Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Predictive Analytics for Cities
Search
Nick Grossman
November 08, 2012
Technology
290
1
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Predictive Analytics for Cities
Presentation given at the Harvard Kennedy School of Government.
Nick Grossman
November 08, 2012
More Decks by Nick Grossman
See All by Nick Grossman
Crowdsourcing Patent Examination
nickgrossman
0
4k
Winning on Trust
nickgrossman
0
580
Powered by Us: Architecting Policy for a Connected World
nickgrossman
0
1.7k
Peer Progress and Regulation 2.0
nickgrossman
3
29k
Peer Networks and Health Innovation
nickgrossman
8
3k
Charter Nodes: Supporting a Resilient Internet Economy
nickgrossman
1
130
Cities that Work Like the Web
nickgrossman
2
810
The Opportunity for Civic Startups
nickgrossman
1
110
Other Decks in Technology
See All in Technology
The future of architectural work
ufried
0
180
Claude Codeで作ったアプリを安全に公開する/Built with Claude Japan 2026
yoshidashingo
0
200
Active Directory と Entra ID のむむむな関係
murachiakira
PRO
3
1.7k
【dbts2026】AIエージェントの 判断と探索を変える、 データベース エンジニアリング― 既存DBの処理と依存関係から作る、オペレーショナルオントロジー ―
shisyu_gaku
0
230
2026 Apache Flink Community Checkpoint
rmetzger
0
200
Content Mapper APIの応用例~CSS Modules、言語ファイル~
uhyo
2
620
Context Ontology Accelerator 入門 (業務データの意味を、AI エージェントに渡す)
inariku
PRO
3
510
公共システムAdventCalendar2026
toru_kubota
0
280
"AWSはちょっと苦手"でも大丈夫。AWS Blocks で手軽に作る Flutter のバックエンド #FlutterKaigi
tacck
PRO
0
160
攻撃 3 時間 vs 復旧 10 時間。アクセスキー流出の非対称性を体感するために CTF を作った話
kazzpapa3
1
150
FinOpsを導入してマルチプロダクトのコスト最適化を実現する
kworkdev
PRO
0
140
`go get`したらELFが降ってきた件
taiyow
0
190
Featured
See All Featured
The Pragmatic Product Professional
lauravandoore
37
7.5k
Building Experiences: Design Systems, User Experience, and Full Site Editing
marktimemedia
1
660
Measuring Dark Social's Impact On Conversion and Attribution
stephenakadiri
2
320
Into the Great Unknown - MozCon
thekraken
41
2.8k
Skip the Path - Find Your Career Trail
mkilby
1
290
The Cost Of JavaScript in 2023
addyosmani
56
10k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
508
140k
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
katarinadahlin
PRO
3
3.9k
The Director’s Chair: Orchestrating AI for Truly Effective Learning
tmiket
1
350
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
680
Optimizing for Happiness
mojombo
378
71k
The SEO Collaboration Effect
kristinabergwall1
1
620
Transcript
None
None
Source: http://instagram.com/p/RY57HLNzpI/
Source: http://instagram.com/p/RY57HLNzpI/
Reactive to predictive
atlas.media.mit.edu
atlas.media.mit.edu Predictability, therefore, hints towards the existence of natural laws
that might not yet have been able to characterize or discover. -- Cesar Hidalgo
Source: http://gothamist.com/2009/01/30/maple_syrup_smell_moves_around.php
None
asthmapolis.com
sfpark.org
None
Capacity planning Emergency vehicle deployment Traffic flow Weather Budget analysis
Crime prevention Education etc
Some examples from the Internet
ads
fraud
security
security
privacy
privacy
authentication & authorization
GTFS 2005 2012 GTFS GTFS GTFS GTFS GTFS ? ?
? GTFS “pulling” standardization
TRUST BEFORE THE FACT AFTER THE FACT
TRUST Bureaucracy Friction Permission BEFORE THE FACT AFTER THE FACT
TRUST Bureaucracy Friction Permission Transparency Accountability Innovation BEFORE THE FACT
AFTER THE FACT