Stack Overflow Annual Developer Survey 2022

Survey of 70,000 developers by StackOverflow.

@kaggle.dheemanthbhat_stack_overflow_annual_developer_survey_2022

Table List

2 tables(6.91 MB)

Survey Results Public

@kaggle.dheemanthbhat_stack_overflow_annual_developer_survey_2022.survey_results_public

6.89 MB
73268 rows
79 columns

responseid ResponseId	mainbranch MainBranch	employment Employment	remotework RemoteWork	codingactivities CodingActivities	edlevel EdLevel	learncode LearnCode	learncodeonline LearnCodeOnline	learncodecoursescert LearnCodeCoursesCert	yearscode YearsCode	yearscodepro YearsCodePro	devtype DevType	orgsize OrgSize	purchaseinfluence PurchaseInfluence	buynewtool BuyNewTool	country Country	currency Currency	comptotal CompTotal	compfreq CompFreq	languagehaveworkedwith LanguageHaveWorkedWith	languagewanttoworkwith LanguageWantToWorkWith	databasehaveworkedwith DatabaseHaveWorkedWith	databasewanttoworkwith DatabaseWantToWorkWith	platformhaveworkedwith PlatformHaveWorkedWith	platformwanttoworkwith PlatformWantToWorkWith	webframehaveworkedwith WebframeHaveWorkedWith	webframewanttoworkwith WebframeWantToWorkWith	misctechhaveworkedwith MiscTechHaveWorkedWith	misctechwanttoworkwith MiscTechWantToWorkWith	toolstechhaveworkedwith ToolsTechHaveWorkedWith	toolstechwanttoworkwith ToolsTechWantToWorkWith	newcollabtoolshaveworkedwith NEWCollabToolsHaveWorkedWith	newcollabtoolswanttoworkwith NEWCollabToolsWantToWorkWith	opsysprofessional_use OpSysProfessional Use	opsyspersonal_use OpSysPersonal Use	versioncontrolsystem VersionControlSystem	vcinteraction VCInteraction	officestackasynchaveworkedwith OfficeStackAsyncHaveWorkedWith	officestackasyncwanttoworkwith OfficeStackAsyncWantToWorkWith	officestacksynchaveworkedwith OfficeStackSyncHaveWorkedWith	officestacksyncwanttoworkwith OfficeStackSyncWantToWorkWith	blockchain Blockchain	newsosites NEWSOSites	sovisitfreq SOVisitFreq	soaccount SOAccount	sopartfreq SOPartFreq	socomm SOComm	age Age	gender Gender	trans Trans	sexuality Sexuality	ethnicity Ethnicity	accessibility Accessibility	mentalhealth MentalHealth	tbranch TBranch	icorpm ICorPM	workexp WorkExp	knowledge_1 Knowledge 1	knowledge_2 Knowledge 2	knowledge_3 Knowledge 3	knowledge_4 Knowledge 4	knowledge_5 Knowledge 5	knowledge_6 Knowledge 6	knowledge_7 Knowledge 7	frequency_1 Frequency 1	frequency_2 Frequency 2	frequency_3 Frequency 3	timesearching TimeSearching	timeanswering TimeAnswering	onboarding Onboarding	professionaltech ProfessionalTech	truefalse_1 TrueFalse 1	truefalse_2 TrueFalse 2	truefalse_3 TrueFalse 3	surveylength SurveyLength	surveyease SurveyEase	convertedcompyearly ConvertedCompYearly
1	None of these	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2	I am a developer by profession	Employed, full-time	Fully remote	Hobby;Contribute to open-source projects	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Canada	CAD Canadian dollar		nan	JavaScript;TypeScript	Rust;TypeScript	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	macOS	Windows Subsystem for Linux (WSL)	Git	nan	nan	nan	nan	nan	Very unfavorable	Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange	Daily or almost daily	Yes	Daily or almost daily	Not sure	nan	nan	nan	nan	nan	nan	nan	No	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Too long	Difficult
3	I am not primarily a developer, but I write code sometimes as part of my work	Employed, full-time	Hybrid (some remote, some in-person)	Hobby	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	Books / Physical media;Friend or family member;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc)	Technical documentation;Blogs;Programming Games;Written Tutorials;Stack Overflow	nan	14	5	Data scientist or machine learning specialist;Developer, front-end;Engineer, data;Engineer, site reliability	20 to 99 employees	I have some influence	nan	United Kingdom of Great Britain and Northern Ireland	GBP Pound sterling	32000	Yearly	C#;C++;HTML/CSS;JavaScript;Python	C#;C++;HTML/CSS;JavaScript;TypeScript	Microsoft SQL Server	Microsoft SQL Server	nan	nan	Angular.js	Angular;Angular.js	Pandas	.NET	nan	nan	Notepad++;Visual Studio	Notepad++;Visual Studio	Windows	Windows	Git	Code editor	nan	nan	Microsoft Teams	Microsoft Teams	Very unfavorable	Collectives on Stack Overflow;Stack Overflow;Stack Exchange	Multiple times per day	Yes	Multiple times per day	Neutral	25-34 years old	Man	No	Bisexual	White	None of the above	I have a mood or emotional disorder (e.g., depression, bipolar disorder, etc.);I have an anxiety disorder	No	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Appropriate in length	Neither easy nor difficult	40205
4	I am a developer by profession	Employed, full-time	Fully remote	I don’t code outside of work	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	Books / Physical media;School (i.e., University, College, etc)	nan	nan	20	17	Developer, full-stack	100 to 499 employees	I have some influence	Other (please specify):	Israel	ILS Israeli new shekel	60000	Monthly	C#;JavaScript;SQL;TypeScript	C#;SQL;TypeScript	Microsoft SQL Server	Microsoft SQL Server	nan	nan	ASP.NET;ASP.NET Core	ASP.NET;ASP.NET Core	.NET	.NET	nan	nan	Notepad++;Visual Studio;Visual Studio Code	Notepad++;Visual Studio;Visual Studio Code	Windows	Windows	Git	Code editor;Command-line;Version control hosting service web GUI;Dedicated version control GUI application	Jira Work Management;Trello	Jira Work Management;Trello	Slack;Zoom	Slack;Zoom	Very unfavorable	Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange	Daily or almost daily	Yes	A few times per week	Yes, definitely	35-44 years old	Man	No	Straight / Heterosexual	White	None of the above	None of the above	No	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Appropriate in length	Easy	215232
5	I am a developer by profession	Employed, full-time	Hybrid (some remote, some in-person)	Hobby	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc);On the job training	Technical documentation;Blogs;Stack Overflow;Online books;Video-based Online Courses;Online challenges (e.g., daily or weekly coding challenges)	nan	8	3	Developer, front-end;Developer, full-stack;Developer, back-end;Developer, desktop or enterprise applications;Developer, QA or test	20 to 99 employees	I have some influence	Start a free trial;Visit developer communities like Stack Overflow	United States of America	USD United States dollar		nan	C#;HTML/CSS;JavaScript;SQL;Swift;TypeScript	C#;Elixir;F#;Go;JavaScript;Rust;TypeScript	Cloud Firestore;Elasticsearch;Microsoft SQL Server;Firebase Realtime Database	Cloud Firestore;Elasticsearch;Firebase Realtime Database;Redis	Firebase;Microsoft Azure	Firebase;Microsoft Azure	Angular;ASP.NET;ASP.NET Core ;jQuery;Node.js	Angular;ASP.NET Core ;Blazor;Node.js	.NET	.NET;Apache Kafka	npm	Docker;Kubernetes	Notepad++;Visual Studio;Visual Studio Code;Xcode	Rider;Visual Studio;Visual Studio Code	Windows	macOS;Windows	Git;Other (please specify):	Code editor	nan	nan	Microsoft Teams;Zoom	nan	Unfavorable	Collectives on Stack Overflow;Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange	Multiple times per day	Yes	Daily or almost daily	Yes, definitely	25-34 years old	nan	nan	nan	nan	nan	nan	No	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Too long	Easy
6	I am not primarily a developer, but I write code sometimes as part of my work	Student, full-time	nan	nan	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	Books / Physical media;School (i.e., University, College, etc)	nan	nan	15	nan	nan	nan	nan	Other (please specify):	Germany	nan		nan	C++;Lua	Lua	nan	nan	nan	nan	nan	nan	nan	nan	Homebrew	Homebrew	Visual Studio Code;Xcode	Visual Studio Code	Linux-based;macOS	macOS	Git	Command-line;Version control hosting service web GUI;Dedicated version control GUI application	Confluence	nan	Rocketchat;Slack;Zoom	Rocketchat;Slack;Zoom	Very unfavorable	Stack Overflow;Stack Exchange	Multiple times per day	Yes	Multiple times per day	Yes, definitely	25-34 years old	Or, in your own words:	Or, in your own words:	Prefer to self-describe:	Or, in your own words:	Or, in your own words:	Or, in your own words:	nan	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Appropriate in length	Easy
7	I code primarily as a hobby	Student, part-time	nan	nan	Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)	Other online resources (e.g., videos, blogs, forum)	Stack Overflow;Video-based Online Courses	nan	3	nan	nan	nan	nan	Start a free trial;Visit developer communities like Stack Overflow	India	nan		nan	C++;HTML/CSS;JavaScript;PHP;Python;TypeScript	C;C#;C++;Elixir;Go;HTML/CSS;Java;JavaScript;Kotlin;Python;Rust;Swift;TypeScript	Cloud Firestore;MongoDB;Firebase Realtime Database	MySQL;Oracle;PostgreSQL	nan	nan	Angular;Next.js;Node.js;React.js;Svelte;Vue.js	Django;Flask;Gatsby;jQuery;Next.js;Node.js;React.js;Svelte;Vue.js	nan	nan	Homebrew;npm	npm	Atom;IntelliJ;Notepad++;PyCharm;Sublime Text;Visual Studio Code	Visual Studio Code;Webstorm	macOS	macOS	Git	Code editor;Command-line	nan	nan	Google Chat;Microsoft Teams;Slack;Zoom	Google Chat;Slack;Zoom	Favorable	Stack Overflow	Multiple times per day	Yes	Daily or almost daily	Yes, definitely	Under 18 years old	Man	No	nan	Indian	None of the above	None of the above	nan	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Appropriate in length	Easy
8	I am a developer by profession	Not employed, but looking for work	nan	nan	Some college/university study without earning a degree	Online Courses or Certification	nan	Coursera;Udemy	1	nan	Developer, full-stack;Student	nan	nan	Start a free trial	India	nan		nan	C;C++;HTML/CSS;Java;JavaScript;SQL	APL;Bash/Shell;Go;Python;TypeScript	MongoDB;MySQL	Neo4j;PostgreSQL	AWS;Google Cloud;Heroku	DigitalOcean;Firebase;Microsoft Azure;VMware	jQuery;Node.js	Angular;Angular.js;Next.js;Vue.js	nan	nan	npm	Unity 3D;Yarn	Atom;CLion;Eclipse;IntelliJ;Notepad++;Visual Studio	Android Studio;IPython/Jupyter;Sublime Text;Vim;Visual Studio Code	Linux-based;macOS	Windows	Git	Command-line	nan	nan	Google Chat;Microsoft Teams;Zoom	nan	Very favorable	Collectives on Stack Overflow;Stack Overflow;Stack Exchange	A few times per week	Yes	I have never participated in Q&A on Stack Overflow	Yes, definitely	18-24 years old	Man	No	Straight / Heterosexual	Indian	None of the above	None of the above	nan	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Appropriate in length	Easy
9	I am a developer by profession	Employed, full-time	Hybrid (some remote, some in-person)	I don’t code outside of work	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	On the job training;Coding Bootcamp	nan	nan	6	6	Developer, back-end	I don’t know	I have little or no influence	nan	Netherlands	EUR European Euro	46000	Yearly	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Emacs;Notepad++	Emacs;Notepad++	Windows	Windows	Git	Command-line;Dedicated version control GUI application	Confluence;Jira Work Management	Confluence;Jira Work Management	Microsoft Teams	Microsoft Teams	Very unfavorable	Stack Overflow for Teams (private knowledge sharing & collaboration platform for companies);Stack Overflow;Stack Exchange	A few times per month or weekly	Yes	Less than once per month or monthly	No, not at all	25-34 years old	Woman	No	Prefer to self-describe:	European	Or, in your own words:	Or, in your own words:	Yes	Independent contributor	6	Agree	Disagree	Agree	Agree	Agree	Agree	Disagree	3-5 times a week	3-5 times a week	Never	15-30 minutes a day	Over 120 minutes a day	Somewhat long	Innersource initiative;DevOps function;Microservices;Developer portal or other central places to find tools/services;Continuous integration (CI) and (more often) continuous delivery;Automated testing;Observability tools	Yes	Yes	Yes	Appropriate in length	Easy	49056
10	I am a developer by profession	Independent contractor, freelancer, or self-employed	Fully remote	Hobby;Contribute to open-source projects;Bootstrapping a business	Some college/university study without earning a degree	Books / Physical media;Other online resources (e.g., videos, blogs, forum);School (i.e., University, College, etc)	Technical documentation;Blogs;Written Tutorials;Stack Overflow;Online books;Online forum	nan	37	30	Developer, desktop or enterprise applications;Developer, mobile;Educator	Just me - I am a freelancer, sole proprietor, etc.	I have a great deal of influence	Start a free trial;Ask developers I know/work with;Research companies that have advertised on sites I visit	Croatia	HRK Croatian kuna		nan	Delphi;Java;Swift	Delphi;Java;Swift	nan	nan	DigitalOcean;Firebase	DigitalOcean;Firebase	nan	nan	nan	nan	nan	nan	Android Studio;RAD Studio (Delphi, C++ Builder);Visual Studio Code;Xcode	Android Studio;RAD Studio (Delphi, C++ Builder);Visual Studio Code;Xcode	Windows	Windows	Git	Version control hosting service web GUI;Dedicated version control GUI application	nan	nan	Google Chat;Slack	Google Chat;Slack	Very unfavorable	Collectives on Stack Overflow;Stack Overflow;Stack Exchange	Multiple times per day	Yes	Multiple times per day	Yes, definitely	45-54 years old	Woman	No	Straight / Heterosexual	White;European	None of the above	None of the above	nan	nan		nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Appropriate in length	Easy


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
);