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How Do Developers Discuss and Support New Programming Languages in Technical Q&A Site?
An Empirical Study of Go, Swift, and Rust in Stack Overflow

Initial tagset used in the study for Swift language

Tagname
swift
swift3
swiftui
sqlite.swift
swift2.3

Initial tagset used in the study for Go language

Tagname
go
gorm
goroutine
go-gorm
mgo
cgo

Initial tagset used in the study for Rust language

Tagname
rust
rust-cargo
rust-tokio
rust-diesel
rustdoc

Tag set used in the study to extract posts of Swift language

α Value β Value Set of Tags
0.01 0.01 generics, parse.com,
dictionary, cocoa, uiwebview
0.01 0.02 macos
0.01 0.03 firebase
0.02 0.01 uiviewcontroller, uiview,
uiimageview, uinavigationcontroller,
uiscrollview, uiimage
0.02 0.02 firebase-realtime-database
0.02 0.1 xcode
0.03 0.01 uibutton, uitextfield,
uilabel, tableview,
mapkit, uitabbarcontroller
0.03 0.02 core-data
0.03 0.06 uitableview
0.03 0.55 ios
0.04 0.01 realm, cocoapods, avfoundation,
segue
0.05 0.01 protocols, nsuserdefaults
0.05 0.02 sprite-kit, uicollectionview
0.06 0.01 swift4, uicollectionviewcell
0.07 0.5 swift
0.12 0.02 ios9
0.17 0.03 alamofire
0.21 0.03 xcode7
0.23 0.02 ios10
0.39 0.06 xcode8
1 0.01 swift-extensions, swift2.3,
swift-package-manager,
swift2.1, swift2.2
1 0.02 swift-protocols
1 0.03 swift-playground
1 0.29 swift2
1 0.63 swift3

Tag set used in the study to extract posts of Go language

α Value β Value Set of Tags
0.01 0.02 hibernate, mongodb
0.01 0.05 json
0.02 0.01 groovy, reflection
0.02 0.02 http
0.03 0.03 google-app-engine
0.04 0.01 interface, google-cloud-datastore
0.04 0.02 concurrency
0.05 0.03 struct
0.13 0.01 grpc
0.13 0.1 grails
0.15 0.01 grails-2.0
0.2 0.01 unmarshalling
0.21 0.02 slice
0.38 0.01 grails-domain-class
0.41 0.01 channel
0.86 0.01 go-templates
0.91 0.01 beego
0.97 0.01 mgo
0.99 0.01 gorilla
1 0.01 cgo, go-gorm
1 0.02 goroutine
1 0.1 gorm
1 0.89 go

Tag set used in the study to extract posts of Rust language

α Value β Value Set of Tags
0.01 0.01 types, reference,
enums, pattern-matching,
hashmap
0.01 0.02 vector, struct
0.01 0.03 generics
0.02 0.01 slice
0.02 0.02 iterator, macros
0.03 0.01 future
0.03 0.02 closures
0.07 0.01 mutable
0.21 0.02 ffi
0.24 0.04 traits
0.3 0.01 ownership
0.66 0.06 lifetime
0.87 0.01 hyper
1 0.01 serde, borrowing,
rust-tokio, rust-crates
1 0.03 borrow-checker
1 0.04 rust-cargo
1 1 rust

Top 6 word of each topic of Swift language

Topic Wordlist
View Controller Lifecycle view, controller, bar viewcontroller, segue, navigation
Request Handling alamofire, rest, http, request, promise ,api
SDK/Library Integration authentication, speech, xcode ,cocoapods, framework, Facebook-login
Portable Database realm, coredata, value, sqlite, save, key
Foundation Kit nsobject, nsarray, xctest, cocoa, libdispatch, nsdata
Type Conversion cast, type, double, string, variable, convert
Gesture Recognition pinch, tap, rotate, want, swipe, uigesturerecognizer
Migration class, nullability, objective, error, swift, work
Use of Simulator simulator, crash, schema, touchid, thread, memory
Testing unit, method, xctest, case, like, test
Sensor Integration sensor, sensorkit, make, rotate, question, accelerometer
Error Handling error, enum, catch, errortype, throw, try
Use of CoreSpotlight work, search, problem, index, content corespotlight
Cross Platform Tools native, using, react, flutter ,able, scade
UI Constraints button, bottom, anchor, uikit, constraint, size
User Interface cell, theme, tableview, custom, layout, ui
Graphics coregraphics, animation, cg, game, node, position
Serialization hierarchy, return, json, result, decode, encodable

Top 6 word of each topic of Go language

Topic Wordlist
Testing test, testing, case, character, option, like
Template Rendering template, number, page, html, tag, integer
Marshalling/Unmarshalling json, marshal, xml, pointer, nested, struct
Webserver request, server, app ,http, using, response
Library Integration Error httprouter, error, dleve, using, trying, golang
Memory Handling slice, allocation, buffer, return, leak, pointer
Type Conversion type, struct, value, variable, convert, integer
Database and ORM grail, connection, mysql, query, database, gorm
Go Channel channel, message ,testing, syntax, lock, lock
Go Routine program, time, run, command, process, goroutine
Build/Compilation Error gocompiler, cgo ,build, dwarf, import, gocache
I/O Operation pipe, file, ioutil, read, network, stdin
Migration syntax, structure, equivalent, communication, sort, convert

Top 6 word of each topic of Rust language

Topic Wordlist
Cargo library, package, crate, dependency, build, run
Borrow Mechanism reference, vector, mutable, borrow, iterator, element
Parallel Execution thread, time, channel, using, program, sync
Use of Trait trait function, lifetime, implement, method, closure
Mutability immutable, rust, dref, scope, trying, closure
Migration equivalent, compiler, jni, used, convert, ffi
Use of Struct syntax, lifetime, struct, array, enclosed, want
Mutex lock, mutex, read, rust, poisoned, clone
Generic Coding function, generic ,duplicate, feature, way, check

Median Time for Swift Questions

Month Year Median Time (minute)
January 2009 3787968.5
February 2009 2330862
August 2009 2774075
September 2009 9
December 2009 202931.5
January 2010 3897160
February 2010 1896553
April 2010 2272194
May 2010 780302
June 2010 188.5
July 2010 2
August 2010 2312761
November 2010 3123418.5
December 2010 1257576.5
February 2011 1982893
March 2011 2652702
April 2011 1860569
May 2011 1377824.5
June 2011 2346046
July 2011 1718831
August 2011 1568572
September 2011 1722042
October 2011 754720
November 2011 529634
December 2011 2011610
January 2012 1627719
February 2012 1170014
March 2012 745023.5
April 2012 1252969
May 2012 1433244
June 2012 1582347
July 2012 1213401.5
August 2012 1949214
September 2012 856744
October 2012 1787875
November 2012 1712604
December 2012 273893
January 2013 1776793
February 2013 1192164
March 2013 1193340
April 2013 835599
May 2013 8
June 2013 650033
July 2013 32.5
August 2013 305432
September 2013 730553
October 2013 1022931
November 2013 1176001
December 2013 469496
January 2014 1432
February 2014 154571
March 2014 480862
April 2014 564.5
May 2014 812101
June 2014 52688
July 2014 1904
August 2014 1429
September 2014 1720.5
October 2014 215.5
November 2014 218
December 2014 122
January 2015 116
February 2015 98
March 2015 75
April 2015 65.5
May 2015 57
June 2015 60
July 2015 50
August 2015 53
September 2015 77
October 2015 64
November 2015 53
December 2015 53
January 2016 54
February 2016 47
March 2016 45
April 2016 56
May 2016 49
June 2016 58.5
July 2016 53
August 2016 53
September 2016 82
October 2016 73.5
November 2016 60
December 2016 59
January 2017 54
February 2017 45
March 2017 50
April 2017 49
May 2017 42
June 2017 53
July 2017 40
August 2017 37
September 2017 50
October 2017 61
November 2017 47
December 2017 59
January 2018 42
February 2018 38
March 2018 38
April 2018 41
May 2018 36
June 2018 49
July 2018 42
August 2018 46
September 2018 41
October 2018 47
November 2018 43
December 2018 25.5

Median Time for Go Questions

Month Year Median Time (Minute)
October 2008 31676
November 2008 970517
January 2009 39389.5
February 2009 68
March 2009 1001
April 2009 83837.5
May 2009 989
June 2009 198.5
July 2009 734
August 2009 1021
September 2009 299.5
October 2009 3105.5
November 2009 1085
December 2009 1349
January 2010 454.5
February 2010 913
March 2010 322
April 2010 844
May 2010 707
June 2010 445
July 2010 219.5
August 2010 2741
September 2010 304
October 2010 425.5
November 2010 141
December 2010 141.5
January 2011 221
February 2011 238
March 2011 350
April 2011 884
May 2011 257.5
June 2011 210
July 2011 253
August 2011 167
September 2011 422.5
October 2011 630
November 2011 232
December 2011 293
January 2012 410.5
February 2012 185
March 2012 160
April 2012 330
May 2012 618
June 2012 269
July 2012 364
August 2012 381
September 2012 386.5
October 2012 156.5
November 2012 140
December 2012 195.5
January 2013 276
February 2013 181.5
March 2013 161
April 2013 210
May 2013 212
June 2013 235
July 2013 88
August 2013 121
September 2013 120.5
October 2013 140.5
November 2013 173.5
December 2013 139.5
January 2014 182
February 2014 87.5
March 2014 105
April 2014 82.5
May 2014 87.5
June 2014 63.5
July 2014 61
August 2014 56
September 2014 58
October 2014 63
November 2014 98
December 2014 110
January 2015 66
February 2015 89
March 2015 73
April 2015 73
May 2015 69
June 2015 65
July 2015 68
August 2015 75.5
September 2015 82
October 2015 81.5
November 2015 108
December 2015 71
January 2016 64
February 2016 58
March 2016 76.5
April 2016 53.5
May 2016 78
June 2016 60
July 2016 74
August 2016 72
September 2016 93
October 2016 91
November 2016 94
December 2016 88.5
January 2017 75
February 2017 90.5
March 2017 93
April 2017 78
May 2017 63
June 2017 60
July 2017 55
August 2017 72.5
September 2017 59
October 2017 71
November 2017 71
December 2017 64
January 2018 61
February 2018 60
March 2018 59
April 2018 75
May 2018 67
June 2018 76.5
July 2018 61
August 2018 66
September 2018 57
October 2018 51
November 2018 51
December 2018 25

Median Time for Rust Questions

Month Year Median Time (median)
September 2008 4185
January 2009 16
June 2009 4
July 2010 79368
October 2010 129
November 2010 23
July 2011 1980
January 2012 988032.5
February 2012 1600
March 2012 1634.5
June 2012 527
July 2012 256
September 2012 34.5
October 2012 646
November 2012 322787
January 2013 3879
February 2013 967
March 2013 67786
April 2013 1878
May 2013 279
June 2013 115
July 2013 442
August 2013 997.5
September 2013 437.5
October 2013 435
November 2013 335
December 2013 331
January 2014 226
February 2014 381.5
March 2014 221
April 2014 93.5
May 2014 66
June 2014 122
July 2014 106
August 2014 145
September 2014 107
October 2014 121
November 2014 47
December 2014 75
January 2015 46
February 2015 60.5
March 2015 84
April 2015 54
May 2015 40
June 2015 36
July 2015 40
August 2015 56
September 2015 62
October 2015 48
November 2015 51
December 2015 85.5
January 2016 57.5
February 2016 111
March 2016 70
April 2016 55
May 2016 40.5
June 2016 57
July 2016 50
August 2016 54.5
September 2016 45
October 2016 37
November 2016 60
December 2016 41
January 2017 75
February 2017 96
March 2017 51
April 2017 59
May 2017 109
June 2017 60
July 2017 35
August 2017 41.5
September 2017 88
October 2017 66
November 2017 59
December 2017 71
January 2018 59
February 2018 82
March 2018 81
April 2018 99
May 2018 75
June 2018 68.5
July 2018 74
August 2018 35
September 2018 94
October 2018 82.5
November 2018 74
December 2018 18.5

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