Dataset: Stack Overflow 2022 Developer Survey

About this Dataset

Stack Overflow 2022 Developer Survey

Context

This is the voice of the developer. Analysts, IT leaders, reporters, and other developers turn to this report to stay up to date with the evolving developer experience, technologies that are rising or falling in favor, and to understand where tech might be going next.

In May 2022 over 90,000 developers responded to our annual survey about how they learn and level up, which tools they're using, and which ones they want.

This year, we went deep into AI/ML to capture how developers are thinking about it and using it in their workflows. Stack Overflow is investing heavily in enhancing the developer experience across our products, using AI and other technology, to get people to solutions faster. Stack Overflow Labs is where we're sharing all we're doing - check it out for a deep dive on AI/ML insights as well as see what we're experimenting with so far.

Happy reading!

Content

This 2022 Developer Survey results are organized on Kaggle in two tables:

survey_results_public.csv - CSV file with main survey results, one respondent per row and one column per answer
survey_results_schema.csv - CSV file with survey schema, i.e., the questions that correspond to each column name

Acknowledgment

Massive, heartfelt thanks to all Stack Overflow contributors and lurking developers of the world who took part in the survey this year. We value your generous participation more than you know. <3

Inspiration

At Stack Overflow, we put developers first and want all developers to feel welcome and included on our site. Can we use our annual survey to understand what kinds of users are less likely to identify as part of our community, participate, or feel kinship with fellow developers? Check out our blog post for more details.

Tables

Survey Results Schema

@kaggle.ebrahimelgazar_stack_overflow_2022_developer_survey.survey_results_schema

16.89 KB
79 rows
6 columns


CREATE TABLE survey_results_schema (
  "qid" VARCHAR,
  "qname" VARCHAR,
  "question" VARCHAR,
  "force_resp" VARCHAR,
  "type" VARCHAR,
  "selector" VARCHAR
);

Survey Results Public

@kaggle.ebrahimelgazar_stack_overflow_2022_developer_survey.survey_results_public

6.89 MB
73268 rows
79 columns


CREATE TABLE survey_results_public (
  "responseid" BIGINT,
  "mainbranch" VARCHAR,
  "employment" VARCHAR,
  "remotework" VARCHAR,
  "codingactivities" VARCHAR,
  "edlevel" VARCHAR,
  "learncode" VARCHAR,
  "learncodeonline" VARCHAR,
  "learncodecoursescert" VARCHAR,
  "yearscode" VARCHAR,
  "yearscodepro" VARCHAR,
  "devtype" VARCHAR,
  "orgsize" VARCHAR,
  "purchaseinfluence" VARCHAR,
  "buynewtool" VARCHAR,
  "country" VARCHAR,
  "currency" VARCHAR,
  "comptotal" DOUBLE,
  "compfreq" VARCHAR,
  "languagehaveworkedwith" VARCHAR,
  "languagewanttoworkwith" VARCHAR,
  "databasehaveworkedwith" VARCHAR,
  "databasewanttoworkwith" VARCHAR,
  "platformhaveworkedwith" VARCHAR,
  "platformwanttoworkwith" VARCHAR,
  "webframehaveworkedwith" VARCHAR,
  "webframewanttoworkwith" VARCHAR,
  "misctechhaveworkedwith" VARCHAR,
  "misctechwanttoworkwith" VARCHAR,
  "toolstechhaveworkedwith" VARCHAR,
  "toolstechwanttoworkwith" VARCHAR,
  "newcollabtoolshaveworkedwith" VARCHAR,
  "newcollabtoolswanttoworkwith" VARCHAR,
  "opsysprofessional_use" VARCHAR,
  "opsyspersonal_use" VARCHAR,
  "versioncontrolsystem" VARCHAR,
  "vcinteraction" VARCHAR,
  "vchostingpersonal_use" VARCHAR,
  "vchostingprofessional_use" VARCHAR,
  "officestackasynchaveworkedwith" VARCHAR,
  "officestackasyncwanttoworkwith" VARCHAR,
  "officestacksynchaveworkedwith" VARCHAR,
  "officestacksyncwanttoworkwith" VARCHAR,
  "blockchain" VARCHAR,
  "newsosites" VARCHAR,
  "sovisitfreq" VARCHAR,
  "soaccount" VARCHAR,
  "sopartfreq" VARCHAR,
  "socomm" VARCHAR,
  "age" VARCHAR,
  "gender" VARCHAR,
  "trans" VARCHAR,
  "sexuality" VARCHAR,
  "ethnicity" VARCHAR,
  "accessibility" VARCHAR,
  "mentalhealth" VARCHAR,
  "tbranch" VARCHAR,
  "icorpm" VARCHAR,
  "workexp" DOUBLE,
  "knowledge_1" VARCHAR,
  "knowledge_2" VARCHAR,
  "knowledge_3" VARCHAR,
  "knowledge_4" VARCHAR,
  "knowledge_5" VARCHAR,
  "knowledge_6" VARCHAR,
  "knowledge_7" VARCHAR,
  "frequency_1" VARCHAR,
  "frequency_2" VARCHAR,
  "frequency_3" VARCHAR,
  "timesearching" VARCHAR,
  "timeanswering" VARCHAR,
  "onboarding" VARCHAR,
  "professionaltech" VARCHAR,
  "truefalse_1" VARCHAR,
  "truefalse_2" VARCHAR,
  "truefalse_3" VARCHAR,
  "surveylength" VARCHAR,
  "surveyease" VARCHAR,
  "convertedcompyearly" DOUBLE
);