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Speed Dating Experiment

What attributes influence the selection of a romantic partner? (annavictoria/speed-dating-experiment) [more]

What influences love at first sight? (Or, at least, love in the first four minutes?) This [dataset][1] was 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][2]. Data was gathered from participants in experimental speed dating events from 2002-2004. During the events, the attendees would have a four minute "first date" with every other participant of the opposite sex. At the end of their four minutes, participants were asked if they would like to see their date again. They were also asked to rate their date on six attributes: Attractiveness, Sincerity, Intelligence, Fun, Ambition, and Shared Interests. The dataset also includes questionnaire data gathered from participants at different points in the process. These fields include: demographics, dating habits, self-perception across key attributes, beliefs on what others find valuable in a mate, and lifestyle information. See the Speed Dating Data Key document below for details. For more analysis from Iyengar and Fisman, read [Racial Preferences in Dating][3]. Data Exploration Ideas ---------------------- - What are the least desirable attributes in a male partner? Does this differ for female partners? - How important do people think attractiveness is in potential mate selection vs. its real impact? - Are shared interests more important than a shared racial background? - Can people accurately predict their own perceived value in the dating market? - In terms of getting a second date, is it better to be someone's first speed date of the night or their last? [1]: http://www.stat.columbia.edu/~gelman/arm/examples/speed.dating/ [2]: http://faculty.chicagobooth.edu/emir.kamenica/documents/genderDifferences.pdf [3]: http://faculty.chicagobooth.edu/emir.kamenica/documents/racialpreferences.pdf

Data summary

File 'Speed Dating Data.csv'
- Table ‘Speed Dating Data’ consists of 8378 data rows along 195 dimensions: ‘iid’, ‘id’, ‘gender’, ‘idg’, ‘condtn’, ‘wave’, ‘round’, ‘position’, ‘positin1’, ‘order’ and 185 other dimensions

Size: 373.5 KB Source: Kaggle Last updated: 2022-01-28 14:11

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Dimension	Priority
For table Speed Dating Data* in lines 1–8379 of input file Speed Dating Data.csv…*
iid Integer Number
id Integer Number
gender True/False
idg Integer Number
condtn Integer Number
wave Integer Number
round Integer Number
position Integer Number
positin1 Integer Number
order Integer Number
partner Integer Number
pid Integer Number
match True/False
int_corr Floating-Point Number
samerace True/False
age_o Integer Number
race_o Integer Number
pf_o_att Floating-Point Number
pf_o_sin Floating-Point Number
pf_o_int Floating-Point Number
pf_o_fun Floating-Point Number
pf_o_amb Floating-Point Number
pf_o_sha Floating-Point Number
dec_o True/False
attr_o Floating-Point Number
sinc_o Floating-Point Number
intel_o Floating-Point Number
fun_o Floating-Point Number
amb_o Floating-Point Number
shar_o Floating-Point Number
like_o Floating-Point Number
prob_o Floating-Point Number
met_o Integer Number
age Integer Number
field String
field_cd Integer Number
undergra String
mn_sat Integer Number
tuition Integer Number
race Integer Number
imprace Integer Number
imprelig Integer Number
from String
zipcode Integer Number
income Integer Number
goal Integer Number
date Integer Number
go_out Integer Number
career String
career_c Integer Number
sports Integer Number
tvsports Integer Number
exercise Integer Number
dining Integer Number
museums Integer Number
art Integer Number
hiking Integer Number
gaming Integer Number
clubbing Integer Number
reading Integer Number
tv Integer Number
theater Integer Number
movies Integer Number
concerts Integer Number
music Integer Number
shopping Integer Number
yoga Integer Number
exphappy Integer Number
expnum Integer Number
attr1_1 Floating-Point Number
sinc1_1 Floating-Point Number
intel1_1 Floating-Point Number
fun1_1 Floating-Point Number
amb1_1 Floating-Point Number
shar1_1 Floating-Point Number
attr4_1 Integer Number
sinc4_1 Integer Number
intel4_1 Integer Number
fun4_1 Integer Number
amb4_1 Integer Number
shar4_1 Integer Number
attr2_1 Floating-Point Number
sinc2_1 Floating-Point Number
intel2_1 Floating-Point Number
fun2_1 Floating-Point Number
amb2_1 Floating-Point Number
shar2_1 Floating-Point Number
attr3_1 Integer Number
sinc3_1 Integer Number
fun3_1 Integer Number
intel3_1 Integer Number
amb3_1 Integer Number
attr5_1 Integer Number
sinc5_1 Integer Number
intel5_1 Integer Number
fun5_1 Integer Number
amb5_1 Integer Number
dec True/False
attr Floating-Point Number
sinc Floating-Point Number
intel Floating-Point Number
fun Floating-Point Number
amb Floating-Point Number
shar Floating-Point Number
like Floating-Point Number
prob Floating-Point Number
met Integer Number
match_es Floating-Point Number
attr1_s Floating-Point Number
sinc1_s Floating-Point Number
intel1_s Floating-Point Number
fun1_s Floating-Point Number
amb1_s Floating-Point Number
shar1_s Floating-Point Number
attr3_s Floating-Point Number
sinc3_s Floating-Point Number
intel3_s Floating-Point Number
fun3_s Integer Number
amb3_s Integer Number
satis_2 Integer Number
length Integer Number
numdat_2 Integer Number
attr7_2 Integer Number
sinc7_2 Integer Number
intel7_2 Integer Number
fun7_2 Integer Number
amb7_2 Integer Number
shar7_2 Integer Number
attr1_2 Floating-Point Number
sinc1_2 Floating-Point Number
intel1_2 Floating-Point Number
fun1_2 Floating-Point Number
amb1_2 Floating-Point Number
shar1_2 Floating-Point Number
attr4_2 Integer Number
sinc4_2 Integer Number
intel4_2 Integer Number
fun4_2 Integer Number
amb4_2 Integer Number
shar4_2 Integer Number
attr2_2 Floating-Point Number
sinc2_2 Floating-Point Number
intel2_2 Floating-Point Number
fun2_2 Floating-Point Number
amb2_2 Floating-Point Number
shar2_2 Floating-Point Number
attr3_2 Integer Number
sinc3_2 Integer Number
intel3_2 Integer Number
fun3_2 Integer Number
amb3_2 Integer Number
attr5_2 Integer Number
sinc5_2 Integer Number
intel5_2 Integer Number
fun5_2 Integer Number
amb5_2 Integer Number
you_call Integer Number
them_cal Integer Number
date_3 True/False
numdat_3 Integer Number
num_in_3 Integer Number
attr1_3 Floating-Point Number
sinc1_3 Floating-Point Number
intel1_3 Floating-Point Number
fun1_3 Floating-Point Number
amb1_3 Floating-Point Number
shar1_3 Floating-Point Number
attr7_3 Integer Number
sinc7_3 Integer Number
intel7_3 Integer Number
fun7_3 Integer Number
amb7_3 Integer Number
shar7_3 Integer Number
attr4_3 Integer Number
sinc4_3 Integer Number
intel4_3 Integer Number
fun4_3 Integer Number
amb4_3 Integer Number
shar4_3 Integer Number
attr2_3 Integer Number
sinc2_3 Integer Number
intel2_3 Integer Number
fun2_3 Integer Number
amb2_3 Integer Number
shar2_3 Integer Number
attr3_3 Integer Number
sinc3_3 Integer Number
intel3_3 Integer Number
fun3_3 Integer Number
amb3_3 Integer Number
attr5_3 Integer Number
sinc5_3 Integer Number
intel5_3 Integer Number
fun5_3 Integer Number
amb5_3 Integer Number

Dimension	Annotations
For table Speed Dating Data* in lines 1–8379 of input file Speed Dating Data.csv…*
iid Integer Number	ID
id Integer Number	ID
gender True/False	Demographic Variable
idg Integer Number	ID
condtn Integer Number
wave Integer Number
round Integer Number
position Integer Number	ID
positin1 Integer Number
order Integer Number
partner Integer Number
pid Integer Number	ID
match True/False
int_corr Floating-Point Number
samerace True/False
age_o Integer Number
race_o Integer Number
pf_o_att Floating-Point Number
pf_o_sin Floating-Point Number
pf_o_int Floating-Point Number
pf_o_fun Floating-Point Number
pf_o_amb Floating-Point Number
pf_o_sha Floating-Point Number
dec_o True/False
attr_o Floating-Point Number
sinc_o Floating-Point Number
intel_o Floating-Point Number
fun_o Floating-Point Number
amb_o Floating-Point Number
shar_o Floating-Point Number
like_o Floating-Point Number
prob_o Floating-Point Number
met_o Integer Number
age Integer Number	Demographic Variable
field String
field_cd Integer Number	ID
undergra String
mn_sat Integer Number
tuition Integer Number
race Integer Number
imprace Integer Number
imprelig Integer Number
from String
zipcode Integer Number
income Integer Number
goal Integer Number
date Integer Number	Categorical
go_out Integer Number
career String
career_c Integer Number
sports Integer Number
tvsports Integer Number
exercise Integer Number
dining Integer Number
museums Integer Number
art Integer Number
hiking Integer Number
gaming Integer Number
clubbing Integer Number
reading Integer Number
tv Integer Number
theater Integer Number
movies Integer Number
concerts Integer Number
music Integer Number
shopping Integer Number
yoga Integer Number
exphappy Integer Number
expnum Integer Number
attr1_1 Floating-Point Number
sinc1_1 Floating-Point Number
intel1_1 Floating-Point Number
fun1_1 Floating-Point Number
amb1_1 Floating-Point Number
shar1_1 Floating-Point Number
attr4_1 Integer Number
sinc4_1 Integer Number
intel4_1 Integer Number
fun4_1 Integer Number
amb4_1 Integer Number
shar4_1 Integer Number
attr2_1 Floating-Point Number
sinc2_1 Floating-Point Number
intel2_1 Floating-Point Number
fun2_1 Floating-Point Number
amb2_1 Floating-Point Number
shar2_1 Floating-Point Number
attr3_1 Integer Number
sinc3_1 Integer Number
fun3_1 Integer Number
intel3_1 Integer Number
amb3_1 Integer Number
attr5_1 Integer Number
sinc5_1 Integer Number
intel5_1 Integer Number
fun5_1 Integer Number
amb5_1 Integer Number
dec True/False
attr Floating-Point Number
sinc Floating-Point Number
intel Floating-Point Number
fun Floating-Point Number
amb Floating-Point Number
shar Floating-Point Number
like Floating-Point Number
prob Floating-Point Number
met Integer Number
match_es Floating-Point Number
attr1_s Floating-Point Number
sinc1_s Floating-Point Number
intel1_s Floating-Point Number
fun1_s Floating-Point Number
amb1_s Floating-Point Number
shar1_s Floating-Point Number
attr3_s Floating-Point Number
sinc3_s Floating-Point Number
intel3_s Floating-Point Number
fun3_s Integer Number
amb3_s Integer Number
satis_2 Integer Number
length Integer Number
numdat_2 Integer Number
attr7_2 Integer Number
sinc7_2 Integer Number
intel7_2 Integer Number
fun7_2 Integer Number
amb7_2 Integer Number
shar7_2 Integer Number
attr1_2 Floating-Point Number
sinc1_2 Floating-Point Number
intel1_2 Floating-Point Number
fun1_2 Floating-Point Number
amb1_2 Floating-Point Number
shar1_2 Floating-Point Number
attr4_2 Integer Number
sinc4_2 Integer Number
intel4_2 Integer Number
fun4_2 Integer Number
amb4_2 Integer Number
shar4_2 Integer Number
attr2_2 Floating-Point Number
sinc2_2 Floating-Point Number
intel2_2 Floating-Point Number
fun2_2 Floating-Point Number
amb2_2 Floating-Point Number
shar2_2 Floating-Point Number
attr3_2 Integer Number
sinc3_2 Integer Number
intel3_2 Integer Number
fun3_2 Integer Number
amb3_2 Integer Number
attr5_2 Integer Number
sinc5_2 Integer Number
intel5_2 Integer Number
fun5_2 Integer Number
amb5_2 Integer Number
you_call Integer Number
them_cal Integer Number
date_3 True/False
numdat_3 Integer Number
num_in_3 Integer Number
attr1_3 Floating-Point Number
sinc1_3 Floating-Point Number
intel1_3 Floating-Point Number
fun1_3 Floating-Point Number
amb1_3 Floating-Point Number
shar1_3 Floating-Point Number
attr7_3 Integer Number
sinc7_3 Integer Number
intel7_3 Integer Number
fun7_3 Integer Number
amb7_3 Integer Number
shar7_3 Integer Number
attr4_3 Integer Number
sinc4_3 Integer Number
intel4_3 Integer Number
fun4_3 Integer Number
amb4_3 Integer Number
shar4_3 Integer Number
attr2_3 Integer Number
sinc2_3 Integer Number
intel2_3 Integer Number
fun2_3 Integer Number
amb2_3 Integer Number
shar2_3 Integer Number
attr3_3 Integer Number
sinc3_3 Integer Number
intel3_3 Integer Number
fun3_3 Integer Number
amb3_3 Integer Number
attr5_3 Integer Number
sinc5_3 Integer Number
intel5_3 Integer Number
fun5_3 Integer Number
amb5_3 Integer Number

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Speed Dating Experiment

Data summary

File 'Speed Dating Data.csv'