| title | author | date | output |
|---|---|---|---|
2017 Developer Survey Stub |
clesiemo3 |
2017-06-25 |
html_document |
Sourced from https://github.com/dgrtwo/tabs-spaces-post
df <- read.csv("developer_survey_2017/survey_results_public.csv")
head(df)## Respondent Professional
## 1 1 Student
## 2 2 Student
## 3 3 Professional developer
## 4 4 Professional non-developer who sometimes writes code
## 5 5 Professional developer
## 6 6 Student
## ProgramHobby Country University
## 1 Yes, both United States No
## 2 Yes, both United Kingdom Yes, full-time
## 3 Yes, both United Kingdom No
## 4 Yes, both United States No
## 5 Yes, I program as a hobby Switzerland No
## 6 Yes, both New Zealand Yes, full-time
## EmploymentStatus
## 1 Not employed, and not looking for work
## 2 Employed part-time
## 3 Employed full-time
## 4 Employed full-time
## 5 Employed full-time
## 6 Not employed, and not looking for work
## FormalEducation
## 1 Secondary school
## 2 Some college/university study without earning a bachelor's degree
## 3 Bachelor's degree
## 4 Doctoral degree
## 5 Master's degree
## 6 Secondary school
## MajorUndergrad
## 1 <NA>
## 2 Computer science or software engineering
## 3 Computer science or software engineering
## 4 A non-computer-focused engineering discipline
## 5 Computer science or software engineering
## 6 <NA>
## HomeRemote
## 1 <NA>
## 2 More than half, but not all, the time
## 3 Less than half the time, but at least one day each week
## 4 Less than half the time, but at least one day each week
## 5 Never
## 6 <NA>
## CompanySize
## 1 <NA>
## 2 20 to 99 employees
## 3 10,000 or more employees
## 4 10,000 or more employees
## 5 10 to 19 employees
## 6 <NA>
## CompanyType
## 1 <NA>
## 2 Privately-held limited company, not in startup mode
## 3 Publicly-traded corporation
## 4 Non-profit/non-governmental organization or private school/university
## 5 Privately-held limited company, not in startup mode
## 6 <NA>
## YearsProgram YearsCodedJob YearsCodedJobPast
## 1 2 to 3 years <NA> <NA>
## 2 9 to 10 years <NA> <NA>
## 3 20 or more years 20 or more years <NA>
## 4 14 to 15 years 9 to 10 years <NA>
## 5 20 or more years 10 to 11 years <NA>
## 6 6 to 7 years <NA> <NA>
## DeveloperType
## 1 <NA>
## 2 <NA>
## 3 Other
## 4 <NA>
## 5 Mobile developer; Graphics programming; Desktop applications developer
## 6 <NA>
## WebDeveloperType MobileDeveloperType NonDeveloperType CareerSatisfaction
## 1 <NA> <NA> <NA> NA
## 2 <NA> <NA> <NA> NA
## 3 <NA> <NA> <NA> 8
## 4 <NA> <NA> Data scientist 6
## 5 <NA> <NA> <NA> 6
## 6 <NA> <NA> <NA> NA
## JobSatisfaction ExCoderReturn ExCoderNotForMe ExCoderBalance
## 1 NA <NA> <NA> <NA>
## 2 NA <NA> <NA> <NA>
## 3 9 <NA> <NA> <NA>
## 4 3 <NA> <NA> <NA>
## 5 8 <NA> <NA> <NA>
## 6 NA <NA> <NA> <NA>
## ExCoder10Years ExCoderBelonged ExCoderSkills ExCoderWillNotCode
## 1 <NA> <NA> <NA> <NA>
## 2 <NA> <NA> <NA> <NA>
## 3 <NA> <NA> <NA> <NA>
## 4 <NA> <NA> <NA> <NA>
## 5 <NA> <NA> <NA> <NA>
## 6 <NA> <NA> <NA> <NA>
## ExCoderActive PronounceGIF ProblemSolving BuildingThings
## 1 <NA> With a soft "g," like "jiff" Strongly agree Strongly agree
## 2 <NA> With a hard "g," like "gift" <NA> <NA>
## 3 <NA> With a hard "g," like "gift" Strongly agree Strongly agree
## 4 <NA> With a soft "g," like "jiff" Strongly agree Strongly agree
## 5 <NA> With a soft "g," like "jiff" <NA> <NA>
## 6 <NA> With a hard "g," like "gift" <NA> <NA>
## LearningNewTech BoringDetails JobSecurity DiversityImportant
## 1 Agree Disagree Strongly agree Agree
## 2 <NA> <NA> <NA> <NA>
## 3 Strongly agree Somewhat agree Agree Strongly agree
## 4 Strongly agree Dis
8000
agree Somewhat agree Agree
## 5 <NA> <NA> <NA> <NA>
## 6 <NA> <NA> <NA> <NA>
## AnnoyingUI FriendsDevelopers RightWrongWay UnderstandComputers
## 1 Agree Disagree Somewhat agree Disagree
## 2 <NA> <NA> <NA> <NA>
## 3 Agree Somewhat agree Disagree Disagree
## 4 Agree Agree Somewhat agree Strongly disagree
## 5 <NA> <NA> <NA> <NA>
## 6 <NA> <NA> <NA> <NA>
## SeriousWork InvestTimeTools WorkPayCare KinshipDevelopers
## 1 Strongly agree Strongly agree Strongly disagree Agree
## 2 <NA> <NA> <NA> <NA>
## 3 Agree Somewhat agree Disagree Somewhat agree
## 4 Strongly agree Agree Disagree Strongly agree
## 5 <NA> <NA> <NA> <NA>
## 6 <NA> <NA> <NA> <NA>
## ChallengeMyself CompetePeers ChangeWorld
## 1 Agree Disagree Agree
## 2 <NA> <NA> <NA>
## 3 Agree Disagree Agree
## 4 Strongly agree Somewhat agree Agree
## 5 <NA> <NA> <NA>
## 6 <NA> <NA> <NA>
## JobSeekingStatus
## 1 I'm not actively looking, but I am open to new opportunities
## 2 <NA>
## 3 <NA>
## 4 I am actively looking for a job
## 5 <NA>
## 6 I'm not actively looking, but I am open to new opportunities
## HoursPerWeek LastNewJob AssessJobIndustry
## 1 0 Not applicable/ never Very important
## 2 NA <NA> <NA>
## 3 NA <NA> <NA>
## 4 5 Between 2 and 4 years ago Somewhat important
## 5 NA <NA> <NA>
## 6 0 Not applicable/ never Important
## AssessJobRole AssessJobExp AssessJobDept AssessJobTech
## 1 Very important Important Very important Very important
## 2 <NA> <NA> <NA> <NA>
## 3 <NA> <NA> <NA> <NA>
## 4 Somewhat important Somewhat important Important Important
## 5 <NA> <NA> <NA> <NA>
## 6 Somewhat important Important Important Somewhat important
## AssessJobProjects AssessJobCompensation AssessJobOffice
## 1 Very important Important Very important
## 2 <NA> <NA> <NA>
## 3 <NA> <NA> <NA>
## 4 Very important Important Very important
## 5 <NA> <NA> <NA>
## 6 Somewhat important Important Somewhat important
## AssessJobCommute AssessJobRemote AssessJobLeaders
## 1 Very important Very important Very important
## 2 <NA> <NA> <NA>
## 3 <NA> <NA> <NA>
## 4 Important Somewhat important Not very important
## 5 <NA> <NA> <NA>
## 6 Important Somewhat important Not at all important
## AssessJobProfDevel AssessJobDiversity AssessJobProduct
## 1 Very important Somewhat important Not very important
## 2 <NA> <NA> <NA>
## 3 <NA> <NA> <NA>
## 4 Very important Important Very important
## 5 <NA> <NA> <NA>
## 6 Somewhat important Somewhat important Somewhat important
## AssessJobFinances
## 1 Somewhat important
## 2 <NA>
## 3 <NA>
## 4 Very important
## 5 <NA>
## 6 Not very important
## ImportantBenefits
## 1 Stock options; Vacation/days off; Remote options
## 2 <NA>
## 3 <NA>
## 4 Stock options; Annual bonus; Health benefits; Equipment; Private office
## 5 <NA>
## 6 Vacation/days off; Expected work hours
## ClickyKeys JobProfile ResumePrompted
## 1 Yes Other <NA>
## 2 No Other <NA>
## 3 Yes <NA> <NA>
## 4 Yes LinkedIn; Other <NA>
## 5 <NA> <NA> <NA>
## 6 Yes <NA> <NA>
## LearnedHiring
## 1 <NA>
## 2 Some other way
## 3 <NA>
## 4 A friend, family member, or former colleague told me
## 5 <NA>
## 6 <NA>
## ImportantHiringAlgorithms ImportantHiringTechExp
## 1 Important Important
## 2 Important Important
## 3 <NA> <NA>
## 4 Somewhat important Somewhat important
## 5 <NA> <NA>
## 6 Not very important Not very important
## ImportantHiringCommunication ImportantHiringOpenSource
## 1 Important Somewhat important
## 2 Important Important
## 3 <NA> <NA>
## 4 Very important Very important
## 5 <NA> <NA>
## 6 Not very important Important
## ImportantHiringPMExp ImportantHiringCompanies ImportantHiringTitles
## 1 Important Not very important Not very important
## 2 Somewhat important Somewhat important Not very important
## 3 <NA> <NA> <NA>
## 4 Somewhat important Somewhat important Not very important
## 5 <NA> <NA> <NA>
## 6 Not very important Not very important Not very important
## ImportantHiringEducation ImportantHiringRep
## 1 Not at all important Somewhat important
## 2 Somewhat important Not very important
## 3 <NA> <NA>
## 4 Not very important Important
## 5 <NA> <NA>
## 6 Not very important Not at all important
## ImportantHiringGettingThingsDone Currency
## 1 Very important <NA>
## 2 Very important British pounds sterling (£)
## 3 <NA> British pounds sterling (£)
## 4 Very important <NA>
## 5 <NA> <NA>
## 6 Not very important <NA>
## Overpaid TabsSpaces EducationImportant
## 1 <NA> Tabs <NA>
## 2 <NA> Spaces <NA>
## 3 Neither underpaid nor overpaid Spaces Not very important
## 4 <NA> Spaces <NA>
## 5 <NA> <NA> <NA>
## 6 <NA> Both <NA>
## EducationTypes
## 1 Online course; Open source contributions
## 2 Online course; Self-taught; Hackathon; Open source contributions
## 3 Self-taught; Coding competition; Hackathon; Open source contributions
## 4 <NA>
## 5 <NA>
## 6 Self-taught; Hackathon; Open source contributions
## SelfTaughtTypes
## 1 <NA>
## 2 Official documentation; Stack Overflow Q&A; Other
## 3 Official documentation; Trade book; Textbook; Stack Overflow Q&A; Non-Stack online communities; Company internal community; Friends network; Built-in help; Other
## 4 <NA>
## 5 <NA>
## 6 Official documentation; Stack Overflow Q&A; Non-Stack online communities; Built-in help
## TimeAfterBootcamp CousinEducation WorkStart
## 1 <NA> <NA> 6:00 AM
## 2 <NA> <NA> 10:00 AM
## 3 <NA> <NA> 9:00 AM
## 4 <NA> <NA> 9:00 AM
## 5 <NA> <NA> <NA>
## 6 <NA> <NA> 10:00 AM
## HaveWorkedLanguage
## 1 Swift
## 2 JavaScript; Python; Ruby; SQL
## 3 Java; PHP; Python
## 4 Matlab; Python; R; SQL
## 5 <NA>
## 6 JavaScript; PHP; Rust
## WantWorkLanguage HaveWorkedFramework
## 1 Swift <NA>
## 2 Java; Python; Ruby; SQL .NET Core
## 3 C; Python; Rust <NA>
## 4 Matlab; Python; R; SQL React
## 5 <NA> <NA>
## 6 Clojure; Elixir; Erlang; Haskell; Rust; TypeScript <NA>
## WantWorkFramework HaveWorkedDatabase
## 1 <NA> <NA>
## 2 .NET Core MySQL; SQLite
## 3 <NA> MySQL
## 4 Hadoop; Node.js; React MongoDB; Redis; SQL Server; MySQL; SQLite
## 5 <NA> <NA>
## 6 <NA> MySQL
## WantWorkDatabase
## 1 <NA>
## 2 MySQL; SQLite
## 3 <NA>
## 4 MongoDB; Redis; SQL Server; MySQL; SQLite
## 5 <NA>
## 6 <NA>
## HaveWorkedPlatform
## 1 iOS
## 2 Amazon Web Services (AWS)
## 3 <NA>
## 4 Windows Desktop; Linux Desktop; Mac OS; Amazon Web Services (AWS)
## 5 <NA>
## 6 Linux Desktop; Amazon Web Services (AWS)
## WantWorkPlatform
## 1 iOS
## 2 Linux Desktop; Raspberry Pi; Amazon Web Services (AWS)
## 3 <NA>
## 4 Windows Desktop; Linux Desktop; Mac OS; Amazon Web Services (AWS)
## 5 <NA>
## 6 Linux Desktop
## IDE
## 1 Atom; Xcode
## 2 Atom; Notepad++; Vim; PyCharm; RubyMine; Visual Studio; Visual Studio Code
## 3 Sublime Text; Vim; IntelliJ
## 4 Notepad++; Sublime Text; TextMate; Vim; IPython / Jupyter; NetBeans; PyCharm; Xcode
## 5 <NA>
## 6 Emacs; Vim
## AuditoryEnvironment
## 1 Turn on some music
## 2 Put on some ambient sounds (e.g. whale songs, forest sounds)
## 3 Turn on some music
## 4 Turn on some music
## 5 <NA>
## 6 Turn on some music
## Methodology VersionControl
## 1 <NA> <NA>
## 2 <NA> Git
## 3 Agile; Lean; Scrum; Extreme; Pair; Kanban Mercurial
## 4 Agile Git
## 5 <NA> <NA>
## 6 <NA> Git
## CheckInCode ShipIt OtherPeoplesCode ProjectManagement
## 1 <NA> <NA> <NA> <NA>
## 2 Multiple times a day Agree Disagree Strongly disagree
## 3 Multiple times a day Agree Disagree Disagree
## 4 Multiple times a day Somewhat agree Agree Somewhat agree
## 5 <NA> <NA> <NA> <NA>
## 6 A few times a week <NA> <NA> <NA>
## EnjoyDebugging InTheZone DifficultCommunication CollaborateRemote
## 1 <NA> <NA> <NA> <NA>
## 2 Agree Somewhat agree Disagree Strongly disagree
## 3 Agree Agree Disagree Somewhat agree
## 4 Somewhat agree Strongly agree Disagree Somewhat agree
## 5 <NA> <NA> <NA> <NA>
## 6 Agree Strongly agree <NA> Agree
## MetricAssess
## 1 <NA>
## 2 Customer satisfaction; On time/in budget; Peers' rating; Self-rating
## 3 Customer satisfaction; Benchmarked product performance; Manager's rating; Self-rating; Other
## 4 <NA>
## 5 <NA>
## 6 <NA>
## EquipmentSatisfiedMonitors EquipmentSatisfiedCPU EquipmentSatisfiedRAM
## 1 Somewhat satisfied Not very satisfied Not at all satisfied
## 2 Not very satisfied Satisfied Satisfied
## 3 Very satisfied Somewhat satisfied Satisfied
## 4 <NA> <NA> <NA>
## 5 Satisfied Satisfied Satisfied
## 6 <NA> <NA> <NA>
## EquipmentSatisfiedStorage EquipmentSatisfiedRW InfluenceInternet
## 1 Very satisfied Satisfied Not very satisfied
## 2 Satisfied Somewhat satisfied Satisfied
## 3 Satisfied Somewhat satisfied Very satisfied
## 4 <NA> <NA> <NA>
## 5 Satisfied Satisfied Satisfied
## 6 <NA> <NA> <NA>
## InfluenceWorkstation InfluenceHardware InfluenceServers
## 1 <NA> <NA> <NA>
## 2 No influence at all No influence at all No influence at all
## 3 A lot of influence Some influence Some influence
## 4 <NA> <NA> <NA>
## 5 <NA> <NA> <NA>
## 6 <NA> <NA> <NA>
## InfluenceTechStack InfluenceDeptTech InfluenceVizTools
## 1 <NA> <NA> <NA>
## 2 No influence at all No influence at all No influence at all
## 3 Some influence A lot of influence Some influence
## 4 <NA> <NA> <NA>
## 5 <NA> <NA> <NA>
## 6 <NA> <NA> <NA>
## InfluenceDatabase InfluenceCloud InfluenceConsultants
## 1 <NA> <NA> <NA>
## 2 No influence at all No influence at all No influence at all
## 3 Some influence Some influence Some influence
## 4 <NA> <NA> <NA>
## 5 <NA> <NA> <NA>
## 6 <NA> <NA> <NA>
## InfluenceRecruitment InfluenceCommunication
## 1 <NA> <NA>
## 2 No influence at all No influence at all
## 3 Some influence Some influence
## 4 <NA> <NA>
## 5 <NA> <NA>
## 6 <NA> <NA>
## StackOverflowDescribes
## 1 I have created a CV or Developer Story on Stack Overflow
## 2 I have created a CV or Developer Story on Stack Overflow
## 3 I have created a CV or Developer Story on Stack Overflow
## 4 I have created a CV or Developer Story on Stack Overflow
## 5 <NA>
## 6 I have a login for Stack Overflow, but haven't created a CV or Developer Story
## StackOverflowSatisfaction
## 1 9
## 2 8
## 3 8
## 4 10
## 5 NA
## 6 6
## StackOverflowDevices
## 1 Desktop; iOS app
## 2 Desktop; iOS browser; iOS app; Android browser; Android app
## 3 Desktop; iOS browser; iOS app
## 4 Desktop; iOS browser; iOS app
## 5 <NA>
## 6 Desktop; iOS browser; Android browser
## StackOverflowFoundAnswer StackOverflowCopiedCode StackOverflowJobListing
## 1 At least once each week Haven't done at all Once or twice
## 2 Several times Several times Once or twice
## 3 Once or twice Haven't done at all Haven't done at all
## 4 At least once each week Several times At least once each week
## 5 <NA> <NA> <NA>
## 6 Several times Haven't done at all Haven't done at all
## StackOverflowCompanyPage StackOverflowJobSearch
## 1 Haven't done at all Haven't done at all
## 2 Once or twice Once or twice
## 3 Haven't done at all Haven't done at all
## 4 Several times At least once each week
## 5 <NA> <NA>
## 6 Haven't done at all Haven't done at all
## StackOverflowNewQuestion StackOverflowAnswer StackOverflowMetaChat
## 1 Several times Several times Once or twice
## 2 Haven't done at all Several times At least once each week
## 3 Haven't done at all At least once each day At least once each day
## 4 Several times At least once each day At least once each day
## 5 <NA> <NA> <NA>
## 6 Haven't done at all Haven't done at all Haven't done at all
## StackOverflowAdsRelevant StackOverflowAdsDistracting
## 1 Somewhat agree Strongly disagree
## 2 Disagree Strongly disagree
## 3 Disagree Disagree
## 4 Agree Strongly disagree
## 5 <NA> <NA>
## 6 <NA> <NA>
## StackOverflowModeration StackOverflowCommunity StackOverflowHelpful
## 1 Strongly disagree Strongly agree Agree
## 2 Strongly disagree Strongly agree Agree
## 3 Strongly disagree Strongly agree Agree
## 4 Strongly disagree Strongly agree Strongly agree
## 5 <NA> <NA> <NA>
## 6 Agree Strongly disagree Agree
## StackOverflowBetter StackOverflowWhatDo StackOverflowMakeMoney Gender
## 1 Strongly agree Strongly agree Strongly disagree Male
## 2 Strongly agree Strongly agree Strongly disagree Male
## 3 Agree Agree Disagree Male
## 4 Agree Strongly agree Disagree Male
## 5 <NA> <NA> <NA> <NA>
## 6 Strongly agree Agree Disagree <NA>
## HighestEducationParents Race SurveyLong
## 1 High school White or of European descent Strongly disagree
## 2 A master's degree White or of European descent Somewhat agree
## 3 A professional degree White or of European descent Somewhat agree
## 4 A doctoral degree White or of European descent Agree
## 5 <NA> <NA> <NA>
## 6 A bachelor's degree White or of European descent Disagree
## QuestionsInteresting QuestionsConfusing InterestedAnswers Salary
## 1 Strongly agree Disagree Strongly agree NA
## 2 Somewhat agree Disagree Strongly agree NA
## 3 Agree Disagree Agree 113750
## 4 Agree Somewhat agree Strongly agree NA
## 5 <NA> <NA> <NA> NA
## 6 Agree Disagree Agree NA
## ExpectedSalary
## 1 NA
## 2 37500
## 3 NA
## 4 NA
## 5 NA
## 6 NA
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