🏙️ Data-Driven Cities

Visions of urban life transformed by sensors, analytics, and smart infrastructure, exploring how data can make cities more efficient, equitable, and livable.

Smart Cities

by Anthony M. Townsend • 2013

Corporations are selling smart cities. A movement of civic hackers has a better blueprint.

3.61

817

🏙️ Urban Technology 🔌 Digital Infrastructure 🗳️ Civic Technology

Smart Cities 93%

Corporations are selling smart cities. A movement of civic hackers has a better blueprint.

by Anthony M. Townsend 2013

3.61

817 ratings

🏙️ Urban Technology 🔌 Digital Infrastructure 🗳️ Civic Technology

The Smart Enough City

by Ben Green • 2019

Smart cities dress up political problems as engineering ones. The fix is governance, not gadgets.

4.12

208

🏙️ Smart Cities 🏛️ Urban Policy 💻 Technology Criticism

The Smart Enough City 92%

Smart cities dress up political problems as engineering ones. The fix is governance, not gadgets.

by Ben Green 2019

4.12

208 ratings

🏙️ Smart Cities 🏛️ Urban Policy 💻 Technology Criticism

Against the smart city

by Adam Greenfield • 2013

Smart cities sell efficiency but deliver surveillance. The real operating system is people.

3.96

132

🏙️ Smart Cities 📐 Urban Planning 🔬 Technological Critique

Against the smart city 92%

Smart cities sell efficiency but deliver surveillance. The real operating system is people.

by Adam Greenfield 2013

3.96

132 ratings

🏙️ Smart Cities 📐 Urban Planning 🔬 Technological Critique

Data Strategy

by Bernard Marr • 2017

Profit from the data firehose: pick the right data, build a company that acts on it.

3.77

418

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Data Strategy 91%

Profit from the data firehose: pick the right data, build a company that acts on it.

by Bernard Marr 2017

3.77

418 ratings

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Road to Nowhere

by Paris Marx • 2022

The tech-driven transportation future is a dead end. The real fix: fewer cars, better transit.

4.16

643

🚗 Car Culture 🏙️ Urban Planning 💻 Techno-Solutionism

Road to Nowhere 91%

The tech-driven transportation future is a dead end. The real fix: fewer cars, better transit.

by Paris Marx 2022

4.16

643 ratings

🚗 Car Culture 🏙️ Urban Planning 💻 Techno-Solutionism

The Internet of Things

by Samuel Greengard • 2015

Connecting everything to the internet could add $33 trillion to the economy, and expose everything.

3.23

542

🌐 Internet Of Things 🏭 Industry 4.0 🔄 Digital Transformation

The Internet of Things 90%

Connecting everything to the internet could add $33 trillion to the economy, and expose everything.

by Samuel Greengard 2015

3.23

542 ratings

🌐 Internet Of Things 🏭 Industry 4.0 🔄 Digital Transformation

Streetfight

by Janette Sadik-Khan • 2016

Paint, data, and political nerve: beating the car-first status quo.

4.26

2k+

🛣️ Street Design 🎨 Tactical Urbanism 🌳 Public Space

Streetfight 90%

Paint, data, and political nerve: beating the car-first status quo.

by Janette Sadik-Khan 2016

4.26

2k+ ratings

🛣️ Street Design 🎨 Tactical Urbanism 🌳 Public Space

Big Data

by Viktor Mayer-Schönberger • 2013

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

3.69

9k+

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data

Big Data 90%

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

by Viktor Mayer-Schönberger 2013

3.69

9k+ ratings

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data

The Rise of the Creative Class

by Richard Florida • 2004

Jobs once followed factories. Now a class of creatives clusters in the most tolerant cities.

3.68

3k+

🏙️ Urban Economics 🎨 Creative Industries 🧠 Knowledge Work

The Rise of the Creative Class 89%

Jobs once followed factories. Now a class of creatives clusters in the most tolerant cities.

by Richard Florida 2004

3.68

3k+ ratings

🏙️ Urban Economics 🎨 Creative Industries 🧠 Knowledge Work

Confident Data Skills

by Kirill Eremenko • 2018

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

4.12

211

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics

Confident Data Skills 89%

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

by Kirill Eremenko 2018

4.12

211 ratings

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics

Privacy is Power

by Carissa Véliz • 2020

Your data is not the product; it's the toxic spill that's eroding your freedom.

4.02

1k+

🔒 Digital Privacy 💰 Data Economy 📹 Mass Surveillance

Privacy is Power 89%

Your data is not the product; it's the toxic spill that's eroding your freedom.

by Carissa Véliz 2020

4.02

1k+ ratings

🔒 Digital Privacy 💰 Data Economy 📹 Mass Surveillance

HBR Guide to Data Analytics Basics for Managers

by Harvard Business Review • 2018

The manager's checklist: what to verify before any number shapes your next decision.

3.86

383

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

HBR Guide to Data Analytics Basics for Managers Summary

HBR Guide to Data Analytics Basics for Managers 89%

The manager's checklist: what to verify before any number shapes your next decision.

by Harvard Business Review 2018

3.86

383 ratings

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

Dataclysm

by Christian Rudder • 2014

Big data from dating sites and social media exposes the uncomfortable truths we hide from ourselves.

3.73

12k+

📊 Big Data 💘 Online Dating 🖥️ Digital Anthropology

Dataclysm 89%

Big data from dating sites and social media exposes the uncomfortable truths we hide from ourselves.

by Christian Rudder 2014

3.73

12k+ ratings

📊 Big Data 💘 Online Dating 🖥️ Digital Anthropology

Triumph of the City

by Edward L. Glaeser • 2011

Poverty flocks to cities because cities are the escape route. The economic case for density.

3.91

6k+

🏙️ Urban Economics 🏗️ City Planning 🏘️ Urban Density

Triumph of the City 89%

Poverty flocks to cities because cities are the escape route. The economic case for density.

by Edward L. Glaeser 2011

3.91

6k+ ratings

🏙️ Urban Economics 🏗️ City Planning 🏘️ Urban Density

Data Analytics Made Accessible

by Anil Maheshwari • 2014

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

3.76

323

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

Data Analytics Made Accessible 89%

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

by Anil Maheshwari 2014

3.76

323 ratings

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

Building and Dwelling

by Richard Sennett • 2018

A city is two things: physical form and lived experience. Ethical design puts the second first.

4.02

983

🏙️ Urban Design 👥 Urban Sociology 🏛️ Ethics Of Place

Building and Dwelling 89%

A city is two things: physical form and lived experience. Ethical design puts the second first.

by Richard Sennett 2018

4.02

983 ratings

🏙️ Urban Design 👥 Urban Sociology 🏛️ Ethics Of Place

Information Is Beautiful

by David McCandless • 2001

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

4.12

4k+

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Information Is Beautiful 89%

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

by David McCandless 2001

4.12

4k+ ratings

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Curbing Traffic

by Melissa Bruntlett • 2021

Dutch cities prove removing cars heals loneliness, restores childhood, and makes everyone richer.

4.38

633

🏛️ Urban Policy 🏗️ Urban Design 🚗 Car Dependency

Curbing Traffic 89%

Dutch cities prove removing cars heals loneliness, restores childhood, and makes everyone richer.

by Melissa Bruntlett 2021

4.38

633 ratings

🏛️ Urban Policy 🏗️ Urban Design 🚗 Car Dependency

Networks of New York

by Ingrid Burrington • 2016

Orange lines on the pavement mark fiber-optic cables: a field guide to the visible internet.

3.80

232

🏙️ Urban Infrastructure 🌐 Network Infrastructure 📖 Visual Field Guides

Networks of New York 89%

Orange lines on the pavement mark fiber-optic cables: a field guide to the visible internet.

by Ingrid Burrington 2016

3.80

232 ratings

🏙️ Urban Infrastructure 🌐 Network Infrastructure 📖 Visual Field Guides

How Data Happened

by Chris Wiggins • 2023

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

3.54

467

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics

How Data Happened 89%

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

by Chris Wiggins 2023

3.54

467 ratings

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics

Urban Acupuncture

by Jaime Lerner • 2003

Fast, precise interventions where a city hurts trigger chain reactions no master plan ever could.

3.66

490

🏙️ Urban Design ⚡ Tactical Urbanism 🌳 Public Space

Urban Acupuncture 89%

Fast, precise interventions where a city hurts trigger chain reactions no master plan ever could.

by Jaime Lerner 2003

3.66

490 ratings

🏙️ Urban Design ⚡ Tactical Urbanism 🌳 Public Space

Bursts

by Albert-László Barabási • 2010

Why your email bursts, your travels repeat, and history rhymes: one hidden law of priority.

3.30

1k+

🕸️ Complex Systems 🔗 Network Science 📉 Power Laws

Bursts 89%

Why your email bursts, your travels repeat, and history rhymes: one hidden law of priority.

by Albert-László Barabási 2010

3.30

1k+ ratings

🕸️ Complex Systems 🔗 Network Science 📉 Power Laws

Big Data

by Bernard Marr • 2015

Most data projects fail because they start with data, not strategy. Five questions change that.

3.59

416

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Big Data 89%

Most data projects fail because they start with data, not strategy. Five questions change that.

by Bernard Marr 2015

3.59

416 ratings

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Social Physics

by Alex Pentland • 2014

Idea flow through social networks predicts team output and city GDP better than individual talent.

3.53

1k+

🕸️ Network Science 💻 Computational Social Science 🧠 Social Learning

Social Physics 89%

Idea flow through social networks predicts team output and city GDP better than individual talent.

by Alex Pentland 2014

3.53

1k+ ratings

🕸️ Network Science 💻 Computational Social Science 🧠 Social Learning

Data Science

by John D. Kelleher • 2018

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

3.90

876

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling

Data Science 89%

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

by John D. Kelleher 2018

3.90

876 ratings

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling

Power to the Public

by Tara Dawson McGuinness • 2021

Government services fail because they skip users. The fix: design with people, real data, iterate.

3.98

320

🏛️ Civic Technology 📜 Government Reform 🧑‍💻 Human-Centered Design

Power to the Public 89%

Government services fail because they skip users. The fix: design with people, real data, iterate.

by Tara Dawson McGuinness 2021

3.98

320 ratings

🏛️ Civic Technology 📜 Government Reform 🧑‍💻 Human-Centered Design

⿻ 數位 Plurality

by E. Glen Weyl • 2024

Tech promised liberation but delivered surveillance and polarization. Taiwan found the off-ramp.

3.51

🗳️ Digital Democracy 🏛️ Civic Technology 🧠 Collective Intelligence

⿻ 數位 Plurality 89%

Tech promised liberation but delivered surveillance and polarization. Taiwan found the off-ramp.

by E. Glen Weyl 2024

3.51

47 ratings

🗳️ Digital Democracy 🏛️ Civic Technology 🧠 Collective Intelligence

The Right to Oblivion

by Lowry Pressly • 2024

Privacy isn't about controlling your data. It's about keeping whole regions of life unrecordable.

4.01

254

👁️ Surveillance Studies ⚙️ Philosophy Of Technology 🔒 Digital Privacy

The Right to Oblivion 89%

Privacy isn't about controlling your data. It's about keeping whole regions of life unrecordable.

by Lowry Pressly 2024

4.01

254 ratings

👁️ Surveillance Studies ⚙️ Philosophy Of Technology 🔒 Digital Privacy

Tactical Urbanism

by Mike Lydon • 2014

How to hack your city with paint, planters, and pop-up parks, and prove change is possible now.

3.99

315

🛠️ Diy Urbanism 🎨 Creative Placemaking 🏗️ Pop-Up Urbanism

Tactical Urbanism 89%

How to hack your city with paint, planters, and pop-up parks, and prove change is possible now.

by Mike Lydon 2014

3.99

315 ratings

🛠️ Diy Urbanism 🎨 Creative Placemaking 🏗️ Pop-Up Urbanism

Homelessness Is a Housing Problem

by Gregg Colburn • 2022

Homelessness rates don't track mental illness or poverty. They track rent and vacancy rates.

4.21

1k+

� Housing Policy 🏙️ Urban Economics 🏘️ Affordable Housing

Homelessness Is a Housing Problem Summary

Homelessness Is a Housing Problem 89%

Homelessness rates don't track mental illness or poverty. They track rent and vacancy rates.

by Gregg Colburn 2022

4.21

1k+ ratings

� Housing Policy 🏙️ Urban Economics 🏘️ Affordable Housing

Extrastatecraft

by Keller Easterling • 2014

Free zones and broadband cables don't just move goods. They rewrite who governs the world.

3.68

410

🏗️ Infrastructure Politics 📐 Architectural Theory 🌍 Global Urbanism

Extrastatecraft 89%

Free zones and broadband cables don't just move goods. They rewrite who governs the world.

by Keller Easterling 2014

3.68

410 ratings

🏗️ Infrastructure Politics 📐 Architectural Theory 🌍 Global Urbanism

Walkable City

by Jeff Speck • 2012

America's downtowns died for parking. The rules for bringing them back, starting at the curb.

4.32

9k+

🏙️ Urban Planning 🏘️ New Urbanism 🚶 Walkable Cities

Walkable City 89%

America's downtowns died for parking. The rules for bringing them back, starting at the curb.

by Jeff Speck 2012

4.32

9k+ ratings

🏙️ Urban Planning 🏘️ New Urbanism 🚶 Walkable Cities

DAMA-DMBOK

by DAMA International • 2017

Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.

4.15

172

👔 Data Governance 🏢 Enterprise Data Strategy 🧱 Data Architecture

DAMA-DMBOK 89%

Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.

by DAMA International 2017

4.15

172 ratings

👔 Data Governance 🏢 Enterprise Data Strategy 🧱 Data Architecture

Doing Data Science

by Cathy O'Neil • 2013

Your model is lying to you. The ninety percent of data science that algorithms won't fix.

3.73

567

📊 Data Science 📈 Statistical Thinking 🧹 Data Wrangling

Doing Data Science 89%

Your model is lying to you. The ninety percent of data science that algorithms won't fix.

by Cathy O'Neil 2013

3.73

567 ratings

📊 Data Science 📈 Statistical Thinking 🧹 Data Wrangling

Scale

by Geoffrey B. West • 2017

The same simple math governs your heartbeat, your city's growth, and your company's lifespan.

4.11

6k+

📏 Scaling Laws 🧩 Complex Systems 🏙️ Urban Science

Scale 88%

The same simple math governs your heartbeat, your city's growth, and your company's lifespan.

by Geoffrey B. West 2017

4.11

6k+ ratings

📏 Scaling Laws 🧩 Complex Systems 🏙️ Urban Science

Fundamentals of Data Engineering

by Joe Reis • 2022

Data scientists spend 80% of their time cleaning data. The systems blueprint that frees them.

4.16

945

🛠️ Data Engineering 🏗️ Data Architecture 🔗 Data Pipelines

Fundamentals of Data Engineering Summary

Fundamentals of Data Engineering 88%

Data scientists spend 80% of their time cleaning data. The systems blueprint that frees them.

by Joe Reis 2022

4.16

945 ratings

🛠️ Data Engineering 🏗️ Data Architecture 🔗 Data Pipelines

What Would Google Do?

by Jeff Jarvis • 2009

The internet's most successful company wrote a playbook, and it has nothing to do with search.

3.87

11k+

🌐 Internet Business 🏗️ Platform Economics 🔓 Open Systems

What Would Google Do? 88%

The internet's most successful company wrote a playbook, and it has nothing to do with search.

by Jeff Jarvis 2009

3.87

11k+ ratings

🌐 Internet Business 🏗️ Platform Economics 🔓 Open Systems

The Age of Surveillance Capitalism

by Shoshana Zuboff • 2018

Your private moments are now raw data, harvested without consent to predict and sell your future.

4.05

14k+

👁️ Corporate Surveillance 📊 Data Economy 🔍 Tech Industry Critique

The Age of Surveillance Capitalism Summary

The Age of Surveillance Capitalism 88%

Your private moments are now raw data, harvested without consent to predict and sell your future.

by Shoshana Zuboff 2018

4.05

14k+ ratings

👁️ Corporate Surveillance 📊 Data Economy 🔍 Tech Industry Critique

The Exponential Age

by Azeem Azhar • 2021

Tech accelerates exponentially; institutions crawl. The gap is reshaping wealth, work, and war.

3.98

1k+

🤖 Technology And Society ⚡ Digital Disruption 🐌 Institutional Lag

The Exponential Age 88%

Tech accelerates exponentially; institutions crawl. The gap is reshaping wealth, work, and war.

by Azeem Azhar 2021

3.98

1k+ ratings

🤖 Technology And Society ⚡ Digital Disruption 🐌 Institutional Lag

Dragnet Nation

by Julia Angwin • 2014

A journalist tried to opt out of digital surveillance for a year. The system refused.

3.68

659

🛡️ Digital Surveillance 🔒 Data Privacy 👁️ Mass Surveillance

Dragnet Nation 88%

A journalist tried to opt out of digital surveillance for a year. The system refused.

by Julia Angwin 2014

3.68

659 ratings

🛡️ Digital Surveillance 🔒 Data Privacy 👁️ Mass Surveillance

Superagency

by Reid Hoffman • 2025

AI multiplies human agency. That power will concentrate or spread. The choice is ours.

3.33

1k+

🏛️ Ai Policy 🌅 Tech Optimism ⚖️ Ai Ethics

Superagency 88%

AI multiplies human agency. That power will concentrate or spread. The choice is ours.

by Reid Hoffman 2025

3.33

1k+ ratings

🏛️ Ai Policy 🌅 Tech Optimism ⚖️ Ai Ethics

The Option of Urbanism

by Christopher B. Leinberger • 2007

America's car suburbs were built by policy, not consumer choice. The market now wants the opposite.

3.89

185

🏙️ Urban Planning 🏘️ Sprawl 🏗️ New Urbanism

The Option of Urbanism 88%

America's car suburbs were built by policy, not consumer choice. The market now wants the opposite.

by Christopher B. Leinberger 2007

3.89

185 ratings

🏙️ Urban Planning 🏘️ Sprawl 🏗️ New Urbanism

"I Have Nothing to Hide"

by Heidi Boghosian • 2021

Mass surveillance survives on one belief: privacy is for wrongdoers. Twenty myths keep it expanding.

3.64

191

🛰️ Mass Surveillance 🔒 Digital Privacy 🏢 Corporate Surveillance

"I Have Nothing to Hide" 88%

Mass surveillance survives on one belief: privacy is for wrongdoers. Twenty myths keep it expanding.

by Heidi Boghosian 2021

3.64

191 ratings

🛰️ Mass Surveillance 🔒 Digital Privacy 🏢 Corporate Surveillance

Liquid Surveillance

by Zygmunt Bauman • 2012

Surveillance has gone from prison tower to loyalty card: fluid, seductive, and nearly invisible.

3.80

490

👁️ Surveillance Studies 🔒 Digital Privacy 🏛️ Post-Panoptic Theory

Liquid Surveillance 88%

Surveillance has gone from prison tower to loyalty card: fluid, seductive, and nearly invisible.

by Zygmunt Bauman 2012

3.80

490 ratings

👁️ Surveillance Studies 🔒 Digital Privacy 🏛️ Post-Panoptic Theory

The Quantified Self

by Deborah Lupton • 2016

Your fitness tracker feeds a digital economy that profits from your body's data.

3.81

📊 Digital Self-Tracking 👁️ Data And Surveillance 🔍 Critical Data Studies

The Quantified Self 88%

Your fitness tracker feeds a digital economy that profits from your body's data.

by Deborah Lupton 2016

3.81

86 ratings

📊 Digital Self-Tracking 👁️ Data And Surveillance 🔍 Critical Data Studies

The Great Reset

by Richard Florida • 2010

Crashes rebuild how we live. Two gave us factories and suburbs. The third is remaking cities.

3.59

656

🏙️ Urban Economics 🗺️ Economic Geography 🏗️ Infrastructure

The Great Reset 88%

Crashes rebuild how we live. Two gave us factories and suburbs. The third is remaking cities.

by Richard Florida 2010

3.59

656 ratings

🏙️ Urban Economics 🗺️ Economic Geography 🏗️ Infrastructure

Dignity in a Digital Age

by Ro Khanna • 2022

Five cities captured 90% of tech job growth. The case for creating digital opportunity everywhere.

3.71

149

⚙️ Tech Policy 🌐 Digital Divide 🗺️ Economic Geography

Dignity in a Digital Age 88%

Five cities captured 90% of tech job growth. The case for creating digital opportunity everywhere.

by Ro Khanna 2022

3.71

149 ratings

⚙️ Tech Policy 🌐 Digital Divide 🗺️ Economic Geography

Hadoop

by Tom White • 2009

How to turn cheap servers into a petabyte-scale data platform, from HDFS to real-time streaming.

3.93

1k+

📊 Big Data 🖧 Distributed Systems 🐘 Hadoop Ecosystem

Hadoop 88%

How to turn cheap servers into a petabyte-scale data platform, from HDFS to real-time streaming.

by Tom White 2009

3.93

1k+ ratings

📊 Big Data 🖧 Distributed Systems 🐘 Hadoop Ecosystem

The Anarchist In The Library

by Siva Vaidhyanathan • 2004

The web set free-sharing anarchists against control-hungry oligarchs, and neither side is winning.

3.50

175

🛡️ Digital Rights ⚖️ Copyright Politics 🏛️ Cultural Commons

The Anarchist In The Library 88%

The web set free-sharing anarchists against control-hungry oligarchs, and neither side is winning.

by Siva Vaidhyanathan 2004

3.50

175 ratings

🛡️ Digital Rights ⚖️ Copyright Politics 🏛️ Cultural Commons

How Infrastructure Works

by Deb Chachra • 2023

The hidden networks you rely on were built for a climate that no longer exists.

3.64

937

🏗️ Infrastructure Design 🧩 Systems Thinking 🕸️ Network Effects

How Infrastructure Works 88%

The hidden networks you rely on were built for a climate that no longer exists.

by Deb Chachra 2023

3.64

937 ratings

🏗️ Infrastructure Design 🧩 Systems Thinking 🕸️ Network Effects

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