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by Ben Jones
Avoiding Data Pitfalls
Cover
Preface
Chapter One: The Seven Types of Data Pitfalls
Seven Types of Data Pitfalls
Avoiding the Seven Pitfalls
“I've Fallen and I Can't Get Up”
Notes
Chapter Two: Pitfall 1: Epistemic Errors
How We Think About Data
Avoiding the Swan Pitfall and the God Pitfall
Notes
Chapter Three: Pitfall 2: Technical Trespasses
How We Process Data
Notes
Chapter Four: Pitfall 3: Mathematical Miscues
How We Calculate Data
Notes
Chapter Five: Pitfall 4: Statistical Slipups
How We Compare Data
Notes
Chapter Six: Pitfall 5: Analytical Aberrations
How We Analyze Data
Notes
Chapter Seven: Pitfall 6: Graphical Gaffes
How We Visualize Data
Notes
Chapter Eight: Pitfall 7: Design Dangers
How We Dress up Data
Notes
Chapter Nine: Conclusion
Avoiding Data Pitfalls Checklist
The Pitfall of the Unheard Voice
Notes
Index
End User License Agreement
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