Stack Overflow Developer Survey Results 2021

Stack Overflow Annual Survey 2021 Results

@kaggle.kmaheshbabu_stack_overflow_developer_survey_results_2021

Table List

2 tables(5.38 MB)

Survey Results Public

@kaggle.kmaheshbabu_stack_overflow_developer_survey_results_2021.survey_results_public

5.37 MB
83439 rows
48 columns

responseid ResponseId	mainbranch MainBranch	employment Employment	country Country	us_state US State	uk_country UK Country	edlevel EdLevel	age1stcode Age1stCode	learncode LearnCode	yearscode YearsCode	yearscodepro YearsCodePro	devtype DevType	orgsize OrgSize	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	opsys OpSys	newstuck NEWStuck	newsosites NEWSOSites	sovisitfreq SOVisitFreq	soaccount SOAccount	sopartfreq SOPartFreq	socomm SOComm	newothercomms NEWOtherComms	age Age	gender Gender	trans Trans	sexuality Sexuality	ethnicity Ethnicity	accessibility Accessibility	mentalhealth MentalHealth	surveylength SurveyLength	surveyease SurveyEase	convertedcompyearly ConvertedCompYearly
1	I am a developer by profession	Independent contractor, freelancer, or self-employed	Slovakia	nan	nan	Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)	18 - 24 years	Coding Bootcamp;Other online resources (ex: videos, blogs, etc)	nan	nan	Developer, mobile	20 to 99 employees	EUR European Euro	4800	Monthly	C++;HTML/CSS;JavaScript;Objective-C;PHP;Swift	Swift	PostgreSQL;SQLite	SQLite	nan	nan	Laravel;Symfony	nan	nan	nan	nan	nan	PHPStorm;Xcode	Atom;Xcode	MacOS	Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Google it	Stack Overflow	Multiple times per day	Yes	A few times per month or weekly	Yes, definitely	No	25-34 years old	Man	No	Straight / Heterosexual	White or of European descent	None of the above	None of the above	Appropriate in length	Easy	62268
2	I am a student who is learning to code	Student, full-time	Netherlands	nan	nan	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	11 - 17 years	Other online resources (ex: videos, blogs, etc);School	7	nan	nan	nan	nan		nan	JavaScript;Python	nan	PostgreSQL	nan	nan	nan	Angular;Flask;Vue.js	nan	Cordova	nan	Docker;Git;Yarn	Git	Android Studio;IntelliJ;Notepad++;PyCharm	nan	Windows	Visit Stack Overflow;Google it	Stack Overflow	Daily or almost daily	Yes	Daily or almost daily	Yes, definitely	No	18-24 years old	Man	No	Straight / Heterosexual	White or of European descent	None of the above	None of the above	Appropriate in length	Easy
3	I am not primarily a developer, but I write code sometimes as part of my work	Student, full-time	Russian Federation	nan	nan	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	11 - 17 years	Other online resources (ex: videos, blogs, etc);Online Forum	nan	nan	nan	nan	nan		nan	Assembly;C;Python;R;Rust	Julia;Python;Rust	SQLite	SQLite	Heroku	nan	Flask	Flask	NumPy;Pandas;TensorFlow;Torch/PyTorch	Keras;NumPy;Pandas;TensorFlow;Torch/PyTorch	nan	nan	IPython/Jupyter;PyCharm;RStudio;Sublime Text;Visual Studio Code	IPython/Jupyter;RStudio;Sublime Text;Visual Studio Code	MacOS	Visit Stack Overflow;Google it;Watch help / tutorial videos;Do other work and come back later	Stack Overflow;Stack Exchange	Multiple times per day	Yes	Multiple times per day	Yes, definitely	Yes	18-24 years old	Man	No	Prefer not to say	Prefer not to say	None of the above	None of the above	Appropriate in length	Easy
4	I am a developer by profession	Employed full-time	Austria	nan	nan	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	11 - 17 years	nan	nan	nan	Developer, front-end	100 to 499 employees	EUR European Euro		Monthly	JavaScript;TypeScript	JavaScript;TypeScript	nan	nan	nan	nan	Angular;jQuery	Angular;jQuery	nan	nan	nan	nan	nan	nan	Windows	Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Google it	Stack Overflow	Daily or almost daily	Yes	Daily or almost daily	Neutral	No	35-44 years old	Man	No	Straight / Heterosexual	White or of European descent	I am deaf / hard of hearing	nan	Appropriate in length	Neither easy nor difficult
5	I am a developer by profession	Independent contractor, freelancer, or self-employed	United Kingdom of Great Britain and Northern Ireland	nan	England	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	5 - 10 years	Friend or family member	17	10	Developer, desktop or enterprise applications;Developer, full-stack;Engineer, data;Other (please specify):	Just me - I am a freelancer, sole proprietor, etc.	GBP Pound sterling		nan	Bash/Shell;HTML/CSS;Python;SQL	Bash/Shell;HTML/CSS;Python;SQL	Elasticsearch;PostgreSQL;Redis	Cassandra;Elasticsearch;PostgreSQL;Redis	nan	nan	Flask	Flask	Apache Spark;Hadoop;NumPy;Pandas	Hadoop;NumPy;Pandas	Docker;Git;Kubernetes;Yarn	Docker;Git;Kubernetes;Yarn	Atom;IPython/Jupyter;Notepad++;PyCharm;Vim	Atom;IPython/Jupyter;Notepad++;PyCharm;Vim;Visual Studio Code	Linux-based	Visit Stack Overflow;Go for a walk or other physical activity;Google it;Watch help / tutorial videos;Do other work and come back later	Stack Overflow;Stack Exchange	Daily or almost daily	Yes	A few times per week	Yes, somewhat	No	25-34 years old	Man	No	nan	White or of European descent	None of the above	nan	Appropriate in length	Easy
6	I am a student who is learning to code	Student, part-time	United States of America	Georgia	nan	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	11 - 17 years	Other online resources (ex: videos, blogs, etc);Online Courses or Certification	nan	nan	nan	nan	nan		nan	C;C#;C++;HTML/CSS;Java;JavaScript;Node.js;PowerShell;Python;SQL;Swift	C#;C++;Go;HTML/CSS;Java;JavaScript;Node.js;Objective-C;Perl;Python;SQL;Swift	MySQL;PostgreSQL;SQLite	Elasticsearch;Firebase;IBM DB2;MariaDB;Microsoft SQL Server;MySQL;PostgreSQL;SQLite	nan	nan	Express;Flask;jQuery;React.js	Express;Flask;jQuery;React.js	Keras;NumPy;Pandas;TensorFlow;Torch/PyTorch	Keras;NumPy;Pandas;Qt;React Native;TensorFlow;Torch/PyTorch	Git	Docker;Git;Unity 3D;Unreal Engine	IPython/Jupyter;Notepad++;PyCharm;Sublime Text;Vim;Visual Studio;Visual Studio Code;Xcode	Android Studio;IPython/Jupyter;Vim;Visual Studio;Visual Studio Code;Xcode	Windows	Visit Stack Overflow;Go for a walk or other physical activity;Google it;Watch help / tutorial videos;Do other work and come back later;Meditate;Play games	Stack Overflow;Stack Exchange	Multiple times per day	Yes	I have never participated in Q&A on Stack Overflow	Yes, somewhat	No	18-24 years old	Prefer not to say	No	Straight / Heterosexual	Prefer not to say	None of the above	I have a concentration and/or memory disorder (e.g. ADHD)	Too long	Neither easy nor difficult
7	I code primarily as a hobby	I prefer not to say	United States of America	New Hampshire	nan	Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.)	11 - 17 years	Other online resources (ex: videos, blogs, etc);School;Online Courses or Certification	3	nan	nan	nan	nan		nan	HTML/CSS;JavaScript	HTML/CSS;JavaScript;PHP	nan	nan	nan	nan	jQuery	jQuery	nan	nan	nan	nan	nan	nan	Windows	Call a coworker or friend;Visit Stack Overflow;Google it;Watch help / tutorial videos;Do other work and come back later	Stack Overflow	Daily or almost daily	Yes	A few times per week	Yes, somewhat	No	Prefer not to say	Prefer not to say	No	nan	I don't know	None of the above	None of the above	Appropriate in length	Neither easy nor difficult
8	I am a student who is learning to code	Student, full-time	Malaysia	nan	nan	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	11 - 17 years	School;Online Courses or Certification	4	nan	nan	nan	nan		nan	HTML/CSS;JavaScript;PHP;Ruby;SQL;TypeScript	Ruby	MySQL;PostgreSQL;SQLite	PostgreSQL	Heroku;Microsoft Azure	Heroku	Angular.js;jQuery;Ruby on Rails	Ruby on Rails	nan	nan	nan	nan	Sublime Text;Visual Studio Code	Sublime Text;Visual Studio Code	Linux-based	Visit Stack Overflow;Go for a walk or other physical activity;Google it;Watch help / tutorial videos;Panic	Stack Overflow;Stack Exchange	Multiple times per day	Yes	I have never participated in Q&A on Stack Overflow	No, not at all	Yes	18-24 years old	Woman	No	Straight / Heterosexual	White or of European descent;Multiracial;Southeast Asian	None of the above	None of the above	Appropriate in length	Easy
9	I am a developer by profession	Employed part-time	India	nan	nan	Bachelor’s degree (B.A., B.S., B.Eng., etc.)	18 - 24 years	Coding Bootcamp	6	4	Developer, front-end	10,000 or more employees	INR Indian rupee		Monthly	HTML/CSS;JavaScript	HTML/CSS;JavaScript	PostgreSQL	PostgreSQL	AWS	nan	Django;FastAPI	Django;FastAPI	nan	nan	Docker;Git	Docker;Git;Kubernetes	PyCharm;Sublime Text	PyCharm;Sublime Text	Windows	Visit Stack Overflow;Google it;Panic	Stack Overflow;Stack Exchange	A few times per week	Yes	Less than once per month or monthly	Yes, definitely	No	25-34 years old	Man	No	nan	South Asian	nan	I have a concentration and/or memory disorder (e.g. ADHD)	Appropriate in length	Easy
10	I am a developer by profession	Employed full-time	Sweden	nan	nan	Master’s degree (M.A., M.S., M.Eng., MBA, etc.)	11 - 17 years	School	7	4	Data scientist or machine learning specialist	10 to 19 employees	SEK Swedish krona	42000	Monthly	C++;Python	Haskell;Python	PostgreSQL	nan	nan	nan	nan	nan	Keras;NumPy;Pandas;TensorFlow;Torch/PyTorch	Keras;NumPy;TensorFlow;Torch/PyTorch	Git	Git	IPython/Jupyter;Vim;Visual Studio Code	Emacs;IPython/Jupyter;Vim;Visual Studio Code	Linux-based	Call a coworker or friend;Visit Stack Overflow;Google it;Meditate	Stack Overflow;Stack Exchange	Multiple times per day	Yes	Daily or almost daily	Yes, somewhat	No	25-34 years old	Man	No	Straight / Heterosexual	White or of European descent	None of the above	None of the above	Appropriate in length	Neither easy nor difficult	51552


CREATE TABLE survey_results_public (
  "responseid" BIGINT,
  "mainbranch" VARCHAR,
  "employment" VARCHAR,
  "country" VARCHAR,
  "us_state" VARCHAR,
  "uk_country" VARCHAR,
  "edlevel" VARCHAR,
  "age1stcode" VARCHAR,
  "learncode" VARCHAR,
  "yearscode" VARCHAR,
  "yearscodepro" VARCHAR,
  "devtype" VARCHAR,
  "orgsize" 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,
  "opsys" VARCHAR,
  "newstuck" VARCHAR,
  "newsosites" VARCHAR,
  "sovisitfreq" VARCHAR,
  "soaccount" VARCHAR,
  "sopartfreq" VARCHAR,
  "socomm" VARCHAR,
  "newothercomms" VARCHAR,
  "age" VARCHAR,
  "gender" VARCHAR,
  "trans" VARCHAR,
  "sexuality" VARCHAR,
  "ethnicity" VARCHAR,
  "accessibility" VARCHAR,
  "mentalhealth" VARCHAR,
  "surveylength" VARCHAR,
  "surveyease" VARCHAR,
  "convertedcompyearly" DOUBLE
);