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Java Data Analysis

You're reading from   Java Data Analysis Data mining, big data analysis, NoSQL, and data visualization

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Product type Paperback
Published in Sep 2017
Publisher Packt
ISBN-13 9781787285651
Length 412 pages
Edition 1st Edition
Languages
Concepts
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Author (1):
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John R. Hubbard John R. Hubbard
Author Profile Icon John R. Hubbard
John R. Hubbard
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Toc

Table of Contents (14) Chapters Close

Preface 1. Introduction to Data Analysis 2. Data Preprocessing FREE CHAPTER 3. Data Visualization 4. Statistics 5. Relational Databases 6. Regression Analysis 7. Classification Analysis 8. Cluster Analysis 9. Recommender Systems 10. NoSQL Databases 11. Big Data Analysis with Java A. Java Tools Index

Relational databases

A relational database maintains a collection of database objects, including relations (tables) and the specified constraints upon them. The relation in the following table could be combined with the one in Table 5-1 to form a relational database:

Dept ID

Name

Director

HR

Human Resources

34953

IT

Information Technology

23098

DA

Data Analysis

15584

Table 5-2. A database table of departments

This would also include the designated primary keys ID for the Employees table and Dept ID for the Departments table.

The schema for the relational database itself is the collection of table headings, their corresponding datatypes, and their key designations. We could specify the schema for this two-table database as:

  • Employees(ID, Last Name, First Name, Date of Birth, Job Title, Email)
  • Departments(Dept ID, Name, Director)

The primary keys are indicated by underlining their names. In this example, ID is the primary key for the Employees table, and Dept ID is the primary key...

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