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Data Analysis Books

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Python for Data Analysis Python for Data Analysis (Paperback)
by (shelved 46 times as data-analysis)
avg rating 4.17 — 2,488 ratings — published 2011
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Storytelling with Data: A Data Visualization Guide for Business Professionals Storytelling with Data: A Data Visualization Guide for Business Professionals (Paperback)
by (shelved 44 times as data-analysis)
avg rating 4.38 — 8,574 ratings — published 2015
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Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking (Paperback)
by (shelved 22 times as data-analysis)
avg rating 4.12 — 2,686 ratings — published 2013
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Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists (Paperback)
by (shelved 21 times as data-analysis)
avg rating 4.07 — 313 ratings — published 2010
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Naked Statistics: Stripping the Dread from the Data Naked Statistics: Stripping the Dread from the Data (Paperback)
by (shelved 16 times as data-analysis)
avg rating 3.95 — 15,540 ratings — published 2012
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The Art of Statistics: How to Learn from Data The Art of Statistics: How to Learn from Data (Hardcover)
by (shelved 15 times as data-analysis)
avg rating 4.15 — 6,003 ratings — published 2019
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The Signal and the Noise: Why So Many Predictions Fail—But Some Don't The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 15 times as data-analysis)
avg rating 3.97 — 53,176 ratings — published 2012
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Hardcover)
by (shelved 12 times as data-analysis)
avg rating 3.87 — 31,082 ratings — published 2016
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 11 times as data-analysis)
avg rating 4.59 — 2,363 ratings — published 2013
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Big Data: A Revolution That Will Transform How We Live, Work, and Think Big Data: A Revolution That Will Transform How We Live, Work, and Think (Hardcover)
by (shelved 10 times as data-analysis)
avg rating 3.69 — 8,701 ratings — published 2013
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Data Smart: Using Data Science to Transform Information into Insight Data Smart: Using Data Science to Transform Information into Insight (Paperback)
by (shelved 10 times as data-analysis)
avg rating 4.12 — 1,021 ratings — published 2013
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Head First Data Analysis: A learner's guide to big numbers, statistics, and good decisions Head First Data Analysis: A learner's guide to big numbers, statistics, and good decisions (Paperback)
by (shelved 10 times as data-analysis)
avg rating 3.69 — 286 ratings — published 2009
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Information Dashboard Design: The Effective Visual Commmunication of Data Information Dashboard Design: The Effective Visual Commmunication of Data (Paperback)
by (shelved 10 times as data-analysis)
avg rating 4.01 — 1,809 ratings — published 2010
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Lean Analytics: Use Data to Build a Better Startup Faster Lean Analytics: Use Data to Build a Better Startup Faster (Hardcover)
by (shelved 9 times as data-analysis)
avg rating 4.10 — 8,258 ratings — published 2013
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R Cookbook: Proven Recipes for Data Analysis, Statistics, and Graphics (O'reilly Cookbooks) R Cookbook: Proven Recipes for Data Analysis, Statistics, and Graphics (O'reilly Cookbooks)
by (shelved 9 times as data-analysis)
avg rating 4.05 — 446 ratings — published 2011
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The Visual Display of Quantitative Information The Visual Display of Quantitative Information (Hardcover)
by (shelved 9 times as data-analysis)
avg rating 4.39 — 8,798 ratings — published 1983
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Fundamentals of Data Engineering: Plan and Build Robust Data Systems Fundamentals of Data Engineering: Plan and Build Robust Data Systems (Paperback)
by (shelved 8 times as data-analysis)
avg rating 4.14 — 1,063 ratings — published 2022
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Invisible Women: Data Bias in a World Designed for Men Invisible Women: Data Bias in a World Designed for Men (Hardcover)
by (shelved 8 times as data-analysis)
avg rating 4.33 — 183,797 ratings — published 2019
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Practical Statistics for Data Scientists: 50 Essential Concepts Practical Statistics for Data Scientists: 50 Essential Concepts (Paperback)
by (shelved 8 times as data-analysis)
avg rating 4.02 — 553 ratings — published
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Bayesian Data Analysis Bayesian Data Analysis (Hardcover)
by (shelved 8 times as data-analysis)
avg rating 4.21 — 544 ratings — published 1995
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 8 times as data-analysis)
avg rating 4.43 — 1,915 ratings — published 2001
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Visualize This: The FlowingData Guide to Design, Visualization, and Statistics Visualize This: The FlowingData Guide to Design, Visualization, and Statistics (Paperback)
by (shelved 8 times as data-analysis)
avg rating 3.88 — 1,187 ratings — published 2011
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SQL for Data Analysis: Advanced Techniques for Transforming Data into Insights SQL for Data Analysis: Advanced Techniques for Transforming Data into Insights (Paperback)
by (shelved 7 times as data-analysis)
avg rating 4.27 — 62 ratings — published
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The Hundred-Page Machine Learning Book The Hundred-Page Machine Learning Book (Paperback)
by (shelved 7 times as data-analysis)
avg rating 4.25 — 1,499 ratings — published
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Artificial Intelligence: A Guide for Thinking Humans Artificial Intelligence: A Guide for Thinking Humans (Hardcover)
by (shelved 7 times as data-analysis)
avg rating 4.32 — 4,339 ratings — published 2019
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Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures (Paperback)
by (shelved 7 times as data-analysis)
avg rating 4.40 — 242 ratings — published
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The Book of Why: The New Science of Cause and Effect The Book of Why: The New Science of Cause and Effect (Hardcover)
by (shelved 7 times as data-analysis)
avg rating 3.93 — 6,842 ratings — published 2018
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Knowledge is Beautiful Knowledge is Beautiful (Unknown Binding)
by (shelved 7 times as data-analysis)
avg rating 4.17 — 969 ratings — published 2012
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How to Lie with Statistics How to Lie with Statistics (Paperback)
by (shelved 7 times as data-analysis)
avg rating 3.83 — 18,675 ratings — published 1954
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Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die (Paperback)
by (shelved 7 times as data-analysis)
avg rating 3.66 — 2,130 ratings — published 2013
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R Graphics Cookbook: Practical Recipes for Visualizing Data R Graphics Cookbook: Practical Recipes for Visualizing Data (ebook)
by (shelved 7 times as data-analysis)
avg rating 4.25 — 306 ratings — published 2012
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Beautiful Evidence Beautiful Evidence (Hardcover)
by (shelved 7 times as data-analysis)
avg rating 4.15 — 2,393 ratings — published 2006
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Envisioning Information Envisioning Information (Hardcover)
by (shelved 7 times as data-analysis)
avg rating 4.23 — 7,986 ratings — published 1990
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Data Analytics Made Accessible Data Analytics Made Accessible (Kindle Edition)
by (shelved 6 times as data-analysis)
avg rating 3.76 — 321 ratings — published 2014
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R for Data Science: Import, Tidy, Transform, Visualize, and Model Data R for Data Science: Import, Tidy, Transform, Visualize, and Model Data (Kindle Edition)
by (shelved 6 times as data-analysis)
avg rating 4.53 — 1,252 ratings — published 2016
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How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers (Paperback)
by (shelved 6 times as data-analysis)
avg rating 4.11 — 8,604 ratings — published 2020
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Storytelling with Data: Let's Practice! Storytelling with Data: Let's Practice! (Paperback)
by (shelved 6 times as data-analysis)
avg rating 4.46 — 186 ratings — published
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Superforecasting: The Art and Science of Prediction Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 6 times as data-analysis)
avg rating 4.07 — 23,171 ratings — published 2015
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Information is Beautiful Information is Beautiful (Hardcover)
by (shelved 6 times as data-analysis)
avg rating 4.12 — 3,562 ratings — published 2001
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Freakonomics: A Rogue Economist Explores the Hidden Side of Everything Freakonomics: A Rogue Economist Explores the Hidden Side of Everything (Hardcover)
by (shelved 6 times as data-analysis)
avg rating 4.01 — 913,047 ratings — published 2005
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Show Me the Numbers: Designing Tables and Graphs to Enlighten Show Me the Numbers: Designing Tables and Graphs to Enlighten (Hardcover)
by (shelved 6 times as data-analysis)
avg rating 3.92 — 4,539 ratings — published 2004
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The Art of R Programming: A Tour of Statistical Software Design The Art of R Programming: A Tour of Statistical Software Design (Paperback)
by (shelved 6 times as data-analysis)
avg rating 4.02 — 589 ratings — published 2011
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Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think (Hardcover)
by (shelved 5 times as data-analysis)
avg rating 4.35 — 207,491 ratings — published 2018
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Effective Data Storytelling: How to Drive Change with Data, Narrative and Visuals Effective Data Storytelling: How to Drive Change with Data, Narrative and Visuals (Hardcover)
by (shelved 5 times as data-analysis)
avg rating 4.20 — 324 ratings — published
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Python for Everybody: Exploring Data in Python 3 Python for Everybody: Exploring Data in Python 3 (Kindle Edition)
by (shelved 5 times as data-analysis)
avg rating 4.27 — 952 ratings — published
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A Field Guide to Lies: Critical Thinking in the Information Age A Field Guide to Lies: Critical Thinking in the Information Age (Hardcover)
by (shelved 5 times as data-analysis)
avg rating 3.76 — 4,825 ratings — published 2016
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Data Points: Visualization That Means Something Data Points: Visualization That Means Something (Paperback)
by (shelved 5 times as data-analysis)
avg rating 3.83 — 533 ratings — published 2013
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Pattern Recognition and Machine Learning (Information Science and Statistics) Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 5 times as data-analysis)
avg rating 4.32 — 1,925 ratings — published
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Now You See It: Simple Visualization Techniques for Quantitative Analysis Now You See It: Simple Visualization Techniques for Quantitative Analysis (Hardcover)
by (shelved 5 times as data-analysis)
avg rating 4.17 — 676 ratings — published 2009
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Kevin Guyan
“Do your methods present an authentic account of LGBTQ lives?
Rather than adopt methods that promise a tidy dataset, recognize that data about identity characteristics is leaky, pluralistic and can change over time. A queer approach involves the use of innovative collection and analysis methods, such as multiple response options and the provision of open-text boxes, to produce a more authentic reflection of lives and experiences.”
― Kevin Guyan, Queer Data: Using Gender, Sex and Sexuality Data for Action

Abhijit Naskar
“Consuming data with no sense of context, gives you, not awareness, but only ulcers.”
― Abhijit Naskar, Brit Actually: Nursery Rhymes of Reparations

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