Stackoverflow Developer Survey

Find insights about how developers learn, level up and tools they use

@kaggle.asjad99_stackoverflow_developer_survey_2020

Table List

2 tables(4.56 MB)

Survey Results Public

@kaggle.asjad99_stackoverflow_developer_survey_2020.survey_results_public

4.55 MB
64461 rows
61 columns

respondent Respondent	mainbranch MainBranch	hobbyist Hobbyist	age Age	age1stcode Age1stCode	compfreq CompFreq	comptotal CompTotal	convertedcomp ConvertedComp	country Country	currencydesc CurrencyDesc	currencysymbol CurrencySymbol	databasedesirenextyear DatabaseDesireNextYear	databaseworkedwith DatabaseWorkedWith	devtype DevType	edlevel EdLevel	employment Employment	ethnicity Ethnicity	gender Gender	jobfactors JobFactors	jobsat JobSat	jobseek JobSeek	languagedesirenextyear LanguageDesireNextYear	languageworkedwith LanguageWorkedWith	misctechdesirenextyear MiscTechDesireNextYear	misctechworkedwith MiscTechWorkedWith	newcollabtoolsdesirenextyear NEWCollabToolsDesireNextYear	newcollabtoolsworkedwith NEWCollabToolsWorkedWith	newdevops NEWDevOps	newdevopsimpt NEWDevOpsImpt	newedimpt NEWEdImpt	newjobhunt NEWJobHunt	newjobhuntresearch NEWJobHuntResearch	newlearn NEWLearn	newofftopic NEWOffTopic	newonboardgood NEWOnboardGood	newothercomms NEWOtherComms	newovertime NEWOvertime	newpurchaseresearch NEWPurchaseResearch	newpurplelink NEWPurpleLink	newsosites NEWSOSites	newstuck NEWStuck	opsys OpSys	orgsize OrgSize	platformdesirenextyear PlatformDesireNextYear	platformworkedwith PlatformWorkedWith	purchasewhat PurchaseWhat	sexuality Sexuality	soaccount SOAccount	socomm SOComm	sopartfreq SOPartFreq	sovisitfreq SOVisitFreq	surveyease SurveyEase	surveylength SurveyLength	trans Trans	undergradmajor UndergradMajor	webframedesirenextyear WebframeDesireNextYear	webframeworkedwith WebframeWorkedWith	welcomechange WelcomeChange	workweekhrs WorkWeekHrs	yearscode YearsCode	yearscodepro YearsCodePro
1	I am a developer by profession	Yes		13	Monthly			Germany	European Euro	EUR	Microsoft SQL Server	Elasticsearch;Microsoft SQL Server;Oracle	Developer, desktop or enterprise applications;Developer, full-stack	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	Independent contractor, freelancer, or self-employed	White or of European descent	Man	Languages, frameworks, and other technologies I’d be working with;Remote work options;Opportunities for professional development	Slightly satisfied	I am not interested in new job opportunities	C#;HTML/CSS;JavaScript	C#;HTML/CSS;JavaScript	.NET Core;Xamarin	.NET;.NET Core	Microsoft Teams;Microsoft Azure;Trello	Confluence;Jira;Slack;Microsoft Azure;Trello	No	Somewhat important	Fairly important	nan	nan	Once a year	Not sure	nan	No	Often: 1-2 days per week or more	Start a free trial;Ask developers I know/work with	Amused	Stack Overflow (public Q&A for anyone who codes)	Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later	Windows	2 to 9 employees	Android;iOS;Kubernetes;Microsoft Azure;Windows	Windows	nan	Straight / Heterosexual	No	No, not at all	nan	Multiple times per day	Neither easy nor difficult	Appropriate in length	No	Computer science, computer engineering, or software engineering	ASP.NET Core	ASP.NET;ASP.NET Core	Just as welcome now as I felt last year	50	36	27
2	I am a developer by profession	No		19	nan			United Kingdom	Pound sterling	GBP	nan	nan	Developer, full-stack;Developer, mobile	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	Employed full-time	nan	nan	nan	Very dissatisfied	I am not interested in new job opportunities	Python;Swift	JavaScript;Swift	React Native;TensorFlow;Unity 3D	React Native	Github;Slack	Confluence;Jira;Github;Gitlab;Slack	nan	nan	Fairly important	nan	nan	Once a year	Not sure	nan	No	nan	nan	Amused	Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)	Visit Stack Overflow;Go for a walk or other physical activity	MacOS	1,000 to 4,999 employees	iOS;Kubernetes;Linux;MacOS	iOS	I have little or no influence	nan	Yes	Yes, definitely	Less than once per month or monthly	Multiple times per day	nan	nan	nan	Computer science, computer engineering, or software engineering	nan	nan	Somewhat more welcome now than last year		7	4
3	I code primarily as a hobby	Yes		15	nan			Russian Federation	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	Objective-C;Python;Swift	Objective-C;Python;Swift	nan	nan	nan	nan	nan	nan	nan	nan	nan	Once a decade	nan	nan	No	nan	nan	nan	Stack Overflow (public Q&A for anyone who codes)	nan	Linux-based	nan	nan	nan	nan	nan	Yes	Yes, somewhat	A few times per month or weekly	Daily or almost daily	Neither easy nor difficult	Appropriate in length	nan	nan	nan	nan	Somewhat more welcome now than last year		4	nan
4	I am a developer by profession	Yes	25	18	nan			Albania	Albanian lek	ALL	nan	nan	nan	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	nan	White or of European descent	Man	Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development	Slightly dissatisfied	I’m not actively looking, but I am open to new opportunities	nan	nan	nan	nan	nan	nan	No	nan	Not at all important/not necessary	Curious about other opportunities;Wanting to work with new technologies	nan	Once a year	Not sure	Yes	Yes	Occasionally: 1-2 days per quarter but less than monthly	nan	nan	Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)	nan	Linux-based	20 to 99 employees	nan	nan	I have a great deal of influence	Straight / Heterosexual	Yes	Yes, definitely	A few times per month or weekly	Multiple times per day	nan	nan	No	Computer science, computer engineering, or software engineering	nan	nan	Somewhat less welcome now than last year	40	7	4
5	I used to be a developer by profession, but no longer am	Yes	31	16	nan			United States	nan	nan	MySQL;PostgreSQL	MySQL;PostgreSQL;Redis;SQLite	nan	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	Employed full-time	White or of European descent	Man	nan	nan	nan	Java;Ruby;Scala	HTML/CSS;Ruby;SQL	Ansible;Chef	Ansible	Github;Google Suite (Docs, Meet, etc)	Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc)	nan	nan	Very important	nan	nan	Once a year	No	nan	Yes	nan	Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd;Research companies that have advertised on sites I visit	Hello, old friend	Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations);Stack Overflow Talent (for hiring companies/recruiters)	Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later;Visit another developer community (please name):	Windows	nan	Docker;Google Cloud Platform;Heroku;Linux;Windows	AWS;Docker;Linux;MacOS;Windows	nan	Straight / Heterosexual	Yes	Yes, somewhat	Less than once per month or monthly	A few times per month or weekly	Easy	Too short	No	Computer science, computer engineering, or software engineering	Django;Ruby on Rails	Ruby on Rails	Just as welcome now as I felt last year		15	8
6	I am a developer by profession	No		14	nan			Germany	European Euro	EUR	nan	nan	Designer;Developer, front-end;Developer, mobile	Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)	Employed full-time	White or of European descent	Man	Diversity of the company or organization;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture	Slightly satisfied	I am not interested in new job opportunities	HTML/CSS;Java;JavaScript	HTML/CSS;Java;JavaScript	nan	nan	Github;Slack	Confluence;Github;Slack;Trello	Not sure	nan	Fairly important	nan	nan	Once a year	No	No	No	Never	Ask developers I know/work with;Read ratings or reviews on third party sites like G2Crowd	Amused	Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)	Play games;Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later	Windows	nan	Android	Android;Docker;WordPress	I have some influence	Straight / Heterosexual	Yes	Yes, somewhat	A few times per month or weekly	A few times per week	Neither easy nor difficult	Appropriate in length	nan	nan	React.js	nan	nan		6	4
7	I am a developer by profession	Yes		18	Monthly			India	United States dollar	USD	nan	nan	Developer, back-end;Developer, front-end;Developer, QA or test;DevOps specialist	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	Employed full-time	nan	nan	nan	Very satisfied	I’m not actively looking, but I am open to new opportunities	C#;HTML/CSS;PHP	C#;HTML/CSS;PHP	nan	nan	nan	nan	Yes	Extremely important	Very important	Better compensation;Growth or leadership opportunities	Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family	Every few months	Yes	Yes	No	Sometimes: 1-2 days per month but less than weekly	Start a free trial;Ask developers I know/work with	nan	Stack Overflow (public Q&A for anyone who codes)	nan	Windows	20 to 99 employees	nan	nan	nan	nan	Yes	Yes, definitely	Multiple times per day	Multiple times per day	nan	nan	nan	Computer science, computer engineering, or software engineering	nan	nan	A lot more welcome now than last year		6	4
8	I am a developer by profession	Yes	36	12	Yearly	116000	116000	United States	United States dollar	USD	MongoDB	MariaDB;MySQL;Redis	Developer, back-end;Developer, desktop or enterprise applications;Developer, game or graphics	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	Employed full-time	White or of European descent	Man	Remote work options;Opportunities for professional development;Family friendliness	Slightly dissatisfied	I’m not actively looking, but I am open to new opportunities	JavaScript	Python;SQL	Unity 3D	Ansible	nan	Confluence;Jira;Github;Slack;Microsoft Teams;Google Suite (Docs, Meet, etc)	Yes	Extremely important	Not at all important/not necessary	Curious about other opportunities;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities	Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company	Once a year	Not sure	Yes	No	Occasionally: 1-2 days per quarter but less than monthly	Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd	Hello, old friend	Stack Overflow (public Q&A for anyone who codes);Stack Overflow Jobs (for job seekers)	Play games;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later	Linux-based	20 to 99 employees	iOS;Slack Apps and Integrations	Docker	I have some influence	Straight / Heterosexual	Yes	No, not really	Less than once per month or monthly	Multiple times per day	Easy	Appropriate in length	No	Computer science, computer engineering, or software engineering	Django;React.js;Vue.js	Flask	Just as welcome now as I felt last year	39	17	13
9	I am a developer by profession	No	30	20	nan			Tunisia	United States dollar	USD	nan	nan	Developer, full-stack	Professional degree (JD, MD, etc.)	Independent contractor, freelancer, or self-employed	nan	Man	Diversity of the company or organization;Remote work options;Office environment or company culture	Very dissatisfied	I’m not actively looking, but I am open to new opportunities	Python;Rust	HTML/CSS;JavaScript;PHP	nan	nan	nan	Github;Slack;Trello;Google Suite (Docs, Meet, etc)	nan	nan	Very important	Curious about other opportunities;Growth or leadership opportunities	nan	Once a year	No	Yes	No	Occasionally: 1-2 days per quarter but less than monthly	Start a free trial	Hello, old friend	Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)	Meditate	Windows	Just me - I am a freelancer, sole proprietor, etc.	nan	WordPress	nan	Straight / Heterosexual	Yes	Yes, definitely	Multiple times per day	Multiple times per day	Neither easy nor difficult	Appropriate in length	No	Computer science, computer engineering, or software engineering	Angular.js	jQuery	Just as welcome now as I felt last year	50	6	4
10	I am a developer by profession	Yes	22	14	Yearly	25000	32315	United Kingdom	Pound sterling	GBP	Microsoft SQL Server	Microsoft SQL Server	Database administrator;Developer, full-stack;Developer, mobile	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	Employed full-time	White or of European descent	Man	Flex time or a flexible schedule;How widely used or impactful my work output would be;Opportunities for professional development	Very satisfied	I’m not actively looking, but I am open to new opportunities	HTML/CSS;Java;JavaScript;Python;R;SQL	HTML/CSS;Java;JavaScript;Python;SQL	Pandas;TensorFlow	Pandas	Github;Microsoft Teams	Github;Microsoft Teams	No	Neutral	Fairly important	Curious about other opportunities;Better compensation;Looking to relocate	Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company	Every few months	Yes	Onboarding? What onboarding?	No	Often: 1-2 days per week or more	Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow	Hello, old friend	Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)	Visit Stack Overflow	Windows	2 to 9 employees	Android;Linux;Raspberry Pi;Windows	Android;Linux;Raspberry Pi;Windows	I have a great deal of influence	Straight / Heterosexual	Yes	Yes, definitely	Multiple times per day	Multiple times per day	Easy	Appropriate in length	No	Mathematics or statistics	Flask;jQuery	Flask;jQuery	Somewhat more welcome now than last year	36	8	4


CREATE TABLE survey_results_public (
  "respondent" BIGINT,
  "mainbranch" VARCHAR,
  "hobbyist" VARCHAR,
  "age" DOUBLE,
  "age1stcode" VARCHAR,
  "compfreq" VARCHAR,
  "comptotal" DOUBLE,
  "convertedcomp" DOUBLE,
  "country" VARCHAR,
  "currencydesc" VARCHAR,
  "currencysymbol" VARCHAR,
  "databasedesirenextyear" VARCHAR,
  "databaseworkedwith" VARCHAR,
  "devtype" VARCHAR,
  "edlevel" VARCHAR,
  "employment" VARCHAR,
  "ethnicity" VARCHAR,
  "gender" VARCHAR,
  "jobfactors" VARCHAR,
  "jobsat" VARCHAR,
  "jobseek" VARCHAR,
  "languagedesirenextyear" VARCHAR,
  "languageworkedwith" VARCHAR,
  "misctechdesirenextyear" VARCHAR,
  "misctechworkedwith" VARCHAR,
  "newcollabtoolsdesirenextyear" VARCHAR,
  "newcollabtoolsworkedwith" VARCHAR,
  "newdevops" VARCHAR,
  "newdevopsimpt" VARCHAR,
  "newedimpt" VARCHAR,
  "newjobhunt" VARCHAR,
  "newjobhuntresearch" VARCHAR,
  "newlearn" VARCHAR,
  "newofftopic" VARCHAR,
  "newonboardgood" VARCHAR,
  "newothercomms" VARCHAR,
  "newovertime" VARCHAR,
  "newpurchaseresearch" VARCHAR,
  "newpurplelink" VARCHAR,
  "newsosites" VARCHAR,
  "newstuck" VARCHAR,
  "opsys" VARCHAR,
  "orgsize" VARCHAR,
  "platformdesirenextyear" VARCHAR,
  "platformworkedwith" VARCHAR,
  "purchasewhat" VARCHAR,
  "sexuality" VARCHAR,
  "soaccount" VARCHAR,
  "socomm" VARCHAR,
  "sopartfreq" VARCHAR,
  "sovisitfreq" VARCHAR,
  "surveyease" VARCHAR,
  "surveylength" VARCHAR,
  "trans" VARCHAR,
  "undergradmajor" VARCHAR,
  "webframedesirenextyear" VARCHAR,
  "webframeworkedwith" VARCHAR,
  "welcomechange" VARCHAR,
  "workweekhrs" DOUBLE,
  "yearscode" VARCHAR,
  "yearscodepro" VARCHAR
);