary Clinton, New York's senators, added an amendment to a foreign-aid bill that allowed the city to recoup unpaid parking tickets from foreign-aid disbursements to offending countries. Two economists have found a direct correlation between the number of people who park by the city's fire hydrants and in its loading bays, and the level of corruption in their home countries.I wrote this code to analyze a rich data set compiled by Columbia Business School professors Ray Fisman and Sheena Iyengar for their paper Gender Differences in Mate Selection: Evidence From a Speed Dating Experiment.My core intent was to predict when two speed dating participants will express interest in exchanging contact with one another, assuming that one had data on them from previous similar events.

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The methodology is largely implicit in the code, which is coherently organized, up to some minor changes that I still need to make.

I describe the contents of each folder below: data Processor aux Functions Contains the libraries and functions that I used repeatedly.

Machine learning In this context, random forest models are unusually nontransparent on account of their ability to infer the identities of the events' participants, and unless one includes the same participant in both the train and test sets, they perform very poorly.

The culture of their home country was imported to New York, and they acted accordingly. Their diplomats became increasingly comfortable with parking where they liked; as they spent more time in New York, their number of violations increased by 8-18%.

Overall, diplomats accumulated 150,000 unpaid parking tickets during the five years under review.

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However, The Fate Of The Furious actress seemed to be rather confused when Andy Cohen asked if anything is going on between her and Gabriel she said ‘No! ” because our kids go to the same school.’ Charlize herself, who has dated a number of celebs – including Stuart Townsend and Sean Penn – also told the presenter that she would rather not date anyone famous because it’s hard out in these streets.