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
93
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
360
The right tool for the job
juliasilge
0
76
Good practices for applied machine learning
juliasilge
0
240
Applied machine learning with tidymodels
juliasilge
0
160
Maintaining an R Package
juliasilge
0
420
Text Mining: Exploratory Data Analysis to Machine Learning
juliasilge
1
260
Text Mining Using Tidy Data Principles
juliasilge
0
180
North American Developer Hiring Landscape
juliasilge
0
81
Understanding Principal Component Analysis Using Stack Overflow Data
juliasilge
13
4.6k
Other Decks in Technology
See All in Technology
How to install a gem
indirect
0
1.7k
Datadog で実現するセキュリティ対策 ~オブザーバビリティとセキュリティを 一緒にやると何がいいのか~
a2ush
0
150
ハーネスエンジニアリング×AI適応開発
aictokamiya
0
110
Sansanの認証基盤を支えるアーキテクチャとその振り返り
sansantech
PRO
1
100
開発チームとQAエンジニアの新しい協業モデル -年末調整開発チームで実践する【QAリード施策】-
qa
0
340
Phase05_ClaudeCode入門
overflowinc
0
2.3k
Phase04_ターミナル基礎
overflowinc
0
2.5k
Why we keep our community?
kawaguti
PRO
0
290
AWS Systems Managerのハイブリッドアクティベーションを使用したガバメントクラウド環境の統合管理
toru_kubota
0
170
Laravelで学ぶOAuthとOpenID Connectの基礎と実装
kyoshidaxx
4
1.9k
GitHub Actions侵害 — 相次ぐ事例を振り返り、次なる脅威に備える
flatt_security
2
1.7k
スピンアウト講座01_GitHub管理
overflowinc
0
1.5k
Featured
See All Featured
<Decoding/> the Language of Devs - We Love SEO 2024
nikkihalliwell
1
160
Unsuck your backbone
ammeep
672
58k
Unlocking the hidden potential of vector embeddings in international SEO
frankvandijk
0
210
Learning to Love Humans: Emotional Interface Design
aarron
275
41k
Visualization
eitanlees
150
17k
ラッコキーワード サービス紹介資料
rakko
1
2.8M
Embracing the Ebb and Flow
colly
88
5k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
1
1.9k
Avoiding the “Bad Training, Faster” Trap in the Age of AI
tmiket
0
110
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
baasie
0
270
Facilitating Awesome Meetings
lara
57
6.8k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
38
2.8k
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/