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The Applied SQL Data Analytics Workshop

You're reading from   The Applied SQL Data Analytics Workshop Develop your practical skills and prepare to become a professional data analyst

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Product type Paperback
Published in Feb 2020
Publisher Packt
ISBN-13 9781800203679
Length 484 pages
Edition 2nd Edition
Languages
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Authors (3):
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Upom Malik Upom Malik
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Upom Malik
Benjamin Johnston Benjamin Johnston
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Benjamin Johnston
Matt Goldwasser Matt Goldwasser
Author Profile Icon Matt Goldwasser
Matt Goldwasser
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Toc

3. Aggregate and Window Functions

Activity 3.01: Analyzing Sales Data Using Aggregate Functions

Solution

  1. Open your favorite SQL client and connect to the sqlda database.
  2. Calculate the number of unit sales the company has achieved using the COUNT function:
    SELECT 
      COUNT(*)
    FROM 
      sales;

    You should get 37,711 sales.

  3. Determine the total sales amount in dollars for each state; we can use the SUM aggregate function here:
    SELECT 
      c.state, SUM(sales_amount) as total_sales_amount
    FROM 
      sales s
    INNER JOIN 
      customers c 
        ON c.customer_id=s.customer_id
    GROUP BY
       1
    ORDER BY
       1;

    You will get the following output:

    Figure 3.30: Total sales in dollars by US state

  4. Determine the top five dealerships in terms of most units sold using the GROUP BY clause. Set the LIMIT to 5:
    SELECT 
      s.dealership_id, 
      COUNT(*)
    FROM 
      sales s
    WHERE 
      ...
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