Data Tracking Books | Summaries & Audio

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 89%

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

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 89%

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

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 89%

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

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 88%

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

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 88%

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

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 88%

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

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

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 88%

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 88%

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

Privacy in the Age of Big Data

by Theresa Payton • 2014

Your devices watch everything you do. Here is what they collect and how to stop it.

3.56

112

🔒 Digital Privacy 👁️ Data Surveillance 📊 Personal Data

Privacy in the Age of Big Data 88%

Your devices watch everything you do. Here is what they collect and how to stop it.

by Theresa Payton 2014

3.56

112 ratings

🔒 Digital Privacy 👁️ Data Surveillance 📊 Personal Data

Web Analytics 2.0

by Avinash Kaushik • 2009

Your web data is lying to you. The framework that turns page views into decisions.

4.13

2k+

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Web Analytics 2.0 88%

Your web data is lying to you. The framework that turns page views into decisions.

by Avinash Kaushik 2009

4.13

2k+ ratings

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

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 88%

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

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 88%

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

Google Analytics

by Justin Cutroni • 2007

Turn Google Analytics from a hit counter into a decision engine with the right setup.

3.72

129

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

Google Analytics 88%

Turn Google Analytics from a hit counter into a decision engine with the right setup.

by Justin Cutroni 2007

3.72

129 ratings

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

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 88%

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

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

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 88%

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

Sports Analytics

by Benjamin C. Alamar • 2013

The playbook for installing analytics inside a sports organization, from data to decision.

3.51

130

📊 Sports Analytics 📈 Data Analytics 🗄️ Data Management

Sports Analytics 87%

The playbook for installing analytics inside a sports organization, from data to decision.

by Benjamin C. Alamar 2013

3.51

130 ratings

📊 Sports Analytics 📈 Data Analytics 🗄️ Data Management

Mastering Salesforce Reports and Dashboards

by David Carnes • 2023

Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.

5.00

🖥️ Crm Administration 📊 Dashboard Design 📈 Business Reporting

Mastering Salesforce Reports and Dashboards Summary

Mastering Salesforce Reports and Dashboards 87%

Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.

by David Carnes 2023

5.00

1 ratings

🖥️ Crm Administration 📊 Dashboard Design 📈 Business Reporting

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 87%

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

"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" 87%

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

Practical SQL

by Anthony DeBarros • 2022

Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.

4.26

239

💾 Sql 📊 Data Analysis 🗃️ Relational Databases

Practical SQL 87%

Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.

by Anthony DeBarros 2022

4.26

239 ratings

💾 Sql 📊 Data Analysis 🗃️ Relational Databases

Keeping Up with the Quants

by Thomas H. Davenport • 2013

You hired the quants. Now learn the questions that turn their numbers into decisions.

3.57

585

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Keeping Up with the Quants 87%

You hired the quants. Now learn the questions that turn their numbers into decisions.

by Thomas H. Davenport 2013

3.57

585 ratings

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Why Privacy Matters

by Neil Richards • 2021

Every argument that privacy is dead was made by someone who profits from its funeral.

4.06

177

🧑‍💻 Digital Privacy 👁️ Surveillance Studies ⚖️ Privacy Law

Why Privacy Matters 87%

Every argument that privacy is dead was made by someone who profits from its funeral.

by Neil Richards 2021

4.06

177 ratings

🧑‍💻 Digital Privacy 👁️ Surveillance Studies ⚖️ Privacy Law

Practical Statistics for Data Scientists

by Peter Bruce • 2017

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

4.02

545

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

Practical Statistics for Data Scientists Summary

Practical Statistics for Data Scientists 87%

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

by Peter Bruce 2017

4.02

545 ratings

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

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 87%

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

Mindmasters

by Sandra Matz • 2025

Algorithms read personality from digital traces. The fix isn't privacy; it's collective ownership.

3.96

399

💻 Digital Psychology ⚖️ Tech Ethics 🏭 Surveillance Capitalism

Mindmasters 87%

Algorithms read personality from digital traces. The fix isn't privacy; it's collective ownership.

by Sandra Matz 2025

3.96

399 ratings

💻 Digital Psychology ⚖️ Tech Ethics 🏭 Surveillance Capitalism

Nothing to Hide

by Daniel J. Solove • 2011

Sacrificing privacy for security is a false bargain; the real cost is liberty itself.

3.85

182

🔒 Digital Privacy 👁️ Government Surveillance ⚖️ Privacy Law

Nothing to Hide 87%

Sacrificing privacy for security is a false bargain; the real cost is liberty itself.

by Daniel J. Solove 2011

3.85

182 ratings

🔒 Digital Privacy 👁️ Government Surveillance ⚖️ Privacy Law

Predictive Analytics

by Eric Siegel • 2013

Companies know whether you'll leave, buy, or default before you've decided. Here's how.

3.66

2k+

📊 Data Science 🔮 Predictive Analytics 📈 Big Data

Predictive Analytics 87%

Companies know whether you'll leave, buy, or default before you've decided. Here's how.

by Eric Siegel 2013

3.66

2k+ ratings

📊 Data Science 🔮 Predictive Analytics 📈 Big Data

Bullet Journaling

by Silvia Rose • 2019

The analog system that corrals your tasks, uncovers your patterns, and turns planning into a treat.

3.43

📓 Bullet Journaling 📊 Habit Tracking 🎨 Visual Planning

Bullet Journaling 87%

The analog system that corrals your tasks, uncovers your patterns, and turns planning into a treat.

by Silvia Rose 2019

3.43

58 ratings

📓 Bullet Journaling 📊 Habit Tracking 🎨 Visual Planning

Google Hacks

by Rael Dornfest • 2003

Hidden syntax, tools, and 800 million Usenet messages: how to find anything with Google.

3.68

301

🔍 Internet Research 🔎 Search Techniques 💻 Hacker Culture

Google Hacks 87%

Hidden syntax, tools, and 800 million Usenet messages: how to find anything with Google.

by Rael Dornfest 2003

3.68

301 ratings

🔍 Internet Research 🔎 Search Techniques 💻 Hacker Culture

Learning Python Data Visualization

by Chad Adams • 2014

Turn spreadsheets and web data into SVG charts with Python, no design background required.

3.00

📊 Data Visualization 🐍 Python Programming 📈 Chart Creation

Learning Python Data Visualization Summary

Learning Python Data Visualization 87%

Turn spreadsheets and web data into SVG charts with Python, no design background required.

by Chad Adams 2014

3.00

5 ratings

📊 Data Visualization 🐍 Python Programming 📈 Chart Creation

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 87%

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

Everybody Lies

by Seth Stephens-Davidowitz • 2017

Google searches expose the racism, fear, and desire that surveys and social media carefully hide.

3.91

43k+

📊 Big Data 🖥️ Digital Behavior 🙈 Hidden Bias

Everybody Lies 87%

Google searches expose the racism, fear, and desire that surveys and social media carefully hide.

by Seth Stephens-Davidowitz 2017

3.91

43k+ ratings

📊 Big Data 🖥️ Digital Behavior 🙈 Hidden Bias

Mindf*ck

by Christopher Wylie • 2019

Fifty million profiles. Two elections. One whistleblower who built the weapon and then broke it.

4.36

8k+

🔒 Data Privacy 👁️ Surveillance Capitalism 🗳️ Electoral Interference

Mindf*ck 87%

Fifty million profiles. Two elections. One whistleblower who built the weapon and then broke it.

by Christopher Wylie 2019

4.36

8k+ ratings

🔒 Data Privacy 👁️ Surveillance Capitalism 🗳️ Electoral Interference

The Art of Invisibility

by Kevin D. Mitnick • 2017

From encrypted messages to burner devices, a hacker guide to vanishing from always-on surveillance.

3.98

5k+

🛡️ Digital Privacy 🔒 Operational Security 👁️ Mass Surveillance

The Art of Invisibility 87%

From encrypted messages to burner devices, a hacker guide to vanishing from always-on surveillance.

by Kevin D. Mitnick 2017

3.98

5k+ ratings

🛡️ Digital Privacy 🔒 Operational Security 👁️ Mass Surveillance

Robin Hood Math

by Noah Giansiracusa • 2025

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

3.91

185

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics

Robin Hood Math 87%

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

by Noah Giansiracusa 2025

3.91

185 ratings

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics

The Tyranny of Metrics

by Jerry Z. Muller • 2017

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

3.69

2k+

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

The Tyranny of Metrics 87%

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

by Jerry Z. Muller 2017

3.69

2k+ ratings

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

Python for Excel

by Felix Zumstein • 2021

Turn Excel into a Python engine: automate reports, scale past a million rows, and quit copy-pasting.

4.00

📊 Data Analysis 🤖 Spreadsheet Automation 🐼 Pandas Dataframes

Python for Excel 87%

Turn Excel into a Python engine: automate reports, scale past a million rows, and quit copy-pasting.

by Felix Zumstein 2021

4.00

41 ratings

📊 Data Analysis 🤖 Spreadsheet Automation 🐼 Pandas Dataframes

The Data Detective

by Tim Harford • 2020

Your emotions react to statistics before your brain does. Ten rules for getting the numbers right.

4.12

8k+

🧮 Statistical Literacy 🔍 Data Skepticism 🧠 Motivated Reasoning

The Data Detective 87%

Your emotions react to statistics before your brain does. Ten rules for getting the numbers right.

by Tim Harford 2020

4.12

8k+ ratings

🧮 Statistical Literacy 🔍 Data Skepticism 🧠 Motivated Reasoning

How Data Science Is Transforming Health Care

by Tim O'Reilly • 2012

Healthcare guesses which half of its treatments work. Data science is finally giving it an answer.

3.54

118

🎯 Precision Medicine 📊 Big Data 📈 Predictive Analytics

How Data Science Is Transforming Health Care Summary

How Data Science Is Transforming Health Care 87%

Healthcare guesses which half of its treatments work. Data science is finally giving it an answer.

by Tim O'Reilly 2012

3.54

118 ratings

🎯 Precision Medicine 📊 Big Data 📈 Predictive Analytics

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 87%

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

Becoming a Data Head

by Alex J. Gutman • 2021

The critical thinking toolkit for anyone who works with data but never plans to code.

4.18

480

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking

Becoming a Data Head 87%

The critical thinking toolkit for anyone who works with data but never plans to code.

by Alex J. Gutman 2021

4.18

480 ratings

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking

Python for Data Analysis

by Wes McKinney • 2011

The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.

4.17

2k+

🧹 Data Wrangling 🔬 Scientific Computing 📊 Data Visualization

Python for Data Analysis 87%

The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.

by Wes McKinney 2011

4.17

2k+ ratings

🧹 Data Wrangling 🔬 Scientific Computing 📊 Data Visualization

Python for Data Analysis

by Oscar Scratch • 2019

Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.

3.50

🧮 Scientific Computing 🔄 Data Manipulation 📊 Data Visualization

Python for Data Analysis 87%

Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.

by Oscar Scratch 2019

3.50

2 ratings

🧮 Scientific Computing 🔄 Data Manipulation 📊 Data Visualization

The Inevitable

by Kevin Kelly • 2016

Twelve forces are bending civilization in one direction, and we have just left the gate.

3.89

12k+

🔄 Digital Economy 🔮 Technological Forecasting 📊 Information Economy

The Inevitable 87%

Twelve forces are bending civilization in one direction, and we have just left the gate.

by Kevin Kelly 2016

3.89

12k+ ratings

🔄 Digital Economy 🔮 Technological Forecasting 📊 Information Economy

Key Performance Indicators

by David Parmenter • 2007

Most KPIs are decorative. How to find the 10 measures that actually move your company.

3.79

331

🎯 Performance Measurement ⚖️ Balanced Scorecard 📊 Business Metrics

Key Performance Indicators 87%

Most KPIs are decorative. How to find the 10 measures that actually move your company.

by David Parmenter 2007

3.79

331 ratings

🎯 Performance Measurement ⚖️ Balanced Scorecard 📊 Business Metrics

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 87%

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

Behind Every Good Decision

by Piyanka Jain • 2014

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

3.60

144

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks

Behind Every Good Decision 87%

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

by Piyanka Jain 2014

3.60

144 ratings

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks

Project Management Metrics, KPIs, and Dashboards

by Harold R. Kerzner • 2011

Dashboards that stop projects from flying blind: the value metrics your Gantt chart leaves out.

4.01

109

📋 Project Management 📏 Performance Measurement 📊 Dashboard Design

Project Management Metrics, KPIs, and Dashboards Summary

Project Management Metrics, KPIs, and Dashboards 87%

Dashboards that stop projects from flying blind: the value metrics your Gantt chart leaves out.

by Harold R. Kerzner 2011

4.01

109 ratings

📋 Project Management 📏 Performance Measurement 📊 Dashboard Design

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