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SQL for Data Analytics

You're reading from   SQL for Data Analytics Perform fast and efficient data analysis with the power of SQL

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Product type Paperback
Published in Aug 2019
Publisher Packt
ISBN-13 9781789807356
Length 386 pages
Edition 1st Edition
Languages
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Authors (3):
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Benjamin Johnston Benjamin Johnston
Author Profile Icon Benjamin Johnston
Benjamin Johnston
Matt Goldwasser Matt Goldwasser
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Matt Goldwasser
Upom Malik Upom Malik
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Upom Malik
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Table of Contents (11) Chapters Close

Preface 1. Understanding and Describing Data 2. The Basics of SQL for Analytics FREE CHAPTER 3. SQL for Data Preparation 4. Aggregate Functions for Data Analysis 5. Window Functions for Data Analysis 6. Importing and Exporting Data 7. Analytics Using Complex Data Types 8. Performant SQL 9. Using SQL to Uncover the Truth – a Case Study Appendix

The COPY Command

At this point, you are probably pretty familiar with the SELECT statement (covered in Chapter 2, The Basics of SQL for Analytics), which allows us to retrieve data from our database. While this command is useful for small datasets that can be scanned quickly, we will often want to save a large dataset to a file. By saving these datasets to files, we can further process or analyze the data locally using Excel, Python, or R. In order to retrieve these large datasets, we can use the Postgres COPY command, which efficiently transfers data from a database to a file, or from a file to a database.

Getting Started with COPY

The COPY statement retrieves data from your database and dumps it in the file format of your choosing. For example, take the following statement:

COPY (SELECT * FROM customers LIMIT 5) TO STDOUT WITH CSV HEADER;
Figure 6.1: Using COPY to print results to STDOUT in a CSV file format

This statement returns five rows from...

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