Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Mastering Clojure Data Analysis

You're reading from   Mastering Clojure Data Analysis If you'd like to apply your Clojure skills to performing data analysis, this is the book for you. The example based approach aids fast learning and covers basic to advanced topics. Get deeper into your data.

Arrow left icon
Product type Paperback
Published in May 2014
Publisher
ISBN-13 9781783284139
Length 340 pages
Edition Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Eric Richard Rochester Eric Richard Rochester
Author Profile Icon Eric Richard Rochester
Eric Richard Rochester
Arrow right icon
View More author details
Toc

Table of Contents (17) Chapters Close

Mastering Clojure Data Analysis
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
1. Network Analysis – The Six Degrees of Kevin Bacon FREE CHAPTER 2. GIS Analysis – Mapping Climate Change 3. Topic Modeling – Changing Concerns in the State of the Union Addresses 4. Classifying UFO Sightings 5. Benford's Law – Detecting Natural Progressions of Numbers 6. Sentiment Analysis – Categorizing Hotel Reviews 7. Null Hypothesis Tests – Analyzing Crime Data 8. A/B Testing – Statistical Experiments for the Web 9. Analyzing Social Data Participation 10. Modeling Stock Data Index

Learning about Benford's Law


Originally, Benford's Law was observed by the astronomer Simon Newcomb in 1881. He was referencing the logarithm tables, which were tomes listing the values for logarithms of different numbers. He noticed that the pages of the books were more worn out and discolored at the beginning than they were at the end. In fact, the pages that deal with numbers that begin with 1 were significantly more worn out than pages that begin with 9. As the initial digits climbed, the pages were less and less worn.

This phenomenon was noticed again in 1938 by the physicist Frank Benford. He tested this against data in a number of domains, and the principle now bears his name.

In practical terms, this means that about one-third of the numbers in the sequence begin with the digit 1, a little more than 15 percent begin with 2, about 12 percent begin with 3, and the rest until the digit 9 are all below 10 percent. Five percent of the numbers begin with 9. The following is a graphical representation...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime