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Stack Overflow Developer Surveys (2015-2020)

Annual Stack Overflow Developer Surveys

@kaggle.haakakak_stack_overflow_developer_surveys_20152020

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About this Dataset

Stack Overflow Developer Surveys (2015-2020)

Context

Stack Overflow publicly releases its annual developer survey since 2011. The questions range from occupation and salary to favorite IDEs and programming languages (the 2015 survey even included a question about caffeinated beverages!).

Content

This repository contains the raw survey results from 2015 to 2020 -- before 2015, Stack Overflow did not include data scientists in their occupation, so I do not include those years. Each folder (except 2015) has a schema and the raw survey results. The "Tools of the Trade" Notebook has code to load in and analyze the datasets.

Acknowledgements

All credit to Stack Overflow. I just downloaded the surveys and uploaded them :). All the data can be found here: https://insights.stackoverflow.com/survey/.

Tables

N 2015 Stack Overflow Developer Survey Responses

@kaggle.haakakak_stack_overflow_developer_surveys_20152020.n_2015_stack_overflow_developer_survey_responses
  • 1.27 MB
  • 26,087 rows
  • 222 columns
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CREATE TABLE n_2015_stack_overflow_developer_survey_responses (
  "unnamed_0" VARCHAR  -- Unnamed: 0,
  "unnamed_1" VARCHAR  -- Unnamed: 1,
  "unnamed_2" VARCHAR  -- Unnamed: 2,
  "unnamed_3" VARCHAR  -- Unnamed: 3,
  "unnamed_4" VARCHAR  -- Unnamed: 4,
  "unnamed_5" VARCHAR  -- Unnamed: 5,
  "unnamed_6" VARCHAR  -- Unnamed: 6,
  "unnamed_7" VARCHAR  -- Unnamed: 7,
  "select_all_that_apply" VARCHAR,
  "unnamed_9" VARCHAR  -- Unnamed: 9,
  "unnamed_10" VARCHAR  -- Unnamed: 10,
  "unnamed_11" VARCHAR  -- Unnamed: 11,
  "unnamed_12" VARCHAR  -- Unnamed: 12,
  "unnamed_13" VARCHAR  -- Unnamed: 13,
  "unnamed_14" VARCHAR  -- Unnamed: 14,
  "unnamed_15" VARCHAR  -- Unnamed: 15,
  "unnamed_16" VARCHAR  -- Unnamed: 16,
  "unnamed_17" VARCHAR  -- Unnamed: 17,
  "unnamed_18" VARCHAR  -- Unnamed: 18,
  "unnamed_19" VARCHAR  -- Unnamed: 19,
  "unnamed_20" VARCHAR  -- Unnamed: 20,
  "unnamed_21" VARCHAR  -- Unnamed: 21,
  "unnamed_22" VARCHAR  -- Unnamed: 22,
  "unnamed_23" VARCHAR  -- Unnamed: 23,
  "unnamed_24" VARCHAR  -- Unnamed: 24,
  "unnamed_25" VARCHAR  -- Unnamed: 25,
  "unnamed_26" VARCHAR  -- Unnamed: 26,
  "unnamed_27" VARCHAR  -- Unnamed: 27,
  "unnamed_28" VARCHAR  -- Unnamed: 28,
  "unnamed_29" VARCHAR  -- Unnamed: 29,
  "unnamed_30" VARCHAR  -- Unnamed: 30,
  "unnamed_31" VARCHAR  -- Unnamed: 31,
  "unnamed_32" VARCHAR  -- Unnamed: 32,
  "unnamed_33" VARCHAR  -- Unnamed: 33,
  "unnamed_34" VARCHAR  -- Unnamed: 34,
  "unnamed_35" VARCHAR  -- Unnamed: 35,
  "unnamed_36" VARCHAR  -- Unnamed: 36,
  "unnamed_37" VARCHAR  -- Unnamed: 37,
  "unnamed_38" VARCHAR  -- Unnamed: 38,
  "unnamed_39" VARCHAR  -- Unnamed: 39,
  "unnamed_40" VARCHAR  -- Unnamed: 40,
  "unnamed_41" VARCHAR  -- Unnamed: 41,
  "unnamed_42" VARCHAR  -- Unnamed: 42,
  "unnamed_43" VARCHAR  -- Unnamed: 43,
  "unnamed_44" VARCHAR  -- Unnamed: 44,
  "unnamed_45" VARCHAR  -- Unnamed: 45,
  "unnamed_46" VARCHAR  -- Unnamed: 46,
  "unnamed_47" VARCHAR  -- Unnamed: 47,
  "unnamed_48" VARCHAR  -- Unnamed: 48,
  "unnamed_49" VARCHAR  -- Unnamed: 49,
  "unnamed_50" VARCHAR  -- Unnamed: 50,
  "select_all_that_apply_1" VARCHAR,
  "unnamed_52" VARCHAR  -- Unnamed: 52,
  "unnamed_53" VARCHAR  -- Unnamed: 53,
  "unnamed_54" VARCHAR  -- Unnamed: 54,
  "unnamed_55" VARCHAR  -- Unnamed: 55,
  "unnamed_56" VARCHAR  -- Unnamed: 56,
  "unnamed_57" VARCHAR  -- Unnamed: 57,
  "unnamed_58" VARCHAR  -- Unnamed: 58,
  "unnamed_59" VARCHAR  -- Unnamed: 59,
  "unnamed_60" VARCHAR  -- Unnamed: 60,
  "unnamed_61" VARCHAR  -- Unnamed: 61,
  "unnamed_62" VARCHAR  -- Unnamed: 62,
  "unnamed_63" VARCHAR  -- Unnamed: 63,
  "unnamed_64" VARCHAR  -- Unnamed: 64,
  "unnamed_65" VARCHAR  -- Unnamed: 65,
  "unnamed_66" VARCHAR  -- Unnamed: 66,
  "unnamed_67" VARCHAR  -- Unnamed: 67,
  "unnamed_68" VARCHAR  -- Unnamed: 68,
  "unnamed_69" VARCHAR  -- Unnamed: 69,
  "unnamed_70" VARCHAR  -- Unnamed: 70,
  "unnamed_71" VARCHAR  -- Unnamed: 71,
  "unnamed_72" VARCHAR  -- Unnamed: 72,
  "unnamed_73" VARCHAR  -- Unnamed: 73,
  "unnamed_74" VARCHAR  -- Unnamed: 74,
  "unnamed_75" VARCHAR  -- Unnamed: 75,
  "unnamed_76" VARCHAR  -- Unnamed: 76,
  "unnamed_77" VARCHAR  -- Unnamed: 77,
  "unnamed_78" VARCHAR  -- Unnamed: 78,
  "unnamed_79" VARCHAR  -- Unnamed: 79,
  "unnamed_80" VARCHAR  -- Unnamed: 80,
  "unnamed_81" VARCHAR  -- Unnamed: 81,
  "unnamed_82" VARCHAR  -- Unnamed: 82,
  "unnamed_83" VARCHAR  -- Unnamed: 83,
  "unnamed_84" VARCHAR  -- Unnamed: 84,
  "unnamed_85" VARCHAR  -- Unnamed: 85,
  "unnamed_86" VARCHAR  -- Unnamed: 86,
  "unnamed_87" VARCHAR  -- Unnamed: 87,
  "unnamed_88" VARCHAR  -- Unnamed: 88,
  "unnamed_89" VARCHAR  -- Unnamed: 89,
  "unnamed_90" VARCHAR  -- Unnamed: 90,
  "unnamed_91" VARCHAR  -- Unnamed: 91,
  "unnamed_92" VARCHAR  -- Unnamed: 92,
  "unnamed_93" VARCHAR  -- Unnamed: 93,
  "select_all_that_apply_2" VARCHAR,
  "unnamed_95" VARCHAR  -- Unnamed: 95,
  "unnamed_96" VARCHAR  -- Unnamed: 96,
  "unnamed_97" VARCHAR  -- Unnamed: 97,
  "unnamed_98" VARCHAR  -- Unnamed: 98,
  "unnamed_99" VARCHAR  -- Unnamed: 99
);

N 2016 Stack Overflow Survey Responses

@kaggle.haakakak_stack_overflow_developer_surveys_20152020.n_2016_stack_overflow_survey_responses
  • 3.77 MB
  • 56,030 rows
  • 66 columns
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CREATE TABLE n_2016_stack_overflow_survey_responses (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "collector" VARCHAR,
  "country" VARCHAR,
  "un_subregion" VARCHAR,
  "so_region" VARCHAR,
  "age_range" VARCHAR,
  "age_midpoint" DOUBLE,
  "gender" VARCHAR,
  "self_identification" VARCHAR,
  "occupation" VARCHAR,
  "occupation_group" VARCHAR,
  "experience_range" VARCHAR,
  "experience_midpoint" DOUBLE,
  "salary_range" VARCHAR,
  "salary_midpoint" DOUBLE,
  "big_mac_index" DOUBLE,
  "tech_do" VARCHAR,
  "tech_want" VARCHAR,
  "aliens" VARCHAR,
  "programming_ability" DOUBLE,
  "employment_status" VARCHAR,
  "industry" VARCHAR,
  "company_size_range" VARCHAR,
  "team_size_range" VARCHAR,
  "women_on_team" VARCHAR,
  "remote" VARCHAR,
  "job_satisfaction" VARCHAR,
  "job_discovery" VARCHAR,
  "dev_environment" VARCHAR,
  "commit_frequency" VARCHAR,
  "hobby" VARCHAR,
  "dogs_vs_cats" VARCHAR,
  "desktop_os" VARCHAR,
  "unit_testing" VARCHAR,
  "rep_range" VARCHAR,
  "visit_frequency" VARCHAR,
  "why_learn_new_tech" VARCHAR,
  "education" VARCHAR,
  "open_to_new_job" VARCHAR,
  "new_job_value" VARCHAR,
  "job_search_annoyance" VARCHAR,
  "interview_likelihood" VARCHAR,
  "how_to_improve_interview_process" VARCHAR,
  "star_wars_vs_star_trek" VARCHAR,
  "agree_tech" VARCHAR,
  "agree_notice" VARCHAR,
  "agree_problemsolving" VARCHAR,
  "agree_diversity" VARCHAR,
  "agree_adblocker" VARCHAR,
  "agree_alcohol" VARCHAR,
  "agree_loveboss" VARCHAR,
  "agree_nightcode" VARCHAR,
  "agree_legacy" VARCHAR,
  "agree_mars" VARCHAR,
  "important_variety" VARCHAR,
  "important_control" VARCHAR,
  "important_sameend" VARCHAR,
  "important_newtech" VARCHAR,
  "important_buildnew" VARCHAR,
  "important_buildexisting" VARCHAR,
  "important_promotion" VARCHAR,
  "important_companymission" VARCHAR,
  "important_wfh" VARCHAR,
  "important_ownoffice" VARCHAR,
  "developer_challenges" VARCHAR,
  "why_stack_overflow" VARCHAR
);

Survey Results Public

@kaggle.haakakak_stack_overflow_developer_surveys_20152020.survey_results_public
  • 5.1 MB
  • 51,392 rows
  • 154 columns
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CREATE TABLE survey_results_public (
  "respondent" BIGINT,
  "professional" VARCHAR,
  "programhobby" VARCHAR,
  "country" VARCHAR,
  "university" VARCHAR,
  "employmentstatus" VARCHAR,
  "formaleducation" VARCHAR,
  "majorundergrad" VARCHAR,
  "homeremote" VARCHAR,
  "companysize" VARCHAR,
  "companytype" VARCHAR,
  "yearsprogram" VARCHAR,
  "yearscodedjob" VARCHAR,
  "yearscodedjobpast" VARCHAR,
  "developertype" VARCHAR,
  "webdevelopertype" VARCHAR,
  "mobiledevelopertype" VARCHAR,
  "nondevelopertype" VARCHAR,
  "careersatisfaction" DOUBLE,
  "jobsatisfaction" DOUBLE,
  "excoderreturn" VARCHAR,
  "excodernotforme" VARCHAR,
  "excoderbalance" VARCHAR,
  "excoder10years" VARCHAR,
  "excoderbelonged" VARCHAR,
  "excoderskills" VARCHAR,
  "excoderwillnotcode" VARCHAR,
  "excoderactive" VARCHAR,
  "pronouncegif" VARCHAR,
  "problemsolving" VARCHAR,
  "buildingthings" VARCHAR,
  "learningnewtech" VARCHAR,
  "boringdetails" VARCHAR,
  "jobsecurity" VARCHAR,
  "diversityimportant" VARCHAR,
  "annoyingui" VARCHAR,
  "friendsdevelopers" VARCHAR,
  "rightwrongway" VARCHAR,
  "understandcomputers" VARCHAR,
  "seriouswork" VARCHAR,
  "investtimetools" VARCHAR,
  "workpaycare" VARCHAR,
  "kinshipdevelopers" VARCHAR,
  "challengemyself" VARCHAR,
  "competepeers" VARCHAR,
  "changeworld" VARCHAR,
  "jobseekingstatus" VARCHAR,
  "hoursperweek" DOUBLE,
  "lastnewjob" VARCHAR,
  "assessjobindustry" VARCHAR,
  "assessjobrole" VARCHAR,
  "assessjobexp" VARCHAR,
  "assessjobdept" VARCHAR,
  "assessjobtech" VARCHAR,
  "assessjobprojects" VARCHAR,
  "assessjobcompensation" VARCHAR,
  "assessjoboffice" VARCHAR,
  "assessjobcommute" VARCHAR,
  "assessjobremote" VARCHAR,
  "assessjobleaders" VARCHAR,
  "assessjobprofdevel" VARCHAR,
  "assessjobdiversity" VARCHAR,
  "assessjobproduct" VARCHAR,
  "assessjobfinances" VARCHAR,
  "importantbenefits" VARCHAR,
  "clickykeys" VARCHAR,
  "jobprofile" VARCHAR,
  "resumeprompted" VARCHAR,
  "learnedhiring" VARCHAR,
  "importanthiringalgorithms" VARCHAR,
  "importanthiringtechexp" VARCHAR,
  "importanthiringcommunication" VARCHAR,
  "importanthiringopensource" VARCHAR,
  "importanthiringpmexp" VARCHAR,
  "importanthiringcompanies" VARCHAR,
  "importanthiringtitles" VARCHAR,
  "importanthiringeducation" VARCHAR,
  "importanthiringrep" VARCHAR,
  "importanthiringgettingthingsdone" VARCHAR,
  "currency" VARCHAR,
  "overpaid" VARCHAR,
  "tabsspaces" VARCHAR,
  "educationimportant" VARCHAR,
  "educationtypes" VARCHAR,
  "selftaughttypes" VARCHAR,
  "timeafterbootcamp" VARCHAR,
  "cousineducation" VARCHAR,
  "workstart" VARCHAR,
  "haveworkedlanguage" VARCHAR,
  "wantworklanguage" VARCHAR,
  "haveworkedframework" VARCHAR,
  "wantworkframework" VARCHAR,
  "haveworkeddatabase" VARCHAR,
  "wantworkdatabase" VARCHAR,
  "haveworkedplatform" VARCHAR,
  "wantworkplatform" VARCHAR,
  "ide" VARCHAR,
  "auditoryenvironment" VARCHAR,
  "methodology" VARCHAR,
  "versioncontrol" VARCHAR
);

Survey Results Schema

@kaggle.haakakak_stack_overflow_developer_surveys_20152020.survey_results_schema
  • 12.37 kB
  • 154 rows
  • 2 columns
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CREATE TABLE survey_results_schema (
  "column" VARCHAR,
  "question" VARCHAR
);

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