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> summary(salary.lm) | |
Call: | |
lm(formula = Salary ~ ., data = data) | |
Residuals: | |
Min 1Q Median 3Q Max | |
-73805 -14818 -2794 9637 162228 | |
Coefficients: (17 not defined because of singularities) | |
Estimate Std. Error t value Pr(>|t|) | |
(Intercept) -2.499e+04 2.875e+04 -0.869 0.384779 | |
YearsProgram 1.682e+02 3.244e+01 5.186 2.15e-07 *** | |
YearsCodedJob 2.502e+02 3.621e+01 6.909 4.92e-12 *** | |
YearsCodedJobPast -7.116e+02 1.275e+02 -5.580 2.42e-08 *** | |
CareerSatisfaction 2.818e+02 8.048e+01 3.501 0.000463 *** | |
JobSatisfaction -4.637e+00 7.073e+01 -0.066 0.947726 | |
HoursPerWeek -5.695e+01 2.556e+01 -2.228 0.025898 * | |
StackOverflowSatisfaction -2.969e+02 8.935e+01 -3.323 0.000891 *** | |
ExpectedSalary -1.745e-01 1.309e-02 -13.335 < 2e-16 *** | |
ClickyKeys 1.508e+03 2.570e+02 5.868 4.43e-09 *** | |
ProblemSolving -2.913e+02 2.555e+02 -1.140 0.254324 | |
BuildingThings -5.669e+02 2.439e+02 -2.325 0.020099 * | |
LearningNewTech -7.339e+02 2.304e+02 -3.185 0.001447 ** | |
JobSecurity -1.266e+02 1.653e+02 -0.766 0.443859 | |
DiversityImportant 6.243e+02 1.537e+02 4.062 4.87e-05 *** | |
AnnoyingUI 5.529e+01 1.660e+02 0.333 0.739044 | |
FriendsDevelopers -1.390e+02 1.376e+02 -1.010 0.312573 | |
RightWrongWay 3.050e+02 1.431e+02 2.132 0.033016 * | |
UnderstandComputers -1.378e+02 1.283e+02 -1.074 0.282918 | |
SeriousWork -4.631e+02 2.055e+02 -2.254 0.024224 * | |
InvestTimeTools -2.687e+02 1.841e+02 -1.460 0.144407 | |
WorkPayCare 1.193e+01 1.608e+02 0.074 0.940848 | |
KinshipDevelopers 5.233e+02 1.822e+02 2.871 0.004091 ** | |
ChallengeMyself -4.992e+02 2.309e+02 -2.162 0.030608 * | |
CompetePeers 4.512e+02 1.450e+02 3.111 0.001867 ** | |
ChangeWorld -1.443e+02 1.522e+02 -0.948 0.342939 | |
ShipIt 4.844e+02 1.524e+02 3.178 0.001483 ** | |
OtherPeoplesCode -5.624e+02 1.645e+02 -3.419 0.000629 *** | |
ProjectManagement 6.617e+02 1.641e+02 4.032 5.55e-05 *** | |
EnjoyDebugging -7.186e+01 1.605e+02 -0.448 0.654351 | |
InTheZone -6.295e+02 1.801e+02 -3.496 0.000473 *** | |
DifficultCommunication -2.799e+02 1.752e+02 -1.598 0.110054 | |
CollaborateRemote 9.597e+01 1.492e+02 0.643 0.520176 | |
StackOverflowAdsRelevant 5.779e+02 1.716e+02 3.368 0.000756 *** | |
StackOverflowAdsDistracting -6.122e+02 1.764e+02 -3.471 0.000519 *** | |
StackOverflowModeration -2.695e+02 1.868e+02 -1.442 0.149199 | |
StackOverflowCommunity -2.854e+02 1.578e+02 -1.809 0.070529 . | |
StackOverflowHelpful -5.989e+02 2.364e+02 -2.533 0.011308 * | |
StackOverflowBetter 7.516e+02 2.288e+02 3.285 0.001022 ** | |
StackOverflowWhatDo 2.147e+02 1.412e+02 1.520 0.128464 | |
StackOverflowMakeMoney -2.397e+02 2.077e+02 -1.154 0.248521 | |
SurveyLong -9.906e+02 1.446e+02 -6.849 7.54e-12 *** | |
QuestionsInteresting -1.026e+02 2.143e+02 -0.479 0.632052 | |
QuestionsConfusing -6.809e+02 2.241e+02 -3.038 0.002384 ** | |
InterestedAnswers 1.490e+03 1.824e+02 8.170 3.15e-16 *** | |
TabsSpaces_Tabs 9.321e+03 7.089e+02 13.148 < 2e-16 *** | |
TabsSpaces_Spaces 1.155e+04 7.264e+02 15.903 < 2e-16 *** | |
TabsSpaces_Both 8.697e+03 7.389e+02 11.769 < 2e-16 *** | |
Professional_Student 7.344e+03 1.284e+03 5.721 1.07e-08 *** | |
Professional_Professional.developer 8.826e+03 7.689e+03 1.148 0.251038 | |
Professional_Professional.non.developer.who.sometimes.writes.code -2.884e+03 2.081e+03 -1.386 0.165777 | |
Professional_Used.to.be.a.professional.developer -1.002e+02 1.851e+03 -0.054 0.956824 | |
Professional_None.of.these NA NA NA NA | |
ProgramHobby_Yes..both -1.500e+02 5.316e+02 -0.282 0.777883 | |
ProgramHobby_Yes..I.program.as.a.hobby -4.161e+02 5.293e+02 -0.786 0.431820 | |
ProgramHobby_No -1.290e+03 5.727e+02 -2.253 0.024282 * | |
ProgramHobby_Yes..I.contribute.to.open.source.projects NA NA NA NA | |
Country_United.States 2.688e+04 2.650e+04 1.014 0.310435 | |
Country_United.Kingdom 1.281e+04 2.650e+04 0.484 0.628734 | |
Country_Switzerland 2.314e+04 2.652e+04 0.873 0.382866 | |
Country_New.Zealand 1.516e+04 2.655e+04 0.571 0.567894 | |
Country_Poland 6.086e+03 2.651e+04 0.230 0.818438 | |
Country_Colombia 4.839e+03 2.659e+04 0.182 0.855576 | |
Country_France 1.320e+04 2.651e+04 0.498 0.618539 | |
Country_Canada 1.538e+04 2.650e+04 0.580 0.561688 | |
Country_Germany 1.336e+04 2.650e+04 0.504 0.614176 | |
Country_Greece 7.123e+03 2.654e+04 0.268 0.788412 | |
Country_Brazil 9.599e+03 2.652e+04 0.362 0.717386 | |
Country_Israel 1.424e+04 2.652e+04 0.537 0.591238 | |
Country_Italy 1.101e+04 2.652e+04 0.415 0.677927 | |
Country_Belgium 9.792e+03 2.653e+04 0.369 0.712085 | |
Country_India 1.069e+04 2.650e+04 0.403 0.686648 | |
Country_Chile 5.327e+03 2.662e+04 0.200 0.841398 | |
Country_Croatia 2.956e+03 2.657e+04 0.111 0.911416 | |
Country_Argentina 8.455e+03 2.655e+04 0.318 0.750147 | |
Country_Netherlands 1.177e+04 2.651e+04 0.444 0.657104 | |
Country_Denmark 1.779e+04 2.654e+04 0.670 0.502613 | |
Country_Ukraine 5.173e+03 2.654e+04 0.195 0.845451 | |
Country_Sri.Lanka 8.892e+03 2.657e+04 0.335 0.737910 | |
Country_Malaysia 1.020e+04 2.656e+04 0.384 0.700893 | |
Country_Finland 1.046e+04 2.654e+04 0.394 0.693372 | |
Country_Turkey 8.405e+03 2.653e+04 0.317 0.751430 | |
Country_Spain 1.172e+04 2.652e+04 0.442 0.658577 | |
Country_Austria 1.385e+04 2.653e+04 0.522 0.601692 | |
Country_Mexico 8.455e+03 2.654e+04 0.319 0.750031 | |
Country_Russian.Federation 4.476e+03 2.651e+04 0.169 0.865959 | |
Country_Bulgaria 4.013e+03 2.655e+04 0.151 0.879860 | |
Country_Uruguay 7.667e+03 2.667e+04 0.287 0.773743 | |
Country_Estonia 6.609e+03 2.665e+04 0.248 0.804100 | |
Country_Iran 1.183e+04 2.652e+04 0.446 0.655674 | |
Country_Bangladesh 1.087e+04 2.657e+04 0.409 0.682515 | |
Country_Sweden 1.146e+04 2.652e+04 0.432 0.665592 | |
Country_Lithuania 5.529e+03 2.657e+04 0.208 0.835196 | |
Country_Paraguay 4.481e+03 2.709e+04 0.165 0.868645 | |
Country_Romania 4.024e+03 2.652e+04 0.152 0.879399 | |
Country_Costa.Rica 6.609e+03 2.674e+04 0.247 0.804804 | |
Country_Serbia 4.799e+03 2.656e+04 0.181 0.856582 | |
Country_Slovenia 9.394e+03 2.654e+04 0.354 0.723389 | |
Country_United.Arab.Emirates 1.215e+04 2.663e+04 0.456 0.648141 | |
Country_Tunisia 1.146e+04 2.673e+04 0.429 0.668025 | |
Country_Kenya 1.354e+04 2.664e+04 0.508 0.611209 | |
Country_El.Salvador 7.167e+03 2.712e+04 0.264 0.791595 | |
Country_Norway 2.135e+04 2.655e+04 0.804 0.421288 | |
Country_Dominican.Republic 5.754e+03 2.670e+04 0.216 0.829365 | |
Country_Belarus 4.493e+03 2.664e+04 0.169 0.866071 | |
Country_Portugal 8.240e+03 2.655e+04 0.310 0.756280 | |
Country_Czech.Republic 6.064e+03 2.653e+04 0.229 0.819211 | |
Country_Albania 1.427e+04 2.667e+04 0.535 0.592600 | |
Country_I.prefer.not.to.say 1.513e+04 2.659e+04 0.569 0.569305 | |
Country_South.Africa 6.862e+03 2.653e+04 0.259 0.795906 | |
Country_Uzbekistan 1.666e+04 2.696e+04 0.618 0.536621 | |
Country_Moldavia 1.897e+03 2.670e+04 0.071 0.943338 | |
Country_Ireland 1.342e+04 2.654e+04 0.506 0.613090 | |
Country_Nepal 1.075e+04 2.660e+04 0.404 0.686225 | |
Country_Pakistan 1.094e+04 2.653e+04 0.413 0.679936 | |
Country_Slovak.Republic 8.939e+03 2.658e+04 0.336 0.736616 | |
Country_Hungary 4.451e+03 2.654e+04 0.168 0.866783 | |
Country_Egypt 9.716e+03 2.660e+04 0.365 0.714900 | |
Country_Australia 1.623e+04 2.651e+04 0.612 0.540387 | |
Country_Japan 9.787e+03 2.655e+04 0.369 0.712427 | |
Country_South.Korea 1.106e+04 2.658e+04 0.416 0.677416 | |
Country_Rwanda 1.680e+04 2.757e+04 0.609 0.542318 | |
Country_Luxembourg 1.535e+04 2.689e+04 0.571 0.568014 | |
Country_Kazakhstan 8.756e+03 2.688e+04 0.326 0.744599 | |
Country_Bolivia 1.280e+04 2.707e+04 0.473 0.636399 | |
Country_Vietnam 1.036e+04 2.661e+04 0.389 0.697025 | |
Country_Somalia 1.543e+04 2.898e+04 0.533 0.594279 | |
Country_Saudi.Arabia 9.108e+03 2.675e+04 0.341 0.733442 | |
Country_Ethiopia 1.414e+04 2.686e+04 0.526 0.598560 | |
Country_Macedonia 5.080e+03 2.673e+04 0.190 0.849256 | |
Country_Bosnia.Herzegovina 4.203e+03 2.669e+04 0.157 0.874874 | |
Country_Algeria 1.076e+04 2.681e+04 0.401 0.688237 | |
Country_Nicaragua 1.065e+04 2.741e+04 0.389 0.697506 | |
Country_Cuba 6.439e+03 2.690e+04 0.239 0.810788 | |
Country_Indonesia 1.230e+04 2.654e+04 0.464 0.642932 | |
Country_Netherlands.Antilles 4.579e+03 3.052e+04 0.150 0.880719 | |
Country_Jamaica 8.516e+03 2.715e+04 0.314 0.753803 | |
Country_Nigeria 1.284e+04 2.658e+04 0.483 0.629022 | |
Country_Ecuador 1.186e+04 2.685e+04 0.442 0.658822 | |
Country_Peru 7.227e+03 2.670e+04 0.271 0.786610 | |
Country_Malta 7.423e+03 2.678e+04 0.277 0.781674 | |
Country_Uganda 2.067e+04 2.696e+04 0.767 0.443232 | |
Country_Morocco 1.333e+04 2.670e+04 0.499 0.617580 | |
Country_Guatemala 7.820e+03 2.684e+04 0.291 0.770818 | |
Country_Jordan 8.155e+03 2.680e+04 0.304 0.760928 | |
Country_Cyprus 9.595e+03 2.696e+04 0.356 0.721934 | |
Country_Georgia 6.329e+03 2.678e+04 0.236 0.813177 | |
Country_Armenia 7.923e+03 2.675e+04 0.296 0.767101 | |
Country_Virgin.Islands..USA. 3.034e+04 2.900e+04 1.046 0.295482 | |
Country_Lebanon 1.309e+04 2.674e+04 0.490 0.624343 | |
Country_China 1.143e+04 2.656e+04 0.430 0.667004 | |
Country_Bermuda 8.421e+04 3.235e+04 2.603 0.009249 ** | |
Country_Latvia 6.208e+03 2.663e+04 0.233 0.815678 | |
Country_Singapore 1.092e+04 2.657e+04 0.411 0.680960 | |
Country_Thailand 8.520e+03 2.661e+04 0.320 0.748812 | |
Country_American.Samoa 1.658e+04 2.899e+04 0.572 0.567414 | |
Country_Puerto.Rico 1.845e+04 2.714e+04 0.680 0.496712 | |
Country_Philippines 1.057e+04 2.654e+04 0.398 0.690451 | |
Country_Hong.Kong 8.978e+03 2.661e+04 0.337 0.735800 | |
Country_Taiwan 5.904e+03 2.664e+04 0.222 0.824632 | |
Country_Cape.Verde 7.344e+03 3.736e+04 0.197 0.844182 | |
Country_Trinidad.and.Tobago 1.195e+04 2.736e+04 0.437 0.662224 | |
Country_Mongolia 7.695e+03 2.708e+04 0.284 0.776303 | |
Country_Myanmar 8.821e+03 2.687e+04 0.328 0.742644 | |
Country_North.Korea 1.996e+04 2.859e+04 0.698 0.485091 | |
Country_Afghanistan 1.312e+04 2.671e+04 0.491 0.623204 | |
Country_Cambodia 1.124e+04 2.716e+04 0.414 0.678911 | |
Country_Liechtenstein 3.834e+04 2.860e+04 1.341 0.180028 | |
Country_Botswana 1.445e+04 2.830e+04 0.511 0.609582 | |
Country_Madagascar 3.031e+03 2.808e+04 0.108 0.914029 | |
Country_Mauritius 8.568e+03 2.725e+04 0.314 0.753185 | |
Country_Iraq 1.437e+04 2.765e+04 0.520 0.603259 | |
Country_Ghana 1.427e+04 2.675e+04 0.533 0.593779 | |
Country_Aland.Islands 1.629e+04 2.708e+04 0.602 0.547409 | |
Country_Zambia 1.081e+04 2.778e+04 0.389 0.697298 | |
Country_Iceland 4.402e+03 2.689e+04 0.164 0.869946 | |
Country_Zimbabwe 1.414e+04 2.715e+04 0.521 0.602376 | |
Country_Azerbaidjan 1.162e+04 2.698e+04 0.431 0.666761 | |
Country_Kuwait 1.368e+04 2.756e+04 0.496 0.619693 | |
Country_Venezuela 1.148e+04 2.672e+04 0.430 0.667478 | |
Country_S..Georgia...S..Sandwich.Isls. 2.112e+04 3.727e+04 0.567 0.570963 | |
Country_Panama 9.108e+03 2.709e+04 0.336 0.736681 | |
Country_Andorra 1.125e+04 2.859e+04 0.394 0.693889 | |
Country_Cayman.Islands 2.986e+04 3.239e+04 0.922 0.356583 | |
Country_Bahamas 2.367e+04 3.724e+04 0.636 0.525043 | |
Country_Honduras 1.103e+04 2.766e+04 0.399 0.690110 | |
Country_Sudan 1.326e+04 2.757e+04 0.481 0.630500 | |
Country_Syria 9.615e+03 2.748e+04 0.350 0.726428 | |
Country_Gibraltar -1.117e+04 3.723e+04 -0.300 0.764215 | |
Country_Virgin.Islands..British. 2.158e+04 3.235e+04 0.667 0.504776 | |
Country_Cameroon 1.418e+04 2.757e+04 0.514 0.607078 | |
Country_Tanzania 1.735e+04 2.725e+04 0.637 0.524366 | |
Country_Mozambique 1.319e+04 2.808e+04 0.470 0.638510 | |
Country_Qatar 1.082e+04 2.766e+04 0.391 0.695698 | |
Country_Libya 1.886e+04 2.956e+04 0.638 0.523387 | |
Country_Reunion..French. 1.789e+04 2.956e+04 0.605 0.545024 | |
Country_Vatican.City.State 2.830e+04 3.730e+04 0.759 0.447980 | |
Country_Oman 1.190e+04 2.895e+04 0.411 0.681023 | |
Country_Angola 1.559e+04 2.792e+04 0.559 0.576503 | |
Country_Montenegro 7.249e+03 2.758e+04 0.263 0.792643 | |
Country_Haiti 1.705e+04 2.954e+04 0.577 0.563791 | |
Country_New.Caledonia..French. 2.082e+04 2.829e+04 0.736 0.461781 | |
Country_Bahrain 9.619e+03 2.756e+04 0.349 0.727111 | |
Country_Bouvet.Island 2.634e+03 3.233e+04 0.081 0.935074 | |
Country_Togo 1.142e+04 2.830e+04 0.404 0.686462 | |
Country_Namibia -6.603e+01 2.958e+04 -0.002 0.998219 | |
Country_Guyana 4.559e+03 2.958e+04 0.154 0.877494 | |
Country_Lesotho 2.270e+04 3.730e+04 0.609 0.542726 | |
Country_Antarctica 6.889e+03 2.766e+04 0.249 0.803273 | |
Country_Burkina.Faso 5.282e+03 3.724e+04 0.142 0.887212 | |
Country_Anguilla 5.372e+04 3.238e+04 1.659 0.097102 . | |
Country_Fiji 1.108e+03 3.055e+04 0.036 0.971066 | |
Country_Bhutan 2.157e+04 3.232e+04 0.668 0.504445 | |
Country_Malawi 1.342e+04 3.234e+04 0.415 0.678111 | |
Country_Laos 2.011e+04 3.240e+04 0.621 0.534841 | |
Country_Gabon 1.937e+04 3.748e+04 0.517 0.605231 | |
Country_Senegal 1.076e+04 2.899e+04 0.371 0.710488 | |
Country_Kyrgyzstan 5.405e+03 2.765e+04 0.195 0.845042 | |
Country_Tadjikistan 2.300e+02 3.234e+04 0.007 0.994327 | |
Country_Brunei.Darussalam 1.578e+04 2.829e+04 0.558 0.576932 | |
Country_Zaire 4.823e+01 3.239e+04 0.001 0.998812 | |
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Country_Saint.Lucia 2.505e+04 3.258e+04 0.769 0.441884 | |
Country_Monaco 2.653e+04 3.745e+04 0.708 0.478650 | |
Country_U.S..Minor.Outlying.Islands 3.265e+04 2.955e+04 1.105 0.269217 | |
Country_Polynesia..French. -4.057e+02 3.234e+04 -0.013 0.989990 | |
Country_French.Guyana 1.233e+04 3.723e+04 0.331 0.740515 | |
Country_Pitcairn.Island 1.027e+04 3.731e+04 0.275 0.783164 | |
Country_Seychelles 5.094e+03 3.728e+04 0.137 0.891317 | |
Country_Guinea 7.231e+04 3.733e+04 1.937 0.052770 . | |
Country_Aruba 1.519e+04 3.234e+04 0.470 0.638516 | |
Country_Belize 1.518e+04 2.959e+04 0.513 0.607978 | |
Country_Benin 1.262e+04 3.240e+04 0.390 0.696886 | |
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Country_Martinique..French. 1.525e+04 3.234e+04 0.471 0.637289 | |
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Country_Yemen 1.230e+03 3.057e+04 0.040 0.967897 | |
Country_Turkmenistan 1.367e+04 3.740e+04 0.365 0.714779 | |
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Country_Falkland.Islands 1.992e+04 3.732e+04 0.534 0.593557 | |
Country_Montserrat 9.455e+03 3.727e+04 0.254 0.799742 | |
Country_Christmas.Island 7.112e+03 3.726e+04 0.191 0.848620 | |
Country_Heard.and.McDonald.Islands 3.708e+04 3.732e+04 0.994 0.320422 | |
Country_Comoros 3.459e+04 3.825e+04 0.904 0.365886 | |
Country_Saint.Helena NA NA NA NA | |
University_No -8.247e+02 8.625e+02 -0.956 0.338998 | |
University_Yes..full.time -9.440e+02 8.931e+02 -1.057 0.290527 | |
University_Yes..part.time -1.150e+03 9.644e+02 -1.192 0.233234 | |
University_I.prefer.not.to.say NA NA NA NA | |
EmploymentStatus_Not.employed..and.not.looking.for.work 6.840e+02 2.263e+03 0.302 0.762459 | |
EmploymentStatus_Employed.part.time -2.497e+03 2.703e+03 -0.924 0.355614 | |
EmploymentStatus_Employed.full.time 5.406e+03 2.662e+03 2.030 0.042313 * | |
EmploymentStatus_Independent.contractor..freelancer..or.self.employed -5.743e+03 2.773e+03 -2.071 0.038369 * | |
EmploymentStatus_Not.employed..but.looking.for.work 6.583e+02 2.257e+03 0.292 0.770523 | |
EmploymentStatus_I.prefer.not.to.say 1.834e+03 2.349e+03 0.781 0.434917 | |
EmploymentStatus_Retired NA NA NA NA | |
FormalEducation_Secondary.school -1.376e+03 1.342e+03 -1.026 0.305002 | |
FormalEducation_Some.college.university.study.without.earning.a.bachelor.s.degree -5.075e+03 3.212e+03 -1.580 0.114135 | |
FormalEducation_Bachelor.s.degree -4.080e+03 3.211e+03 -1.271 0.203901 | |
FormalEducation_Doctoral.degree -4.154e+03 3.305e+03 -1.257 0.208772 | |
FormalEducation_Master.s.degree -4.147e+03 3.217e+03 -1.289 0.197379 | |
FormalEducation_Professional.degree -5.098e+03 3.352e+03 -1.521 0.128343 | |
FormalEducation_Primary.elementary.school -1.798e+03 1.544e+03 -1.165 0.244196 | |
FormalEducation_I.prefer.not.to.answer -2.043e+03 1.538e+03 -1.329 0.184011 | |
FormalEducation_I.never.completed.any.formal.education NA NA NA NA | |
MajorUndergrad_NA -3.627e+03 3.685e+03 -0.984 0.324938 | |
MajorUndergrad_Computer.science.or.software.engineering -5.217e+02 2.238e+03 -0.233 0.815627 | |
MajorUndergrad_A.non.computer.focused.engineering.discipline 1.537e+02 2.311e+03 0.067 0.946979 | |
MajorUndergrad_A.social.science -4.221e+02 2.458e+03 -0.172 0.863656 | |
MajorUndergrad_Mathematics.or.statistics 5.371e+02 2.320e+03 0.231 0.816952 | |
MajorUndergrad_Computer.engineering.or.electrical.electronics.engineering -8.126e+02 2.266e+03 -0.359 0.719932 | |
MajorUndergrad_A.natural.science 5.609e+02 2.307e+03 0.243 0.807931 | |
MajorUndergrad_A.business.discipline 1.600e+03 2.391e+03 0.669 0.503350 | |
MajorUndergrad_Computer.programming.or.Web.development -4.335e+02 2.268e+03 -0.191 0.848430 | |
MajorUndergrad_Information.technology..networking..or.system.administration -8.898e+02 2.299e+03 -0.387 0.698725 | |
MajorUndergrad_I.never.declared.a.major 1.288e+03 2.480e+03 0.519 0.603590 | |
MajorUndergrad_Something.else 1.115e+03 2.366e+03 0.471 0.637573 | |
MajorUndergrad_Fine.arts.or.performing.arts 9.660e+01 2.461e+03 0.039 0.968686 | |
MajorUndergrad_Management.information.systems -1.099e+02 2.455e+03 -0.045 0.964285 | |
MajorUndergrad_A.humanities.discipline -1.312e+02 2.391e+03 -0.055 0.956243 | |
MajorUndergrad_Psychology 2.030e+03 2.865e+03 0.708 0.478646 | |
MajorUndergrad_A.health.science NA NA NA NA | |
HomeRemote_NA 8.727e+02 1.883e+03 0.463 0.643112 | |
HomeRemote_More.than.half..but.not.all..the.time 2.409e+02 8.709e+02 0.277 0.782056 | |
HomeRemote_Less.than.half.the.time..but.at.least.one.day.each.week 2.577e+02 7.541e+02 0.342 0.732537 | |
HomeRemote_Never -3.199e+03 6.880e+02 -4.650 3.33e-06 *** | |
HomeRemote_All.or.almost.all.the.time..I.m.full.time.remote. 7.370e+02 7.444e+02 0.990 0.322157 | |
HomeRemote_It.s.complicated -3.279e+03 8.914e+02 -3.678 0.000235 *** | |
HomeRemote_A.few.days.each.month -1.833e+03 6.763e+02 -2.709 0.006741 ** | |
HomeRemote_About.half.the.time NA NA NA NA | |
CompanyType_NA -6.269e+03 2.199e+03 -2.851 0.004366 ** | |
CompanyType_Privately.held.limited.company..not.in.startup.mode 1.237e+03 1.441e+03 0.858 0.390731 | |
CompanyType_Publicly.traded.corporation 5.447e+03 1.469e+03 3.709 0.000208 *** | |
CompanyType_Non.profit.non.governmental.organization.or.private.school.university -8.549e+02 1.614e+03 -0.530 0.596230 | |
CompanyType_Government.agency.or.public.school.university -1.341e+03 1.529e+03 -0.877 0.380649 | |
CompanyType_Pre.series.A.startup -1.824e+02 1.609e+03 -0.113 0.909705 | |
CompanyType_Venture.funded.startup 5.945e+03 1.531e+03 3.883 0.000103 *** | |
CompanyType_I.don.t.know -3.286e+02 1.500e+03 -0.219 0.826598 | |
CompanyType_Sole.proprietorship.or.partnership..not.in.startup.mode 1.364e+01 1.511e+03 0.009 0.992797 | |
CompanyType_I.prefer.not.to.answer -4.184e+03 1.557e+03 -2.687 0.007215 ** | |
CompanyType_State.owned.company -1.108e+03 1.759e+03 -0.630 0.528882 | |
CompanyType_Something.else NA NA NA NA | |
DeveloperType_NA 1.060e+03 7.649e+03 0.139 0.889799 | |
DeveloperType_Other 3.185e+03 5.863e+02 5.433 5.58e-08 *** | |
DeveloperType_Mobile.developer -2.016e+02 4.448e+02 -0.453 0.650313 | |
DeveloperType_Graphics.programming -1.214e+03 7.017e+02 -1.731 0.083525 . | |
DeveloperType_Desktop.applications.developer 1.595e+02 3.825e+02 0.417 0.676633 | |
DeveloperType_Web.developer -8.196e+02 4.327e+02 -1.894 0.058234 . | |
DeveloperType_Embedded.applications.devices.developer 5.547e+02 5.308e+02 1.045 0.295940 | |
DeveloperType_DevOps.specialist 1.419e+03 4.967e+02 2.857 0.004279 ** | |
DeveloperType_Quality.assurance.engineer -7.970e+02 7.811e+02 -1.020 0.307527 | |
DeveloperType_Data.scientist -1.765e+02 5.701e+02 -0.310 0.756928 | |
DeveloperType_Machine.learning.specialist 1.374e+03 8.014e+02 1.715 0.086396 . | |
DeveloperType_Developer.with.a.statistics.or.mathematics.background 6.345e+01 4.833e+02 0.131 0.895541 | |
DeveloperType_Database.administrator -3.019e+02 4.661e+02 -0.648 0.517174 | |
DeveloperType_Systems.administrator -2.864e+02 5.131e+02 -0.558 0.576745 | |
DeveloperType_Graphic.designer -1.967e+03 7.729e+02 -2.544 0.010950 * | |
WebDeveloperType_NA -1.468e+03 8.500e+02 -1.727 0.084173 . | |
WebDeveloperType_Full.stack.Web.developer -1.095e+03 8.224e+02 -1.331 0.183143 | |
WebDeveloperType_Back.end.Web.developer -1.681e+03 9.334e+02 -1.801 0.071769 . | |
WebDeveloperType_Front.end.Web.developer NA NA NA NA | |
MobileDeveloperType_NA -1.472e+03 2.149e+03 -0.685 0.493366 | |
MobileDeveloperType_Android -1.033e+03 1.838e+03 -0.562 0.574024 | |
MobileDeveloperType_iOS -2.056e+03 1.782e+03 -1.154 0.248673 | |
MobileDeveloperType_Windows.Phone 1.547e+03 3.468e+03 0.446 0.655603 | |
MobileDeveloperType_Blackberry -1.324e+04 8.205e+03 -1.613 0.106722 | |
NonDeveloperType_NA 2.441e+03 1.901e+03 1.284 0.199109 | |
NonDeveloperType_Data.scientist -1.758e+03 9.768e+02 -1.800 0.071897 . | |
NonDeveloperType_Other -1.722e+03 1.060e+03 -1.625 0.104259 | |
NonDeveloperType_C.suite.executive 2.305e+03 1.755e+03 1.314 0.189003 | |
NonDeveloperType_Product.manager -7.858e+02 1.498e+03 -0.525 0.599825 | |
NonDeveloperType_Educator.or.academic 1.155e+03 1.186e+03 0.974 0.330213 | |
NonDeveloperType_Analyst.or.consultant -1.127e+03 9.315e+02 -1.210 0.226271 | |
NonDeveloperType_Marketing.or.sales.manager 2.188e+03 2.262e+03 0.967 0.333396 | |
NonDeveloperType_Designer.or.illustrator 4.366e+03 1.216e+03 3.592 0.000329 *** | |
NonDeveloperType_Elected.official 6.701e+03 4.673e+03 1.434 0.151528 | |
PronounceGIF_With.a.soft.g..like.jiff 1.407e+03 1.391e+03 1.011 0.311927 | |
PronounceGIF_With.a.hard.g..like.gift 1.437e+03 1.383e+03 1.039 0.298801 | |
PronounceGIF_Some.other.way 2.218e+03 1.601e+03 1.386 0.165847 | |
PronounceGIF_Enunciating.each.letter..gee.eye.eff 1.974e+03 1.463e+03 1.349 0.177292 | |
PronounceGIF_NA NA NA NA NA | |
JobSeekingStatus_I.m.not.actively.looking..but.I.am.open.to.new.opportunities 5.306e+02 3.650e+02 1.454 0.146023 | |
JobSeekingStatus_NA 2.013e+02 6.235e+02 0.323 0.746817 | |
JobSeekingStatus_I.am.actively.looking.for.a.job 3.439e+02 5.715e+02 0.602 0.547332 | |
JobSeekingStatus_I.am.not.interested.in.new.job.opportunities NA NA NA NA | |
ImportantBenefits_Stock.options 7.403e+02 4.593e+02 1.612 0.107041 | |
ImportantBenefits_Vacation.days.off 1.424e+03 3.326e+02 4.282 1.86e-05 *** | |
ImportantBenefits_Remote.options 1.241e+03 3.351e+02 3.702 0.000214 *** | |
ImportantBenefits_NA 6.325e+03 8.694e+02 7.276 3.50e-13 *** | |
ImportantBenefits_Annual.bonus 8.826e+02 3.495e+02 2.525 0.011565 * | |
ImportantBenefits_Health.benefits 8.642e+02 3.379e+02 2.557 0.010557 * | |
ImportantBenefits_Equipment 7.490e+02 3.343e+02 2.241 0.025052 * | |
ImportantBenefits_Private.office 1.218e+03 4.956e+02 2.458 0.013984 * | |
ImportantBenefits_Expected.work.hours 3.546e+02 3.373e+02 1.051 0.293170 | |
ImportantBenefits_Professional.development.sponsorship -2.982e+02 3.387e+02 -0.880 0.378737 | |
ImportantBenefits_Education.sponsorship -5.242e+02 4.251e+02 -1.233 0.217563 | |
ImportantBenefits_Long.term.leave 2.334e+01 4.486e+02 0.052 0.958510 | |
ImportantBenefits_Child.elder.care 8.983e+01 5.506e+02 0.163 0.870389 | |
ImportantBenefits_Retirement 2.262e+03 3.736e+02 6.053 1.43e-09 *** | |
ImportantBenefits_Meals -6.195e+02 4.437e+02 -1.396 0.162722 | |
ImportantBenefits_Charitable.match 7.193e+02 9.587e+02 0.750 0.453059 | |
ImportantBenefits_Other -9.805e+01 9.383e+02 -0.105 0.916772 | |
ImportantBenefits_None.of.these 1.082e+03 1.145e+03 0.946 0.344387 | |
JobProfile_Other 2.197e+03 5.312e+02 4.136 3.55e-05 *** | |
JobProfile_NA 2.920e+03 6.507e+02 4.488 7.20e-06 *** | |
JobProfile_LinkedIn 1.566e+03 5.713e+02 2.741 0.006128 ** | |
JobProfile_Monster -1.480e+03 6.349e+02 -2.332 0.019710 * | |
JobProfile_Xing 1.023e+03 8.818e+02 1.160 0.246074 | |
JobProfile_Indeed -1.825e+03 6.363e+02 -2.868 0.004131 ** | |
JobProfile_Naukri -2.001e+03 8.768e+02 -2.282 0.022500 * | |
JobProfile_JobSite.co.uk -1.275e+03 1.972e+03 -0.647 0.517819 | |
JobProfile_Dice 3.083e+03 9.707e+02 3.176 0.001492 ** | |
JobProfile_Glassdoor -1.305e+03 8.334e+02 -1.566 0.117308 | |
JobProfile_Hired.com 3.954e+03 1.015e+03 3.895 9.84e-05 *** | |
JobProfile_Reed.co.uk 3.170e+02 1.814e+03 0.175 0.861251 | |
JobProfile_Remix_jobs 5.372e+02 3.298e+03 0.163 0.870592 | |
JobProfile_TripleByte 2.160e+03 4.603e+03 0.469 0.638872 | |
JobProfile_StepStone 8.021e+02 2.520e+03 0.318 0.750259 | |
JobProfile_CW_Jobs -1.921e+03 1.901e+03 -1.011 0.312254 | |
JobProfile_Workopolis 5.351e+03 3.081e+03 1.737 0.082389 . | |
JobProfile_Total_Jobs 1.041e+03 2.463e+03 0.423 0.672629 | |
JobProfile_Pracuj -5.994e+02 2.085e+03 -0.287 0.773740 | |
JobProfile_Talent.io 1.694e+03 2.561e+03 0.662 0.508174 | |
ResumePrompted_NA 2.784e+03 1.569e+03 1.774 0.076118 . | |
ResumePrompted_A.recruiter.contacted.me 2.733e+03 1.567e+03 1.745 0.081047 . | |
ResumePrompted_I.was.just.giving.it.a.regular.update 2.833e+03 1.538e+03 1.842 0.065553 . | |
ResumePrompted_I.completed.a.major.project..assignment..or.contract 1.992e+03 1.600e+03 1.246 0.212945 | |
ResumePrompted_I.received.bad.news.about.the.future.of.my.company.or.depart 4.432e+03 1.611e+03 2.750 0.005955 ** | |
ResumePrompted_A.friend.told.me.about.a.job.opportunity 2.027e+03 1.606e+03 1.262 0.206874 | |
ResumePrompted_Something.else 4.380e+03 1.589e+03 2.756 0.005852 ** | |
ResumePrompted_I.saw.an.employer.s.advertisement 2.524e+03 1.591e+03 1.587 0.112531 | |
ResumePrompted_I.received.negative.feedback.on.my.job.performance NA NA NA NA | |
LearnedHiring_NA 4.334e+03 7.636e+02 5.676 1.39e-08 *** | |
LearnedHiring_Some.other.way 1.964e+03 8.875e+02 2.213 0.026936 * | |
LearnedHiring_A.friend..family.member..or.former.colleague.told.me 3.344e+03 7.132e+02 4.689 2.75e-06 *** | |
LearnedHiring_A.tech.specific.job.board 4.554e+03 1.064e+03 4.278 1.89e-05 *** | |
LearnedHiring_I.visited.the.company.s.Web.site.and.found.a.job.listing.there 2.963e+03 8.579e+02 3.453 0.000554 *** | |
LearnedHiring_An.external.recruiter.or.headhunter 6.869e+03 7.941e+02 8.649 < 2e-16 *** | |
LearnedHiring_I.was.contacted.directly.by.someone.at.the.company..e.g..internal.recruiter. 3.982e+03 7.509e+02 5.303 1.14e-07 *** | |
LearnedHiring_A.general.purpose.job.board 2.345e+03 7.814e+02 3.001 0.002693 ** | |
LearnedHiring_A.career.fair.or.on.campus.recruiting.event NA NA NA NA | |
EducationTypes_Online.course -3.636e+02 3.209e+02 -1.133 0.257313 | |
EducationTypes_Open.source.contributions 5.714e+02 3.756e+02 1.521 0.128177 | |
EducationTypes_Self.taught 2.986e+03 1.175e+03 2.542 0.011025 * | |
EducationTypes_Hackathon 2.141e+03 3.859e+02 5.547 2.91e-08 *** | |
EducationTypes_Coding.competition 9.544e+01 3.881e+02 0.246 0.805735 | |
EducationTypes_NA 3.359e+03 5.797e+02 5.795 6.89e-09 *** | |
EducationTypes_Part.time.evening.course -1.517e+03 4.383e+02 -3.461 0.000539 *** | |
EducationTypes_On.the.job.training 2.349e+01 3.267e+02 0.072 0.942691 | |
EducationTypes_Bootcamp 5.888e+02 5.496e+02 1.071 0.284081 | |
EducationTypes_Industry.certification 3.354e+02 4.477e+02 0.749 0.453812 | |
SelfTaughtTypes_NA 2.847e+03 1.197e+03 2.378 0.017425 * | |
SelfTaughtTypes_Official.documentation -1.393e+02 4.258e+02 -0.327 0.743621 | |
SelfTaughtTypes_Stack.Overflow.Q.A -2.123e+02 4.234e+02 -0.501 0.616068 | |
SelfTaughtTypes_Other -3.195e+02 5.163e+02 -0.619 0.535981 | |
SelfTaughtTypes_Trade.book -5.257e+02 3.435e+02 -1.530 0.125936 | |
SelfTaughtTypes_Textbook 2.174e+02 4.178e+02 0.520 0.602905 | |
SelfTaughtTypes_Non.Stack.online.communities 1.857e+02 3.358e+02 0.553 0.580327 | |
SelfTaughtTypes_Company.internal.community -1.018e+02 4.355e+02 -0.234 0.815201 | |
SelfTaughtTypes_Friends.network -6.568e+02 4.174e+02 -1.573 0.115624 | |
SelfTaughtTypes_Built.in.help 2.659e+01 3.433e+02 0.077 0.938247 | |
SelfTaughtTypes_Stack.Overflow.Docs 4.490e+02 3.771e+02 1.191 0.233768 | |
SelfTaughtTypes_Tutoring.mentoring -5.112e+02 8.105e+02 -0.631 0.528235 | |
WorkStart_6.00.AM 2.275e+03 2.984e+03 0.762 0.445823 | |
WorkStart_10.00.AM 2.064e+03 2.898e+03 0.712 0.476210 | |
WorkStart_9.00.AM 1.635e+03 2.898e+03 0.564 0.572711 | |
WorkStart_NA -2.267e+02 2.971e+03 -0.076 0.939166 | |
WorkStart_7.00.AM 2.738e+03 2.923e+03 0.937 0.348906 | |
WorkStart_Noon 8.361e+02 2.984e+03 0.280 0.779327 | |
WorkStart_3.00.PM 7.638e+02 3.413e+03 0.224 0.822950 | |
WorkStart_8.00.AM 1.928e+03 2.903e+03 0.664 0.506596 | |
WorkStart_11.00.AM 2.115e+03 2.938e+03 0.720 0.471605 | |
WorkStart_2.00.PM 1.946e+02 3.141e+03 0.062 0.950612 | |
WorkStart_2.00.AM -9.814e+02 5.358e+03 -0.183 0.854665 | |
WorkStart_3.00.AM 7.593e+02 4.713e+03 0.161 0.872007 | |
WorkStart_1.00.PM 2.591e+03 3.170e+03 0.817 0.413695 | |
WorkStart_8.00.PM -6.985e+02 3.282e+03 -0.213 0.831460 | |
WorkStart_4.00.PM -1.153e+03 3.328e+03 -0.347 0.728915 | |
WorkStart_7.00.PM 3.600e+02 3.713e+03 0.097 0.922751 | |
WorkStart_10.00.PM 5.297e+02 3.404e+03 0.156 0.876332 | |
WorkStart_1.00.AM 3.466e+03 4.633e+03 0.748 0.454411 | |
WorkStart_5.00.AM 3.715e+03 3.271e+03 1.136 0.256023 | |
WorkStart_6.00.PM 2.877e+02 3.323e+03 0.087 0.931002 | |
WorkStart_9.00.PM 2.417e+03 3.570e+03 0.677 0.498372 | |
WorkStart_5.00.PM -1.514e+02 3.668e+03 -0.041 0.967080 | |
WorkStart_4.00.AM 9.864e+02 3.734e+03 0.264 0.791662 | |
WorkStart_Midnight 1.110e+03 4.019e+03 0.276 0.782380 | |
WorkStart_11.00.PM NA NA NA NA | |
HaveWorkedLanguage_Swift -7.803e+02 7.715e+02 -1.011 0.311859 | |
HaveWorkedLanguage_JavaScript 2.510e+02 3.749e+02 0.670 0.503088 | |
HaveWorkedLanguage_Python -4.789e+02 3.815e+02 -1.255 0.209393 | |
HaveWorkedLanguage_Ruby 1.470e+03 5.819e+02 2.527 0.011515 * | |
HaveWorkedLanguage_SQL 7.086e+01 3.748e+02 0.189 0.850049 | |
HaveWorkedLanguage_Java 2.297e+02 3.867e+02 0.594 0.552505 | |
HaveWorkedLanguage_PHP -1.336e+03 4.332e+02 -3.085 0.002037 ** | |
HaveWorkedLanguage_Matlab 7.574e+01 7.585e+02 0.100 0.920459 | |
HaveWorkedLanguage_R -4.772e+02 8.734e+02 -0.546 0.584831 | |
HaveWorkedLanguage_NA -3.001e+03 9.307e+02 -3.225 0.001263 ** | |
HaveWorkedLanguage_Rust -3.773e+02 1.401e+03 -0.269 0.787744 | |
HaveWorkedLanguage_CoffeeScript -5.532e+02 8.416e+02 -0.657 0.510952 | |
HaveWorkedLanguage_Clojure -6.730e+02 1.469e+03 -0.458 0.646959 | |
HaveWorkedLanguage_Elixir -1.258e+03 1.509e+03 -0.834 0.404513 | |
HaveWorkedLanguage_Erlang 1.229e+03 1.726e+03 0.712 0.476492 | |
HaveWorkedLanguage_Haskell -2.732e+03 1.122e+03 -2.435 0.014908 * | |
HaveWorkedLanguage_C. 1.340e+03 4.856e+02 2.759 0.005792 ** | |
HaveWorkedLanguage_Objective.C 2.799e+03 7.616e+02 3.675 0.000238 *** | |
HaveWorkedLanguage_C -4.691e+02 4.613e+02 -1.017 0.309200 | |
HaveWorkedLanguage_C.. 8.634e+02 4.279e+02 2.018 0.043599 * | |
HaveWorkedLanguage_Assembly -8.477e+02 7.080e+02 -1.197 0.231161 | |
HaveWorkedLanguage_VB.NET -1.500e+03 6.901e+02 -2.174 0.029732 * | |
HaveWorkedLanguage_Perl -1.580e+03 7.627e+02 -2.072 0.038265 * | |
HaveWorkedLanguage_Scala 1.446e+03 8.575e+02 1.687 0.091671 . | |
HaveWorkedLanguage_F. -6.075e+02 1.319e+03 -0.461 0.644957 | |
HaveWorkedLanguage_TypeScript -2.196e+02 5.567e+02 -0.395 0.693184 | |
HaveWorkedLanguage_Lua -1.947e+03 8.971e+02 -2.170 0.030011 * | |
HaveWorkedLanguage_VBA -1.990e+03 7.903e+02 -2.518 0.011821 * | |
HaveWorkedLanguage_Groovy 2.285e+03 8.821e+02 2.590 0.009590 ** | |
HaveWorkedLanguage_Go 2.367e+03 7.433e+02 3.184 0.001451 ** | |
HaveWorkedLanguage_Smalltalk -8.943e+02 1.895e+03 -0.472 0.636920 | |
HaveWorkedLanguage_Visual.Basic.6 4.394e+02 9.253e+02 0.475 0.634847 | |
HaveWorkedLanguage_Common.Lisp -2.294e+02 1.713e+03 -0.134 0.893469 | |
HaveWorkedLanguage_Dart -2.135e+03 2.346e+03 -0.910 0.362905 | |
HaveWorkedLanguage_Julia -2.019e+03 2.412e+03 -0.837 0.402492 | |
HaveWorkedLanguage_Hack 7.328e+03 2.748e+03 2.667 0.007660 ** | |
WantWorkLanguage_Swift 1.345e+03 5.327e+02 2.525 0.011573 * | |
WantWorkLanguage_Java -6.654e+01 3.819e+02 -0.174 0.861682 | |
WantWorkLanguage_Python 1.814e+02 3.470e+02 0.523 0.601118 | |
WantWorkLanguage_Ruby -1.598e+03 5.057e+02 -3.159 0.001582 ** | |
WantWorkLanguage_SQL -2.588e+01 4.142e+02 -0.062 0.950182 | |
WantWorkLanguage_C -1.435e+02 5.036e+02 -0.285 0.775719 | |
WantWorkLanguage_Rust 1.523e+03 5.847e+02 2.605 0.009187 ** | |
WantWorkLanguage_Matlab -1.035e+03 9.622e+02 -1.076 0.282147 | |
WantWorkLanguage_R -9.907e+01 6.144e+02 -0.161 0.871894 | |
WantWorkLanguage_NA -2.502e+02 5.857e+02 -0.427 0.669184 | |
WantWorkLanguage_Clojure 1.767e+03 8.311e+02 2.126 0.033494 * | |
WantWorkLanguage_Elixir 3.468e+02 7.927e+02 0.437 0.661756 | |
WantWorkLanguage_Erlang 1.190e+03 9.147e+02 1.301 0.193181 | |
WantWorkLanguage_Haskell -5.076e+02 6.311e+02 -0.804 0.421222 | |
WantWorkLanguage_TypeScript -5.073e+02 4.687e+02 -1.082 0.279139 | |
WantWorkLanguage_JavaScript -1.430e+01 3.635e+02 -0.039 0.968606 | |
WantWorkLanguage_Julia -1.881e+03 1.283e+03 -1.466 0.142595 | |
WantWorkLanguage_Scala 6.838e+02 5.728e+02 1.194 0.232581 | |
WantWorkLanguage_F. 3.851e+03 6.824e+02 5.644 1.67e-08 *** | |
WantWorkLanguage_Go -3.751e+02 4.258e+02 -0.881 0.378416 | |
WantWorkLanguage_C. -5.017e+02 4.512e+02 -1.112 0.266254 | |
WantWorkLanguage_Objective.C -1.215e+03 7.126e+02 -1.705 0.088292 . | |
WantWorkLanguage_Assembly 3.563e+02 6.896e+02 0.517 0.605442 | |
WantWorkLanguage_C.. -9.778e+02 4.180e+02 -2.339 0.019335 * | |
WantWorkLanguage_VB.NET 9.821e+02 1.107e+03 0.887 0.374900 | |
WantWorkLanguage_Perl -1.437e+03 9.175e+02 -1.566 0.117312 | |
WantWorkLanguage_Hack -1.026e+03 1.551e+03 -0.661 0.508465 | |
WantWorkLanguage_PHP 3.660e+02 5.078e+02 0.721 0.471002 | |
WantWorkLanguage_Lua 8.186e+02 8.658e+02 0.946 0.344392 | |
WantWorkLanguage_Groovy -1.028e+02 1.038e+03 -0.099 0.921143 | |
WantWorkLanguage_CoffeeScript -1.918e+03 8.848e+02 -2.168 0.030156 * | |
WantWorkLanguage_Common.Lisp -1.570e+03 1.159e+03 -1.355 0.175473 | |
WantWorkLanguage_Dart -2.422e+03 1.276e+03 -1.898 0.057700 . | |
WantWorkLanguage_Smalltalk -2.896e+02 1.706e+03 -0.170 0.865248 | |
WantWorkLanguage_VBA -4.048e+02 1.481e+03 -0.273 0.784585 | |
WantWorkLanguage_Visual.Basic.6 -2.051e+02 1.780e+03 -0.115 0.908257 | |
HaveWorkedFramework_NA -2.432e+02 4.822e+02 -0.504 0.613993 | |
HaveWorkedFramework_.NET.Core -5.891e+02 5.126e+02 -1.149 0.250438 | |
HaveWorkedFramework_React 1.773e+03 5.263e+02 3.369 0.000754 *** | |
HaveWorkedFramework_AngularJS 1.600e+02 4.240e+02 0.377 0.705842 | |
HaveWorkedFramework_Node.js -6.057e+02 4.367e+02 -1.387 0.165498 | |
HaveWorkedFramework_Cordova -1.233e+03 6.579e+02 -1.874 0.060896 . | |
HaveWorkedFramework_Hadoop 1.585e+03 9.454e+02 1.677 0.093608 . | |
HaveWorkedFramework_Spark 1.168e+03 1.072e+03 1.089 0.276020 | |
HaveWorkedFramework_Firebase -9.160e+02 7.036e+02 -1.302 0.192983 | |
HaveWorkedFramework_Xamarin -9.792e+02 7.332e+02 -1.335 0.181723 | |
WantWorkFramework_NA -1.046e+02 4.705e+02 -0.222 0.824115 | |
WantWorkFramework_.NET.Core 9.881e+02 5.262e+02 1.878 0.060439 . | |
WantWorkFramework_Hadoop 2.544e+02 5.640e+02 0.451 0.652012 | |
WantWorkFramework_Node.js 5.571e+02 4.066e+02 1.370 0.170698 | |
WantWorkFramework_React 8.626e+02 4.037e+02 2.137 0.032618 * | |
WantWorkFramework_Spark -8.411e+01 6.726e+02 -0.125 0.900484 | |
WantWorkFramework_Xamarin 8.267e+01 5.300e+02 0.156 0.876050 | |
WantWorkFramework_AngularJS 1.171e+02 3.981e+02 0.294 0.768626 | |
WantWorkFramework_Cordova -5.520e-01 6.575e+02 -0.001 0.999330 | |
WantWorkFramework_Firebase -5.074e+02 5.867e+02 -0.865 0.387113 | |
HaveWorkedDatabase_NA 1.107e+03 5.232e+02 2.116 0.034342 * | |
HaveWorkedDatabase_MySQL 4.258e+02 3.957e+02 1.076 0.281857 | |
HaveWorkedDatabase_SQLite -3.645e+02 4.126e+02 -0.883 0.377045 | |
HaveWorkedDatabase_MongoDB -2.179e+02 4.276e+02 -0.510 0.610380 | |
HaveWorkedDatabase_Redis 1.268e+03 5.260e+02 2.410 0.015952 * | |
HaveWorkedDatabase_SQL.Server 4.351e+02 4.505e+02 0.966 0.334110 | |
HaveWorkedDatabase_PostgreSQL -7.442e+02 4.215e+02 -1.766 0.077473 . | |
HaveWorkedDatabase_Oracle 8.902e+02 4.776e+02 1.864 0.062322 . | |
HaveWorkedDatabase_Cassandra 1.499e+03 9.485e+02 1.580 0.114035 | |
WantWorkDatabase_NA -1.018e+03 4.859e+02 -2.094 0.036245 * | |
WantWorkDatabase_MySQL -1.580e+03 4.223e+02 -3.741 0.000183 *** | |
WantWorkDatabase_SQLite -4.469e+02 4.601e+02 -0.971 0.331369 | |
WantWorkDatabase_MongoDB -9.392e+02 3.902e+02 -2.407 0.016086 * | |
WantWorkDatabase_Redis -8.499e+02 4.584e+02 -1.854 0.063728 . | |
WantWorkDatabase_SQL.Server 1.651e+02 5.090e+02 0.324 0.745623 | |
WantWorkDatabase_PostgreSQL 8.900e+02 4.225e+02 2.106 0.035187 * | |
WantWorkDatabase_Cassandra -1.460e+02 5.583e+02 -0.262 0.793655 | |
WantWorkDatabase_Oracle -1.178e+03 5.866e+02 -2.008 0.044688 * | |
HaveWorkedPlatform_iOS 3.390e+02 6.287e+02 0.539 0.589709 | |
HaveWorkedPlatform_Amazon.Web.Services..AWS. 1.601e+03 4.190e+02 3.821 0.000133 *** | |
HaveWorkedPlatform_NA -1.131e+03 4.747e+02 -2.382 0.017230 * | |
HaveWorkedPlatform_Windows.Desktop -8.897e+02 4.305e+02 -2.067 0.038757 * | |
HaveWorkedPlatform_Linux.Desktop -1.521e+03 4.401e+02 -3.457 0.000547 *** | |
HaveWorkedPlatform_Mac.OS 1.035e+03 5.098e+02 2.030 0.042338 * | |
HaveWorkedPlatform_Android -6.611e+02 4.922e+02 -1.343 0.179220 | |
HaveWorkedPlatform_Microsoft.Azure -2.126e+02 5.820e+02 -0.365 0.714900 | |
HaveWorkedPlatform_Windows.Phone 8.456e+02 8.953e+02 0.944 0.344940 | |
HaveWorkedPlatform_Raspberry.Pi -3.128e+02 4.933e+02 -0.634 0.526075 | |
HaveWorkedPlatform_WordPress 5.411e+02 5.093e+02 1.062 0.288075 | |
HaveWorkedPlatform_Arduino -8.065e+02 5.973e+02 -1.350 0.176996 | |
HaveWorkedPlatform_Serverless 1.892e+03 1.181e+03 1.602 0.109179 | |
HaveWorkedPlatform_SharePoint -1.687e+03 8.989e+02 -1.877 0.060565 . | |
HaveWorkedPlatform_Mainframe -1.641e+03 1.475e+03 -1.113 0.265645 | |
HaveWorkedPlatform_Salesforce 3.042e+03 1.031e+03 2.950 0.003177 ** | |
WantWorkPlatform_iOS 2.136e+01 4.755e+02 0.045 0.964168 | |
WantWorkPlatform_Linux.Desktop 3.297e+02 4.430e+02 0.744 0.456681 | |
WantWorkPlatform_Raspberry.Pi -1.045e+03 4.090e+02 -2.554 0.010649 * | |
WantWorkPlatform_Amazon.Web.Services..AWS. 1.704e+03 3.863e+02 4.410 1.04e-05 *** | |
WantWorkPlatform_NA -2.328e+02 4.785e+02 -0.487 0.626516 | |
WantWorkPlatform_Windows.Desktop -4.383e+02 4.753e+02 -0.922 0.356386 | |
WantWorkPlatform_Mac.OS 5.172e+01 5.144e+02 0.101 0.919916 | |
WantWorkPlatform_Arduino 3.221e+02 4.994e+02 0.645 0.518949 | |
WantWorkPlatform_Serverless 3.921e+02 7.125e+02 0.550 0.582059 | |
WantWorkPlatform_Microsoft.Azure 1.149e+03 5.446e+02 2.110 0.034902 * | |
WantWorkPlatform_Android -2.163e+01 3.886e+02 -0.056 0.955603 | |
WantWorkPlatform_Windows.Phone -1.242e+03 8.189e+02 -1.517 0.129226 | |
WantWorkPlatform_WordPress -4.046e+02 6.636e+02 -0.610 0.542115 | |
WantWorkPlatform_Salesforce -2.274e+03 1.159e+03 -1.962 0.049789 * | |
WantWorkPlatform_Mainframe 3.311e+03 1.488e+03 2.224 0.026125 * | |
WantWorkPlatform_SharePoint -1.965e+03 1.157e+03 -1.698 0.089591 . | |
IDE_Atom -1.183e+03 3.854e+02 -3.069 0.002147 ** | |
IDE_Xcode -1.367e+03 6.743e+02 -2.028 0.042584 * | |
IDE_Notepad.. -1.253e+03 3.284e+02 -3.815 0.000136 *** | |
IDE_Vim 7.883e+02 3.587e+02 2.198 0.027989 * | |
IDE_PyCharm -2.240e+02 5.403e+02 -0.415 0.678481 | |
IDE_RubyMine -4.036e+02 1.153e+03 -0.350 0.726287 | |
IDE_Visual.Studio 4.574e+02 4.727e+02 0.968 0.333227 | |
IDE_Visual.Studio.Code 2.983e+02 4.040e+02 0.738 0.460332 | |
IDE_Sublime.Text 3.162e+02 3.328e+02 0.950 0.342017 | |
IDE_IntelliJ 6.229e+02 4.093e+02 1.522 0.128062 | |
IDE_TextMate -1.540e+02 1.286e+03 -0.120 0.904691 | |
IDE_IPython...Jupyter -5.729e+02 6.821e+02 -0.840 0.400936 | |
IDE_NetBeans -4.953e+02 5.431e+02 -0.912 0.361812 | |
IDE_NA -2.061e+03 8.679e+02 -2.375 0.017549 * | |
IDE_Emacs -2.425e+02 6.670e+02 -0.364 0.716187 | |
IDE_Coda 3.146e+03 1.786e+03 1.761 0.078164 . | |
IDE_PHPStorm -2.244e+02 5.843e+02 -0.384 0.700893 | |
IDE_Android.Studio 2.912e+02 5.224e+02 0.557 0.577267 | |
IDE_RStudio -4.573e+02 1.094e+03 -0.418 0.676075 | |
IDE_Komodo 2.690e+03 1.683e+03 1.598 0.109964 | |
IDE_Eclipse -3.712e+02 3.941e+02 -0.942 0.346310 | |
IDE_Light.Table -6.394e+03 3.257e+03 -1.963 0.049616 * | |
IDE_Zend -3.674e+03 2.147e+03 -1.711 0.087045 . | |
AuditoryEnvironment_Turn.on.some.music -5.576e+02 9.338e+02 -0.597 0.550414 | |
AuditoryEnvironment_Put.on.some.ambient.sounds..e.g..whale.songs..forest.sounds. -7.484e+02 1.053e+03 -0.711 0.477238 | |
AuditoryEnvironment_NA 1.987e+03 1.389e+03 1.431 0.152550 | |
AuditoryEnvironment_Keep.the.room.absolutely.quiet -7.269e+02 9.595e+02 -0.758 0.448721 | |
AuditoryEnvironment_Something.else -9.598e+02 1.181e+03 -0.813 0.416347 | |
AuditoryEnvironment_Put.on.a.movie.or.TV.show -2.988e+02 1.195e+03 -0.250 0.802577 | |
AuditoryEnvironment_Turn.on.the.news.or.talk.radio NA NA NA NA | |
Methodology_NA -1.093e+03 5.445e+02 -2.007 0.044802 * | |
Methodology_Agile 5.482e+02 4.269e+02 1.284 0.199185 | |
Methodology_Lean -1.104e+03 4.843e+02 -2.279 0.022683 * | |
Methodology_Scrum -4.123e+01 3.865e+02 -0.107 0.915029 | |
Methodology_Extreme -2.530e+02 4.460e+02 -0.567 0.570530 | |
Methodology_Pair -3.395e+02 3.602e+02 -0.943 0.345922 | |
Methodology_Kanban 9.026e+02 3.790e+02 2.382 0.017234 * | |
Methodology_Domain.driven.design 4.002e+02 5.083e+02 0.787 0.431010 | |
Methodology_Waterfall -3.900e+02 3.835e+02 -1.017 0.309244 | |
Methodology_PRINCE2 4.838e+02 1.033e+03 0.469 0.639375 | |
Methodology_Mob 1.765e+03 7.626e+02 2.315 0.020610 * | |
Methodology_Evidence.based.SWE -3.872e+02 7.624e+02 -0.508 0.611509 | |
VersionControl_NA -1.146e+03 2.465e+03 -0.465 0.642066 | |
VersionControl_Git -6.031e+03 2.411e+03 -2.502 0.012359 * | |
VersionControl_Mercurial -6.254e+03 2.635e+03 -2.374 0.017613 * | |
VersionControl_Zip.file.back.ups -3.945e+03 2.638e+03 -1.496 0.134752 | |
VersionControl_Team.Foundation.Server -5.620e+03 2.473e+03 -2.272 0.023067 * | |
VersionControl_Subversion -5.546e+03 2.449e+03 -2.265 0.023525 * | |
VersionControl_I.use.some.other.system -1.982e+03 2.550e+03 -0.777 0.436989 | |
VersionControl_I.don.t.use.version.control -3.198e+03 2.511e+03 -1.273 0.202926 | |
VersionControl_Visual.Source.Safe -7.199e+03 3.061e+03 -2.352 0.018669 * | |
VersionControl_Copying.and.pasting.files.to.network.shares -6.162e+03 2.678e+03 -2.301 0.021397 * | |
VersionControl_Rational.ClearCase NA NA NA NA | |
MetricAssess_NA -2.052e+03 6.408e+02 -3.203 0.001362 ** | |
MetricAssess_Customer.satisfaction -9.132e+02 3.803e+02 -2.401 0.016339 * | |
MetricAssess_On.time.in.budget -2.037e+02 3.575e+02 -0.570 0.568817 | |
MetricAssess_Peers..rating 1.552e+03 3.558e+02 4.363 1.29e-05 *** | |
MetricAssess_Self.rating 2.465e+01 3.727e+02 0.066 0.947258 | |
MetricAssess_Benchmarked.product.performance -5.054e+02 3.542e+02 -1.427 0.153642 | |
MetricAssess_Manager.s.rating 1.192e+03 3.797e+02 3.140 0.001692 ** | |
MetricAssess_Other 9.021e+02 9.085e+02 0.993 0.320718 | |
MetricAssess_Revenue.performance 6.458e+02 3.854e+02 1.675 0.093862 . | |
MetricAssess_Release.frequency -5.417e+02 5.257e+02 -1.030 0.302865 | |
MetricAssess_Bugs.found -6.641e+02 4.314e+02 -1.539 0.123723 | |
MetricAssess_Hours.worked -2.701e+03 4.830e+02 -5.591 2.27e-08 *** | |
MetricAssess_Commit.frequency -1.343e+03 6.114e+02 -2.197 0.028018 * | |
MetricAssess_Lines.of.code 3.716e+02 7.616e+02 0.488 0.625587 | |
StackOverflowDevices_Desktop -5.993e+02 2.378e+03 -0.252 0.801017 | |
StackOverflowDevices_iOS.app -8.690e+02 6.696e+02 -1.298 0.194333 | |
StackOverflowDevices_iOS.browser 1.260e+03 4.177e+02 3.017 0.002556 ** | |
StackOverflowDevices_Android.browser 2.764e+01 3.253e+02 0.085 0.932282 | |
StackOverflowDevices_Android.app 3.675e+02 4.697e+02 0.782 0.434034 | |
StackOverflowDevices_NA 1.024e+02 2.486e+03 0.041 0.967131 | |
StackOverflowDevices_Other.phone.browser 1.823e+02 8.693e+02 0.210 0.833844 | |
Gender_Male -6.322e+02 1.471e+03 -0.430 0.667440 | |
Gender_NA -4.509e+01 1.660e+03 -0.027 0.978323 | |
Gender_Female -6.530e+02 1.516e+03 -0.431 0.666653 | |
Gender_Gender.non.conforming 1.812e+02 1.679e+03 0.108 0.914085 | |
Gender_Other -1.544e+03 1.482e+03 -1.042 0.297543 | |
Gender_Transgender 1.098e+03 2.053e+03 0.535 0.592873 | |
Race_White.or.of.European.descent 2.245e+03 6.680e+02 3.361 0.000778 *** | |
Race_NA -3.593e+03 8.482e+02 -4.236 2.28e-05 *** | |
Race_Hispanic.or.Latino.Latina 5.275e+02 8.254e+02 0.639 0.522762 | |
Race_Native.American..Pacific.Islander..or.Indigenous.Australian 5.004e+03 1.589e+03 3.148 0.001644 ** | |
Race_I.prefer.not.to.say -3.627e+03 1.068e+03 -3.395 0.000687 *** | |
Race_South.Asian -3.056e+03 7.995e+02 -3.823 0.000132 *** | |
Race_Middle.Eastern -1.109e+03 9.657e+02 -1.149 0.250630 | |
Race_I.don.t.know -2.900e+03 1.141e+03 -2.541 0.011071 * | |
Race_East.Asian -2.794e+03 8.453e+02 -3.306 0.000947 *** | |
Race_Black.or.of.African.descent -9.221e+02 1.109e+03 -0.831 0.405868 | |
--- | |
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 | |
Residual standard error: 26130 on 50716 degrees of freedom | |
Multiple R-squared: 0.3224, Adjusted R-squared: 0.3133 | |
F-statistic: 35.74 on 675 and 50716 DF, p-value: < 2.2e-16 | |
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TabsSpaces_Spaces 1.155e+04 7.264e+02 15.903 < 2e-16 *** | |
TabsSpaces_Tabs 9.321e+03 7.089e+02 13.148 < 2e-16 *** | |
TabsSpaces_Both 8.697e+03 7.389e+02 11.769 < 2e-16 *** | |
Professional_Student 7.344e+03 1.284e+03 5.721 1.07e-08 *** | |
LearnedHiring_An.external.recruiter.or.headhunter 6.869e+03 7.941e+02 8.649 < 2e-16 *** | |
ImportantBenefits_NA 6.325e+03 8.694e+02 7.276 3.50e-13 *** | |
CompanyType_Venture.funded.startup 5.945e+03 1.531e+03 3.883 0.000103 *** | |
CompanyType_Publicly.traded.corporation 5.447e+03 1.469e+03 3.709 0.000208 *** | |
LearnedHiring_A.tech.specific.job.board 4.554e+03 1.064e+03 4.278 1.89e-05 *** | |
NonDeveloperType_Designer.or.illustrator 4.366e+03 1.216e+03 3.592 0.000329 *** | |
LearnedHiring_NA 4.334e+03 7.636e+02 5.676 1.39e-08 *** | |
LearnedHiring_I.was.contacted.directly.by.someone.at.the.company..e.g..internal.recruiter. 3.982e+03 7.509e+02 5.303 1.14e-07 *** | |
JobProfile_Hired.com 3.954e+03 1.015e+03 3.895 9.84e-05 *** | |
WantWorkLanguage_F. 3.851e+03 6.824e+02 5.644 1.67e-08 *** | |
EducationTypes_NA 3.359e+03 5.797e+02 5.795 6.89e-09 *** | |
LearnedHiring_A.friend..family.member..or.former.colleague.told.me 3.344e+03 7.132e+02 4.689 2.75e-06 *** | |
DeveloperType_Other 3.185e+03 5.863e+02 5.433 5.58e-08 *** | |
LearnedHiring_I.visited.the.company.s.Web.site.and.found.a.job.listing.there 2.963e+03 8.579e+02 3.453 0.000554 *** | |
JobProfile_NA 2.920e+03 6.507e+02 4.488 7.20e-06 *** | |
HaveWorkedLanguage_Objective.C 2.799e+03 7.616e+02 3.675 0.000238 *** | |
ImportantBenefits_Retirement 2.262e+03 3.736e+02 6.053 1.43e-09 *** | |
Race_White.or.of.European.descent 2.245e+03 6.680e+02 3.361 0.000778 *** | |
JobProfile_Other 2.197e+03 5.312e+02 4.136 3.55e-05 *** | |
EducationTypes_Hackathon 2.141e+03 3.859e+02 5.547 2.91e-08 *** | |
HaveWorkedFramework_React 1.773e+03 5.263e+02 3.369 0.000754 *** | |
WantWorkPlatform_Amazon.Web.Services..AWS. 1.704e+03 3.863e+02 4.410 1.04e-05 *** | |
HaveWorkedPlatform_Amazon.Web.Services..AWS. 1.601e+03 4.190e+02 3.821 0.000133 *** | |
MetricAssess_Peers..rating 1.552e+03 3.558e+02 4.363 1.29e-05 *** | |
ClickyKeys 1.508e+03 2.570e+02 5.868 4.43e-09 *** | |
InterestedAnswers 1.490e+03 1.824e+02 8.170 3.15e-16 *** | |
ImportantBenefits_Vacation.days.off 1.424e+03 3.326e+02 4.282 1.86e-05 *** | |
ImportantBenefits_Remote.options 1.241e+03 3.351e+02 3.702 0.000214 *** | |
ProjectManagement 6.617e+02 1.641e+02 4.032 5.55e-05 *** | |
DiversityImportant 6.243e+02 1.537e+02 4.062 4.87e-05 *** | |
StackOverflowAdsRelevant 5.779e+02 1.716e+02 3.368 0.000756 *** | |
CareerSatisfaction 2.818e+02 8.048e+01 3.501 0.000463 *** | |
YearsCodedJob 2.502e+02 3.621e+01 6.909 4.92e-12 *** | |
YearsProgram 1.682e+02 3.244e+01 5.186 2.15e-07 *** | |
ExpectedSalary -1.745e-01 1.309e-02 -13.335 < 2e-16 *** | |
StackOverflowSatisfaction -2.969e+02 8.935e+01 -3.323 0.000891 *** | |
OtherPeoplesCode -5.624e+02 1.645e+02 -3.419 0.000629 *** | |
StackOverflowAdsDistracting -6.122e+02 1.764e+02 -3.471 0.000519 *** | |
InTheZone -6.295e+02 1.801e+02 -3.496 0.000473 *** | |
YearsCodedJobPast -7.116e+02 1.275e+02 -5.580 2.42e-08 *** | |
SurveyLong -9.906e+02 1.446e+02 -6.849 7.54e-12 *** | |
IDE_Notepad.. -1.253e+03 3.284e+02 -3.815 0.000136 *** | |
EducationTypes_Part.time.evening.course -1.517e+03 4.383e+02 -3.461 0.000539 *** | |
HaveWorkedPlatform_Linux.Desktop -1.521e+03 4.401e+02 -3.457 0.000547 *** | |
WantWorkDatabase_MySQL -1.580e+03 4.223e+02 -3.741 0.000183 *** | |
MetricAssess_Hours.worked -2.701e+03 4.830e+02 -5.591 2.27e-08 *** | |
Race_East.Asian -2.794e+03 8.453e+02 -3.306 0.000947 *** | |
Race_South.Asian -3.056e+03 7.995e+02 -3.823 0.000132 *** | |
HomeRemote_Never -3.199e+03 6.880e+02 -4.650 3.33e-06 *** | |
HomeRemote_It.s.complicated -3.279e+03 8.914e+02 -3.678 0.000235 *** | |
Race_NA -3.593e+03 8.482e+02 -4.236 2.28e-05 *** | |
Race_I.prefer.not.to.say -3.627e+03 1.068e+03 -3.395 0.000687 *** |
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