Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Publishing the Stack Overflow Developer Survey
Search
Julia Silge
August 27, 2019
Technology
2
77
Publishing the Stack Overflow Developer Survey
August 2019 talk at Pluralsight LIVE in SLC
Julia Silge
August 27, 2019
Tweet
Share
More Decks by Julia Silge
See All by Julia Silge
Introducing Positron
juliasilge
1
320
The right tool for the job
juliasilge
0
51
Good practices for applied machine learning
juliasilge
0
210
Applied machine learning with tidymodels
juliasilge
0
140
Maintaining an R Package
juliasilge
0
380
Text Mining: Exploratory Data Analysis to Machine Learning
juliasilge
1
240
Text Mining Using Tidy Data Principles
juliasilge
0
140
North American Developer Hiring Landscape
juliasilge
0
56
Understanding Principal Component Analysis Using Stack Overflow Data
juliasilge
13
4.5k
Other Decks in Technology
See All in Technology
Oracle Base Database Service 技術詳細
oracle4engineer
PRO
14
82k
IoTLT@ストラタシスジャパン_20251021
norioikedo
0
140
スタートアップの現場で実践しているテストマネジメント #jasst_kyushu
makky_tyuyan
0
140
Okta Identity Governanceで実現する最小権限の原則
demaecan
0
110
AWS re:Invent 2025事前勉強会資料 / AWS re:Invent 2025 pre study meetup
kinunori
0
580
re:Invent 2025の見どころと便利アイテムをご紹介 / Highlights and Useful Items for re:Invent 2025
yuj1osm
0
160
AI AgentをLangflowでサクッと作って、1日働かせてみた!
yano13
1
160
組織全員で向き合うAI Readyなデータ利活用
gappy50
3
1.1k
ストレージエンジニアの仕事と、近年の計算機について / 第58回 情報科学若手の会
pfn
PRO
3
870
プレイドのユニークな技術とインターンのリアル
plaidtech
PRO
1
420
abema-trace-sampling-observability-cost-optimization
tetsuya28
0
160
AI時代におけるデータの重要性 ~データマネジメントの第一歩~
ryoichi_ota
0
720
Featured
See All Featured
Six Lessons from altMBA
skipperchong
29
4k
Mobile First: as difficult as doing things right
swwweet
225
10k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
31
9.7k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
36
6.1k
Automating Front-end Workflow
addyosmani
1371
200k
Building Adaptive Systems
keathley
44
2.8k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
35
3.2k
The Cost Of JavaScript in 2023
addyosmani
55
9.1k
Designing for Performance
lara
610
69k
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.5k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
285
14k
Transcript
Publishing the Stack Overflow Developer Survey Pluralsight LIVE 2019
Photo Placeholder Data Scientist, Stack Overflow Hello! I’m Julia Silge
@juliasilge
Global survey of 90,000 people who code
Qualified Responses Worldwide Location People Europe 36,073 North America 25,526
Asia 18,273 South America 3,459 Africa 2,850 Australia/Oceania 2,434 Other (country not listed) 268
United States 23.6% India 10.2% Germany 6.6% United Kingdom 6.5%
Canada 3.8% France 2.7% Brazil 2.2% Poland 2.2%
1 Developer Identities
None
Many developers are early in their career 41% Have less
than 5 years professional coding experience
None
2 The Work of Writing Code
Technologies cluster in related ecosystems
Solving coding problems
3 Jobs and Salary
None
None
“ How did we get there?
Embrace efficient tools
None
├── DESCRIPTION ├── LICENSE ├── LICENSE.md ├── NAMESPACE ├── R
│ ├── bar.R │ ├── dsl.R │ ├── graph-bar.R │ ├── graphing.R │ ├── love-dread-want.R │ ├── render-survey.R │ ├── survey_sections.R │ ├── utils.R │ └── wrap-graph.R ├── README.md ├── data ├── data-raw │ ├── README_2019.txt │ ├── b2b.Rmd │ ├── b2b.md │ ├── b2b_custom_regional.Rmd │ ├── b2b_custom_regional.md Embrace efficient tools
None
None
Collaborate across disciplines
Choosing technologies
None
<?xml version='1.0' encoding='UTF-8' ?> <svg xmlns='http://www.w3.org/2000/svg' xmlns:xlink='http://www.w3.org/1999/xlink' viewBox='0 0 576.00
360.00'> <defs> <style type='text/css'><![CDATA[ line, polyline, path, rect, circle { fill: none; stroke: #000000; stroke-linecap: round; stroke-linejoin: round; stroke-miterlimit: 10.00; } ]]></style> </defs> <rect width='100%' height='100%' style='stroke: none; fill: #FFFFFF;'/> <defs> <clipPath id='cpNTQuODU0Nnw0ODAuODQzfDMyNS44MjF8NS40Nzk0NQ=='> <rect x='54.85' y='5.48' width='425.99' height='320.34' /> </clipPath> </defs> <polyline points='54.85,276.84 480.84,276.84 ' style='stroke-width: 0.53; stroke: #EBEBEB; stroke-linecap: butt;' clip-path='url(#cpNTQuODU0Nnw0ODAuODQzfDMyNS44MjF8NS40Nzk0NQ==)' /> <polyline points='54.85,208.01 480.84,208.01 ' style='stroke-width: 0.53; stroke: #EBEBEB; stroke-linecap: butt;' clip-path='url(#cpNTQuODU0Nnw0ODAuODQzfDMyNS44MjF8NS40Nzk0NQ==)' /> <polyline points='54.85,139.18 480.84,139.18 ' style='stroke-width: 0.53; stroke: #EBEBEB;
None
None
None
Be mindful of data impact
Data for Humans
Skewed Irrelevant Irresponsible
Skewed Irrelevant Irresponsible Tweets used by permission
Data for Humans
“ Where are we now?
Interesting Awesome Comprehensive
Interesting Awesome Comprehensive
Interesting Awesome Comprehensive
Thanks! Find me at @juliasilge and https://juliasilge.com/