- Mastering Clojure Data Analysis
- Table of Contents
- Mastering Clojure Data Analysis
- Credits
- About the Author
- About the Reviewers
- www.PacktPub.com
- Preface
- 1. Network Analysis – The Six Degrees of Kevin Bacon
- 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
- Introducing confirmatory data analysis
- Understanding null hypothesis testing
- Understanding burglary rates
- Exploring the data
- Conducting the experiment
- Formulating an initial hypothesis
- Stating the null and alternative hypotheses
- Identifying the statistical assumptions in the sample
- Determining which tests are appropriate
- Selecting the significance level
- Determining the critical region
- Calculating the test statistic and its probability
- Deciding whether to reject the null hypothesis or not
- Interpreting the results
- Summary
- 8. A/B Testing – Statistical Experiments for the Web
- 9. Analyzing Social Data Participation
- Setting up the project
- Understanding the analyses
- Understanding social network data
- Understanding knowledge-based social networks
- Introducing the 80/20 rule
- Matching the 80/20 rule
- Looking for the 20 percent of questioners
- Looking for the 20 percent of respondents
- Combining ranks
- Finding the up-voted answers
- Processing the answers
- Setting up
- Training sets and Test sets
- Evaluating the outcome
- Summary
- Setting up the project
- 10. Modeling Stock Data
- Index
Author
Eric Rochester
Reviewers
Masato Hagiwara
Bart Kastermans
Nicholas Quirk
Andrew Stine
Commissioning Editor
Edward Gordon
Acquisition Editor
Greg Wild
Content Development Editor
Athira Laji
Technical Editors
Arwa Manasawala
Mrunmayee Patil
Nachiket Vartak
Copy Editors
Aditya Nair
Stuti Srivastava
Project Coordinator
Neha Thakur
Proofreaders
Simran Bhogal
Ameesha Green
Clyde Jenkins
Indexers
Tejal Soni
Priya Subramani
Graphics
Ronak Dhruv
Yuvraj Mannari
Production Coordinator
Komal Ramchandani
Cover Work
Komal Ramchandani
-
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click here login for view all page.