Age,MainBranch,Gender,EdLevel,YearsCode,YearsCodePro,Country,MentalHealth,Employment,HaveWorkedWith,PreviousSalary,ComputerSkills
>35,Yes,Female,Undergraduate,6.0,5.0,Israel,No,1,JavaScript;Ruby;Homebrew;Yarn;React.js;Ruby on Rails;DigitalOcean;Heroku;PostgreSQL;Redis,138288.0,10
>35,Yes,Female,Undergraduate,19.0,19.0,Ecuador,Yes,1,C#;SQL;ASP.NET;Microsoft SQL Server,30000.0,4
<35,Yes,Female,Undergraduate,7.0,4.0,United Kingdom of Great Britain and Northern Ireland,No,1,Bash/Shell;Groovy;Java;Kotlin;Docker;Git;Kubernetes;Terraform;Spring;AWS;DynamoDB;PostgreSQL,93067.0,12
>35,Yes,Female,Other,13.0,11.0,United States of America,Yes,1,C#;HTML/CSS;JavaScript;SQL;TypeScript;Docker;Git;Kubernetes;Angular;ASP.NET;ASP.NET Core ;Google Cloud Platform;Microsoft Azure;Elasticsearch;Microsoft SQL Server;SQLite,132500.0,16
<35,Yes,Other,Undergraduate,7.0,4.0,United States of America,No,1,Bash/Shell;HTML/CSS;JavaScript;PHP;TypeScript;Docker;Git;jQuery;React.js;Microsoft Azure;MongoDB,85000.0,11
<35,Yes,Other,Undergraduate,5.0,3.0,United States of America,Yes,0,HTML/CSS;JavaScript;Node.js;PHP;Python;Swift;Git,1500.0,7
>35,No,Other,NoHigherEd,6.0,5.0,Japan,No,0,,44965.0,0
<35,Yes,Other,NoHigherEd,2.0,0.0,United States of America,No,1,Bash/Shell;HTML/CSS;Java;JavaScript;Python;Docker;Git;Kubernetes;Django;Flask;jQuery;React.js;AWS;IBM Cloud or Watson;MySQL;SQLite,55000.0,16
>35,Yes,Other,Master,3.0,2.0,United States of America,Yes,1,HTML/CSS;JavaScript;TypeScript;Docker;Homebrew;Kubernetes;npm;Yarn;React.js;Ruby on Rails;AWS;Microsoft Azure,150000.0,12
<35,Yes,Other,Undergraduate,16.0,7.0,United States of America,Yes,1,Bash/Shell;HTML/CSS;JavaScript;Ruby;SQL;Docker;npm;Yarn;jQuery;Node.js;Ruby on Rails;AWS;DigitalOcean;Heroku;PostgreSQL,107500.0,15
<35,Yes,Other,Undergraduate,15.0,8.0,Taiwan,No,1,Fortran;HTML/CSS;Java;JavaScript;PHP;PowerShell;Python;SQL;VBA;Docker;npm;Express;jQuery;Laravel;Node.js;Firebase;Google Cloud;Heroku;Microsoft Azure;MariaDB;Microsoft SQL Server;MySQL;Oracle;PostgreSQL,38871.0,24
<35,Yes,Other,Undergraduate,9.0,2.0,Brazil,Yes,1,C;Dart;Elixir;Erlang;Go;Haskell;HTML/CSS;JavaScript;LISP;Node.js;Python;Ruby;Rust;SQL;TypeScript;Deno;Docker;Git;Yarn;Express;Flask;React.js;AWS;Google Cloud Platform;Heroku;Firebase;MariaDB;MongoDB;MySQL;PostgreSQL,10992.0,30
>35,Yes,Other,Undergraduate,10.0,6.0,United States of America,No,1,C#;F#;HTML/CSS;Java;JavaScript;PowerShell;Python;TypeScript;VBA;npm;Unity 3D;Angular;Angular.js;ASP.NET;ASP.NET Core ;Django;Express;jQuery;Node.js;React.js;AWS;Microsoft Azure;Microsoft SQL Server;MySQL;PostgreSQL;SQLite,150000.0,26
<35,Yes,Other,Other,17.0,10.0,Canada,No,1,HTML/CSS;JavaScript;PHP;Rust;npm;jQuery;Next.js;OVH;MariaDB;MySQL;Redis,39042.0,11
<35,Yes,Other,Master,15.0,13.0,Georgia,No,1,HTML/CSS;JavaScript;TypeScript;Docker;npm;Yarn;Gatsby;Next.js;React.js;Google Cloud,52464.0,10
<35,Yes,Other,Undergraduate,12.0,6.0,Romania,No,1,Bash/Shell;HTML/CSS;Java;JavaScript;PHP;Python;SQL;Kubernetes;npm;Yarn;Angular.js;Drupal;jQuery;Node.js;React.js;Symfony;AWS;Google Cloud;Microsoft Azure;MariaDB;MySQL;PostgreSQL;Redis,38820.0,23
<35,Yes,Other,Undergraduate,8.0,1.0,United States of America,Yes,1,Bash/Shell;HTML/CSS;Java;JavaScript;Kotlin;Python;SQL;TypeScript;Ansible;npm;Angular;IBM DB2,72000.0,12
<35,Yes,Other,Other,11.0,4.0,Austria,No,1,Java;JavaScript;TypeScript;Git;React.js;Spring;Microsoft SQL Server;MySQL,44100.0,8
<35,Yes,Other,Other,19.0,12.0,United States of America,No,1,C;C++;Lua;Objective-C;PHP;Python;SQL;jQuery;AWS;MySQL;SQLite,70000.0,11
<35,Yes,Other,Undergraduate,20.0,5.0,Canada,Yes,1,C;C#;C++;HTML/CSS;Java;JavaScript;Lua;Objective-C;PowerShell;Python;Rust;Swift;Docker;Homebrew;Unity 3D;DigitalOcean;SQLite,58563.0,17
>35,Yes,Other,Undergraduate,24.0,22.0,Philippines,No,0,Bash/Shell;C;Go;Java;Node.js;PHP;Python;Ruby;SQL;Ansible;Chef;Docker;Git;Kubernetes;Puppet;Terraform;Angular.js;Django;Flask;Gatsby;Laravel;React.js;Ruby on Rails;Spring;AWS;Google Cloud Platform;Heroku;Oracle Cloud Infrastructure;Cassandra;DynamoDB;Elasticsearch;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite,24000.0,39
<35,Yes,Other,Undergraduate,11.0,6.0,Nigeria,No,1,C#;JavaScript;Rust;SQL;Swift;TypeScript;Homebrew;npm;Yarn;Angular;ASP.NET;ASP.NET Core ;Express;Node.js;Vue.js;Heroku;Microsoft Azure;Microsoft SQL Server;MongoDB;PostgreSQL;SQLite,73000.0,21
<35,Yes,Other,Other,5.0,1.0,Germany,No,1,C;C#;C++;HTML/CSS;Java;JavaScript;TypeScript;Docker;Git;Xamarin;Angular;ASP.NET Core ;MySQL;Oracle;SQLite,12972.0,15
<35,Yes,Other,Other,5.0,0.0,Spain,Yes,1,C;HTML/CSS;Java;JavaScript;PHP;Python;SQL;Kubernetes;npm;Angular;Angular.js;Django;Drupal;Node.js;React.js;Svelte;Google Cloud;Heroku;Microsoft SQL Server;MongoDB,26661.0,20
>35,Yes,Other,PhD,24.0,15.0,France,No,1,Bash/Shell;C;Python;Git,79993.0,4
<35,Yes,Other,NoHigherEd,6.0,1.0,Austria,No,0,Bash/Shell;Java;Lua;Python;SQL;TypeScript;VBA;Docker;Homebrew;npm;Angular;Svelte;MariaDB;Oracle,26928.0,14
<35,Yes,Other,Master,12.0,8.0,Russian Federation,No,1,C#;C++;HTML/CSS;PowerShell;TypeScript;Docker;Git;Kubernetes;Angular;ASP.NET Core ;Microsoft Azure;Microsoft SQL Server;Redis,52284.0,13
>35,Yes,Other,Undergraduate,20.0,12.0,Ireland,No,1,C#;HTML/CSS;Java;JavaScript;Python;SQL;TypeScript;Git;Angular;ASP.NET;ASP.NET Core ;jQuery;Spring;AWS;Microsoft Azure;Microsoft SQL Server,64859.0,16
>35,Yes,Other,Other,25.0,18.0,United States of America,Yes,0,C#;HTML/CSS;JavaScript;PowerShell;SQL;TypeScript;Docker;npm;Unity 3D;Angular;ASP.NET;ASP.NET Core ;Blazor;Express;jQuery;Node.js;React.js;Microsoft Azure;Microsoft SQL Server;Redis,120000.0,20
>35,Yes,Other,Master,12.0,8.0,Spain,No,1,C#;JavaScript;Node.js;PHP;Docker;Git;React.js;Microsoft Azure;MySQL,43239.0,9
<35,Yes,Other,Undergraduate,4.0,0.0,Thailand,No,1,C;Dart;Go;HTML/CSS;JavaScript;SQL;Docker;Homebrew;npm;Yarn;jQuery;Node.js;React.js;Vue.js;Firebase;MongoDB;MySQL;PostgreSQL;Firebase Realtime Database;SQLite,264.0,20
>35,Yes,Other,Master,45.0,41.0,United States of America,No,1,C++;Python;MongoDB,170000.0,3
<35,Yes,Other,Undergraduate,5.0,1.0,China,No,1,Python;Django,14412.0,2
>35,Yes,Other,Undergraduate,43.0,23.0,United States of America,No,0,JavaScript;Perl;SQL;TypeScript;Docker;Angular;Angular.js;jQuery;Node.js;MySQL;SQLite,143000.0,11
>35,Yes,Other,Undergraduate,31.0,16.0,Netherlands,No,0,Bash/Shell;Elixir;Erlang;HTML/CSS;JavaScript;Python;TypeScript;Ansible;Docker;Git;Kubernetes;Terraform;Svelte;AWS;DynamoDB;PostgreSQL;Redis,75669.0,17
<35,Yes,Other,Undergraduate,7.0,5.0,United States of America,Yes,0,Bash/Shell;HTML/CSS;JavaScript;SQL;TypeScript;Docker;Homebrew;Kubernetes;npm;Pulumi;Yarn;Angular;Express;Fastify;Node.js;React.js;Vue.js;AWS;Google Cloud;Elasticsearch;MariaDB;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite,150000.0,27
<35,Yes,Other,Undergraduate,8.0,5.0,United States of America,No,1,Go;Java;Python;Scala;Docker;Homebrew;Kubernetes;Terraform;AWS;Cassandra;DynamoDB;Elasticsearch;MongoDB;MySQL;Redis,175000.0,15
<35,Yes,Other,Master,4.0,3.0,United Kingdom of Great Britain and Northern Ireland,No,1,C++;Python;Git,94359.0,3
<35,Yes,Other,Undergraduate,12.0,2.0,Malaysia,No,1,Bash/Shell;HTML/CSS;JavaScript;Node.js;Python;TypeScript;Deno;Docker;Git;Yarn;Svelte;Vue.js;AWS;Google Cloud Platform;PostgreSQL;Redis;SQLite,14412.0,17
<35,Yes,Other,NoHigherEd,5.0,2.0,Argentina,No,0,HTML/CSS;JavaScript;Node.js;TypeScript;Git;Express;Svelte;Google Cloud Platform;Heroku;Firebase,9732.0,10
>35,Yes,Other,Other,20.0,14.0,United Kingdom of Great Britain and Northern Ireland,No,1,Bash/Shell;HTML/CSS;JavaScript;Python;SQL;TypeScript;Chef;Docker;Git;Kubernetes;Terraform;Django;Flask;React.js;AWS;Google Cloud Platform;Microsoft Azure;PostgreSQL,68507.0,18
<35,Yes,Other,Undergraduate,21.0,8.0,United States of America,Yes,0,HTML/CSS;JavaScript;PHP;SQL;npm;Express;Gatsby;jQuery;Node.js;React.js;MariaDB;MySQL,36000.0,12
<35,No,Other,Undergraduate,14.0,3.0,Poland,Yes,0,JavaScript;Perl;Python,29136.0,3
<35,Yes,Other,Other,7.0,2.0,South Africa,Yes,1,Bash/Shell;HTML/CSS;JavaScript;PHP;SQL;npm;jQuery;Node.js;MySQL,3792.0,9
<35,Yes,Other,Other,7.0,6.0,India,No,0,Elixir;Go;HTML/CSS;JavaScript;Ruby;SQL;Ansible;Docker;Homebrew;Kubernetes;npm;Yarn;Ruby on Rails;AWS;Google Cloud;Elasticsearch;MySQL;PostgreSQL;Redis,77388.0,19
<35,Yes,Other,Master,6.0,4.0,United Kingdom of Great Britain and Northern Ireland,Yes,1,Bash/Shell;C#;C++;HTML/CSS;JavaScript;Python;SQL;TypeScript;Docker;Git;Terraform;ASP.NET;ASP.NET Core ;React.js;Microsoft Azure;Microsoft SQL Server;MongoDB,56874.0,17
<35,Yes,Other,NoHigherEd,10.0,5.0,United Kingdom of Great Britain and Northern Ireland,Yes,1,C#;JavaScript;PowerShell;SQL;ASP.NET;ASP.NET Core ;React.js;Microsoft SQL Server,31787.0,8
>35,Yes,Other,Undergraduate,24.0,22.0,Philippines,No,0,Bash/Shell;C;Go;Java;Node.js;PHP;Python;Ruby;SQL;Ansible;Chef;Docker;Git;Kubernetes;Puppet;Terraform;Angular.js;Django;Flask;Gatsby;Laravel;React.js;Ruby on Rails;Spring;AWS;Google Cloud Platform;Heroku;Oracle Cloud Infrastructure;Cassandra;DynamoDB;Elasticsearch;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite,24000.0,39
<35,Yes,Other,Master,4.0,2.0,Germany,No,1,Bash/Shell;Go;Python;SQL;Ansible;Docker;Homebrew;Kubernetes;Pulumi;Terraform;Yarn;AWS;Microsoft Azure;Elasticsearch;Microsoft SQL Server;MySQL;PostgreSQL;SQLite,98112.0,18