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Author: akozlo

survey_data/survey_means_unweighted.csv

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+"","survey_gender","survey_class","survey_race"
+"basketball",72.0448877805486,38.2244389027431,80.4763092269327
+"baseball",76.8329177057357,45.643391521197,39.6783042394015
+"boxing",86.4912718204489,34.4937655860349,64.8079800498753
+"softball",32.3940149625935,45.2294264339152,28.1346633416459
+"volleyball",33.4887780548628,53.6633416458853,26.3366583541147
+"tennis",44.1770573566085,75.927680798005,25.3815461346633
+"golf",62.9476309226933,83.6783042394015,20.9576059850374
+"hockey",83.7306733167082,41.8453865336658,18.5486284289277
+"soccer",62.9750623441397,44.6284289276808,36.8902743142145
+"hairdresser",21.0872817955112,25.6483790523691,50.1097256857855
+"lawyer",62.3092269326683,83.1047381546135,34.426433915212
+"doctor",61.2069825436409,85.8453865336658,35.8703241895262
+"plumber",81.5536159600997,22.571072319202,41.4688279301746
+"scientist",60.8753117206983,74.4039900249377,33.0274314214464
+"engineer",69.3266832917706,73.3017456359102,33.4563591022444
+"banker",60.0773067331671,74.0872817955112,32.1122194513716
+"nanny",17.0997506234414,27.1371571072319,42.1221945137157
+"carpenter",80.5885286783042,26.8029925187032,42.284289276808
+"journalist",48.640897755611,55.4912718204489,38.857855361596
+"nurse",26.359102244389,46.5660847880299,44.1695760598504
+"jazz",56.6857855361596,62.8428927680798,63.211970074813
+"bluegrass",60.1072319201995,32.715710723192,28.9800498753117
+"punk",68.8703241895262,28.2094763092269,25.5137157107232
+"hiphop",69.9526184538653,27.5610972568579,81.8478802992519
+"rap",76.2668329177057,23.5236907730673,84.3316708229426
+"opera",31.8653366583541,84.9625935162095,18.5835411471322
+"techno",56.214463840399,41.5511221945137,31.4039900249377
+"hamburger",67.4139650872818,31.284289276808,48.9002493765586
+"cheesecake",37.0523690773067,58.3640897755611,38.8154613466334
+"salad",30.5985037406484,58.5236907730673,36.8678304239401
+"steak",74.8029925187032,63.7231920199501,43.3790523690773
+"wine",33.9426433915212,74.2344139650873,31.9476309226933
+"beer",76.0099750623441,29.2044887780549,45.5635910224439
+"pastry",35.2394014962594,58.9900249376559,38.5112219451372
+"motorcycle",77.6758104738155,40.359102244389,37.0548628428928
+"minivan",32.4937655860349,36.7655860349127,38.2069825436409
+"skateboard",71.2668329177057,28.9750623441397,35.0149625935162
+"SUV",56.9152119700748,56.0847880299252,44.0274314214464
+"truck",78.498753117207,33.6034912718205,40.0623441396509
+"bicycle",52.0947630922693,36.0872817955112,43.9501246882793
+"limousine",53.8802992518703,86.6558603491272,33.14463840399
+"blouse",14.0997506234414,55.4588528678304,44.5610972568579
+"pants",61.214463840399,48.1197007481297,49.9451371571072
+"necklace",22.2319201995012,61.3790523690773,46.7356608478803
+"tuxedo",86.7905236907731,84.3890274314214,38.0249376558603
+"briefcase",71.2967581047382,72.9077306733167,38.2693266832918
+"shirt",55.9177057356608,46.9201995012469,49.788029925187
+"dress",10.7281795511222,57.7481296758105,45.4239401496259
+"suit",78.139650872818,74.7007481296758,40.7955112219451
+"socks",53.5162094763092,47.5386533665835,49.3740648379052
+"shorts",51.3765586034913,41.3915211970075,49.0124688279302
+"Jake",87.5386533665835,49.925187032419,25.2443890274314
+"Shanice",14.9201995012469,34.1571072319202,82.3815461346633
+"Aaliyah",15.5361596009975,40.571072319202,79.5211970074813
+"Connor",83.2518703241895,59.6882793017456,20.71072319202
+"Jamal",87.3192019950125,33.1795511221945,85.9850374064838
+"Molly",11.5860349127182,52.1670822942643,22.3416458852868
+"Tyrone",89.2942643391521,33.0149625935162,86.0274314214464
+"Amy",11.5236907730673,53.0548628428928,23.3765586034913

survey_data/survey_means_weighted.csv

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+,gender_mean,class_mean,race_mean
+basketball,72.49233,37.48029,81.05358
+baseball,77.60552,46.90747,38.39533
+boxing,86.39916,36.92365,64.95531
+softball,32.61073,45.31939,26.8206
+volleyball,31.83629,54.05517,25.8108
+tennis,42.65294,75.34252,25.93527
+golf,64.9276,82.92412,21.00702
+hockey,84.42197,40.18831,18.71368
+soccer,64.12531,44.74304,35.9177
+hairdresser,20.6902,25.58188,50.86118
+lawyer,61.77906,83.59479,35.66758
+doctor,60.06721,86.58565,37.82003
+plumber,80.25067,22.84663,39.27434
+scientist,61.87003,75.96935,32.74435
+engineer,69.79498,73.64344,32.92745
+banker,59.9074,72.64936,32.65704
+nanny,17.65112,26.94414,41.04066
+carpenter,80.9367,27.46218,42.08532
+journalist,47.79544,54.5116,39.90278
+nurse,26.29599,45.08054,43.68505
+jazz,57.35235,62.31129,64.47241
+bluegrass,59.70648,33.35516,27.6354
+punk,68.8997,28.03863,25.61954
+hiphop,70.36341,27.69916,80.38662
+rap,77.08481,23.63341,84.40913
+opera,30.27255,84.88982,18.43137
+techno,55.59327,41.66504,31.80039
+hamburger,67.21136,30.87822,49.86356
+cheesecake,37.24012,57.44231,40.98562
+salad,29.50207,57.14181,37.81654
+steak,74.79743,65.7538,44.73505
+wine,32.28771,72.63448,32.88507
+beer,76.73858,29.18468,45.83547
+pastry,34.25504,57.02082,38.23769
+motorcycle,78.09129,40.7948,35.71057
+minivan,31.53552,34.76901,36.71924
+skateboard,71.73591,27.84433,33.28712
+suv,56.46473,55.58908,43.94845
+truck,78.91742,34.28461,40.08299
+bicycle,53.6302,34.8723,44.11113
+limousine,54.79961,87.28196,33.15888
+blouse,13.86655,54.48048,44.10218
+pants,61.52048,47.87089,49.03491
+necklace,22.3849,60.73257,45.81803
+tuxedo,87.36133,84.54303,38.43134
+briefcase,71.59772,73.14077,38.03526
+shirt,55.09586,46.58241,48.94017
+dress,10.09335,57.52888,44.54394
+suit,78.95429,74.72621,40.26133
+socks,53.1593,46.93888,48.06988
+shorts,50.21759,40.7444,48.08671
+Jake,88.12366,51.34486,24.33859
+Shanice,14.569,35.08187,82.21732
+Aaliyah,15.66787,40.41475,78.23722
+Connor,83.58592,59.13945,20.59342
+Jamal,87.80617,33.63767,86.35431
+Molly,11.40538,52.93874,20.65734
+Tyrone,89.98954,33.37189,86.50137
+Amy,11.52517,54.33826,22.09146

survey_data/survey_standard_errors_weighted.csv

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+,gender_se,class_se,race_se
+basketball,1.293867,1.159264,0.8553299
+baseball,1.082011,1.685607,1.124619
+boxing,0.9145117,1.891672,1.323796
+softball,1.735328,1.610595,1.023695
+volleyball,1.136189,0.9689276,1.106939
+tennis,1.021738,0.9514282,1.430841
+golf,1.108239,1.189398,1.072324
+hockey,0.9323494,1.245276,1.201703
+soccer,1.278796,1.980936,1.509651
+hairdresser,1.05563,0.9420383,1.161763
+lawyer,1.004389,0.9358272,1.054412
+doctor,1.134285,0.7755137,1.719941
+plumber,1.188415,1.090353,1.074723
+scientist,0.8105719,0.8723661,0.9871276
+engineer,0.843248,1.120465,1.078623
+banker,1.285277,1.723813,1.472126
+nanny,1.147332,1.333859,1.866109
+carpenter,0.9249455,1.350936,1.058526
+journalist,0.8606767,1.091528,0.8708502
+nurse,1.063177,1.29042,0.9321451
+jazz,1.099672,1.835415,1.054202
+bluegrass,0.8527585,1.898293,1.420024
+punk,1.006995,1.34121,1.401008
+hiphop,0.9669906,1.049029,1.862318
+rap,0.9328728,0.9995601,1.011889
+opera,0.9680865,0.9216341,1.088122
+techno,0.9244552,1.549665,1.205955
+hamburger,1.09965,0.9500684,1.047319
+cheesecake,1.342707,1.865131,1.149285
+salad,0.9247673,1.075781,0.9190993
+steak,0.9056177,0.905856,1.049454
+wine,0.9222234,0.9526348,1.148629
+beer,0.9532244,1.346391,0.8263825
+pastry,0.938991,1.181297,1.082205
+motorcycle,0.9563616,0.9451993,1.035451
+minivan,1.093047,1.119604,1.051681
+skateboard,1.287962,1.027619,1.051262
+suv,1.831846,0.9349235,1.816449
+truck,0.9818832,1.04166,1.925063
+bicycle,1.16727,1.080319,1.78655
+limousine,1.265974,0.8443094,1.11142
+blouse,1.076209,0.7807322,1.219643
+pants,1.273713,0.8240287,1.023458
+necklace,1.104013,0.7678121,1.192926
+tuxedo,0.8821287,0.9338478,1.383733
+briefcase,1.090977,0.8954868,1.35626
+shirt,0.6331058,0.696698,1.138169
+dress,0.8808759,0.848091,1.154602
+suit,1.011131,0.9384057,1.283769
+socks,0.5661482,1.182152,1.039768
+shorts,0.9488151,1.012709,1.185894
+Jake,0.9110089,1.147779,1.303657
+Shanice,1.072162,1.233151,1.228984
+Aaliyah,1.154786,1.197977,1.511355
+Connor,1.055872,1.187545,1.164659
+Jamal,0.9235424,1.202036,0.924698
+Molly,0.9719612,1.083338,1.019008
+Tyrone,0.8069182,1.248409,0.8722595
+Amy,1.060039,1.138878,1.165433

survey_data/variance_unweighted.csv

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+"","survey_gender","survey_class","survey_race"
+"basketball",263.582980049875,395.529501246883,256.14006234414
+"baseball",274.059513715711,368.100012468828,363.798753117207
+"boxing",244.565548628429,497.900586034913,279.145536159601
+"softball",467.329364089776,387.7322319202,350.216820448878
+"volleyball",337.610498753117,309.258877805486,355.933877805486
+"tennis",249.706072319202,244.647256857855,376.261558603491
+"golf",283.584750623441,213.553753117207,406.510698254364
+"hockey",254.667281795511,477.196034912718,394.98825436409
+"soccer",258.559376558604,425.864089775561,328.332930174564
+"hairdresser",352.009862842893,311.78855361596,246.837930174564
+"lawyer",229.199139650873,220.174002493766,371.110199501247
+"doctor",223.469551122195,196.811034912718,343.468142144638
+"plumber",264.377743142145,352.555561097257,324.759650872818
+"scientist",224.289413965087,258.5313840399,343.38674563591
+"engineer",273.660511221945,275.106221945137,347.298715710723
+"banker",312.38150872818,372.719862842893,397.174875311721
+"nanny",307.220024937656,472.193640897756,364.73753117207
+"carpenter",262.677768079801,417.338591022444,307.85897755611
+"journalist",195.14572319202,270.195548628429,261.947244389027
+"nurse",344.15072319202,323.586246882793,219.351172069825
+"jazz",240.49102244389,392.497755610973,395.417456359102
+"bluegrass",243.080972568579,465.92897755611,692.784600997506
+"punk",284.448142144638,343.871009975062,412.060436408978
+"hiphop",286.990249376559,381.836882793017,279.784301745636
+"rap",265.556122194514,356.77006234414,275.497219451372
+"opera",375.651820448878,240.981097256858,400.028628428928
+"techno",270.413890274314,346.168004987531,424.3413840399
+"hamburger",270.603204488778,305.71897755611,177.050024937656
+"cheesecake",311.519750623441,269.84710723192,278.175860349127
+"salad",313.880897755611,239.91506234414,288.909987531172
+"steak",283.558591022444,341.665685785536,246.395960099751
+"wine",347.339201995012,278.719912718205,308.909750623441
+"beer",288.914900249377,347.503079800499,237.231571072319
+"pastry",336.947543640898,322.284900249377,311.255498753117
+"motorcycle",257.30963840399,306.32572319202,313.486982543641
+"minivan",376.540586034913,382.659912718205,319.244551122195
+"skateboard",239.751122194514,318.014376558603,395.579775561097
+"SUV",387.557793017456,310.572793017456,313.21674563591
+"truck",272.115623441397,369.209887780549,350.883603491272
+"bicycle",195.060997506234,362.534862842893,292.402506234414
+"limousine",266.255635910224,257.466271820449,391.184027431421
+"blouse",307.385024937656,236.158927680798,182.666882793017
+"pants",254.003890274314,149.605635910224,71.9669825436409
+"necklace",390.408578553616,220.425960099751,181.824950124688
+"tuxedo",252.571009975062,249.668279301746,336.339376558603
+"briefcase",334.58421446384,257.988965087282,307.507281795511
+"shirt",178.530710723192,154.6836159601,74.6524563591022
+"dress",280.658428927681,217.998902743142,150.954825436409
+"suit",310.765448877806,262.285224438903,270.488079800499
+"socks",113.28536159601,139.254127182045,64.2047256857855
+"shorts",201.690349127182,226.068827930175,144.347344139651
+"Jake",291.799127182045,299.949389027431,448.985124688279
+"Shanice",329.1936159601,405.147755610973,381.851558603491
+"Aaliyah",386.879314214464,381.320561097257,415.505174563591
+"Connor",365.953902743142,338.175087281796,383.536109725686
+"Jamal",265.207855361596,385.792680798005,280.664775561097
+"Molly",271.683204488778,285.144513715711,394.290486284289
+"Tyrone",207.19819201995,362.849775561097,272.52174563591
+"Amy",280.20506234414,248.076982543641,377.195349127182